The Roles and Responsibilities of Nonprofit Boards of Directors within the Governance Process

Real-time OCR and Text Detection with Tensorflow OpenCV and Tesseract

Programming Mobile Applications for Android Handheld Systems Part 2

Personal Leadership Development Planning and Leading High Performing Teams

Severe to Profound Intellectual Disability Circles of Care and Education

Teaching Children with Visual Impairment Creating Empowering Classrooms

Introduction to Recommender Systems Non-Personalized and Content-Based

Beyond the Sustainable Development Goals (SDGs) Addressing Sustainability and Development

Learn to Teach Java  Boolean Expressions If Statements and Iteration

Designing for Sustainment Keeping Improvement Work on Track (Patient Safety IV)

Understanding the Australian economy An introduction to macroeconomic and financial policies

Advanced Practice Provider/Physician Assistant Opioid Use Disorder Medication Assisted Treatment Waiver Training (24hr)

Beyond Silicon Valley Growing Entrepreneurship in Transitioning Economies

Fundamentals of Business Finance with Goldman Sachs 10 000 Women

Making Successful Decisions through the Strategy Law & Ethics Model

API Design and Fundamentals of Google Cloud's Apigee API Platform

FPGA computing systems Background knowledge and introductory materials

Autodesk Certified Professional Inventor for Mechanical Design Exam Prep

A Journey through Western Christianity from Persecuted Faith to Global Religion (200 - 1650)

Economic Growth and Distributive Justice Part I -The Role of the State

Android App Components - Services Local IPC and Content Providers

International Law in Action the Arbitration of International Disputes

Making Sense of the News News Literacy Lessons for Digital Citizens

Introduction to Public Health Engineering in Humanitarian Contexts

Mechanics Motion Forces Energy and Gravity from Particles to Planets

Memoir and Personal Essay Managing Your Relationship with the Reader

Business Application of Machine Learning and Artificial Intelligence in Healthcare

Autodesk Certified Professional Civil 3D for Infrastructure Design Exam Prep

Global Health Security Solidarity and Sustainability through the International Health Regulations

Preparing for the Google Cloud Professional Cloud Architect Exam

Patient Safety and Quality Improvement Developing a Systems View (Patient Safety I)

Corporate Sustainability. Understanding and Seizing the Strategic Opportunity

AstroTech The Science and Technology behind Astronomical Discovery

Easing the burden of obesity diabetes and cardiovascular disease

Recovering the Humankind's Past and Saving the Universal Heritage

Foundations of Public Health Practice The Public Health Approach

On Premises Installation and Fundamentals with Google Cloud's Apigee API Platform

Image Compression and Generation using Variational Autoencoders in Python

Building Your Career in Music Developing A Brand and Funding Your Music

Android App Components - Intents Activities and Broadcast Receivers

Global Statistics - Composite Indices for International Comparisons

Interpersonal Developmental and Evolutionary Perspectives of the Mind

Accounting Analysis I The Role of Accounting as an Information System

Living with Dementia Impact on Individuals Caregivers Communities and Societies

Transmedia Storytelling Narrative worlds emerging technologies and global audiences

Print and Digital Elements of Design Branding and User Experience

Water Supply and Sanitation Policy in Developing Countries Part 2 Developing Effective Interventions

Faster Together Enhancing the Recruitment of Minorities in Clinical Trials

What does it mean to identify as Transgender or Gender Non-Conforming (TGNC)?

Country Level Economics Policies Institutions and Macroeconomic Performance

Developing FPGA-accelerated cloud applications with SDAccel Theory

Providing Social Emotional Behavioral and Special Education Services in School

Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots

Philosophy and the Sciences Introduction to the Philosophy of Cognitive Sciences

Methods and Statistics in Social Science - Final Research Project

Basic Elements of Design Design Principles and Software Overview

Javascript animation for websites storytelling data visualization and games

Advanced Engineering Systems in Motion Dynamics of Three Dimensional (3D) Motion

Towards language universals through lexical semantics introduction to lexical and semantic typology

Predict Ideal Diamonds over Good Diamonds using a Random Forest using R

Machine Learning Predict Numbers from Handwritten Digits using a Neural Network Keras and R

CAM and Design Manufacturing for Mechanical Engineers with Autodesk Fusion 360

Speaking to inform Discussing complex ideas with clear explanations and dynamic slides

Modern Robotics Course 5 Robot Manipulation and Wheeled Mobile Robots

Crafting Strategies for Innovation Initiatives for Corporate Entrepreneurs

Multiplatform Mobile App Development with Web Technologies Ionic and Cordova

Accounting for Business Decision Making Measurement and Operational Decisions

Work Smarter Not Harder Time Management for Personal & Professional Productivity

Developing An Entrepreneurial Mindset First Step Towards Success

Foundations of Public Health Practice Behaviour & Behaviour Change

Tropical Parasitology Protozoans Worms Vectors and Human Diseases

Lesson | Business English Skills Introducing Yourself in Business Settings

Multimodal Literacies Communication and Learning in the Era of Digital Media

Stock Analysis Create a Buy Signal Filter using R and the Quantmod Package

Health Systems Development A Focus on Health Service Delivery and Human Resources for Health

Principles of Photo Composition and Digital Image Post-Production

Teaching in University Science Laboratories (Developing Best Practice)

Planning Principled Proposing Proofing and Practicing to a Success Plan

The Fundamentals of Revenue Management The Cornerstone of Revenue Strategy

Impacting the Opioid Crisis Prevention Education and Practice for Non-Prescribing Providers

Google Cloud Fundamentals for Azure Professionals Core Infrastructure

Internet of Things Capstone V2 Build a Mobile Surveillance System

Overview of Advanced Methods of Reinforcement Learning in Finance

Measuring the Success of a Patient Safety or Quality Improvement Project (Patient Safety VI)

A Circular Economy of Metals Towards a Sustainable Societal Metabolism

An Introduction to the U.S. Food System Perspectives from Public Health

Accounting for Business Decision Making Strategy Assessment and Control

Motivating Gen Z Learners What Parents and Teachers Need to Know

Learning How to Learn Powerful mental tools to help you master tough subjects

The Cycle Management of Successful Arts and Cultural Organizations

Implementing a Patient Safety or Quality Improvement Project (Patient Safety V)

Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics

Cloud Computing Applications Part 1 Cloud Systems and Infrastructure

Managing ADHD Autism Learning Disabilities and Concussion in School

Understanding 9/11 Why 9/11 Happened & How Terrorism Affects Our World Today

Firearm Purchaser Licensing Teach-Out The Background Check Policy Not Enough People Are Talking About

Identifying Monitoring and Analyzing Risk and Incident Response and Recovery

Time to Reorganize! Understand Organizations Act and Build a Meaningful World.

On Premises Capacity Upgrade and Monitoring with Google Cloud's Apigee API Platform

Social Services for Families Seniors and Those with Disabilities

Physician/Student Opioid Use Disorder Medication Assisted Treatment Waiver Training

Improving Deep Neural Networks Hyperparameter tuning Regularization and Optimization

Sustainability of Social-Ecological Systems the Nexus between Water Energy and Food

Strategic Innovation Building and Sustaining Innovative Organizations

Soul Beliefs Causes and Consequences - Unit 3 How Does It All End?

The Power of Markets I The Basics of Supply and Demand and Consumer Behavior

Computational Thinking for K-12 Educators Nested If Statements and Compound Conditionals

Mastering Remote Work and Online Study in U.S. in the post-COVID Era

Healthy Practices Nutrition Physical Activity and Community and Family Participation

Foundations of Teaching for Learning Capstone The Reflective Practitioner

Modeling and Design for Mechanical Engineers with Autodesk Fusion 360

Biological Diversity (Theories Measures and Data sampling techniques)

How to Get Skilled Introduction to Individual Skills Management (Project-Centered Course)

Advanced Features with Relational Database Tables Using SQLiteStudio

System Validation (4) Modelling Software Protocols and other behaviour

Mindshift Break Through Obstacles to Learning and Discover Your Hidden Potential

Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set

Mechanics of Materials I Fundamentals of Stress & Strain and Axial Loading

Assessment in Higher Education Professional Development for Teachers

Teach English Now! Second Language Listening Speaking and Pronunciation

Planning a Patient Safety or Quality Improvement Project (Patient Safety III)

Introduction to Ethereum DeFi Smart Contract Security & Exploits

Economic Growth and Distributive Justice Part II - Maximize Social Wellbeing

Content Strategy for Professionals Ensuring Your Content's Impact

Curanderismo Global & Cultural Influences of Traditional Healing

Advanced Financial Reporting Accounting for Business Combinations and Preparation of Consolidated Financial Statements

Fundamentals of Customers and Competition with Goldman Sachs 10 000 Women

How to Write and Publish a Scientific Paper (Project-Centered Course)

Confronting Gender Based Violence Global Lessons for Healthcare Workers

Statistical Thinking for Industrial Problem Solving presented by JMP

Mechanics of Materials II Thin-Walled Pressure Vessels and Torsion

Design Computing 3D Modeling in Rhinoceros with Python/Rhinoscript

Know Thyself - The Value and Limits of Self-Knowledge The Unconscious

Script Writing Write a Pilot Episode for a TV or Web Series (Project-Centered Course)

Training and Learning Programs for Volunteer Community Health Workers

Investment Management in an Evolving and Volatile World by HEC Paris and AXA Investment Managers

The Making of the US President A Short History in Five Elections

Machine Learning Create a Neural Network that Predicts whether an Image is a Car or Airplane.

Operations Management Strategy and Quality Management for the Digital Age

Power and Sample Size for Multilevel and Longitudinal Study Designs

Cities are back in town  urban sociology for a globalizing urban world

Using Covid-19 Data to Make Supply Chain Logistics Decisions in Spreadsheets

Building Scalable Java Microservices with Spring Boot and Spring Cloud

Simulation Analysis for Mechanical Engineers with Autodesk Fusion 360

Act on Climate Steps to Individual Community and Political Action

Lesson | Business English Skills How to Write Effective Openings and Closings to Emails

Autodesk Certified Professional Revit for Architectural Design Exam Prep

HI-FIVE Health Informatics For Innovation Value & Enrichment (Administrative/IT Perspective)

William Shakespeare's Twelfth Night Comedy Conflict and Community

Computational Thinking for K-12 Educators Conditional Loops and If Statements

Accounting Business and Society The Multi-faceted Role of Accounting

New Approaches to Countering Terror Countering Violent Extremism

Networking in Google Cloud Hybrid Connectivity and Network Management

Resilience in Children Exposed to Trauma Disaster and War Global Perspectives

How Entrepreneurs in Emerging Markets can master the Blockchain Technology

Negotiating Learner Differences Towards Productive Diversity in Learning

Financing and Profiting from Innovation for Corporate Entrepreneurs

At the Origins of the Mediterranean Civilization Archaeology of the City from the Levant to the West - 3rd-1st millennium BC

Software Design as an Element of the Software Development Lifecycle

The Science of Success What Researchers Know that You Should Know

Introduction to the Nonprofit Sector Nonprofit Organizations Nonprofit Leadership and Governance

Python and Machine-Learning for Asset Management with Alternative Data Sets

Introduction to TensorFlow for Artificial Intelligence Machine Learning and Deep Learning

Essentials in Clinical Simulations Across the Health Professions

Future Development in Supply Chain Finance and Blockchain Technology

IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies

Computational Thinking for K-12 Educators Variables and Nested Loops

TECH MeD Transdisciplinary Education for Critical Hacks of Medical Devices

The Search for Great Ideas Harnessing creativity to empower innovation.

idea 2 IMPACT An Introduction to Translating Assistive Health Technologies and Other Products

Finding Purpose and Meaning In Life Living for What Matters Most

Autodesk Certified Professional AutoCAD for Design and Drafting Exam Prep

Know Thyself - The Value and Limits of Self-Knowledge The Examined Life

Mobile Interaction Design How to Design Usable Mobile Products and Services

Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness

Forecasting Budgeting Territories Evaluation and Legal/Ethical Issues

Developing Innovative Ideas for New Companies The First Step in Entrepreneurship

Metagenomics applied to surveillance of pathogens and antimicrobial resistance

Advanced Linear Models for Data Science 2 Statistical Linear Models

The Holocaust - An Introduction (I) Nazi Germany Ideology The Jews and the World

Write Like Mozart An Introduction to Classical Music Composition

Build a Modern Computer from First Principles From Nand to Tetris (Project-Centered Course)

Setting the Stage for Success An Eye on Safety Culture and Teamwork (Patient Safety II)

Data Analytics Scraping Data using Hadley Wickam's Rvest package in R

Water Supply and Sanitation Policy in Developing Countries Part 1 Understanding Complex Problems

Accounting Analysis II Measurement and Disclosure of Liabilities

AR (Augmented Reality) & Video Streaming Services Emerging Technologies

Social Science Approaches to the Study of Chinese Society Part 1

Social Science Approaches to the Study of Chinese Society Part 2

Developing FPGA-accelerated cloud applications with SDAccel Practice

High Performance Collaboration Leadership Teamwork and Negotiation

Taking Safety and Quality Improvement Work to the Next Level (Patient Safety VII)

Cloud Computing Applications Part 2 Big Data and Applications in the Cloud

Technology Commercialization Part 1 Setting up your Idea Filtering System

Fundamentals of Audio and Music Engineering Part 1 Musical Sound & Electronics

ICT in Primary Education Transforming children's learning across the curriculum

Digital transformation of megapolises from zero to #1 in UN digital e-government ranking

The Power of Macroeconomics Economic Principles in the Real World

Homeland Security & Cybersecurity Connection - It's Not About the Terrorists

The Manager's Toolkit A Practical Guide to Managing People at Work

Corporate & Commercial Law II Business Forms Financing & Governmental Regulation

Speaking to persuade Motivating audiences with solid arguments and moving language

Fundamentals of Financial Planning with Goldman Sachs 10 000 Women

Deciphering Secrets The Illuminated Manuscripts of Medieval Europe

Sustainable Vikings Sustainability & Corporate Social Responsibility in Scandinavia

Application of Health Equity Research Methods for Practice and Policy

Lesson | Business English Skills How to Navigate Tone Formality and Directness in Emails

Build a Modern Computer from First Principles Nand to Tetris Part II (project-centered course)

Mechanics of Materials IV Deflections Buckling Combined Loading & Failure Theories

Knowledge Exchange Using Protecting and Monetizing Ideas with Third Parties

The Factors that Influence the Effectiveness of Boards and the Governance Process

Protecting the World Introducing Corrosion Science and Engineering

Conversations That Inspire Coaching Learning Leadership and Change

The Raspberry Pi Platform and Python Programming for the Raspberry Pi

Protecting Public Health in a Changing Climate A Primer for City Local and Regional Action

The Power of Machine Learning Boost Business Accumulate Clicks Fight Fraud and Deny Deadbeats

Integrated Marketing Communications Advertising Public Relations Digital Marketing and more

Transistor - Field Effect Transistor and Bipolar Junction Transistor

Malicious Software and its Underground Economy Two Sides to Every Story

University Admission Prediction Using Multiple Linear Regression

Whole genome sequencing of bacterial genomes - tools and applications

Machine Learning Predict Poisonous Mushrooms using a Random Forest Model and the FFTrees Package in R

Words Spun Out of Images Visual and Literary Culture in Nineteenth Century Japan

From Brand to Image Creating High Impact Campaigns That Tell Brand Stories

Global Postharvest Loss Prevention Fundamentals Technologies and Actors

Develop and Deploy Windows Applications on Google Cloud Platform

Computational Thinking for K-12 Educators Abstraction Methods and Lists

Natural Attenuation of Groundwater Contaminants New Paradigms Technologies and Applications

Basic Data Descriptors Statistical Distributions and Application to Business Decisions

Understanding Memory Explaining the Psychology of Memory through Movies

HI-FIVE Health Informatics For Innovation Value & Enrichment (Clinical Perspective)

Philosophy and the Sciences Introduction to the Philosophy of Physical Sciences

Autodesk Certified Professional Revit for Structural Design Exam Prep

Global Disease Masterclass Communicable Diseases Epidemiology Intervention and Prevention

Image and Video Processing From Mars to Hollywood with a Stop at the Hospital

Natural Language Processing with Classification and Vector Spaces

Infonomics I Business Information Economics and Data Monetization

International Marketing & Cross Industry Growth Capstone Project

Film Images & Historical Interpretation in the 20th Century The Camera Never Lies

Engineering Project Management Risk Quality Teams and Procurement

The Worldview of Thomas Berry The Flourishing of the Earth Community

Hacking Exercise For Health. The surprising new science of fitness.

The Power of Microeconomics Economic Principles in the Real World

Introduction to Mechanical Engineering Design and Manufacturing with Fusion 360

Business Model Canvas A Tool for Entrepreneurs and Innovators (Project-Centered Course)

Traditional herbal medicine in supportive cancer care From alternative to integrative

Design Thinking for the Greater Good Innovation in the Social Sector

Introduction to Self-Determination Theory An approach to motivation development and wellness

Two Speed IT How Companies Can Surf the Digital Wave a BCG Perspective

Automating Team Communication with Google Sheets and Apps Script

Performing Network Path and Text Analyses in SAS Visual Analytics

Programming Mobile Applications for Android Handheld Systems Part 1

Effective Communication in the Globalised Workplace - The Capstone

Fundamentals of Sales and Marketing with Goldman Sachs 10 000 Women

Soul Beliefs Causes and Consequences - Unit 1 Historical Foundations

Foundations of Teaching for Learning Planning for Teaching and Learning

Quantitative Formal Modeling and Worst-Case Performance Analysis

Engineering Systems in Motion Dynamics of Particles and Bodies in 2D Motion

Preparing for Graduate Study in the U.S. A course for international students

Reverse and complement nucleic acid sequences (DNA RNA) using Python

Global sustainability and corporate social responsibility Be sustainable

Motivational Enhancement Techniques Working with Patients with Opioid & Substance Use Disorders or High Risk Use MAT Waiver Training Supplemental Course

Managing Responsibly Practicing Sustainability Responsibility and Ethics

The Changing Landscape of Ancient Rome. Archaeology and History of the Palatine Hill

Foundations of Teaching for Learning Introduction to Student Assessment

Managerial Accounting Tools for Facilitating and Guiding Business Decisions

Federal Taxation II Property Transactions of Business Owners and Shareholders

Google Cloud Platform Big Data and Machine Learning Fundamentals

HI-FIVE Health Informatics For Innovation Value & Enrichment (Social/Peer Perspective)

Increasing Real Estate Management Profits Harnessing Data Analytics

Prehospital care of acute stroke and patient selection for endovascular treatment using the RACE scale

The History of Modern Israel - Part II Challenges of Israel as a sovereign state

Ash-Related Operational Challenges in Energy Utilization of Sustainable Fuels

Design-Led Strategy Design thinking for business strategy and entrepreneurship

Negotiation Mediation and Conflict Resolution - Capstone Project

Introduction to Thermodynamics Transferring Energy from Here to There

Business Applications of Hypothesis Testing and Confidence Interval Estimation

International Law in Action A Guide to the International Courts and Tribunals in The Hague

From Freedom Rides to Ferguson Narratives of Nonviolence in the American Civil Rights Movement

Exploring Emerging Technologies for Lifelong Learning and Success

Financial Regulation in Emerging Markets and the Rise of Fintech Companies

Healthcare Innovation What Does Success Look Like and How to Achieve It?

Computers Waves Simulations A Practical Introduction to Numerical Methods using Python

Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

International Law In Action Investigating and Prosecuting International Crimes

Introduction to Negotiation A Strategic Playbook for Becoming a Principled and Persuasive Negotiator

Advanced Valuation and Strategy - M&A Private Equity and Venture Capital

e-Learning Ecologies Innovative Approaches to Teaching and Learning for the Digital Age

Visionary leadership identity & motivation Become a meaning maker

Chasing your Dream How to End Procrastination and Get a Job You Love

Fundamentals of Neuroscience Part 1 The Electrical Properties of the Neuron

Science & Cooking From Haute Cuisine to Soft Matter Science (chemistry)

Bioethics The Law Medicine and Ethics of Reproductive Technologies and Genetics

Tangible Things Discovering History Through Artworks Artifacts Scientific Specimens and the Stuff Around You

The Path to Happiness What Chinese Philosophy Teaches us about the Good Life

Machine Learning with Python from Linear Models to Deep Learning

Science & Cooking From Haute Cuisine to Soft Matter Science (physics)

Marketing Analytics Competitive Analysis and Market Segmentation

Citizen Politics in America Public Opinion Elections Interest Groups and the Media

Sustainability in Architecture An Interdisciplinary Introduction

'Talk to me' Improving mental health and suicide prevention in young adults

The Best Start in Life Early Childhood Development for Sustainable Development

Circular Fashion Design Science and Value in a Sustainable Clothing Industry

Leading With Effective Communication (Inclusive Leadership Training)

U.S. Political Institutions Congress Presidency Courts and Bureaucracy

First Nights - Stravinsky’s Rite of Spring Modernism Ballet and Riots

Financial Programming and Policies Part 1 Macroeconomic Accounts & Analysis

Teaching Critical Thinking through Art with the National Gallery of Art

Existential Well-being Counseling A Person-centered Experiential Approach

Statistical Inference and Modeling for High-throughput Experiments

Project Management of Engineering Projects Preparing for Success

China’s Political and Intellectual Foundations From Sage Kings to Confucius

Human Rights Human Wrongs Challenging Poverty Vulnerability and Social Exclusion

Understanding Agribusiness Value Chains and Consumers in Global Food Systems

Dealing with Power and Dynamics Discover Your Leadership Style and Influence Stakeholders

Pivoting to Online Teaching Research and Practitioner Perspectives

Feeding a Hungry Planet Agriculture Nutrition and Sustainability

Architecture Algorithms and Protocols of a Quantum Computer and Quantum Internet

Effective Communication for Program and Project Stakeholders and Teams

American Prophet The Inner Life and Global Vision of Martin Luther King Jr.

Principle of Semiconductor Devices Part I Semiconductors PN Junctions and Bipolar Junction Transistors

Automated Software Testing Unit Testing Coverage Criteria and Design for Testability

Cellular Solids Part 1 Structures Properties and Engineering Applications

Introduction to Cloud Development with HTML5 CSS3 and JavaScript

General Overview of Cannabis and the Industry’s Outlook and Professions

Amazon SageMaker Simplifying Machine Learning Application Development

Drainage in Agriculture controlling water and salt levels in the soil

A-level Mathematics for Year 13 - Course 2 General Motion Moments and Equilibrium The Normal Distribution Vectors Differentiation Methods Integration Methods and Differential Equations

First Nights - Berlioz’s Symphonie Fantastique and Program Music in the 19th Century

The Quantum Internet and Quantum Computers How Will They Change the World?

Enabling Technologies for Data Science and Analytics The Internet of Things

Introduction to Cloud Foundry and Cloud Native Software Architecture

Decision Making Under Uncertainty Introduction to Structured Expert Judgment

Social Work Practice in Community Organization Management and Policy/Evaluation

Introduction to Hyperledger Sovereign Identity Blockchain Solutions Indy Aries & Ursa

The Civil War and Reconstruction - 1861 - 1865 A New Birth of Freedom

Innovation Strategies for Electric Mobility The StreetScooter Case

A System View of Communications From Signals to Packets (Part 1)

Fundamentals of Biomedical Imaging Ultrasounds X-ray positron emission tomography (PET) and applications

Drones and Autonomous Systems 2 Applications in Emergency Management

Leaders in Citizen Security and Justice Management for the Caribbean

write a featur length screenplay for film or televisionbeginnerwrit a full length featur film script in thi cours you will write a complet feature-length screenplay for film or televis be it a seriou drama or romant comedi or anyth in between. you�ll learn to break down the creativ process into compon and you�ll discov a structur process that allow you to produc a polish and pitch-readi script by the end of the course. complet thi project will increas your confid in your idea and abil and you�ll feel prepar to pitch your first script and get start on your next. thi is a cours design to tap into your creativ and is base in "activ learning". most of the actual learn take place within your own activ - that is writing! you will learn by doing. here is a link to a trailer for the course. to view the trailer pleas copi and past the link into your browser. https//vimeo.com/382067900/b78b800dc0 learner review "love the approach professor wheeler take toward thi course. it' to the point easi to follow and veri informative! would definit recommend it to anyon who is interest in take a screenplay write course! the cours curriculum is simpl we will adopt a profession writer room process in which you�ll write post your work for peer review share feedback with your peer and revis your work with the feedback you receiv from your peers. that' how we do it in the real world. you will feel as if you were in a profession writer room yet no prior experi as a writer is required. i'm a propon of experienti learn activ learning. my lectur are short sometim just two minut long and to the point design in a step-by-step process essenti to your success as a script writer. i will guid you but i won�t "show" you how to write. i firmli believ that the onli way to becom a writer is to write write write. learner review "i would like to thank thi cours instructor. it' an amaz course" what you�ll need to get start as mention abov no prior script write experi is required. to begin with ani basic word processor will do. dure week two you can choos to download some free scriptwrit softwar such as celtx or trelbi or you may choos to purchas final draft the industri standard or you can continu to use your word processor and do your own script formatting. learner review "now i am a writer!" if you have ani concern regard the protect of your origin work coursera' privaci polici protect the learner' ip and you are inde the sole owner of your work.drama comedi peer screenwrit film document review dialogu creativ write write unix shell arts-and-human music-and-art

busi strategi busi model canva analysi with mirobeginnerbi the end of thi guid project you will be fluent in identifi and creat busi model canva solut base on previou high-level analys and research data. thi will enabl you to identifi and map the element requir for new product and services. furthermor it is essenti for gener posit result for your busi venture. thi guid project is design to engag and har your visionari and exploratori abilities. you will use proven model in strategi and product develop with the miro platform to explor and analys your busi propositions. we will practic critic examin result from previou analysi and research result in deriv the valu for each of the busi model sections.fin busi plan persona user experi busi model canva plan busi project product develop present strategi busi business-strategi

silicon thin film solar cellsadvancedthi cours consist of a gener present of solar cell base on silicon thin films. it is the third mooc of the photovolta seri of ecol polytechniqu on coursera. the gener aspect of the photovolta field are treat in "photovolta solar energy". and the detail descript of the crystallin silicon solar cell can be found in "physic of silicon solar cells". after a brief present of solar cell oper thin film semiconductor are describ here. the gener properti of disord and crystallin semiconductor are found veri differ in particular in term of band structur and dope mechanisms. silicon thin film gener less than 1 �m thick are deposit from silan plasma lead to hydrogen incorporation. the growth mechan are discuss in particular the capabl to prepar partial crystal thin film which appear as a mixtur of nanocrystallit embed in an amorph tissue. the consequ of the semiconductor properti on solar cell behavior are reviewed. the optic properti of amorph and nanocrystallin silicon are complementary. thu the plasma process is particularli well adapt to the prepar of multijunct with convers effici around 13-15 %. furthermor plasma process allow to prepar solar cell in larg area on glass or flexibl substrates. final it is shown that crystallin and amorph silicon materi can be combin into heterojunct solar cell with high effici convers about 25 %. **thi cours is part of a seri of 3** photovolta solar energi https//www.coursera.org/learn/photovoltaic-solar-energy/ physic of silicon solar cell https//www.coursera.org/learn/physics-silicon-solar-cells/ silicon thin film solar cellschemistri physic solar energi film lambda calculu electr engin electron energi silicon thin physical-science-and-engin electrical-engin

build test autom framework use selenium and testngbeginnerselenium is one of the most wide use function ui autom test tool and testng is a brilliant test framework. test autom framework are a set of guidelin or rule for write test cases. they can reduc mainten cost and test effort and will provid a higher return on invest roi for team look to optim their processes. test guidelin includ code standard test-data manag defin object repositori report guidelin and log strategies. through hands-on practic experi you will go through concept write reusabl and structur code which is easi to maintain and understand creat helper class or util write effect testcas and gener report and logs.mainten test case test autom screenshot project helper class selenium reusabl debug php computer-sci software-develop

program languag part aintermediatethi cours is an introduct to the basic concept of program languag with a strong emphasi on function programming. the cours use the languag ml racket and rubi as vehicl for teach the concept but the real intent is to teach enough about how ani languag �fit together� to make you more effect program in ani languag -- and in learn new ones. thi cours is neither particularli theoret nor just about program specif -- it will give you a framework for understand how to use languag construct effect and how to design correct and eleg programs. by use differ languag you will learn to think more deepli than in term of the particular syntax of one language. the emphasi on function program is essenti for learn how to write robust reusabl compos and eleg programs. inde mani of the most import idea in modern languag have their root in function programming. get readi to learn a fresh and beauti way to look at softwar and how to have fun build it. the cours assum some prior experi with program as describ in more detail in the first module. the cours is divid into three coursera cours part a part b and part c. as explain in more detail in the first modul of part a the overal cours is a substanti amount of challeng materi so the three-part format provid two intermedi mileston and opportun for a paus befor continuing. the three part are design to be complet in order and set up to motiv you to continu through to the end of part c. the three part are not quit equal in length part a is almost as substanti as part b and part c combined. week 1 of part a ha a more detail list of topic for all three part of the cours but it is expect that most cours particip will not yet! know what all these topic mean.infer ml program languag higher-ord function function program type infer pattern match euler' totient function languag ?-recurs function comput program computer-sci software-develop

the role and respons of nonprofit board of director within the govern processintermediatethi cours provid a more in-depth look at the role and respons of board of director in the govern of nonprofit organizations. while the cours ha been develop with north american cultur in mind we do appreci that in other part of the world the natur of the role and respons of board of director may not be the same. nevertheless it is our hope that much of the cours content will still be of valu to those in other part of the world. to learn more about thi cours pleas watch the overview video by copi and past the follow link into your web browser https//goo.gl/sxzezs. keyword nonprofit; nonprofit sector; voluntari sector; nonprofit organ non-government organ volunt organ leadership manag govern board board of director perform effect cours 2 overview week 1 some of the question to be explor thi week are what is the board' role in plan for the organization' futur and whi is it import for nonprofit organ to do it? what is strateg plan and what can board do to carri thi out effectively? week 2 thi week' question what is the board' role in assess the perform of the organization? whi is perform assess important? whi do mani board have difficulti meet their perform assess responsibilities? week 3 thi week' question what are the element of the fundraising/resourc develop process? what is the board' role in ensur the organ ha adequ funding? what inform should be in a resourc develop plan? week 4 at thi stage you are ask to review the cours content submit a written assign known lightheartedli as a bear board effect readi assess and take two multipl choic readi assur test known similarli as rats. one rat will assess knowledg and read comprehens and the other will test applic of knowledg within a practic case. week 5 we will encourag you to discuss the rat in the discuss forum and take them again should you wish to chang ani of your answer base on the inform exchanged.plan peer review fundrais strateg plan resourc concept test leadership measur perform evalu busi leadership-and-manag

busi russian communication. part 3intermediaterussian is consid to be one of the most difficult languag in the world and mani learner struggl to master it grammar and pronunciation. thi cours is aim at those who want to work in russia do busi with russian partner or studi on business-rel major in russian. in three unit of thi intens cours learner are go to find out how to discuss term of cooperationand price describ market situat and make a success present of their compani good or services. the cours is the third part of busi russian commun seri of cours offer by st petersburg state university. thi part introduc such grammar topic as numer and noun in the genit case genit case with preposit verb of motion with unpair prefix and declens of adjectives. learner can practic their skill and test themselv in grammar quiz section. the cours provid extens vocabulari with more than 100 new word and convers phrase which learner can use in their everyday commun on profession or inform topics. each unit of the cours contain dialogu which are extrem use for those who want to listen to origin russian speech and get use to the pace and inton of russian language. script and exercis are provid for all dialogu of the course. in the end of the cours learner will have a chanc to use the materi leant and assess their progress while prepar the final assignment. thi cours is aim at those who alreadi achiev a2-a2+ level in russian.russian market econom tax exempt cooper commun tax adject h.e.a.r. listen c dynam memori alloc language-learn other-languag

agil project develop task with taigabeginnerbi the end of thi guid project you will be fluent in creat task for agil project base on previou project phases. thi will enabl you to identifi "how" the customer/us will experi the product or service. you will learn how to encapsul valu for the custom in these tasks. thi is essenti for gener posit result for your busi venture. furthermor thi guid project is design to engag and har your visionari and exploratori abilities. you will use proven model in agil project manag with taiga to shape the develop roadmap of product and services. we will practic critic defin how user stori becom valuabl task for creat function for product and services.project model project manag agil manag user stori present product develop leadership and manag document web design busi business-strategi

esport manag capston projectbeginnerw will analyz the pro and con of creat a singl or multipl esport organ and recommend an effect brand strategi for a hypothet esport organ base on current esport brand considerations. you will develop a plan for recruit fund resourc for a hypothet esport organ and choos an esport organ role of interest other than owner and describ your reasoning.averag plan leadership and manag peer review strategi peer evalu recruit project interest busi leadership-and-manag

hack and patchingadvancedin thi mooc you will learn how to hack web app with command inject vulner in a web site of your aw linux instance. you will learn how to search valuabl inform on a typic linux system with lamp servic and deposit and hide trojan for futur exploitation. you will learn how to patch these web app with input valid use regular expression. you will learn a secur design pattern to avoid introduc inject vulner by input valid and replac gener system call with specif function calls. you will learn how to hack web app with sql inject vulner and retriev user profil inform and passwords. you will learn how to patch them with input valid and sql paramet binding. you will learn the hack methodolog nessu tool for scan vulner kali linux for penetr test and metasploit framework for gain access to vulner window system deploy keylogg and perform remot vnc server injection. you will learn secur in memori system and virtual memori layout and understand buffer overflow attack and their defenses. you will learn how to clone a kali instanc with aw p2 gpu support and perform hashcat password crack use dictionari attack and known pattern mask attacks.secur design design pattern web applic internet secur sql select sql metasploit project penetr test secur password crack computer-sci computer-security-and-network

busi statist and analysi capstonebeginnerth busi statist and analysi capston is an opportun to appli variou skill develop across the four cours in the special to a real life data. the capston in collabor with an industri partner use publicli avail �hous data� to pose variou question typic a client would pose to a data analyst. your job is to do the relev statist analysi and report your find in respons to the question in a way that anyon can understand. pleas rememb that thi is a capston and ha a degre of difficulty/ambigu higher than the previou four courses. the aim be to mimic a real life applic as close as possible.statist analysi microsoft excel busi analyt regress analysi gener statist data analysi regress analyt analysi busi analysi data-sci data-analysi

grab data fast with vertic and horizont lookupbeginnerdata can come our way in multipl form and from multipl file types. it� like that at some point you will be face with a data set that includ categori and subcategori under one head or under head with nest subheadings. cut through the file structur can seem like a time-consum task so it is critic to leverag vlookup and hlookup to pull out the need data quickly. in thi cours you will understand how lookup tabl work and appli vlookup and hlookup formula to quickli extract data by treat a section of your spreadsheet as a lookup table. you will do thi as we work side-by-sid in the free-to-us softwar googl sheets. by the end of thi cours you will understand use case for use vertic and horizont lookup to extract data when data set have categori configur with multipl levels. you will also be abl to confid appli vlookup and hlookup formula to grab data in ani spreadsheet software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.evalu softwar present lookup tabl spreadsheet softwar benefit spreadsheet project index fast busi business-essenti

global health an interdisciplinari overviewbeginnerthi cours propos an overview of current global health challeng draw on the insight of sever academ disciplin includ medicin public health law econom social scienc and humanities. thi interdisciplinari approach will guid the student into seven critic topic in global health.sustain research and develop commun health system leadership and manag health research global diseas drug develop public health life-sci public-health

python program essentialsbeginnerthi cours will introduc you to the wonder world of python programming! we'll learn about the essenti element of program and how to construct basic python programs. we will cover express variabl function logic and condit which are foundat concept in comput programming. we will also teach you how to use python modul which enabl you to benefit from the vast array of function that is alreadi a part of the python language. these concept and skill will help you to begin to think like a comput programm and to understand how to go about write python programs. by the end of the cours you will be abl to write short python program that are abl to accomplish real practic tasks. thi cours is the foundat for build expertis in python programming. as the first cours in a special it provid the necessari build block for you to succeed at learn to write more complex python programs. thi cours use python 3. while mani python program continu to use python 2 python 3 is the futur of the python program language. thi first cours will use a python 3 version of the codeskulptor develop environ which is specif design to help begin programm learn quickly. codeskulptor run within ani modern web browser and doe not requir you to instal ani softwar allow you to start write and run small program immediately. in the later cours in thi special we will help you to move to more sophist desktop develop environments.semant python program code convent codeskulptor problem solv syntax comput program program style python syntax and semant euler' totient function computer-sci software-develop

creat dashboard and storytel with tableauadvancedleverag the visual you creat in the previou cours visual analyt with tableau you will creat dashboard that help you identifi the stori within your data and you will discov how to use storypoint to creat a power stori to leav a last impress with your audience. you will balanc the goal of your stakehold with the need of your end-us and be abl to structur and organ your stori for maximum impact. throughout the cours you will appli more advanc function within tableau such as hierarchi action and paramet to guid user interactions. for your final project you will creat a compel narr to be deliv in a meet as a static report or in an interact display online.neurosci data visual storytel tableau softwar busi analyt checklist softwar method of analyt tableaux javascript syntax audienc data-sci data-analysi

parallel programmingbeginnerwith everi smartphon and comput now boast multipl processor the use of function idea to facilit parallel program is becom increasingli widespread. in thi cours you'll learn the fundament of parallel program from task parallel to data parallelism. in particular you'll see how mani familiar idea from function program map perfectli to to the data parallel paradigm. we'll start the nut and bolt how to effect parallel familiar collect oper and we'll build up to parallel collect a production-readi data parallel collect librari avail in the scala standard library. throughout we'll appli these concept through sever hands-on exampl that analyz real-world data such as popular algorithm like k-mean clustering. learn outcomes. by the end of thi cours you will be abl to - reason about task and data parallel program - express common algorithm in a function style and solv them in parallel - compet microbenchmark parallel code - write program that effect use parallel collect to achiev perform recommend background you should have at least one year program experience. profici with java or c# is ideal but experi with other languag such as c/c++ python javascript or rubi is also sufficient. you should have some familiar use the command line. thi cours is intend to be taken after function program design in scala https//www.coursera.org/learn/progfun2.data structur parallel algorithm openfabr allianc task parallel unifi parallel c algorithm data parallel scala program parallel comput comput program computer-sci software-develop

recommend system with tensorflow on gcpadvancedin thi cours you'll appli your knowledg of classif model and embed to build a ml pipelin that function as a recommend engine. � devis a content-bas recommend engin � implement a collabor filter recommend engin � build a hybrid recommend engin with user and content embed >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<system architectur cloud comput googl cloud platform tensorflow deep learn cloud platform machin learn matric artifici neural network recommend system data-sci machine-learn

the chang arcticnot calibratedwhat will i learn? after take thi cours you will have an understand of arctic landscap how they were form and how they are changing. you will also learn how scientist from countri around the north are work togeth to understand how these chang will affect the peopl of the north and the global community. you will experi a rang of scientif topic up-to-date-method for understand our environ and the current consensu view on the futur of the arctic environment. do i need prior knowledge? no prior knowledg is need for thi course; particip should onli come equip with natur curios and a willing to invest time in understand an environment issu of global concern. the term and concept are target at an educ public not specialist but resourc will be provid so those who are motiv can explor some issu in more depth.human learn geolog curios methan problem solv plant biologist resourc dam volatil organ compound life-sci basic-sci

covid-19 - a clinic updatebeginnera an expert in infecti diseas editor of the journal of infecti diseas and author of the textbook infecti diseas a clinic short cours mcgraw-hil april 2020 i have been concern about the misinform be share about the covid-19 epidemic. how did thi diseas develop? where did it come from? how doe it caus diseases? the answer to these question will be answer in the first video of modul 1. the world ha been startl and frighten by the rapid spread of thi viru throughout the world. in video 2 the epidemiolog as present understood is reviewed. thi video will be period updat recogn the rapid progress of the pandemic. mani want to know how doe thi diseas present what are the symptom associ with covid-19? how danger is covid-19? who is at risk of dying? all these question are answer in video 3. and final how is thi diseas best treat and how can we slow the spread of the infection? these question are answer in video 4. in addit to the video multipl choic question are includ to test your understand and there is an epidemiolog peer review exercis design to teach you how thi infect is spread and to show the power of the trace of case and isol those who are infected. the second peer review exercis will encourag you to creat a campaign to shift your countri cultur to embrac behavior that can lead to suppress of the epidem behavior that will save lives. after complet thi cours you will be arm with the knowledg and skill to make a differ and help to bend the curve.diseas mechan ventil vaccin outbreak epidem medic histori intub epidem patient social distanc life-sci patient-car

how to creat text effect in gimpbeginnerin thi 1-hour long project-bas cours you will learn how to add a myriad of text effects. you will learn how to make your text stand out from the background how to add a border to your text and how to make a text outline. you will learn how to place an imag insid text and how to place a gradient insid text. you will learn how to place text on a path and how to make 3d text. you will also learn how to add filter to your text to gener your own text effects. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.point devic gestur r&d manag gradient lambda lift order pair english grammar top-down and bottom-up design stand ovat path variabl project computer-sci design-and-product

prepar for the googl cloud profession data engin exambeginnerfrom the cours "the best way to prepar for the exam is to be compet in the skill requir of the job." thi cours use a top-down approach to recogn knowledg and skill alreadi known and to surfac inform and skill area for addit preparation. you can use thi cours to help creat your own custom prepar plan. it help you distinguish what you know from what you don't know. and it help you develop and practic skill requir of practition who perform thi job. the cours follow the organ of the exam guid outlin present highest-level concept "touchstones" for you to determin whether you feel confid about your knowledg of that area and it depend concept or if you want more study. you also will learn about and have the opportun to practic key job skill includ cognit skill such as case analysi identifi technic watchpoint and develop propos solutions. these are job skill that are also exam skills. you will also test your basic abil with activ track challeng labs. and you will have mani sampl question similar to those on the exam includ solutions. the end of the cours contain an ungrad practic exam quiz follow by a grade practic exam quiz that simul the exam-tak experience. new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng questsbusi requir cloud comput googl cloud platform inform engin cloud platform googl cloud dataproc dataflow databas bigqueri machin learn information-technolog cloud-comput

multipl regress analysi in public healthintermediatebiostatist is the applic of statist reason to the life scienc and it' the key to unlock the data gather by research and the evid present in the scientif public health literature. in thi cours you'll extend simpl regress to the predict of a singl outcom of interest on the basi of multipl variables. along the way you'll be introduc to a varieti of method and you'll practic interpret data and perform calcul on real data from publish studies. topic includ multipl logist regress the spline approach confid interv p-valu multipl cox regress adjust and effect modification.regress analysi regress public health confound interact statist estim linear regress confid interv odd ratio logist regress life-sci health-informat

gener pathophysiologyintermediatedear listeners! warn thi cours contain shock materi and is not recommend for view to person with weak psych minor and pregnant women. the cours describ subject and method of pathophysiolog it place within system of biomed scienc and history. it includ gener nosolog concept of health and diseas gener etiolog and pathogenesi patholog process and state role of causal factor condit reactiv and somatotyp in pathology. it give systemat of local and central driven typic patholog process arteri venou and combin hyperemia stasi inflamm immunopatholog process includ allergi and autoimmun disord acut phase respons fever stress shock etc. cours deal with function metabol and inform aspect of typic patholog process like disord of signal recept post � receptor translat program and program archiv conflict of program in live systems. it contain the consequ analysi of the injuri and defens respons as regard separ cell organ and tissu and the whole organism. the lectur base on author� origin three-volum textbook and workshop in pathophysiolog republish in russia mani times.medicin biomed scienc microcircul physiolog endocrinolog biochemistri inflamm pathophysiolog patholog intern medicin life-sci basic-sci

popul health altern payment modelsadvancedth way we current pay our care provid lead to suboptim outcom and unnecessari spending. consequ we fail to maxim the valu of our health care services. we need to chang provid payment model in order to keep health care system financi sustainability. do noth is not an option. but the question is how do we do it? dure thi cours we will discuss the rational for payment reform and dive into the key design element of altern payment model apm and how they chang care provid incentives. you will learn about a roadmap to design and implement apm on your own. you will learn about behaviour econom and human behaviour which are essenti to advanc the design and implement of apms. after the cours you can appli your sharpen skill to lead chang in health care via innov payment model in order to increas valu of health care services. thi cours is target at a varieti of profession in the healthcar sector in order to realis a common language. are you a provid board member work at a public or privat payer or research work in the health sector thi cours is relev for you! thi cours is part of the to-be-develop leiden univers master program popul health management. if you wish to find out more about thi program see the last read of thi course!incent behavior econom loss avers model enabl rel chang and differ financi account desir payment risk life-sci healthcare-manag

aw elast beanstalk build & deploy a node.j rest apiadvancedin thi 1-hour long project-bas cours you will learn how to creat a node.j rest api & launch it on your own server use aw elast beanstalk technology. you will be use the express.j or simpli express a back end web applic framework for node.j framework to creat your rest api & aw desktop manag consol to deploy the rest api to the aw servers. addit you will learn more about read the server log how to switch between differ version of your api applic & also monitor your aw server use elast beanstalk manag console. note to avoid distract for set up dure the cours we would recommend that you creat an amazon aw account beforehand. amazon aw provid a free tier option for 1 year & the cours materi will util servic that fall under the free tier option.represent state transfer uniform resourc locat cloud comput web applic order pair hypertext transfer protocol virtual privat server web applic program interfac switch information-technolog cloud-comput

poverti & popul how demograph shape policyadvancedthi cours ha four modul or foci. the first is to understand the categori of social welfare�popul incom earn and assets� and some relat concept that play a veri larg role in shape polici decis unemploy inflat and the minimum wage. the second deal with the central institut of social welfare�th labor market which larg determin how mani resourc a person has. the labor market also establish hierarchi both through meritocraci and through categori of privilege. the third is poverti the differ way we defin who is poor and how effect u.s. anti-poverti effort have been. the final modul look directli at feder decis make the polit organ of idea the structur of u.s. govern and the legisl process that shape much of our social policy. thi cours address issu of power oppress and white supremacy. the cours is part of a sequenc in social polici that ha an honor track. thi track will prepar the learner for masters-level work in polici which involv read the literatur write concis summari and probe critiques. over the sequenc the learner will develop a polici analysi that will creat a foundat for profession polici analyst assignments.educ bill polit scienc oppress popul inflat unemploy market econom demographi social work social-sci governance-and-societi

electrodynam analysi of electr fieldsintermediatethi cours is a continu of electrodynam an introduction. here we will cover differ method of calcul an electr field. in addit we will introduc polar dielectr and how electr field creat dipoles. learner will �\tbe abl to appli symmetri and other tool to calcul the electr field. �\tunderstand what suscept polar and dipol are. addit student will learn to visual maxwel equat in order to appli the deriv mathemat to other field such as heat/mass diffus and meso-scal electromechan properti and to creat patent that could lead to potenti innov in energi storag and harvesting. the approach taken in thi cours complement tradit approach cover a fairli complet treatment of the physic of electr and magnet and add feynman� uniqu and vital approach to grasp a pictur of the physic universe. furthermor thi cours uniqu provid the link between the knowledg of electrodynam and it practic applic to research in materi scienc inform technolog electr engin chemistri chemic engin energi storag energi harvest and other materi relat fields.colloid chemic engin electron equipotenti high voltag physic physic experi electr engin student residu energi physical-science-and-engin electrical-engin

the music of american english pronunciationbeginnerin thi third cours of the pronunci of american english special you will learn and practic the "music" of american english the featur of pronunci such as stress rhythm and inton that will help improv your listen comprehens as well as your abil to commun more clearly. each week you will receiv practic advic from success english learner and practic an effect techniqu call shadow to improv your pronunci of the music featur of english. you will also have opportun to record yourself and to respond to the record of other learners. onli learner who pay for the cours will be abl to take the grade quizz or submit assign for feedback. the free version provid access to the lectur and practic activ only.receiv english grammar translat data cluster algorithm speech music grammar stress english languag phonet language-learn learning-english

fundament of managementbeginnerar you about to enter the workforce? are you an emerg professional? are you new to your role in the organization? all prospect new employe benefit from understand manag principl role and respons regardless of position. now you can acquir an in-depth understand of the basic concept and theori of manag while explor the manager' oper role in all type of organizations. gain insight into the manager' respons in plan organ lead staf and control within the workplace. it� never too soon to plan your profession path by learn how the best manag manag for success! upon complet thi cours you will be abl to 1. describ the differ between manag and leader 2. explor the focu of a manager� job 3. cite the requir skill for a new manager� success 4. describ the five function of manag 5. explain the new model manag oper philosophi 6. describ the hierarchi of plan 7. use the smart goal set techniqu 8. discuss the concept of evolut of leadership 9. explain how custom satisfact is link to control 10. discuss the power of build a networkcontrol manag plan process leadership and manag manag theori process manag leadership manag process chang manag organ manag busi leadership-and-manag

advanc speak and listen projectadvancedlearn will present a well-organ academ speech on a topic in an academ field of the learner' choice. the learner will need to recal all of the skill learn in the previou three cours and complet sever step to complet the project. the learner will choos an academ topic and will then need to do some research interview a coupl of expert in the field creat visual element and record a video of the presentation. the present will use techniqu for prepar and practic a present and demonstr effect verbal and non-verb skills. do thi will help prepar you for present in school or work.project rapid serial visual present panel discuss critic think listen speech english languag languag learn present languag language-learn learning-english

hybrid cloud servic mesh with anthosbeginnerthi on-demand cours equip student to understand and adopt istio-bas service-mesh with antho for central observ traffic manag and service-level security.authent multiplex transport layer secur it servic manag author servic discoveri load balanc applic layer access control intellig network traffic manag information-technolog cloud-comput

cobol program with vscodebeginnerprofessor tak auyeung of american river colleg said it beauti �a program languag is not a fashion statement� it is use for a purpose. whether it is to add new featur modifi logic creat api to integr it into other applic or implement modern develop practic busi around the world need applic develop who know cobol. thi introductori cobol cours help a novic learn the structur of cobol program data type & variabl handl intrins function branch logic and more. the goal of the cours is to enabl the particip to be abl to write basic cobol programs. thi is a fantast compliment to the ibm z/o practition path for the ibm mainframe. join the cobol friday web series. these webinar are curat for first-tim programm lifelong learner and anyon who' interest in learn cobol. http//ibm.biz/cfcoursera on success complet of thi cours learner are elig to earn their cobol program with vscode badge.ibm cobol number spreadsheet rel chang and differ comput program data type cobol reserv word arithmet mainfram continu function computer-sci software-develop

cryptographi and hash overviewconversantcontinu learn about blockchain technolog by dive into the natur of ownership and how the blockchain is one way to approach decentr transact handling. thi cours also demystifi cryptographi and hash which are critic for authent user and guarante transact privacy. thi cours requir the purchas of two book for the complet of assign drescher d. 2017. blockchain basic a non-techn introduct in 25 steps. isbn-13 978-1484226032 antonoupoulo a. m. 2017. the internet of money volum two. isbn-13 978-1947910065averag cryptographi encrypt hash function public-key cryptographi string comput scienc verif and valid hash password blockchain computer-sci algorithm

postman - intro to api (without coding)beginnerw use api everyday - when we check the news when we log into onlin servic - becaus api are use by mani compani as a way to interact with their product or service. be abl understand and send api request is help in mani role across the busi - includ product market and data. if you work alongsid or interact with api in your job or you want to use api in your tech or data project thi cours is a great introduct to interact with api without write could use a program call postman. by the end of thi project you will understand what api are and what they are use for. you will have interact with a number of api and recognis the differ part which make up an api. you will feel comfort read api document and write your own requests.project mine market news network news transfer protocol project write applic program interfac uniform resourc locat number spreadsheet interact information-technolog data-manag

protect busi innov via patentbeginnerprotect busi innov via patent watch cours overview https//youtu.be/muja4iwbrt thi cours assum no prior knowledg in law busi or engineering. howev student with background in all three area will find use concept or idea in the cours on how to protect busi innov use patents. the approach taken in thi cours is practic and commerci rather than theoretical. a combin of lectur and case studi help to illustr the concept and make the cours more interesting. after complet thi cours student should be abl to understand how patent are issu and protect innov includ what is a patent? what do they protect? how do we get a patent? where are patent valid? how much do they cost? in addit to basic concept the cours also deal with advanc topic such as softwar patent busi process patent patent life patent troll and multipl case exampl of larg and small compani use patent and patent lawsuits. we also expect you to have fun in thi course. so go forth and enjoy! other cours in the protect busi innov seri 1. copyright https//www.coursera.org/learn/protect-business-innovations-copyright 2. trademark https//www.coursera.org/learn/protect-business-innovations-trademark 3. patent https//www.coursera.org/learn/protect-business-innovations-pat 4. strategi https//www.coursera.org/learn/protect-business-innovations-strategyservic innov innov patent law intellectu properti order pair law util plan busi process cost busi business-strategi

real-tim ocr and text detect with tensorflow opencv and tesseractbeginnerin thi 1-hour long project-bas cours you will learn how to collect and label imag and use them to train a tensorflow cnn convolut neural network model to recogn relev area of typefac text in ani imag video frame or frame from webcam video. you will learn how to extract imag segment that your detector ha identifi as contain text and enhanc them use variou imag filter from the opencv module. then you will learn how to pass the result imag to google' open-sourc ocr optic charact recognit softwar use the pytesseract python librari and read the text to whatev form of output you like. all of thi will be done on window but can be accomplish with veri littl alter on linux as well. we will be use the idl develop environ to write a singl script to scan our video webcam input or array of imag for text and read that text into our output. tensorflow the tensorflow object detect api tesseract the pytesseract librari labelimg for imag annot opencv and all other requir softwar ha alreadi been instal for you in your rhyme desktop. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.imag process openbsd optic charact recognit digit imag process python program tensorflow region of interest object detect opencv machin learn data-sci machine-learn

disabl inclus in educ build system of supportintermediateworldwid million of children are not abl to fulli particip in school and thi is especi a problem for children with disabilities. in thi cours we explor the support that teacher need in order to meet the need of children with sever to profound hear visual and intellectu disabilities. we consid how thi can be done by talk with a rang of expert from teacher to activist about inclus educ as well as share experi of education. inclus educ is onli possibl if teacher are support and empow to make the curriculum access to all learners. the topic in thi cours cover develop disabl confid and what exactli children with specif impair need to be abl to learn. thi includ share specif classroom strategi and teach activ for learner who are d/deaf or hard of hear blind or have low vision or have a sever to profound intellectu disability. by the end of the cours you will be familiar with the impair specif need of learner with disabl and how to build system of support for inclus education. you will be abl to purchas a verifi certif if you wish to show evid of your achiev but thi is option and you may appli for financi aid if you are unabl to pay the certif fee. thi cours wa develop as part of the project �strengthen teach for children with profound hear visual and intellectu disabl in south africa` co-fund by christoffel-blinden mission cbm and the european union.soci justic special educ learn disabl educ empower intellectu disabl learn disabl causal teach child psycholog social-sci educ

introduct to cybersecur tool & cyber attacksbeginnerthi cours give you the background need to understand basic cybersecurity. you will learn the histori of cybersecur type and motiv of cyber attack to further your knowledg of current threat to organ and individuals. key terminolog basic system concept and tool will be examin as an introduct to the cybersecur field. you will learn about critic think and it import to anyon look to pursu a career in cybersecurity. final you will begin to learn about organ and resourc to further research cybersecur issu in the modern era. thi cours is intend for anyon who want to gain a basic understand of cybersecur or as the first cours in a seri of cours to acquir the skill to work in the cybersecur field as a jr cybersecur analyst. the complet of thi cours also make you elig to earn the introduct to cybersecur tool & cyber attack ibm digit badge. more inform about the badg can be found https//www.youracclaim.com/org/ibm/badge/introduction-to-cybersecurity-tools-cyber-attack want to see if thi is a good career fit for you? ibm is collabor with myinnergeniu one of the world' lead assess compani to help you find out which career in it you will love -- career that are a great match for you -- regardless of your educ or experi -- even if you�v never consid a role in it. in less than an hour you will receiv target recommend for hot role where you will excel and everyth you need to get started. you can even earn ibm digit badg to show the world your skills! find out more http//ibm.myinnergenius.com/cyber-secur regul cyber secur standard forens secur digit forens cybercrim cryptographi cyberattack leadership and manag penetr test information-technolog cloud-comput

fundament of fund with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. in thi cours you will explor how acquisit and fund applic can support and expand your busi opportunity. you will evalu your business� financi profil and plan action to improv it. the exercis will guid you through discov potenti type of fund for your busi and help you to identifi the inform you may need for futur fund requirements. by the end of the cours you will understand the import of approach fund strateg and be abl to appli the skill you have develop to make a good fund applic to facilit your busi growth. if you are unsur of your futur cash flow need you may wish to complet one of the other goldman sach 10 000 women cours �fundament of financi planning� to predict financi challeng so that you can make strateg choic for your business. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.commun valuat of option fund onlin learn bank loan repay privat equiti invest bank financ fund option busi entrepreneurship

foundat of objective-c app developmentbeginneran introduct to the objective-c program language. thi will prepar you for more extens io app develop and build a foundat for advanc io develop topics. objective-c program requir a mac laptop or desktop computer. an io devic is option if the learner is will to work exclus with the simulator. some learner have been abl to work with an os x virtual machin on window but explain how to do that is beyond the scope of thi course. upon complet thi cours you will be abl to 1. read and write objective-c 2. have a strong grasp of objective-c object 3. organ their code profession use object and block 4. prototyp sever entry-level appsio develop printf format string xcode c program comput program euler' totient function objective-c swift program c++ order pair computer-sci mobile-and-web-develop

program mobil applic for android handheld system part 2advancedthi cours introduc you to the design and implement of android applic for mobil devices. you will build upon concept from the prior cours includ handl notif use multimedia and graphic and incorpor touch and gestur into your apps.notif area interact techniqu android develop softwar engin mobil app shell comput widget gui php graphic user interfac element databas computer-sci mobile-and-web-develop

analyz market attract use createlybeginnerbi the end of thi 2 hour-long guid project you will be fluent in identifi and analyz busi market and how to discov their attract to new product and services. thi project is design to engag and har your visionari and exploratori abilities. you will be use proven model in competit strategi and the creat platform to explor and analyz the factor that contribut to busi success. thi is an import step for individu or compani want to explor new market for product or services. you will engag in evalu through exampl and hands-on practic examin busi immedi forc shape market includ competitor supplier buyer threat of new busi enter the segment and substitut products. you will be readi to take an entrepreneuri idea through a scientif and logic process help you valid your idea for new busi or service. thi cours further the knowledg and skill acquir dure "analyz macro-environment factor use creately" and is import step in engin a success product or service.financi analysi market econom strategi busi strategi attract competit suppli chain busi plan porter' five forc analysi analysi busi business-strategi

person leadership develop plan and lead high perform teamsadvancedan action leadership improv plan enabl you to leverag strength and close the gap on weaknesses. in thi cours you will build your own plan that you can put into practic immedi and realiz goal within the next two years. it lay the foundat for an evergreen process of select and priorit of skill and action plan for sustain leadership development.person advertis perform leadership develop self-assess deleg smart criteria motiv leadership empower compet human resourc busi leadership-and-manag

integr script for scene interactionsadvancedwelcom to integr script for scene interact the third cours in the uniti certifi 3d artist special from uniti technologies. the cours in thi seri will help you prepar for the uniti certifi 3d artist exam the profession certif for entry- to mid-level uniti artists. 3d artist are critic to the uniti develop pipeline. they are a bridg between the programm write the applic code and the design or art director who defin the application� aesthet and style. in these cours you will be challeng to complet realist art implement task in uniti that are align to the topic cover on the exam. in thi third cours you will complet work on the kitchen configur applic - an app that let user view a realist render of a kitchen and swap out object and materi to custom the design. now you�ll work on the allow user to actual interact with your beauti design. you�ll implement a user interfac ui in uniti and add some pre-written script to the project to make it interactive. final you�ll adapt the project to vr with by bring the ui into world space. by the end of the cours you�ll have a function kitchen configur app that would be readi to take to the final stage of product and launch. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti 3d artist or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi implement 3d art in unity. you should be profici at import asset into uniti from digit content creation dcc tool prototyp scene work with light and ad particl and effects. you should also have a basic understand of 2d asset manag anim and work with scripts. you should have experi in the full product develop lifecycl and understand multi-platform develop includ for xr ar and vr platforms.switch interact experi order pair video game develop comput program comput anim project user experi visual design computer-sci design-and-product

voic of social changebeginnerat a time of polit unrest environment uncertainti and linger inequ young social change-mak are lead the way to counter the today� challenges. what are you do to creat sustain posit change? voic of social chang is a free onlin short cours co-design and deliv by eight young social entrepreneurs. follow in the footstep of these young change-mak who had an idea a desir to make an impact and convert that into real-world change. today they�r enhanc the live of million of peopl around the world. power by laureat intern univers in partnership with the intern youth foundat iyf and b lab voic of social chang will provid the scaffold and network to support your next move � whether it be help your local commun start a new ventur or elev your exist initiative. learn from those who have experienc the win and loss of social enterpris connect with other like-mind change-mak ask the same question you are and walk away with your own action plan.soci network process plan friendship takeov busi process rel chang and differ design think social work brainstorm personal-develop personal-develop

manag asthma allergi diabet and seizur in schoolbeginnerwelcom to school health special manag asthma anaphylaxi food allergi diabet and seizur in school course. in thi cours you will learn about these common medic issu student face and how to best support student who suffer from them. we will also take a holist look at how we can best support overal student health. we will take a look at how the school nurs provid support to student and staff in each scenario and how to plan ahead in the event of an emergency. we will walk through the reason that school should promot student health and how we can support student that face these common medic condit as part of the cours we will introduc two student to help all of thi inform come alive. prepar yourself to learn about these common medic conditions. let� get started!health care first aid medic asthma allergi glucos emerg emerg manag symptom leadership and manag life-sci patient-car

global challeng in busi capstoneadvancedth capston for the global challeng in busi special will provid a learn experi that integr across all the cours within that specialization. it will involv analysi of a situat concern an actual busi with a view to work toward a global stakehold engag busi plan for introduct of a new product. student will analyz a situat take the vantag point of a global compani and develop a global stakehold engag plan for a specif geographi chosen by students� region or countri of resid or other consideration.suppli chain global price market segment go to market market econom corpor social respons strateg manag target market ad valu busi business-essenti

sever to profound intellectu disabl circl of care and educationintermediatethi cours is about care for and educ children and youth with sever to profound intellectu disability. we use the idea of 'circles' to posit the child at the center of the mani level of support needed. around the child are circl of care and educ - such as the parent famili friend caregiv educ health care worker and other such as neighbor busi owner and commun members. each one ha an import role to play in the life of a person with an intellectu disabl and can be seen as a caregiv and educator. although thi cours is aim particularli at caregiv who work at a special centr or in a privat home each person in the circl of care and educ play a valuabl role and will find the cours useful. dure the cours you can gain greater understand about intellectu disabl level of sever of intellectu disabl and the histori of intellectu disability. you will also start to understand how you can support children and youth with sever to profound intellectu disabl so that they can reach their full potenti and becom particip member of society. we look at lifelong learn by explor brain develop the learn process and how to maximis the opportun for learning. with input from a rang of expert we consid how best learn can be facilitated. thi includ look at children� learn support need how to go about plan activ for the learn programm as well as how to empow multipl peopl who work in a team to care and educ children with sever to profound intellectu disability. in the last week we focu on right advocaci and relationship of care. empow and care for caregiv themselv is a key focu of the course. for profession develop purpos you can purchas a verifi certif if you wish to show evid of your achiev but thi is option and you can appli for financi aid if you are unabl to pay the certif fee.lifelong learn process special educ intellectu disabl development disabl educ child intellectu autism facilit life-sci healthcare-manag

teach children with visual impair creat empow classroomsbeginnerin the educ of children with visual impair there is at present a global movement away from segreg special school and toward inclus neighbourhood schools. inclus provid an opportun for everyon teacher as well as learner to becom more acquaint about life with visual impair and to overcom some of the barrier of differ which have exist in the past. but if it is to be success teacher and other requir key skill and insight in order to creat classroom environ which fulli accommod the learn need of children with visual impairment. in thi cours you will discov the visual impair child by recogn that there are mani differ eye condit and that each affect learn and behavior differently. dure the cours we will explor the expand core curriculum which is a collect of content area that teacher integr into the core curriculum to give visual impair learner access to knowledg that sight learner gain through observation. you will also learn how to make your classroom the content your teach and the assess access through curriculum differenti strategies. by the end of the cours you will have the necessari tool to creat empow classroom where you can teach children with visual impair in an inclus access and attun space. you will be abl to purchas a verifi certif if you wish to show evid of your achiev but thi is option and you may appli for financi aid if you are unabl to pay the certif fee.child develop educ teach peer support special educ experi learn style psychosoci assist technolog child social-sci educ

intercultur commun and conflict resolutionadvancedintercultur commun and conflict resolut is a grow area of import consid the pace and volum of global transactions. the eas of global commun use technolog the abund of cheaper transport cost and the frequenc of busi use cross-bord talent is foster million of interact a day between peopl of differ cultures. examin how the process of commun can be further complic dure interact between peopl of differ cultures. the topic of stereotyp gener commun style commun strategi and commun orient will be explored. upon complet thi cours you will be abl to 1. explain the dimens of intercultur interact that add to conflict 2. analyz the dynam of intercultur interact 3. plan strategi for success in intercultur interactionsrel chang and differ intern relat psycholog first aid cross-cultur commun plan offic administr intercultur commun commun cultur conflict resolut busi business-essenti

predict and control with function approximationbeginnerin thi cours you will learn how to solv problem with larg high-dimension and potenti infinit state spaces. you will see that estim valu function can be cast as a supervis learn problem---funct approximation---allow you to build agent that care balanc gener and discrimin in order to maxim reward. we will begin thi journey by investig how our polici evalu or predict method like mont carlo and td can be extend to the function approxim setting. you will learn about featur construct techniqu for rl and represent learn via neural network and backprop. we conclud thi cours with a deep-div into polici gradient methods; a way to learn polici directli without learn a valu function. in thi cours you will solv two continuous-st control task and investig the benefit of polici gradient method in a continuous-act environment. prerequisit thi cours strongli build on the fundament of cours 1 and 2 and learner should have complet these befor start thi course. learner should also be comfort with probabl & expect basic linear algebra basic calculu python 3.0 at least 1 year and implement algorithm from pseudocode. by the end of thi cours you will be abl to -understand how to use supervis learn approach to approxim valu function -understand object for predict valu estim under function approxim -implement td with function approxim state aggreg on an environ with an infinit state space continu state space -understand fix basi and neural network approach to featur construct -implement td with neural network function approxim in a continu state environ -understand new difficulti in explor when move to function approxim -contrast discount problem formul for control versu an averag reward problem formul -implement expect sarsa and q-learn with function approxim on a continu state control task -understand object for directli estim polici polici gradient object -implement a polici gradient method call actor-crit on a discret state environmentreinforc gradient gradient descent reinforc learn approxim markov decis process euler' totient function function approxim human learn tabl of keyboard shortcut data-sci machine-learn

advanc neurobiolog ibeginnerhello everyone! welcom to advanc neurobiology! neurosci is a wonder branch of scienc on how our brain perceiv the extern world how our brain think how our brain respond to the outsid of the world and how dure diseas or age the neuron connect deteriorate. we�r tri to understand the molecular cellular natur and the circuitri arrang of how nervou system works. through thi cours you'll have a comprehens understand of basic neuroanatomi electr signal transduct movement and sever diseas in the nervou system. thi advanc neurobiolog cours is compos of 2 part advanc neurobiolog i and advanc neurobiolog ii and the latter will be onlin later. they are relat to each other on the content but separ on score and certif so you can choos either or both. it� recommend that you take them sequenti and it� great if you�v alreadi acquir a basic understand of biology. thank you for join us!act potenti biochemistri neuron softwar anatomi pharmacolog neurobiolog neurosci biolog alzheimer' diseas molecular biolog life-sci basic-sci

foundat of teach for learn introductionintermediateth foundat of teach for learn programm is for anyon who is teach or who would like to teach in ani subject and ani context - be it at school at home or in the workplace. with dynam lesson taught by establish and respect profession from across the commonwealth thi eight cours programm will see you develop and strengthen your skill in teach profession assess and more. as you carri on through the programm you will find yourself strengthen not onli your skill but your connect with colleagu across the globe. a profession develop opportun not to be missed. thi introductori cours consid the three domain of be a teacher profession knowledg and understanding; profession practice; and profession valu relationship and engagement. enhanc your cours by join the commonwealth teach commun on our websit facebook and twitter.psycholog human learn interperson relationship educ practic teach teach method proactiv thought child develop plan social-sci educ

chang leadership develop forc field analysi in miroadvancedbi the end of thi guid project you will be fluent in identifi and map forc for forc field analysi use a hands-on example. thi will enabl you to map and rate the forc which is import in for valid prepar and manag chang in profession and person life. chang happen all the time and in be abl to identifi factor involv in chang and prepar to manag chang you increas your chanc for success. thi analysi will help you if you are in + strategi develop + program manag + project manag + busi process re-engin + product develop + organis develop and much more. on a person level thi analysi can help you to map forc for chang and forc against chang for differ settings. for exampl + compet in sport + have a profession goal + develop a good habit furthermor thi guid project is design to engag and har your visionari and exploratori abilities. and further equip you with the knowledg to utilis the learn concept methodolog and tool to prepar for chang in variou settings.busi case person advertis map plan project map e-nabl chang manag write enabl busi business-strategi

lesson | telephon languagenot calibratedthi lesson is part of a full cours speak english profession in person onlin & on the phone. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to identifi telephon languag through phone dialogues.speech languag market law b2b market digit market english languag onlin learn commun account e-commerc language-learn learning-english

python trick and hack for productivityadvancedbi the end of thi project you are go to be an more complet python user and will have an better grasp of sever techniqu and tip which increas code speed and conciseness. thi will be use for anyon who use python regularli includ data scientist softwar engin technician and hobbyists. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput program transpos concis python program softwar engin grasp project oper manag progress bar dict computer-sci software-develop

privaci in the usaadvancedaft have follow privaci in the western world you have becom acquaint with the overal global legal system and the origin of privaci as a concept as well as privaci as a human right. thi cours deal with the american legal system to protect privacy. in the usa privaci is protect through differ legal concepts. constitut protect through the 4th amend play a crucial role in protect the us citizen against unjust government intrusion. as part of a myriad of consum protect law e.g. health financi person data is also protected. and last but not least there are a number of specif law deal with the privaci protect of all sort of commun such as mobil telephoni e-mail onlin search etc. the cours deal with the main legal concept in such a way that the learner will after have success complet the cours be abl to follow the legal develop in the usa. we hope you enjoy the course!american law person identifi inform secur privaci data protect telecommun litig public relat financi privaci stem law social-sci law

japanes for beginn 2beginnerjapanes languag ha becom extrem popular among learner in recent year sinc it is the best way to explor one of the richest and most mysteri cultur of the modern east. thi cours is aim at those who are interest in understand japanes way of think and view of the world through learn the language. cours materi are provid by the teach staff from the depart of japan studies. upon complet of thi cours the learner will be abl 1. to read text in japanes and write use the hiragana and katakana script as well as the kanji characters. 2. to understand basic vocabulari in speech and use it in everyday commun situat shop travel visit friend phone convers etc. 3. to form their own sentenc use the provid grammar material. thi cours introduc a lot of new grammar construct use vocabulari and convers phrase to the learner who alreadi complet japanes for beginn 1. five unit of thi cours aim to enrich learner oral and written speech and help in acquir fluenci in japanese.shop japanes languag grammar write materi linguist listen korean languag process video game develop language-learn other-languag

introduct to recommend system non-person and content-basedbeginnerthi cours which is design to serv as the first cours in the recommend system special introduc the concept of recommend system review sever exampl in detail and lead you through non-person recommend use summari statist and product associ basic stereotype-bas or demograph recommend and content-bas filter recommendations. after complet thi cours you will be abl to comput a varieti of recommend from dataset use basic spreadsheet tool and if you complet the honor track you will also have program these recommend use the open sourc lenskit recommend toolkit. in addit to detail lectur and interact exercis thi cours featur interview with sever leader in research and practic on advanc topic and current direct in recommend systems.demographi tf idf summari statist recommend system inform retriev recurs enumer set person prefer track machin learn data-sci machine-learn

global diseas masterclass global diseas distributionbeginnerth global diseas masterclass is part of the full-degre master of public health that the school of public health. by the end of thi specialis our aim is that student will be abl to critic appli epidemiolog concept to major global diseas and be abl to apprais and recommend polici option to combat them. global diseas masterclass global diseas distribut in thi cours we will introduc student to the most import trend and pattern in health and diseas on a global scale. we will look at how health ha improv over time examin the trend for the futur and look at between and within-countri inequ in health. we will look at the method that lie behind those statist and think about differ way in which health can be conceptualis and measured. the cours end by consid the reason that might lie behind the pattern that we�v point out and introduc the distinct between direct and structur interventions.th cours end by consid the reason that might lie behind the pattern that we�v describ and introduc the concept of structur interventions.glob determin gener statist risk student residu health data risk factor risk factor chi-squar distribut diseas life-sci public-health

age of cathedralsintermediatean introduct to some of the most astonish architectur monument the world ha ever known�goth cathedrals. we shall studi the art literatur intellectu life econom and new social arrang that aros in the shadow of the cathedr and that were such an import part of the reviv of citi in the twelfth and thirteenth centuries. the goal of the cours is a better appreci of the high middl age a world that is still recogniz our own.architectur art bibl art histori glass middl age age mother autoregress condit heteroskedast histori arts-and-human histori

smart contractsadvancedthi second cours of the blockchain special will help you design code deploy and execut a smart contract � the comput element of the blockchain technology. smart contract allow for implement user-defin oper of arbitrari complex that are not possibl through plain cryptocurr protocols. they allow user to implement condit rule and polici of the domain applications. smart contract are a power featur that when properli design and code can result in autonom effici and transpar systems. you will design and program smart contract in solid languag test and deploy them in the remix develop environ and invok them from a simpl web interfac that remix provides. thi cours featur best practic for design solut with smart contract use solid and remix ide. main concept are deliv through video demo and hands-on exercises.cli comput blockchain access modifi interfac trace softwar teleprocess monitor smart contract deploy environ ethereum solid computer-sci software-develop

creat an fp weapon in uniti (part 1 - revolver)advancedin thi one-hour project-bas cours you'll learn how to set up a revolv for a first-person shooter. thi project cover configur a gun prefab enabl your fp player to pick up hold fire and drop a gun with keyboard and mous input and ad an aim reticle. the guid project will introduc you to the follow uniti concept - prefab - anim - ui canva - ui imag - raycast - code techniqu includ the input class keycod and interfac thi is part 1 of a four-part seri on creat a weapon for your fp game. part 2 cover creat visual effect when your player fire the gun. part 3 will show you how to set up the weapon' properti and damag effect to appli to destroy targets. lastli part 4 will walk you through the step for ad ammunit reload the weapon and creat magazin and other weapons. thi is a stand-alon guid project and also serv as an option but recommend foundat for the "fp weapon" series. thi seri make use of the western-them uniti project first creat in control physic with c# in uniti and the vm-compat fp player script written in creat a vm compat first person camera. these compliment thi guid project and although not prerequisit are recommend for a more well-round understand of the concept present herein.gamif of learn project process .properti hold java annot sourc line of code e-nabl teach method parent computer-sci software-develop

homeland secur and cybersecur futureintermediatethi cours take a look at the futur of cybersecur with respect to what is be done to lessen the potenti for catastroph destruct result from cyber attack on critic infrastructure. in thi respect we take a short survey of potenti technolog solut and respons options. we conclud thi modul by take a look at uniqu aspect of the cyber profess and person consider for those who want to make cybersecur a career.leadership and manag crime risk criminolog secur comput and network surveil no silver bullet trade-off cybercrim risk analysi social-sci governance-and-societi

healthcar consumer and implic for care deliveryintermediatein thi cours we will examin the chang role of the consum in healthcare. consum are ask for more account in how healthcar is deliv and paid for. healthcar profession must make sure that they are deliv high qualiti person care. some of the topic we'll cover are the healthcar ecosystem new technolog in healthcar the develop of new payment model chang manag in healthcar data analytics. by the end of thi cours you will be abl to 1. explain the new role of consum in healthcar deliveri in order to respond to the demand in thi chang industri 2. identifi the key player in the healthcar ecosystem 3. describ how the healthcar system oper and it impact on consumer-driven healthcare. 4. articul the challeng face consum and provid in order to find potenti solut for these challenges.healthcar manag emot insur chang manag voic of the custom leadership and manag nutrit fee-for-servic human learn ecosystem life-sci healthcare-manag

magna carta and it legaci freedom and protestintermediatethi cours examin the role that magna carta ha play histor as well as the import of magna carta today. it aim to equip student with a critic understand of magna carta and it signific around the globe. student will find out what magna carta is how it came about and whi mani believ that it remain one of the most signific document in history. we will investig whi magna carta wa perceiv as 'radical' in it day whi it continu to be the sourc of numer debat and whi it anniversari are celebr wide up until the present day. magna carta' most recent anniversari took place in 2015 when the 800th anniversari of magna carta' seal on the meadow of runnymed in surrey wa celebrated.land law go program languag english languag historiographi histori of idea author constitut law histori common law arts-and-human histori

convert circuitsadvancedthi cours can also be taken for academ credit as ecea 5701 part of cu boulder� master of scienc in electr engin degree. thi cours introduc more advanc concept of switched-mod convert circuits. realiz of the power semiconductor in invert or in convert have bidirect power flow is explained. power diod power mosfet and igbt are explain along with the origin of their switch times. equival circuit model are refin to includ the effect of switch loss. the discontinu conduct mode is describ and analyzed. a number of well-known convert circuit topolog are explor includ those with transform isolation. the homework assign includ a boost convert and an h-bridg invert use in a grid-interfac solar invert system as well as transformer-isol forward and flyback converters. after complet thi cours you will ? understand how to implement the power semiconductor devic in a switch convert ? understand the origin of the discontinu conduct mode and be abl to solv convert oper in dcm ? understand the basic dc-dc convert and dc-ac invert circuit ? understand how to implement transform isol in a dc-dc convert includ the popular forward and flyback convert topolog complet of the first cours introduct to power electron is the assum prerequisit for thi course.model analysi sensit index topolog electron electr engin switch simul power electron electron design physical-science-and-engin electrical-engin

predict model and analyticsadvancedwelcom to the second cours in the data analyt for busi specialization! thi cours will introduc you to some of the most wide use predict model techniqu and their core principles. by take thi cours you will form a solid foundat of predict analyt which refer to tool and techniqu for build statist or machin learn model to make predict base on data. you will learn how to carri out exploratori data analysi to gain insight and prepar data for predict model an essenti skill valu in the business. you�ll also learn how to summar and visual dataset use plot so that you can present your result in a compel and meaning way. we will use a practic predict model softwar xlminer which is a popular excel plug-in. thi cours is design for anyon who is interest in use data to gain insight and make better busi decisions. the techniqu discuss are appli in all function area within busi organ includ account financ human resourc manag market oper and strateg planning. the expect prerequisit for thi cours includ a prior work knowledg of excel introductori level algebra and basic statistics.logist regress analyt predict analyt regress data analysi regress analysi suppli chain analysi linear regress predict model data-sci data-analysi

art of the mooc public art and pedagogynot calibratedstud of thi cours may tri their hand at their own public art intervent or simpli focu on learn from the theori of public practic and it recent history. design by artist and duke professor pedro lasch and co-taught by creativ time artist director nato thompson thi cours present public cultur and art in their radic reinenv contemporari forms. the lectur link major develop of recent decad to wider topic like spatial polit everyday social structur and experiment education. also includ are guest present from key thinker and practition like tania bruguera clair doherti tom finkelpearl han haack shannon jackson suzann laci rick low and mani more. as the �art of the mooc� titl impli learner and particip are encourag to treat the mooc itself as a public art medium. thi happen mostli through the course� practic compon local project product global exchang and critic feedback. while no prior art make experi is requir project also offer challeng option for advanc learners. for other cours offer or languag version in thi seri just search 'art of the mooc' in the coursera catalog.educ entertain level of analysi histori of rock art therapi histori art case studi interview critic think media & citizenship arts-and-human music-and-art

genet and societi a cours for educatorsintermediatehow have advanc in genet affect society? what do we need to know to make ethic decis about genet technologies? thi cours includ the studi of clone genet enhanc and ownership of genet information. cours particip will acquir the tool to explor the ethic of modern genet and learn how to integr these issu into their classrooms.biolog genet modifi organ medicin genet genom agricultur stem cell histori of genet dna profil compar genom life-sci basic-sci

russian histori from lenin to putinintermediatein thi cours peter kenez professor emeritu at uc santa cruz explain the event of modern russian histori and introduc it most signific actors�from vladimir lenin to vladimir putin.foreign polici russian note take market price art histori latex essay write art and human histori war arts-and-human histori

packet switch network and algorithmsadvancedin thi cours we deal with the gener issu regard packet switch networks. we discuss packet network from two perspectives. one perspect involv extern view of the network and is concern with servic that the network provid to the transport layer that oper abov it at the end systems. the second perspect is concern with the intern oper of a network includ approach direct inform across the network address and rout procedur as well as congest control insid the network.packet switch traffic manag network layer rout random earli detect network topolog token bucket rout protocol topolog open shortest path first computer-sci computer-security-and-network

transgend medicin for gener medic providersintermediateth cours is a comprehens set of didact lectur survey fundament of transgend medic and surgic treatment. the materi is meant to provid the student with core knowledg that is essenti for current primari care provid care for transgend patients. there are 10 modul led by the expert clinic faculti from the pioneer center for transgend medicin and surgeri locat within the mount sinai health system and the icahn school of medicin at mount sinai in new york city. the cours begin with an introduct to frame the sea chang that ha taken place in the current medic practic of transgend health care. subsequ modul allow individu to learn key element necessari to provid qualiti transgend medic care. as a whole the modul provid an opportun to develop a knowledg approach to behavior health primari care hormon therapi and the surgic options. modul 1 introduct - joshua d safer modul 2 make the determin - hansel arroyo modul 3 primari care for transgend women - zil goldstein modul 4 primari care for transgend men - zil goldstein modul 5 what are the essenti strategi to transgend hormon therapy? - joshua d safer modul 6 initi and mainten of hormon for the tran masculin patient - joshua d safer modul 7 initi and mainten of hormon for the tran feminin patient -joshua d safer modul 8 transgend surgeri chest & face - bella k avanessian modul 9 transmasculin genit surgeri - bella k avanessian modul 10 transfeminin genit surgeri - bella k avanessiantherapi medic practic behavior therapi medic statist medicin good clinic practic surgeri hormon replac therapi hormon women' health life-sci patient-car

epigenet control of gene expressionbeginnerwhil the human genom sequenc ha transform our understand of human biolog it isn�t just the sequenc of your dna that matter but also how you use it! how are some gene activ and other are silenced? how is thi controlled? the answer is epigenetics. epigenet ha been a hot topic for research over the past decad as it ha becom clear that aberr epigenet control contribut to diseas particularli to cancer. epigenet alter are herit through cell divis and in some instanc are abl to behav similarli to mutat in term of their stability. importantli unlik genet mutat epigenet modif are revers and therefor have the potenti to be manipul therapeutically. it ha also becom clear in recent year that epigenet modif are sensit to the environ for exampl diet which ha spark a larg amount of public debat and research. thi cours will give an introduct to the fundament of epigenet control. we will examin epigenet phenomena that are manifest of epigenet control in sever organ with a focu on mammals. we will examin the interplay between epigenet control and the environ and final the role of aberr epigenet control in disease. all necessari inform will be cover in the lectur and recommend and requir read will be provided. there are no addit requir text for thi course. for those interest addit inform can be obtain in the follow textbook. epigenetics. alli jenuwein reinberg and caparros. cold spring harbour laboratori press. isbn-13 978-0879697242 | edit 1cancer reproduct technolog dna methyl assist reproduct technolog gene express dna gene genet stem cell cancer epigenet life-sci basic-sci

success interviewingadvancedth goal of hire manag is not just to hire peopl who need a job. it� to hire peopl who believ in their organ it mission and the work that� involv in the job position. everi hire manag know hire peopl to do a job and they�ll work for your money. hire peopl who believ in the work and they�ll work for their passion. and thi is not a case of �fake it until you make it.� you have to be genuin about your belief in an organ and it mission. that mean you have to have research the industri the compani and the posit � and be abl to show how your goal in life align with the company� mission. have done so will shape the impress you convey as a candid the way you answer tradit question and the way you demonstr that you�r the right candid for the job. thi cours is the second in a five-cours specialization. we recommend that cours #1 #2 and #3 be taken in sequence. cours #4 - on resum and cover letter write - can be taken in ani sequenc while cours #5 is the capston for the special as a whole. thi cours can be thought of as "interview i" while cours #3 is "interview ii." cours #3 cover more advanc interview format includ behavior and situat interview - along with the special case of telephon screenings. the logic for includ telephon screen - which happen at the start of the interview process - late in thi special on interview is that those screen while happen earli in the process involv all the skill that you'll learn from cours #1 through cours #3. as for thi cours it will teach you how to 1.\tdo thorough research on a compani of your choice. 2. prepar for those critic first 3-5 minut of an interview when mani recruit say an interview is either won or lost. 3. prepar for the all import "tell me about yourself" question. 4. prepar for tradit interview questions. 5. use strategi for handl the salari question. we don't teach you salari negoti techniqu but we do teach you how to avoid put yourself in a weak negoti position. 6.\tprepar an elev speech - all three variations. 7.\tuse persuas speech techniqu to present profession accomplish and qualif in a manner that convey benefit to a potenti employer. 8.\tuse persuas speech techniqu to convinc a potenti employ of your interest motiv and prepar for a particular position. 9.\tadapt your nonverb commun style to the expect of english-speak interviewers.strategi can respons show me! interview career technolog strategi experi english languag speech self-assess language-learn learning-english

the hidden valu � lean in manufactur and servicesintermediatelean is a power methodolog that enabl manag and employe to shift their mindset and help compani to keep their busi sustain by creat competit advantage. today in an increasingli complex and dynam world where compani struggl to maintain competit advantag lean is more import than ever. thi cours combin the experi of mani senior expert and practition from the boston consult group and �cole de pont and bring perspect on lean in manufactur and services. it offer strong topic foundat as well as deep practic insight into the art of continu improvement. in thi cours you will learn - whi lean is a key driver for sustain competit advantag - how differ compani can leverag lean to creat valu both in manufactur and servic - what it take to drive a lean transform and build a cultur of continu improv - how new technolog impact tradit lean practiceskaizen map valu stream map manufactur process manag process lean manufactur lean think stream thought lean method busi business-essenti

creat a databas with the model tool in mysql workbenchintermediatein thi cours you will use the model and design tool in mysql workbench to design and creat a multiple-t relat database. as a dbm databas manag system mysql is use by mani organ for manag a varieti of type and size of databases. mysql workbench act as an integr develop environ allow user to work with relat databas use a visual user interfac rather than the command line. hands-on activ includ use the model and design tool to draw a databas design diagram gener the databas from that diagram and then use mysql workbench featur to load data into the databas tables. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.databas java annot integr develop environ mysql databas manag system user interfac mysql workbench tabl databas relat databas databas design information-technolog data-manag

project plan and machin learningbeginnerthi cours can also be taken for academ credit as ecea 5386 part of cu boulder� master of scienc in electr engin degree. thi is part 2 of the specialization. in thi cours student will learn * how to staff plan and execut a project * how to build a bill of materi for a product * how to calibr sensor and valid sensor measur * how hard drive and solid state drive oper * how basic file system oper and type of file system use to store big data * how machin learn algorithm work - a basic introduct * whi we want to studi big data and how to prepar data for machin learn algorithmsmachin learn algorithm plan internet of thing project process system u project plan big data project plan machin learn computer-sci design-and-product

build random forest in r with azur ml studiobeginnerin thi project-bas cours you will learn to perform featur engin and creat custom r model on azur ml studio all without write a singl line of code! you will build a random forest model in azur ml studio use the r program language. the data to be use in thi cours is the bike share dataset. the dataset contain the hourli and daili count of rental bike between year 2011 and 2012 in capit bikeshar system with the correspond weather and season information. use the inform from the dataset you can build a model to predict the number of bike rent dure certain weather conditions. you will leverag the execut r script and creat r model modul to run r script from the azur ml studio experi perform featur engineering. thi is the fourth cours in thi seri on build machin learn applic use azur machin learn studio. i highli encourag you to take the first cours befor proceeding. it ha instruct on how to set up your azur ml account with $200 worth of free credit to get start with run your experiments! thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.forest write random forest evalu machin learn python program r program random experi featur engin data-sci machine-learn

introduct to cad cam and practic cnc machiningbeginnerthi cours introduc you to the foundat knowledg in computer-aid design manufactur and the practic use of cnc machines. in thi cours we begin with the basic in autodesk� fusion 360� cad by learn how to properli sketch and model 3d parts. befor we program ani toolpath we�ll explor cnc machin basic to ensur we have the ground level foundat knowledg need to effect defin toolpaths. final we explor the basic of set up a cam program and defin toolpath to cut simpl geometry. thi is the same basic process that get repeat for the design and manufactur of ani part and is a critic step in learn and understand the process. want to take your learn to the next level? complet the autodesk cad/cam for manufactur special and you�ll unlock an addit autodesk credenti as further recognit of your success! the autodesk credenti come with a digit badg and certif which you can add to your resum and share on social media platform like linkedin facebook and twitter. share your autodesk credenti can signal to hire manag that you�v got the right skill for the job and you�r up on the latest industri trend like gener design. enrol in the special here https//www.coursera.org/specializations/autodesk-cad-cam-manufacturingautodesk cnc machin physic 3d model chemic engin manufactur process manag program tool computer-aid design mechan engin autocad physical-science-and-engin mechanical-engin

problem solv use comput thinkingbeginnerhav you ever heard that comput "think"? believ it or not comput realli do not think. instead they do exactli what we tell them to do. program is "tell the comput what to do and how to do it." befor you can think about program a comput you need to work out exactli what it is you want to tell the comput to do. think through problem thi way is comput thinking. comput think allow us to take complex problem understand what the problem is and develop solutions. we can present these solut in a way that both comput and peopl can understand. the cours includ an introduct to comput think and a broad definit of each concept a seri of real-world case that illustr how comput think can be use to solv complex problem and a student project that ask you to appli what they are learn about comput think in a real-world situation. thi project will be complet in stage and mileston and will also includ a final disast respons plan you'll share with other learner like you. thi cours is design for anyon who is just begin program is think about program or simpli want to understand a new way of think about problem critically. no prior program is needed. the exampl in thi cours may feel particularli relev to a high school audienc and were design to be understand by anyone. you will learn -to defin comput think compon includ abstract problem identif decomposit pattern recognit algorithm and evalu solut -to recogn comput think concept in practic through a seri of real-world case exampl -to develop solut through the applic of comput think concept to real world problemsepidemiolog rel chang and differ decomposit problem solv evalu problem statement comput think human traffick algorithm hindley milner type system computer-sci algorithm

surveil system analysi dissemin and special systemsintermediatein thi cours we'll build on the previou lesson in thi special to focu on some veri specif skill relat to public health surveillance. we'll learn how to get the most out of surveil data analysi focus specif on interpret time trend data to detect tempor aberr as well as person place and time in the context of surveil data. we'll also explor strategi for the present of surveil data and some of the complex legal element that affect it use. we'll then turn our attent to surveil of non-communic chronic diseas and how the data can be use to support prevent efforts. final we'll explor special surveil system such as syndrom surveil antimicrobi resist and event-rel surveillance. thi cours is design for public health practition with a focu on those work on health surveil in municip region state provinci or even nation public health agencies. we realli think that thi cours will help those with an interest in health surveil to see which approach are use in actual practic of public health.diseas diseas surveil epidemiolog public health surveil antimicrobi resist public health antimicrobi prevent non-communic diseas risk factor life-sci public-health

control physic with c# in unitybeginnerin thi two-hour-long project-bas cours you will be introduc to basic code principl for control physic in unity. thi project cover move object by appli variou type of forc and creat new behavior for object when idl when click and when they collid with other objects. the guid project will familiar you with the follow physics-bas uniti compon - rigidbodi - physic materi - forc - torqu - explosionsc++ comput program c sharp program languag video game develop languag cartogram physic anim softwar civil engin electr engin computer-sci software-develop

creat relat databas tabl use sqlitestudiobeginnerin thi project-bas cours you will learn how to use the sqlitestudio databas manag system to creat a relat databas add tabl to the databas and popul the tables. data is at the heart of all comput practic and play an import role in our busi and person lives. data is manipul by program display on web browser transfer from locat to locat by network system and use for busi and person decis making. organ store and safeguard data in a databas is the main purpos of databas manag software. sinc data is such a larg part of your life--wheth use for your mobil phone address list or your medic record at your doctor� office--wouldn�t it be great to know a littl more about how a databas works? by the end of thi project you will have a new appreci for the import of data and how it� organ in a database. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.databas manag system databas web browser blockchain relat databas sqlite web averag sql tabl databas information-technolog data-manag

spacecraft dynam capston mar missionadvancedth goal of thi capston spacecraft dynam project is to employ the skill develop in the rigid bodi kinemat kinet and control courses. an excit two-spacecraft mission to mar is consid where a primari mother craft is in commun with a daughter vehicl in anoth orbit. the challeng includ determin the kinemat of the orbit frame and sever desir refer frame numer simul the attitud dynam of the spacecraft in orbit and implement a feedback control that then drive differ spacecraft bodi frame to a rang of mission mode includ sun point for power gener nadir point for scienc gather mother spacecraft point for commun and data transfer. final an integr mission simul is develop that implement these attitud mode and explor the result autonom closed-loop performance. task 1 and 2 use three-dimension kinemat to creat the mission relat orbit simul and the associ orbit frames. the introductori step ensur the satellit is undergo the correct motion and that the orbit frame orient rel to the planet is be properli evaluated. task 3 through 5 creat the requir attitud refer frame for the three attitud point mode call sun-point nadir-point and gmo-pointing. the refer attitud frame is a critic compon to ensur the feedback control drive the satellit to the desir orientation. the control employ remain the same for all three point mode but the perform is differ becaus differ attitud refer frame are employed. task 6 through 7 creat simul routin to first evalu the attitud track error between a body-fix frame and a particular refer frame of the current attitud mode. next the inerti attitud dynam is evalu through a numer simul to be abl to numer analyz the control performance. task 8-11 simul the closed-loop attitud perform for the three attitud modes. task 8 through 10 first simul a singl attitud at a time while task 11 develop a comprehens attitud mission simul which consid the attitud mode switch autonom as a function of the spacecraft locat rel to the planet.simul daughter autonom car track numer analysi frame comput simul satellit mechan engin physic physical-science-and-engin physics-and-astronomi

guid imageryintermediatein thi cours you will learn how you can use imageri and imageri intervent to help with symptom manag and heal as well as to enhanc overal health and wellbeing. you will experi a varieti of imageri intervent and evalu how they might be help in provid relief or enhanc qualiti of life. by the end of the cours you will know how to assess if guid imageri is appropri in specif situat or with specif patients. you will be abl to find and evalu guid imageri script and record you might use. most importantli you will learn how to write and record effect guid imageri script of your own for specif need at work or in your person life. continu educ credit thi cours ha been design to meet minnesota board of nurs continu educ requir for 14.5 contact hour and may be elig for ce credit from other profession board that allow self-docu of continu educ activities. it is your respons to check with your regulatori board to confirm thi cours meet your local requir and if necessari to provid them with the certif of complet you get if you pay for and fulfil all the requir of thi course. thi cours is also approv by ichwc health coach for 14.5 continu educ unit cep # 100057.function medicin music medit counsel psycholog psychotherapi heal guid imageri patient hypnosi naturopathi life-sci research

make architectureintermediatemak architectur offer a uniqu insight into the mind and work of an architect start with the basic of the profess and culmin with the product of a scale site model. the cours should act as ideal prepar for those interest in undertak an undergradu degre in architectur although it flexibl intrigu and enjoy content make it access for all those look to increas their knowledg in the field. deliv primarili by professor from the ie school of architectur and design in segovia spain the cours begin by examin the mind-set of an architect - ask how they think and what they do to train their creativ mind move on to use inspir from the environ to stimul design ideas. final the cours conclud by look at some of the more technic aspect of architectur - such as composit form space and hierarchi - and stress the import of creat a stori that help defin your design. thi fascin content is deliv princip from the stun design studio at the ie school of architectur and featur extern video from a few beauti locat in the citi of segovia. final it includ interview from pritzker prize execut director - and dean of the school of architectur and design at ie - martha thorn with a number of award win practis architect such as sarah wigglesworth and cristoph ingenhoven.design analysi model interior design architectur thought architectur design landscap design landscap architectur analysi creativ arts-and-human music-and-art

build resili stream analyt system on gcpadvanced*not thi is a new cours with updat content from what you may have seen in the previou version of thi specialization. process stream data is becom increasingli popular as stream enabl busi to get real-tim metric on busi operations. thi cours cover how to build stream data pipelin on googl cloud platform. cloud pub/sub is describ for handl incom stream data. the cours also cover how to appli aggreg and transform to stream data use cloud dataflow and how to store process record to bigqueri or cloud bigtabl for analysis. learner will get hands-on experi build stream data pipelin compon on googl cloud platform use qwiklabs. new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng questscloud comput bigqueri bigtabl dataflow queri optim stream process googl cloud platform stream mathemat optim publish subscrib pattern information-technolog cloud-comput

type of conflictintermediateconflict is everywher and it is imposs to avoid conflict viewpoints. howev not all conflict is bad nor is it inher negative. how conflict is handl make all the difference. it is through proper identif and understand of conflict that allow for effect resolut some of which may yield posit outcomes. in thi cours we will examin the differ type of conflict how to understand and embrac the posit aspect of conflict and how to success navig conflict to posit resolution. thi cours present the materi though video lesson case studi and interviews. in each modul student will be present with in-video quiz question to test their understanding. to further their masteri of the content student will also be ask to complet two peer review assignments. upon complet thi cours you will be abl to 1. identifi the differ type of conflict 2. illustr the posit aspect of conflict 3. provid exampl of posit way to deal with conflictconflict resolut leadership and manag offic administr activ listen commun employe relat sociolog psycholog interperson commun conflict manag busi business-essenti

product design design a modern tabl lamp use sketchupbeginnerin thi 1 hour long project you will learn how to conduct a complet research on the basic dimens of a tabl lamp design the tabl lamp use the right measur render the design add visual element and creat a scene suitabl for it. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.sketchup lamp softwar bundl web design graphic design graphic softwar 3d graphic softwar render comput graphic product design comput graphic 3d comput graphic computer-sci design-and-product

beyond the sustain develop goal (sdgs) address sustain and developmentbeginnerwe�r excit you�r here! thi cours �beyond the sustain develop goal sdg address sustain and develop � is the first cours in the upcom sustain and develop mastertrack certif program fall 2020 but you can also take thi cours as a stand-alon learn opportunity. sustain and develop pose unpreced challeng as human societi grow and seek to ensur futur wellb and prosperity. in thi cours we�ll focu on address the twin challeng of sustain and develop with action knowledg for innov solut to the world� most press problem like climat chang poverti and inequ and biodivers loss and ecosystem degradation. rather than sustain be a qualifi for develop e.g. sustain develop we conceptu sustain and develop as co-equ field of inquiri and action that seek to build bridg between the natur social and appli scienc and the humanities. when sustain and develop are place on an equal foot it requir us to think more explicitli about the trade-off co-benefit and synergi between them which we will be explor in depth in each week. throughout the cours you will be introduc to the theoret current in sustain and develop and will garner an in-depth understand of the unit nations� 17 sustain develop goal sdgs. we will also consid the method and skill necessari for design innov solut to sustain and develop problem through the emerg field of sustain science. in thi cours we will explor three of the most press challeng undergird the sustain develop goal sdg includ climat chang poverti and inequ and ecosystem degrad and biodivers loss with case studi to guid and challeng our thinking. in the final week of the cours we will discuss the trade-off co-benefit and synergi between these challeng especi as they relat to design innov solut for achiev our sustain and develop goals. by the end of thi cours you will be abl to 1. understand and explain the world� most press problem with a specif focu on poverti & inequ ecosystem degrad and biodivers loss and climat change. 2. critic analyz the sustain develop goal sdg and their relationship to the world� most press problems. 3. use framework and evid necessari to develop solutions. 4. assess relev solut that would help realiz the sdg and at the same time solv the press problems. 5. appli skill learn to implement solutions.ecotour the econom of ecosystem and biodivers polit scienc circular economi histori econom of sustain sustain climat chang biodivers biodivers loss social-sci governance-and-societi

the new nordic diet - from gastronomi to healthbeginnerth new nordic diet is a new food cultur develop in 2009-13 with key emphasi on gastronomi health and environment. major research in it effect on accept behaviour and learn skill and diseas prevent have been conduct by the opu centr at the univers of copenhagen and the peopl behind the award-win restaur noma in copenhagen. thi cours will give the particip the opportun to experi a healthi and palat new food and eat concept diet �the new nordic diet� and an understand of how food and diet can affect mental and physic health and ensur the foundat for a healthier life style for futur gener with a region base diet and food culture. in denmark �the nordic cuisine� ha expand from food eaten at the award-win copenhagen restaur noma to home-mad dish of local ingredi of whole-grain rye bread root veget berri fresh fish and seaweed. thi cours is also part of the eit health programmedietet diet sustain cardiovascular diseas diet nutrit accept nutrit lifestyl diseas eat diet life-sci nutrit

voic disord what patient and profession need to knowintermediatewelcom to voic disord what patient and profession need to know knowledg regard vocal product physiolog and manag option for voic disord have experienc rapid growth over the past 40 years. thi growth ha result in a knowledg gap amongst patient and practitioners. entir new subspecialti of laryngolog under otolaryngolog and vocolog under speech-languag patholog have develop in respons to thi gap. thi mooc massiv open onlin cours is design to educ patient alli healthcar provid vocal trainers/coach gener medic practition and otolaryngologists. particip will be expos to current concept on the physiolog of voic production. these physiolog principl will be appli to speak and perform voic product styles. build on the knowledg of effici voic product method particip will learn how vocal ineffici can lead to the develop of voic disorders. final behavior medic and surgic manag option and indic will be presented. the cours ha been divid into five modul each of which is follow by multipl choic question week 1 - cme inform accredit and introduct 2 min week 2 - modul 1 basic anatomi and physiolog of the speak and sing voic 29 min. + quiz week 3 - modul 2 appli physiolog function 20 min. + quiz week 4 - modul 3 chang in vocal effort and qualiti 20 min. + quiz week 5 - modul 4 principl of voic evalu and examin 17 min. + quiz week 6 - modul 5 medic or surgic intervent 33 min. + quiz those particip in thi cours have the option to receiv cme credit. pleas review the cme inform and accredit prior to proceed with the cours modules. releas date novemb 29 2017 expir date novemb 29 2019 estim time to complet 3 hour cme fee $30 cme credit offer 3.0 cme review marita s. teng md how to receiv cme credit for physician who are interest in earn cme credit and other alli health profess who wish to receiv a verif of attend certif you must a. complet signatur track detail to follow after enrol in thi cours b. complet registr process through the icahn school of medicin at mount sinai cme offic use the follow link https//mssm.cloud-cme.com/default.aspx?eid=9&p=3000&caseid=2 warn thi cours is no longer avail for cme credit. you will be requir to pay an addit non-refund fee of $30.00 in addit to the $49.00 fee for signatur track. c. email an attach copi of your verifi certif from coursera to the cme offic at the icahn school of medicin at cme@mssm.edu and request your cme certificate. d. you will be provid with the instruct for download your cme/c certificate. cours planner lynett bobbitt mark s. courey md lisa chase jill gregori gale justin paul lawrenc erik popil christoph smith kelli zerella ami zhonganatomi speech languag patholog sign languag commun disord music music therapi speech and languag patholog medicin perform human voic life-sci patient-car

teach tip for tricki english grammarintermediatethi is the third cours in the teach english intermedi grammar specialization. it will be use to esl teacher or those interest in learn to teach english languag but it is not an introduct to teach course. you will learn about some specif problem student have learn intermedi grammar. you will learn whi student have troubl with thi tricki grammar and find out new way to help student conquer it. you will also learn a varieti of activ for teach thi content in a fun and interest way. final you will have opportun to practic the skill you learn by creat sampl assign and record short video of your teach demonstr use a video camera webcam or smartphone. learner want a grade will be requir to submit short video of their teach skills. onli learner who pay for the cours will be abl to take the grade quizz or submit assign for feedback. the free version provid access to the lectur and practic activ only.colloc formal grammar teach english grammar assist teacher grammar japanes languag english languag adject student' t-distribut language-learn learning-english

learn to teach java boolean express if statement and iterationadvancedlearn to program with boolean express if statement and for and while loop in java and prepar to teach other use the free onlin interact cs awesom textbook. in thi cours for teacher we'll guid you both in learn java concept and skill but also in how to effect teach those to your students. thi cours will support you in teach the advanc placement comput scienc a cours or a similar introductori university-level program course. we'll cover the critic java concept of select if statement and iter loop as cover in the apc a unit 3 and 4. each topic will begin by relat java to block-bas program languag and then provid video overview of cs awesom content along with addit materi to supplement learn for your students. you'll engag with addit materi to support your teach includ "deep dive" classroom discuss question assess overview code trace and problem solv skill for your student includ prepar for free respons code questions.specif technic standard iter code segment test case modulo oper model market segment for loop boolean express method comput program social-sci educ

busi writingbeginnerwrit well is one of the most import skill you can develop to be success in the busi world. over seventi compani and thirti thousand students--from profession writer to new employe to non-n english speaker to season executives--hav use the techniqu in busi write to power their abil to commun and launch their ideas. thi cours will teach you how to appli the top ten principl of good busi write to your work how to deploy simpl tool to dramat improv your write and how to execut organ structur and revis to commun more master than ever. from the veri first lesson you'll be abl to appli your new learn immedi to your work and improv your write today. your idea are powerful. learn how to deliv them with the clariti and impact they deserve. "thank you for give me the knowledg i need in life. [busi writing] wa help life chang and ha made a huge impact in my writing." -- messag from a busi write student the principl you'll learn in thi cours enabl you to becom a great busi writer. they also provid the foundat for move into graphic design and success present so that you can unleash your best profession self whenever--and however--y present your idea in the workplace.busi write email write write english languag confid commun busi commun email present grammar busi business-essenti

cyber threat and attack vectorsintermediatedata breach occur nearli everi day. from veri larg retail down to your fantasi footbal websit and anywher in between they have been compromis in some way. how did the attack get in? what did they do with the data they compromised? what should i be concern with in my own busi or my systems? thi cours is the second cours in the practic comput security. it will discuss type of threat and attack vector commonli seen in today� environment. i hate to be the bearer of bad news but threat are all over the place! thi cours isn�t design to insight fear that there is no hope for keep system and busi secur but rather educ you on how attack are carri out so that you have a better sens of what to look out for in your busi or with your systems.pass attack secur data breach vulner comput cloud comput secur resourc wireless breach secur exploit threat cloud comput information-technolog secur

build a tabl layout app in android studiobeginnerin thi cours you will build an android app with a tabl layout in android studio with the java program languag and will be given an explan of tabl layout. thi app will have a piec of text ask the user to select their month of birth from a spinner a type of drop down menu where the user select from a set of options. there will be an imag imageview next to the spinner which will chang to match whichev month the user selects. beneath thi the user will be ask to use a special type of button togglebutton to indic if they prefer cat or dogs. there will be an imag imageview next to the button that will chang to match the anim which the user selects. final the user will be ask to input a number between one and nine in an input box edittext. beneath the input box edittext will be an imag imageview that will chang to match the number input by the user or to an imag with "do not use" on it if the user input someth that is not a numer digit between one and nine 1 2 3 4 5 6 7 8 9. when the user close the app the program will rememb the choic made by the user in their previou visit. you will upload an apk of the app to a websit call appetize.io to test the app. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesandroid studio upload match java softwar platform java program android develop drop-down list softwar engin text box comput program computer-sci mobile-and-web-develop

introduct to genom technologiesconversantthi cours introduc you to the basic biolog of modern genom and the experiment tool that we use to measur it. we'll introduc the central dogma of molecular biolog and cover how next-gener sequenc can be use to measur dna rna and epigenet patterns. you'll also get an introduct to the key concept in comput and data scienc that you'll need to understand how data from next-gener sequenc experi are gener and analyzed. thi is the first cours in the genom data scienc specialization.statist analysi genom genet molecular biolog gener statist biolog bioinformat analysi biostatist comput biolog data-sci data-analysi

design for sustain keep improv work on track (patient safeti iv)intermediatekeep patient safeti and qualiti improv project on track on time and on budget is critic to ensur their success. in thi cours student will be introduc and given the opportun to appli a seri of tool to guid and manag patient safeti and qualiti initiatives. these includ tool for defin what success look like develop a chang manag plan and conduct a pre-mortem to identifi risk for project failure. thi cours will also provid tool for engag stakehold to ensur key player are invest in your project� success.leadership project strategi patient safeti maxim psycholog project plan sustain augment assign project plan chang manag life-sci patient-car

big data and languag 2advancedin thi cours student will understand characterist of languag through big data. student will learn how to collect and analyz big data and find linguist featur from the data. a number of approach to the linguist analysi of written and spoken text will be discussed.text corpu rel chang and differ languag linguist corpora process analysi big data corpu linguist search engin optim language-learn learning-english

understand the australian economi an introduct to macroeconom and financi policiesintermediatethi four-week four-modul cours explor select aspect of the australian economi with emphasi on macroeconom and financi policies. the cours introduc particip to sever key attribut of the australian economi and discuss how they are influenc by both domest and intern forces. we will examin some of the key issu and dilemma face the australian economi and how policymak can deal with them use monetari and fiscal policies. there will also be a discuss on the still-fresh 2007-2010 global financi crisi the lesson learn and how policymak deal with the aftermath. discuss will be center around sound econom theori and reason and util actual data whenev applicable. applic of the econom reason and theori to current real-world issu pertain to the australian economi will also be provided. in addit to convent lectur the cours also contain sever interview with relev expert and practitioners. no prior knowledg or train in econom is required.fin economi inflat causal fiscal polici gross domest product econom bank in australia monetari polici crisi social-sci econom

bayesian statist mixtur modelsbeginnerbayesian statist mixtur model introduc you to an import class of statist models. the cours is organ in five modul each of which contain lectur video short quizz background read discuss prompt and one or more peer-review assignments. statist is best learn by do it not just watch a video so the cours is structur to help you learn through application. some exercis requir the use of r a freely-avail statist softwar package. a brief tutori is provid but we encourag you to take advantag of the mani other resourc onlin for learn r if you are interested. thi is an advanc cours and it wa design to be the third in uc santa cruz' seri on bayesian statist after herbi lee' "bayesian statist from concept to data analysis" and matthew heiner' "bayesian statist techniqu and models." to succeed in the cours you should have some knowledg of and comfort with calculus-bas probabl principl of maximum-likelihood estim and bayesian estimation.data cluster algorithm mixtur model bayesian statist mixtur distribut markov chain algorithm student residu sampl statist gener statist bayesian data-sci data-analysi

network and secur in io applicationsadvancedy will learn to extend your knowledg of make io app so that they can secur interact with web servic and receiv push notifications. you'll learn how to store data secur on a devic use core data. you�ll also learn to secur deploy app to the app store and beta user over-the-air. the format of the cours is through a seri of code tutorials. we will walk you through the creation of sever app that you can keep as a person app toolbox. when you make your own app after thi cours you can bring in these capabl as needed. when necessari we pop out of the code tutori to talk about concept at a higher level so that what you are program make sense. upon complet thi cours you will be abl to 1. post facebook twitter sina weibo tencent weibo messag to social media use singl sign-on on behalf of a user. 2. use oauth 2.0 to secur authent to instagram and retriev photo on behalf of a user 3. json 4. describ json� syntax 5. write well-form json 6. work with json data object in objective-c 7. appropri set the secur set for app transport secur in io 9.0 8. use http http and http with perfect forward secreci to fetch web resourc 9. obtain permiss to receiv local push notif 11. write an app that can send and receiv local push notif 12. obtain permiss to receiv remot push notif 13. write an app that can receiv remot push notif 14. authent use apple� cryptograph servic such that the develop can use 3rd parti infrastructur to send remot push notif to their app. 15. secur store data on the user� device. 16. authent use apple� cryptograph servic such that they can deploy an app to the app storeoauth javascript syntax io develop authent hypertext transfer protocol uniform resourc locat web servic singl sign-on web push technolog computer-sci computer-security-and-network

improv math engag with prodigybeginnerbi the end of thi project you will have discov an excel math websit that ha been proven to increas student engag and even improv their math skills. prodigi is a free math websit where student enjoy learn math as they explor and work through a fantasi world complet with epic question and in-gam rewards. while student are enjoy the game teacher are gather valuabl data that show what math skill their student alreadi have and where they need to improve. as a teacher you can assign specif question and content to your student so that the skill they practic while play the game are align to the skill you are focus on in class. watch student engag and skill increas in leap and bound as you use prodigi in your classroom or at home. *you will need a free prodigi account for thi project.account mathemat student engag child strategi factori project mine home home directori project social-sci educ

molecular evolut (bioinformat iv)advancedin the previou cours in the special we learn how to compar gene protein and genomes. one way we can use these method is in order to construct a "tree of life" show how a larg collect of relat organ have evolv over time. in the first half of the cours we will discuss approach for evolutionari tree construct that have been the subject of some of the most cite scientif paper of all time and show how they can resolv quandari from find the origin of a deadli viru to locat the birthplac of modern humans. in the second half of the cours we will shift gear and examin the old claim that bird evolv from dinosaurs. how can we prove this? in particular we will examin a result that claim that peptid harvest from a t. rex fossil close match peptid found in chickens. in particular we will use method from comput proteom to ask how we could assess whether thi result is valid or due to some form of contamination. final you will learn how to appli popular bioinformat softwar tool to reconstruct an evolutionari tree of ebolavirus and identifi the sourc of the recent ebola epidem that caus global headlines.bioinformat phylogenet tree introduct to evolut molecular evolut hindley milner type system evolut comput biolog phylogenet genom biotechnolog life-sci health-informat

except handl in pythonbeginnerin thi 1-hour long project-bas cours you will learn the differ between an except and syntax error how to rais an except what an assertionerror except is within python how to use the tri except and els claus and how to use the final claus and ani clean-up actions. by the end of thi project you will have an understand of error and except handl in python. onc you have a beginner' knowledg of python program and start code you may find that someth disrupt the normal flow of the program you have built. you may find yourself with error in your code. thi cours will provid student with the knowledg behind except handl in python and show how to write high-qual code to ensur that if your python script encount a situat that it cannot cope with that the right procedur are in place to provid meaning inform and deal with those errors. thu ensur that your code is effici and robust which is an essenti aspect of write high-qual code. thi project will take student through a number of exampl demonstr sever of the most use python exceptions. you will gain an understand of except handl in python from the in-depth exampl provided.python program except handl rel chang and differ approxim error order pair compil type i and type ii error comput program project syntax computer-sci software-develop

fintech foundat and overviewintermediateour primari goal is to help you to understand fintech and to becom more confid and persuas in your abil to analyz and make recommend to execut within the financ industri regard how to react to these changes. thi first mooc on fintech in asia-pacif offer by hkust present the insight of sever professor from the top busi school in asia as well as perspect from industri professionals. hkust ha been rank for mani year as the no.1 emba program in the world as the number one financ program in asia and as the top mba program in asia by multipl independ rate and review journal and surveys. thi cours "fintech foundat and overview" offer the combin strength of hkust in busi financ and technolog as one the world' lead academ institut on an import area of technolog and busi innovations. for learner from outsid asia thi also give an insight into chang happen in the most advanc fintech market of the world sinc asia lead worldwid in fintech adopt and creativ innovations.financi servic financ financi servic compani trade blockchain innov payment stock fintech cryptocurr busi financ

inform & digit literaci for univers successbeginnerthi special is aim at prepar student for undergradu studi in an english-speak university. the cours equip you for full particip and engag with your studi by build awar and understand of the core valu and expect of academ cultur and provid you with practic strategi to appli to your studies. in thi cours you will learn how to develop your inform & digit literaci skill to help you achiev success in your univers studies. after complet thi cours you will be abl to 1.\taccess and search for inform effici and effect use a varieti of digit tools. 2.\tcritic evalu the reliabl of sourc for an academ context. 3.\tfilter manag and organ inform from a wide varieti of sourc for use in academ study. 4.\tdemonstr awar of ethic issu relat to academ integr surround the access and use of information. 5.\tunderstand how to use digit tool for referenc and attribut in order to avoid plagiarism. 6.\tunderstand how to dissemin and commun inform in a profession way includ manag digit ident and build network for learn and research.evalu inform sourc sourc write brainstorm critic think organ manag web content commun digit ident social-sci educ

improv classroom manag with class dojobeginnerbi the end of thi project you will have set up your own classroom and be fulli confid in how to use class dojo. teacher have a lot of demand on their time as they are pull in mani differ directions. what if we had a tool that could help build a posit classroom commun while also simplifi our record and connect with parents? class dojo is exactli that tool. dure thi project you will use class dojo to connect with student and parent to creat a posit classroom cultur give student a voic and share meaning moment with parents. class dojo allow teacher to provid student with feedback in real time track attend and student behavior connect with parent and much more. *you will need a free class dojo account for thi project.par econom confid choic project parent social work project mine posit psycholog behavior social-sci educ

manag big data with mysqlbeginnerthi cours is an introduct to how to use relat databas in busi analysis. you will learn how relat databas work and how to use entity-relationship diagram to display the structur of the data held within them. thi knowledg will help you understand how data need to be collect in busi context and help you identifi featur you want to consid if you are involv in implement new data collect efforts. you will also learn how to execut the most use queri and tabl aggreg statement for busi analyst and practic use them with real databases. no more wait 48 hour for someon els in the compani to provid data to you � you will be abl to get the data by yourself! by the end of thi cours you will have a clear understand of how relat databas work and have a portfolio of queri you can show potenti employers. busi are collect increas amount of inform with the hope that data will yield novel insight into how to improv businesses. analyst that understand how to access thi data � thi mean you! � will have a strong competit advantag in thi data-smitten busi world.sql leadership and manag analysi relat databas databas select sql big data languag data analysi mysql data-sci data-analysi

risk return & valuationbeginnerthi cours is an introduct to the notion of risk it relat to return and the valuat of project and companies. thi is a capston cours to help you valu project and compani by appli your understand of time valu of money tvm and cash flow develop in the first three cours of thi specialization. thi cours is part of a special titl �foundat financ for strateg decis making� and is help if you are interest in appli to an mba degre program or learn the foundat of financ to be more effect in your career. the pedagogi of the cours is appli and problem-bas with assign cover everi part of the cours that each contain multipl problem that by design are introductori and simpler than the more real-world applic you will confront in the real world and more advanc courses. the assign are all design by the faculti lead and machin graded.rel chang and differ correl and depend return on equiti cash flow financ valuat financ averag cost method debt stock risk busi financ

manag employe performancebeginneronc you have hire good employe the next step that success peopl manag take is to develop the full potenti of their employees. perform manag is a process that help manag achiev the goal of get the best from their employees. in thi third cours in the human resourc for peopl manag special we will discuss the skill and key process you will need to develop your employe to attain depart and organiz goals. these skill will includ set clear expect provid posit and correct feedback and deliv an effect perform appraisal.cultur employ perform apprais perform manag organiz cultur leadership and manag leadership perform human resourc resourc busi business-essenti

channel manag and retailingbeginnerunderstand how channel manag and retail can improv perform in your business. nowaday a distribut strategi is part of the dna of mani compani and a correct channel manag is key for the success of your product. distribut plan need to be prepar for the long run combin the follow main area compani profil portfolio structur and price posit go-to-market polici trade and retail market e-commerc and global retail management. in the last decad there have been two main revolut that have affect industri increas the import of distribut channel manag profesor maria teresa aranzab guid you through the it revolut consid develop in crm suppli chain plan tool merchandis and realloc system amongst others; and the retail focu how a clear retail strategi can be a differenti for compani and a strong weapon of competitiveness. in thi cours you will learn how to stay up-to-d on how compani are ad these aspect to their main strateg guidelin and make them key point in their manageri decision-mak process. we use interview with industri expert and give real-lif exampl of how to ensur your busi make the most of thi vital area of marketing.retail market categori manag retail manag market mix visual merchandis leadership and manag trade market distribut busi channel manag busi market

entrepreneurship ii prepar for launchadvancedthi cours build on previou concept and outlin strategi and tactic for form financ and launch a new venture. topic to be address will includ build the new venture� initi manag team identifi and reach out to earli custom develop financi plan rais startup and initi growth financ and prepar for and manag rapid growth. cours object entrepreneuri team build develop an understand of the what is requir in a new ventur initi go-to-market strategi develop a plan to identifi and approach your first custom financi forecast build financi project for the new ventur entrepreneuri financ rais equiti capit for the new ventur grow the busi monitor the new venture� health and scalabilityentrepreneurship ventur capit invest financ market econom go to market financi forecast busi model market analysi price strategi busi entrepreneurship

world design for video gamesadvancedstart creat your world. a game world is not just a backdrop for your game�b it minim or detail contain or part of a much bigger univers it provid the context for your player. ultim a game world should feel aliv and wholli uniqu to ani player who will experi it. in thi cours we will explor game world in exist game and studi the art and influenc that inform their theme and styles. we will also investig key compon of environ and level design as well as strategi design use to defin gameplay or advanc it. we�ll also look at navig and the element that make your world as real or unreal as you want it to be. a weekli challeng will prompt you to explor style and inspir for possibl game world and you�ll learn effect way to commun your idea from concept to presentation-worthi proof of concept.level design volum mesh 3d model proof of concept video game develop game design gameplay comput anim possibl world virtual realiti arts-and-human music-and-art

mathemat for machin learn linear algebrabeginnerin thi cours on linear algebra we look at what linear algebra is and how it relat to vector and matrices. then we look through what vector and matric are and how to work with them includ the knotti problem of eigenvalu and eigenvector and how to use these to solv problems. final we look at how to use these to do fun thing with dataset - like how to rotat imag of face and how to extract eigenvector to look at how the pagerank algorithm works. sinc we'r aim at data-driven applic we'll be implement some of these idea in code not just on pencil and paper. toward the end of the cours you'll write code block and encount jupyt notebook in python but don't worri these will be quit short focuss on the concept and will guid you through if you�v not code before. at the end of thi cours you will have an intuit understand of vector and matric that will help you bridg the gap into linear algebra problem and how to appli these concept to machin learning.algebra sigma-algebra eigenvalu and eigenvector matric linear python program linear algebra pagerank vector project transform matrix data-sci machine-learn

free speech on campu teach-outbeginnerfre speech is essenti for a healthi vibrant and democrat society. yet the idea of freedom of speech on univers campus is challeng by the ever-evolv social and polit realiti of a contemporari democracy. thi teach-out prompt particip to think critic about the role free speech play on univers campus and how thi discours shape the broader narr about free speech protect across the unit states. whi is free speech suddenli an issu on univers campuses? is speech or safeti at the crux of the issue? how ha the definit of free speech evolv between the 20th and 21st centuri and how are univers address these changes? thi teach-out is part of the univers of michigan 2018 speech and inclus seri that aim to recogn differ view on speech and inclus to explor how those view play out in polit cultur higher educ sport and journal and to engag in product convers to promot a posit campu environ and help the commun more deepli understand these complic issues. a teach-out is -an event � it take place over a fix short period of time -an opportun � it is open for free particip to everyon around the world -a commun � it will be join by a larg number of divers individu -a convers � an opportun to give and take idea and inform from peopl the univers of michigan teach-out seri provid just-in-tim commun learn event for particip around the world to come togeth in convers with the u-m campu commun includ faculti experts. the u-m teach-out seri is part of our deep commit to engag the public in explor and understand the problem event and phenomena most import to society. teach-out are short learn experi each focus on a specif current issue. attende will come togeth over a few day not onli to learn about a subject or event but also to gain skills. teach-out are open to the world and are design to bring togeth individu with wide-rang perspect in respect and deep conversation. these event are an opportun for divers learner and a multitud of expert to come togeth to ask question of one anoth and explor new solut to the press concern of our global community. come join the conversation! find new opportun at teach-out.org.listen prejudic sexism pride analysi participatori democraci author constitut ironi doctrin social-sci governance-and-societi

real-tim embed system concept and practicesadvancedcours descript in thi cours student will design and build a microprocessor-bas embed system applic use a real-tim oper system or rt posix extens with embed linux. the cours focu is on the process as well as fundament of integr microprocessor-bas embed system element for digit command and control of typic embed hardwar systems. lab descript the cours requir the student to instal embed linux on the raspberri pi arm a-seri system-on-chip processor. thi cours must be complet use a raspberri pi as an embed system headless not a pc run linux. you will howev find linux as a use host develop system or window with an ssh termin access tool such as putti mobaxterm or equivalent.real-tim oper system microprocessor embed linux continu function coprocessor analysi electr engin multi-cor processor raspberri pi linux on embed system physical-science-and-engin electrical-engin

creat a virtual classroom use googl slidesintermediatebi the end of thi project you will have creat a virtual classroom that will engag your student dure virtual learn or as a more engag way to encourag practic at home. teach is constantli evolving. as we learn more about our student we uncov new way to ensur that they are not just learn - they are thriving. when we can connect our tech-savvi student to tech-connect learn while also provid greater visual appeal our student are more like to enjoy learning. we can also encourag them to becom lifelong learner as we connect them to the mani tool and resourc that are avail at their fingertip online. *you will need a free googl account in order to complet thi project.development scienc development psycholog psycholog virtual class lifelong learn teach confid parent resourc project social-sci educ

secur and privaci for big data - part 1beginnerthi cours sensit regard secur in big data environments. you will discov cryptograph principl mechan to manag access control in your big data system. by the end of the cours you will be readi to plan your next big data project success ensur that all secur relat issu are under control. you will look at decent-s big data project with security-skil eye be abl to recogn dangers. thi will allow you to improv your system to a grown and sustain level. if you are an ict profession or someon who design and manag system in big data environ thi cours is for you! knowledg about big data and it is advantag but if you are e.g. a product manag just touch the surfac of big data and secur thi cours will suit you as well.privaci data govern sql big data secur cryptographi data secur inform privaci access control measur information-technolog secur

teach intermedi grammar projectadvancedthi is the final project for the teach english intermedi grammar specialization. you should have basic knowledg of intermedi grammar and teach methodolog in order to complet thi course. in thi cours you will creat a portfolio includ all of the follow for one specif intermedi grammar point a lesson plan for the grammar point a video of yourself introduc the grammar point two relat practic exercis or activ with handout an inform assess and a formal assess with answer key. to do thi you will put into practic all of the skill that you have learn in the previou three courses. final you will share your portfolio with other learner to demonstr the skill you have learn and receiv feedback and you will get the chanc to learn from other as you give them feedback on their portfolios. after you complet thi cours you will have the skill you need to effect creat your own lesson plan practic exercis and assess need to teach grammar to intermediate-level students. learner in thi cours must be abl to creat a video use a webcam video camera or smart phone and upload the video file or share the video as a link.exercis student' t-distribut receiv methodolog process teach lesson plan grammar english languag trigonometr integr language-learn learning-english

introduct to acoust (part 2)beginnerlearn might have learn the basic concept of the acoust from the �introduct to acoust part 1.� now it is time to appli to the real situat and develop their own acoust application. learner will analyz the radiat scatter and diffract phenomenon with the kirchhoff �helmholtz equation. then learner will design their own reverber room or duct that fulfil the condit they have set up.astronomi normal geometri energi rel chang and differ acoust phenomenon integr kendal rank correl coeffici boundari element method euler' totient function physical-science-and-engin physics-and-astronomi

qualit research methodsadvancedin thi cours you will be introduc to the basic idea behind the qualit research in social science. you will learn about data collect descript analysi and interpret in qualit research. qualit research often involv an iter process. we will focu on the ingredi requir for thi process data collect and analysis. you won't learn how to use qualit method by just watch video' so we put much stress on collect data through observ and interview and on analys and interpret the collect data in other assignments. obvious the most import concept in qualit research will be discuss just as we will discuss qualiti criteria good practic ethic write some method of analysi and mix methods. we hope to take away some prejudic and enthus mani student for qualit research.interview analysi write qualit analysi data analysi qualit research research method stata observ quantit research social-sci governance-and-societi

the rooseveltian centuryadvancedthi cours use the live ideal and achiev of theodor franklin and eleanor roosevelt to creat the idea of a rooseveltian century. it is about do research analyz primari sourc and connect all thi inform with a coher and logic interpretation. it is an invit to think critic and histor and it want to give you a glimps of what it mean to be a historian at work. we are convinc that the three roosevelt � the 3r as we will refer to them throughout thi cours � profoundli shape the twentieth century. thi cours show you whi we think so and which paradigm idea and sourc we use to uphold our claim. but thi cours also ask you to give your opinion and ground it on your own research findings. the structur of the cours is straightforward - an introductori modul give you the biograph inform you need to connect the person stori of the 3r with the major event of the twentieth century; - modul 2 explain how the 3r refram our think on secur broaden it mean and reconfigur the government� role in provid it; - modul 3 focus on equal show how the 3r chang the relationship between leader and led reject laissez-fair econom and support a polit of intervent to overcom the inequ that undermin social cohesion; - modul 4 describ how the 3r promot and protect the freedom of ordinari citizen and commun that as one of their central polit goals; - modul 5 summar the long-last legaci of the 3r and ask for your opinion on the rooseveltian century. do you agre with thi interpret of our recent past � and our possibl futures? the five modul contain quizz to test your knowledg and understand discuss prompt to stimul your creativ and research guidanc and assign to sharpen up your histor skills. we hope you will enjoy thi intellectu journey!extern econom economi i-dea histori educ social justic justic secur arbitr arts-and-human histori

analysi for busi systemsbeginnermost often organ acquir inform system as part of a larger focu on process improv and efficiency. these organ need to invest in the right system to meet their need right function right size and for the right price. the busi system analyst role in most organ is respons for translat the organization� need into requir which are then use to select or build the right system for the organization. dure the analysi for busi system cours you�ll learn about the standard model for system develop the system develop lifecycl or sdlc. you will learn how to read and even creat the specif deliver that busi system analyst prepar dure the sdlc. these document provid guidanc to the organ as they determin whether to build or buy and configur a system that meet the organization� needs.busi analysi busi process test case use case dataflow analysi feasibl studi flow network sap erp process information-technolog data-manag

implement solid principl in c# with .net coreintermediatein thi 1-hour long project-bas cours you will learn how to - review an initi monolith .net core consol applic written in c# - implement the singl respons principl by break the singl class in smaller class with singl respons - implement the open close principl by break ride into base class and children class for type of ride - implement the liskov substitut principl by implement less restrict rule on the input paramet by the parent ride class and more restrict rule to the input paramet by the child ride class - implement the interfac segreg principl by ad multipl interfac to the ride class - implement the depend invers principl by inject ride interfac into the themepark class note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.recurs enumer set child abstract type c sharp program languag java annot principl solid object-ori design consol applic inherit object-ori program workshop computer-sci software-develop

histori of rock part twointermediatethi cours part 2 of a 2-cours sequenc examin the histori of rock primarili as it unfold in the unit state from the earli 1970 to the earli 1990s. thi cours cover the music of led zeppelin the allman brother carol king bob marley the sex pistol donna summer michael jackson madonna princ metallica run-dmc and nirvana and mani more artist with an emphasi both on cultur context and on the music itself. we will also explor how develop in the music busi and in technolog help shape the way in which style developed. emerg out of the experiment and ambiti year of late-60 psychedelia rock splinter into a varieti of style in the 1970 as the music busi continu to expand. by the end of the decad punk and disco had challeng the excess of the hippi aesthet as rock becam more commerci streamlin and radio friendly. the emerg and rise of mtv transform pop music and propel the career of michael jackson and madonna while heavi metal and hip hop domin the late 1980s. nirvana lead alt-rock' return to simplic in the earli 1990s.histori of rock music histori order pair mainstream film guitar rockbox disco teen idol arts-and-human music-and-art

device-bas model with tensorflow litebeginnerbring a machin learn model into the real world involv a lot more than just modeling. thi special will teach you how to navig variou deploy scenario and use data more effect to train your model. thi second cours teach you how to run your machin learn model in mobil applications. you�ll learn how to prepar model for a lower-pow battery-oper devic then execut model on both android and io platforms. final you�ll explor how to deploy on embed system use tensorflow on raspberri pi and microcontrollers. thi special build upon our tensorflow in practic specialization. if you are new to tensorflow we recommend that you take the tensorflow in practic special first. to develop a deeper foundat understand of how neural network work we recommend that you take the deep learn specialization.deep learn raspberri pi android develop tensorflow object detect mathemat optim io develop demo mobil oper system microcontrol computer-sci software-develop

wireshark for basic network secur analysisbeginnerin thi 1-hour 30-minut long project-bas cours you will learn how to use wireshark to captur the network traffic you need and analyz it securely. you will have a better understand of encrypt and unencrypt traffic and how to differenti between them. you will dig deepli into unencrypt protocol such as radiu http dn and telnet by gener the traffic of each of them and captur it yourself. also you will gener captur and look into secur and encrypt protocol such as http and ssh. addit you will learn how to captur http traffic and decrypt them by use a pre-mast secret key. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.http telnet key cryptographi plaintext authent cryptographi encrypt domain name system password wireshark information-technolog secur

advanc practic provider/physician assist opioid use disord medic assist treatment waiver train (24hr)beginnerthi onlin cours opportun is made possibl through a joint partnership with univers of virginia school of medicin uvasom and nurs son and the american academi of addict psychiatri aaap data 2000 sponsor for thi mat waiver training. thi content wa creat by the aaap and ha been use with permission. thi cours is design to highlight import issu affect prescrib clinician regard the new requir and guidelin in opioid prescrib and manag for acut and chronic pain management. thi cours is divid into two parts; part 1 consist of 8 individu session of the requir 24 hour of content; part 2 consist of the remain 16 hour of content for advanc practic provid and physician assist who wish to appli for a waiver to prescrib buprenorphin for the treatment of opioid use disorders. there are 3 case modul in part 1. both part 1 & 2 contain grade post-modul question the total of which must be complet with 80% accuracy. a certif of complet will be issu for success complet of the entir training. success complet of both part 1 and part 2 will satisfi the 24 hour requir for mat waiver train for advanc practic provid and physician assist to prescrib buprenorphin for the treatment of opioid use disorders. estim time to complet thi activ 9.5 hour releas date march 1 2020 uva grant date 09/30/2019 � 09/29/2022 fund for thi initi wa made possibl by a grant from samhsa. the view express in written confer materi or public and by speaker and moder do not necessarili reflect the offici polici of the depart of health and human services? nor doe mention of trade name commerci practic or organ impli endors by the u.s. government.med patient buprenorphine/naloxon substanc use disord buprenorphin naloxon pharmacotherapi addict treatment physician assist methadon life-sci healthcare-manag

track student growth use googl slidesbeginnerbi the end of thi project you will have creat two graph to track student growth. the first graph will allow student and teacher to track math comput growth through fact fluenci practice. the second graph will allow student to track and celebr their read and sight word growth as they advanc through differ read levels. as we creat these graph you will becom more confid in how to use googl slide and how to util growth graph in the classroom. as teacher we strive to develop our student academ skill but we also priorit their social and emot well being. as you use thi approach with your student you will also notic growth in their confid and growth mindset. student will be quick to celebr their success and be equip to focu on person achiev rather than peer comparisons. thi will also provid you with valuabl data to use with parent as you discuss their child� learn growth at school. *you will need a free googl account for thi project.project mine child account project parent peer parent person advertis graph confid social-sci educ

the teacher' social and emot learningintermediatesoci and emot learn or sel program have flourish in school dure the last decade. while thi growth ha been impress inadequ attent ha been paid to teachers� social and emot learning. in thi cours dan liston and randi testa introduc you to variou rational for whi teacher sel is need as well as examin and reflect on variou emot in teach and learning. thi cours is a part of the 5-cours special �the teacher and social emot learn sel�. interest in earn 3 univers credit from the univers of colorado-bould for thi specialization?? if so check out "how you can earn 3 univers credit from the univers of colorado-bould for thi specialization" read in the first modul of thi cours for addit information. we want to note that the cours in thi special were design with a three-credit univers cours load in mind. as a particip you may notic a bit more read content and a littl less video/lectur content. complet and pass the sel special allow the particip to appli for 3 graduat credit toward teacher re-certif and profession enhancement. we want to ensur the qualiti and high standard of a univers of colorado learn experience. interest in earn 3 graduat credit from the univers of colorado-bould for the teacher and social emot learn sel specialization? check out "how you can earn 3 univers credit from the univers of colorado-bould for thi specialization" read in the first week of thi cours for more information.emot teach educ educ psycholog child psycholog special educ pedagogi profession develop emot intellig mind psycholog social-sci educ

beyond silicon valley grow entrepreneurship in transit economiesadvancedth path for entrepreneur to grow their compani outsid of well-develop entrepreneuri ecosystem like silicon valley is challenging. most market around the world do not look like silicon valley and they never will. but there are other model to support new businesses. in transit market where entrepreneur do not have much access to privat sector financ govern offici donor and busi leader are experi with creativ approach to support the growth of entrepreneurs. northeast ohio whose largest citi is cleveland is one such community. dure our time togeth in thi cours we will be explor some of these innov approaches. a massiv intervent of govern and donor resourc in northeast ohio ha been in place for over ten years. in that time northeast ohio ha experienc success includ job creation and follow-on fund with altern method of financ startup but it ha not been easy. ye some progress ha been made but whether or not they'v hit on ultim success ha yet to be determined. a dynam entrepreneuri ecosystem take mani year even decad to develop. govern offici and donor typic are look for shorter term success with their support program which make long-term support for entrepreneurship challenging. dure thi cours we will hear from entrepreneur who have launch product and servic rang from medic devic to led light to whiskey. you will learn how these entrepreneur engag with resourc made avail to them through a varieti of program and intermediari organizations. we have chosen to talk with mani busi peopl that are still in the process of develop their compani and whose ultim success or failur is still to be determined. in addit to learn about cleveland' attempt to support entrepreneurship you will also be hear in the lectur from leader in select market around the world includ greec vietnam tunisia argentina rwanda and china about how they are work to support the growth of start-up companies. one of our goal is to learn from you how differ commun around the world are approach implement strategi and method to support businesses. take what we'v learn from our exampl in class i will ask you to reflect on how to best grow entrepreneurship where you live. i am excit to use thi global platform to creat a dialogu where inform flow in multipl directions. most mooc rebroadcast professors� lectur but thi cours will be different. don�t expect to see me stand in front of the camera talk and lectur everi module. instead the lectur will be rel short in length and will have more of the feel of an engag documentari than a static classroom setting.fund economi entrepreneurship ecosystem mentorship entrepreneurship support group leverag financ leadership ventur capit angel investor busi entrepreneurship

the fundament of hotel distributionintermediatein today� hotel sector an increasingli complex network of tradit and web base channel have to be manag to insur hotel success. key question includ how should you distribut over the web? what should you includ on your brand.com websit so peopl book through it? how can you maximis the potenti of onlin travel agent otas? with the distribut environ both highli complex and constantli evolv thi cours will give you comprehens foundat of current industri practic to help jump start your career in thi fascin domain. acknowledg clair bertrand vincent chatain jessica mose benjamin six essec busi school emili dupr� image-in gregori halidi triplayhotel manag revenu manag distribut busi leadership and manag student residu chi-squar distribut hospit manag revenu market hotel busi business-strategi

market in a digit worldconversantthi cours examin how digit tool such as the internet smartphon and 3d print are revolution the world of market by chang the role and practic of both firm and consumers. market in a digit world is one of the most popular cours on coursera with over 250 000 learner and is rate by class central as one of the top 50 mooc of all time https//www.class-central.com/report/top-moocs/. the cours wa initi launch in 2015 and ha been updat in april 2020. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.pr strategi digit strategi market promot market market strategi digit market product placement market mix market econom busi market

bug 101 insect-human interactionsintermediateof all the anim on earth which are the strongest for their size? what about the fastest? who were the first anim to evolv flight? insect take all of these titl and more! as the most abund anim on the planet insect and other arthropod affect our live in so mani ways. from benefici interact like pollin and biolog pest control to the transmiss of life threaten diseases; thi cours will teach you about the big way that these littl arthropod impact our lives. in bug 101 insect-human interact you will be plung into the divers and sometim alien world of arthropod to learn how they work what they do and how insect and human interact everi day. after complet thi cours you will be abl to describ the evolutionari relationship between insect and their arthropod rel inventori major group of insect and their divers demonstr evolutionari adapt that make insect success discuss insect biolog and human-insect interact evalu posit and neg interact between insect and human propos practic and symbol role insect play in human societiesbutterfli biolog veterinari ecosystem entomolog entomophagi agricultur plant insect flight anim life-sci basic-sci

analyz websit visitor with googl analyt segmentsbeginnerin thi project you will learn how to use segment in googl analyt and how they provid a deeper analysi of your websit visitors. you will learn how to set up and use segments. you will learn about system segment and custom segments. you will also learn how to import segments. you will understand how use segment help you make better decis when it come to increas and convert your websit traffic. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.analysi pytorch segment analysi googl analyt market segment benefit project mine analyt film project data-sci data-analysi

scandinavian film and televisionintermediatein mani way scandinavian film and televis is a global cultur brand connect with and export some of the cultur and social valu connect to a liber and progress welfar society. thi cours deal with the social institut and cultur background of film and televis in scandinavia and in a broader european and global context.histori cultur welfar state photographi cinematographi film drama public servic televis product art arts-and-human music-and-art

modern american poetryintermediatetwelv experienc faculti member from across the unit state present their analys of ground-break modern american poet in richli illustr video lectures. the cours highlight both major poets�from walt whitman and emili dickinson through t.s. eliot h.d. ami lowel hart crane langston hugh muriel rukeys and mani others�and influenti movements. the cours mix histor overview with close read of individu poet and poems. most cours give onli one instructor� point of view. thi one match the divers of us poetri with lectur by a score of talent faculty. they bring their special perspect to the materi while also present a coher view of more than fifti year of us poetry. throughout the cours the lectur are illustr with vivid imag of the event peopl and place mention in the poem themselves. read by both the poet themselv and experienc faculti highlight the texts. on screen display of text and quotat make it easi to follow the material. thi is a cours that take advantag of the medium to bring you sight and sound that would be difficult to incorpor in classroom lectures.film languag defeat art visual art poetri write art histori human learn histori contemporari histori arts-and-human music-and-art

textual element of design font typographi and spacingbeginnergraph design is tell a stori by use both imag and text. with that definit in mind thi cours will focu on the textual element of graphic design. from the histori of typographi the differ between type font and text as well as exposur to typographi space student will learn the valu of select the best kind of type and combin of font to get their messag across in a visual pleas manner.web design html typographi adob illustr adob photoshop brochur design video product graphic design video edit comput graphic arts-and-human histori

market analyt capston projectadvancedthi capston project will give you an opportun to appli what we have cover in the foundat of market analyt specialization. by the end of thi capston project you will have conduct exploratori data analysi examin pairwis relationship among differ variabl and develop and test a predict model to solv a market analyt problem. it is highli recommend that you complet all cours within the foundat of market analyt special befor start the capston course.market regress valid project market analysi accuraci and precis evalu regress logist regress exploratori data analysi analyt busi market

tell the data stori with survey graphic in googl slidesadvanced�tel me a story.� at some point we all have either heard those word or utter them ourselves. the strong desir to be transport and to understand through narr is someth that stay with us through adulthood and is activ in our person and profession lives. whi are human so profoundli impact by stories? studi show that narr help us to find mean in inform and activ a desir to connect with it. by engag with a stori we open the door to allow the mean of it to reson with us. for decision-mak thi translat to narr the stori act as the vehicl to make data actionable. in thi project you will gain hands-on experi tell a simpl data stori that will connect with a profession audience. the stori will be told with graphic creat from survey data collect by a hypothet compani that hope to grow their understand of the custom experi and uncov where busi opportun may lie. you will tell your survey data stori use the free-to-us present softwar googl slides. by the end of thi project you will be abl to confid tell a data stori use ani present software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.us case frame present softwar line chart softwar audienc spreadsheet softwar present chart project data-sci data-analysi

musicianship tension harmon function and modal interchangeadvancedaft a tremend respons from learner on coursera berkle onlin ha creat a develop your musicianship special and thi cours is the third cours in the series. if you have a gener understand of music theori or if you have complet develop your musicianship i and ii thi cours will continu to help you understand music concept enabl you to creat and perform contemporari music. taught by berkle colleg of music professor georg w. russel jr. the cours includ four lesson that delv into an intermedi level of harmoni and ear training. the cours will introduc you to new key signatur and explor how they are constructed. you will continu to train your ear learn to differenti between the variou interv and chord that were explor in develop your musicianship i and ii. you will learn how to borrow chord from parallel tonal modal interchang and how to write more common chord progressions. the cours culmin with an assign that ask you to compos and perform a composit use popular chord progressions. as with develop your musicianship i and ii thi cours is design to share the joy of creat music.sleep mode harmoni jazz strategi chord euler' totient function piano audio record order pair music arts-and-human music-and-art

user experi respons hero in xd for beginnersbeginnerin thi 1-hour long project-bas cours you will learn how to creat custom content as well as resus compon for a respons hero for a websit design. there is also a ux use case in the recommend read to understand the reason whi we are creat the user interfac ui. 1. creat artboard and util the tool panel for content creation. 2. creat a custom button with the pen tool 3. creat a button compon 4. learn text charact style 5. resiz asset for artboards. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.charact comput experi asset login steel connect design user experi print shop project axosoft project mine computer-sci design-and-product

internet histori technolog and securitybeginnerth impact of technolog and network on our live cultur and societi continu to increase. the veri fact that you can take thi cours from anywher in the world requir a technolog infrastructur that wa design engin and built over the past sixti years. to function in an information-centr world we need to understand the work of network technology. thi cours will open up the internet and show you how it wa creat who creat it and how it works. along the way we will meet mani of the innov who develop the internet and web technolog that we use today. what you will learn after thi cours you will not take the internet and web for granted. you will be better inform about import technolog issu current face society. you will realiz that the internet and web are space for innov and you will get a better understand of how you might fit into that innovation. if you get excit about the materi in thi cours it is a great lead-in to take a cours in web design web develop program or even network administration. at a minimum you will be a much wiser network citizen.web internet protocol internet secur histori internet architectur cryptographi internet architectur secur network architectur computer-sci computer-security-and-network

secur digit democracyadvancedin thi cours you'll learn what everi citizen should know about the secur risks--and futur potenti � of electron vote and internet voting. we'll take a look at the past present and futur of elect technolog and explor the variou space intersect by vote includ comput secur human factor public polici and more.comput access control elect distribut comput architectur vote softwar test usabl wii menu termin server secur banner blind computer-sci computer-security-and-network

teach english now! capston project 1advancedin the final capston project you will appli the skill you learn by observ teacher at work a total of six hour of observation. you will build on the concept learn from the previou cours to analyz the lessons. you will also submit your teach philosophi a five-day lesson plan and a teach tip. you will deliv a portion of your lesson submit a 6-10 minut video for peer review. if you have complet teach english now! part 1 and teach english now! part 2 you will submit your work for expert review to receiv your asu 150-hour tesol certif from asu in addit to your coursera certificates.curios languag english languag lesson plan philosophi write educ teach human learn plan social-sci educ

our energi futurebeginnerthi cours is design to introduc student to the issu of energi in the 21st centuri � includ food and fuel � which are insepar link � and will discuss energi product and util from the biolog engin econom climat scienc and social scienc perspectives. thi cours will cover the current product and util of energi as well as the consequ of thi use examin finit fossil energi reserv how food and energi are link impact on the environ and climat and the social and econom impact of our present energi and food product and use. after the introductori lectur we will examin the emerg field of sustain energi fuel and food product emphas the import of develop energi effici and sustain method of product and how these new technolog can contribut to replac the diminish suppli of fossil fuel and reduc the consequ of carbon dioxid releas into the environment. thi cours will also cover the import of creat a sustain energi futur for all societi includ those of the develop world. lectur will be prepar and deliv by lead uc san diego and scripp institut of oceanographi faculti and industri profession across these area of expertise.energi sustain climat chang sustain energi wind energi synthet biolog energi polici biofuel renew energi energi system physical-science-and-engin environmental-science-and-sustain

penetr test incid respons and forensicsbeginnerthi cours give you the background need to gain cybersecur skill as part of the cybersecur secur analyst profession certif program. you will learn about the differ phase of penetr test how to gather data for your penetr test and popular penetr test tools. furthermor you will learn the phase of an incid respons import document to collect and the compon of an incid respons polici and team. final you will learn key step in the forens process and import data to collect. thi cours also give you a first look at script and the import to a system analyst. thi cours is intend for anyon who want to gain a basic understand of cybersecur or as the fifth cours in a seri of cours to acquir the skill to work in the cybersecur field as a cybersecur analyst. the complet of thi cours also make you elig to earn the penetr test incid respons and forens ibm digit badge. more inform about the badg can be found https//www.youracclaim.com/org/ibm/badge/penetration-testing-incident-response-and-forensics. in thi cours you will learn to �\tdescrib penetr test tool and the benefit to an organ �\tdescrib a deep dive into incid respons techniqu and tool �\tdescrib digit forens and digit evidence. �\tdiscuss the power of scripting.incid manag penetr test script languag python program comput secur incid manag leadership and manag secur comput program digit forens forens information-technolog secur

web applic develop with javascript and mongodbadvancedin thi cours you will develop more advanc web applic program skills. you will learn how to control data read and write access use method publish and subscribe. you will learn how to access your databas and server shell use command line tools. you will use the simpleschema system to valid data and gener input form automatically. you will see a complet collabor code edit environ textcircl be built from scratch. at the end of thi cours you will be abl to - use meteor method to control data write access - use publish and subscrib to control data read access - instal and use advanc meteor packag - add user account to your applic - implement complex mongodb filter - use the mongodb and meteor server shell - defin data valid schema use simpleschema - gener data input form automat use simpleschema in thi cours you will complet 2 program assign take ~4 hour each to complet 4 quizz each take ~20 minut to complet multipl practic quizz each take ~5 minut to complet particip in or complet of thi onlin cours will not confer academ credit for univers of london programmesmeteor html mongodb databas web develop web file system permiss web applic user comput javascript computer-sci software-develop

subsist marketplacesadvancedth foundat for thi cours lie with uniqu synergi between pioneer research teach and social initi through the subsist marketplac initiative. uniqu to thi approach is a bottom-up understand of the intersect of poverti and the marketplace. the goal of thi cours are to help you develop an understand of marketplac activ in the radic differ context of subsist where much of human resid and surviv and for you to design solut that can be implement by individu busi and social enterpris through econom ecolog and social sustain product for subsist marketplaces.valu proposit resourc sale project behavior i-dea plan market econom evalu entrepreneurship busi leadership-and-manag

introduct to game designadvancedwelcome! thi cours is an introduct to the primari concept of game and an explor of how these basic concept affect the way gamer interact with our games. in thi cours you will understand what defin a �game� and the mechan and rule behind differ type of games. through four link assign you'll learn way to creat and describ a game concept and specif what make a compel game. thi cours focus on the conceptu underpin of game and all assign can be complet with a pencil and paper � no previou program knowledg is required.softwar design descript balanc game design video game develop gameplay document game mechan game design game test video game design game design document arts-and-human music-and-art

busi process manag in healthcar organizationsbeginnerhav you ever need to resolv a bill or other issu with a healthcar organ and thought that there must be a better more effici and more customer-friendli way to oper such a busi process? for exampl have you thought that there should be an easier way to read your bill or pay your bill? or do you work in a healthcar organ and find yourself think that there must be better way for the busi process to function? if you have thi cours is for you. cours content includ an overview of healthcar organ busi process includ busi process manag approach as well as a discuss of healthcar organ entrepreneurship as a busi process. the cours provid link to extern site to connect you to the larger "real world" of healthcar organ busi process busi process manag and entrepreneurship. the link also serv as resourc you can take with you after you complet the cours experience. and becaus everyon love a road trip/field trip there are also "virtual field trips" to the often hidden place of interest on the web. the cours format is read video quizz and a project. the project requir you to synthes cours materi to design patient-cent busi process for a healthcar organ the way you would have thing run in the best of all worlds. the design submit as an electron word process document in memo format is an artifact of the cours which you can circul to colleagu or use as the basi for a talk or present event.process innov leadership and manag busi process manag healthcar manag process manag p-rep busi process electron measur life-sci healthcare-manag

career plan a pathway to employmentbeginnerthi cours is design to foster creativ approach to launch a new career. you will articul best way to make a first impress and analyz your strength by creat a person statement. you will identifi appropri element to make your resum stand out from the crowd. you will also identifi the most effect way a cover letter can answer a job descript and how to best leverag social media in your job search. in short thi cours will help you to prepar for a new job. you will learn how to appli network leverag social media interview follow-up and evalu option through research and with the help of experienc faculti and talent professional. launch your career provid insight from industri leader on job search network and interviewing. you will receiv guidanc and best practic tip on how to master the interview and profession close the loop. you will also compos a thank you note and clearli relat your ideal career to exist job titl and offers.employ linkedin experi elev pitch r&d manag promot market interview plan career social media personal-develop personal-develop

market strategi for entrepreneursadvancedy live a hands-on-lif and you intend continu do so! that is whi i guess you alreadi have check where the qr-code the logo for thi cours lead to right? and it is in such kind of set you prefer hands-on-learning. thing you can do alreadi today is someth you value. you actual did not start thi cours when enrol it. you start it long ago either as a custom somewher or just mayb think about market for some time. or mayb you are alreadi work on market of you yourself or mayb your own company. or as employ somewher of course. in all these situat what matter is action. action that contribut to your marketing-journey. thi is the reason whi we will start of with a situat �a if� you were start up the sale process in a compani where no previou custom exist and mayb you are if so...us it dure the course. gradual your sale effort give result you get custom and handl the market expans becom important. if somewhat lucki in practic that is the way it goes. the cours begin with the art of cold call attack the one that did not know you did exist. the most tricki one and analyz the potenti custom then gradual move over to segment posit close the deal competit market strategi and market expansion. it is normal in that order it develop in practice. the curriculum includ gener basic market theori as well modern digit market issu like onboard convers and retent experiment market and pivoting. the cours includ a number of assign to facilit your learn � some of them compulsory. all of them hope practic use for you alreadi today. on one hand thi is a basic course. there is far more in thi than we are abl to cover here. but i still think thi cours will prepar you for some of the most common market and sale effort need for technolog base companies. later on i guess you will learn more. mayb here or somewher else. hope you enjoy it. good learn have to be fun. so if the cours is not fun enough for you pleas let me know!market econom market strategi write storytel entrepreneurship sale mass market digit market strategi market busi market

sleep neurobiolog medicin and societyintermediateth object of thi cours is to give student the most up-to-d inform on the biolog person and societ relev of sleep. person relev is emphas by the fact that the singl best predictor of daytim perform is the qualiti of the previou night' sleep. the brain activ gener sleep and the first section of the cours is an overview of the neurobiolog basi of sleep control. the cours provid cellular-level understand of how sleep depriv jet lag and substanc such as alcohol caffein and nicotin alter sleep and wakefulness. the second section of the cours cover sleep-depend chang in physiolog and sleep disord medicine. particular emphasi will be place on disord of excess sleepi insomnia and sleep-depend chang in autonom control. chronic sleep depriv impair immun function and may promot obesity. death due to all caus are most frequent between 400 and 600 a.m. and thi second section of the class highlight the relev of sleep for prevent medicine. the societ relev of sleep will be consid in the final section of the class. in an increasingli complex and technolog orient societi operator-error by one individu can have a disastr neg impact on public health and safety. fatigue-rel perform decrement are known to have contribut as causal factor to nuclear power plant failur transport disast and medic errors.medicin sleep apnea sleep depriv biolog sleep system call neurobiolog molecular biolog sleep cognit behavior therapi for insomnia sleep medicin life-sci basic-sci

build container applic on awsbeginnerthi cours introduc you to contain technolog and how they can be use to modern your applic as well as explor how differ aw servic can be use to manag and orchestr those containers. contain technolog have exist for year and are still gain popularity. two of the most preval option are docker and kubernet - each with it own distinct set of features. regardless of which technolog you choos one of the biggest challeng with contain is their orchestration. unlik tradit monolith applic where you can onli scale at a macro level - an execut for exampl - container applic scale at the contain level. when coupl with a microservic approach each contain can contain the code necessari to execut a singl task or function. while thi provid a number of benefit a singl applic can consist of hundr of container microservices. how do you handl start stop scale out and scale in all of these containers? aw offer a number of servic that help with contain orchestr includ amazon elast contain servic ec amazon elast kubernet servic ek amazon lightsail and amazon elast contain registri ecr. throughout thi cours expert instructor will dive deep into these servic as well as gener contain technolog and capabilities. thi cours use a combin of video-bas lectur deliv by aw technic trainer demonstr and hands-on lab exercis to enabl you to deploy and manag a container application.kubernet microservic docker softwar subnetwork command-lin interfac node.j macro comput scienc servic discoveri virtual machin oper system information-technolog cloud-comput

engag & nurtur market strategiesbeginnerin thi third cours in the social market special - "the engag & nurtur market strategies" - you will learn two of the most effect social strategi use by organ today. you'll see real-world best practic exampl and learn what metric they use to gaug success. you will also learn the import of infograph and the impact a well-design land page can have on your bottom line. all of the social skill you have learn thu far will be put into action with a multimedia filter and focu blog that you will creat to demonstr how social can enabl real-tim market results. after thi mooc you will have develop a plan to reach your target consum market and know when it is best to either use or avoid specif social market strategies. addit mooc 3 faculti includ * randi krum data visual & infograph design | consult | author | speaker | presid infonewt * stanford smith ceo push social * andi crestodina co-found & strateg director orbit media studio * ellen valentin veteran market leader & evangelist silverpop ibmsoci media market media market market autom social media strategi digit market write market strategi market real-tim market busi market

when disast meet conflictbeginnerdisast risk reduct and humanitarian aid in conflict set thi mooc teach you to develop account high-qual and ethic respons to disast in conflict-affect areas. the e-cours is meant primarili for practition but also open to student or otherwis interest people. it stimul particip to think about humanitarian aid drr and disast respons in context where conflict is ongo linger or ha character the set in recent time as well as about the hard choic and dilemma face by humanitarian actor in conflict settings. moreov you will learn to distinguish the differ challeng and effect posit exampl of aid in three type of conflict settings. through video interview guest lectur and realist case-studio learn becom both relev and fun; everyth you learn will be applic for practic in the field. curious? check out our trailer in the first modul of the mooc below.analysi crisi manag disast disast defens readi report system drr disast respons experien case studi humanitarian interview emerg manag arts-and-human philosophi

introduct to git and githubadvancedin thi cours you�ll learn how to keep track of the differ version of your code and configur file use a popular version control system vc call git. we'll also go through how to setup an account with a servic call github so that you can creat your veri own remot repositori to store your code and configuration. throughout thi cours you'll learn about git' core function so you can understand how and whi it� use in organizations. we�ll look into both basic and more advanc featur like branch and merging. we'll demonstr how have a work knowledg of a vc like git can be a lifesav in emerg situat or when debugging. and then we'll explor how to use a vc to work with other through remot repositori like the one provid by github. by the end of thi cours you'll be abl to store your code' histori in git and collabor with other in github where you�ll also start creat your own portfolio! in order to follow along and complet the assess you�ll need a comput where you can instal git or ask your administr to instal it for you.vers control version control system python program comput program softwar github code review collabor git softwar softwar version information-technolog cloud-comput

palo alto network cybersecur essenti iiadvancedpalo alto network cybersecur essenti ii cours descript essenti ii provid the student with a full understand of the fundament tenant of cybersecur and cover the gener secur concept involv in maintain a secur network comput environment. student will fulli learn the natur and scope of today� cybersecur challeng strategi for network defens as well as detail inform about next-gener cybersecur solutions. student will also deploy a varieti of secur methodolog as well as technolog and concept use for implement a secur network environment. learn object upon complet of thi cours student will be abl to �\tdemonstr abil to assess and harden endpoint base on secur policies. �\tdescrib use of advanc malwar research and analysi to provid enhanc protect for enterpris networks. �\texamin mobil and cloud-bas connect technologies.comput secur incid manag indic of compromis malwar research custom support process malwar enterpris privat network secur evalu analysi information-technolog secur

introduct to the internet of thing and embed systemsbeginnerth explos growth of the �internet of things� is chang our world and the rapid drop in price for typic iot compon is allow peopl to innov new design and product at home. in thi first class in the special you will learn the import of iot in societi the current compon of typic iot devic and trend for the future. iot design consider constraint and interfac between the physic world and your devic will also be covered. you will also learn how to make design trade-off between hardwar and software. we'll also cover key compon of network to ensur that student understand how to connect their devic to the internet. pleas note that thi cours doe not includ discuss forums. upon complet thi cours you will be abl to 1. defin the term �internet of things� 2. state the technolog trend which have led to iot 3. describ the impact of iot on societi 4. defin what an embed system is in term of it interfac 5. enumer and describ the compon of an embed system 6. describ the interact of embed system with the physic world 7. name the core hardwar compon most commonli use in iot devic 8. describ the interact between softwar and hardwar in an iot devic 9. describ the role of an oper system to support softwar in an iot devic 10. explain the use of network and basic network hardwar 11. describ the structur of the internet 12. describ the mean of a �network protocol� 13. explain manet and their relat to iotinternet protocol microcontrol internet oper system internet of thing wireshark commun protocol embed system design arduino system design computer-sci software-develop

portfolio optim use markowitz modelbeginnerin thi 1-hour long project-bas cours you will learn how to optim a two-asset portfolio at the optimum risk-to-return with find the maximum sharp ratio. to achiev thi we will be work around the sharp ratio of two given asset we will find the effici frontier of these asset and find where they intersect the best by util the markowitz model. the content of thi cours draw on the knowledg of project compar stock return with googl sheet so you are highli recommend to take it first if you are not familiar with how the sharp ratio is calcul and don�t have an understand of how the risk-to-return metric work. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.machin learn microsoft excel secur research financi engin portfolio optim trade financ asset mathemat optim financi model busi financ

secur and integr compon of your applicationbeginnerin thi cours applic develop learn how to design and develop cloud-n applic that seamlessli integr manag servic from googl cloud. through a combin of present demo and hands-on lab particip learn how to appli best practic for applic develop and use the appropri googl cloud storag servic for object storag relat data cach and analytics. learner can choos to complet lab in their favorit languag node.j java or python.\t * describ best practic for cloud-n applic development\t * implement storag solut for object binari and larg file use cloud storage\t * differenti between data storag option for variou type of applic data\t * implement solut for store non-rel applic data in datastoreauthent googl cloud platform publish subscrib pattern applic program interfac ident manag cloud api cloud platform feder ident euler' totient function cloud comput computer-sci software-develop

construct financebeginnerth final cours of the special expand the knowledg of a construct project manag to includ an understand of econom and the mathemat of money an essenti compon of everi construct project. topic cover includ the time valu of money the definit and calcul of the type of interest rate and the import of cash flow diagrams.r estat lean method project leadership and manag effect interest rate risk construct manag financ risk manag project manag busi business-strategi

the finit element method for problem in physicsbeginnerthi cours is an introduct to the finit element method as applic to a rang of problem in physic and engin sciences. the treatment is mathemat but onli for the purpos of clarifi the formulation. the emphasi is on code up the formul in a modern open-sourc environ that can be expand to other applic subsequently. the cours includ about 45 hour of lectur cover the materi i normal teach in an introductori graduat class at univers of michigan. the treatment is mathemat which is natur for a topic whose root lie deep in function analysi and variat calculus. it is not formal howev becaus the main goal of these lectur is to turn the viewer into a compet develop of finit element code. we do spend time in rudimentari function analysi and variat calculu but thi is onli to highlight the mathemat basi for the method which in turn explain whi they work so well. much of the success of the finit element method as a comput framework lie in the rigor of it mathemat foundat and thi need to be appreci even if onli in the elementari manner present here. a background in pde and more importantli linear algebra is assum although the viewer will find that we develop all the relev idea that are needed. the develop itself focus on the classic form of partial differenti equat pde ellipt parabol and hyperbolic. at each stage howev we make numer connect to the physic phenomena repres by the pdes. for clariti we begin with ellipt pde in one dimens linear elast steadi state heat conduct and mass diffusion. we then move on to three dimension ellipt pde in scalar unknown heat conduct and mass diffus befor end the treatment of ellipt pde with three dimension problem in vector unknown linear elasticity. parabol pde in three dimens come next unsteadi heat conduct and mass diffus and the lectur end with hyperbol pde in three dimens linear elastodynamics. interspers among the lectur are respons to question that aros from a small group of graduat student and post-doctor scholar who follow the lectur live. at suitabl point in the lectur we interrupt the mathemat develop to lay out the code framework which is entir open sourc and c++ based. book there are mani book on finit element methods. thi class doe not have a requir textbook. howev we do recommend the follow book for more detail and broader treatment than can be provid in ani form of class the finit element method linear static and dynam finit element analysi t.j.r. hugh dover public 2000. the finit element method it basi and fundament o.c. zienkiewicz r.l. taylor and j.z. zhu butterworth-heinemann 2005. a first cours in finit element j. fish and t. belytschko wiley 2007. resourc you can download the deal.ii librari at dealii.org. the lectur includ code tutori where we list other resourc that you can use if you are unabl to instal deal.ii on your own computer. you will need cmake to run deal.ii. it is avail at cmake.org.dimens vector space formul comput fluid dynam numer analysi fluid mechan partial differenti equat euler' totient function differenti equat comput physic basi function physical-science-and-engin mechanical-engin

russian compani law. format of legal entities.intermediateth present cours give an overview of base of russian compani law. format of legal entitites. the cours is direct to student of gener educ institut russian and foreign lawyer head of legal entiti financi director chief account auditor practic in english and to ani person interest in the russian compani law.law partnership financ corpor law person audit administr manag intern relat russian leadership and manag busi leadership-and-manag

forens account and fraud examinationbeginnereveryday across the world thousand of busi are victim by fraud. who commit these bad acts? why? and how? in thi cours we are go to help you answer the question who commit fraud whi and how. we�ll also help you develop skill for catch them.audit account intern control intern forens fraud deterr analysi forens account fraud detect fraud investig busi financ

data analyt foundat for account iadvancedwelcom to data analyt foundat for account i! you�r join thousand of learner current enrol in the course. i'm excit to have you in the class and look forward to your contribut to the learn community. to begin i recommend take a few minut to explor the cours site. review the materi we�ll cover each week and preview the assign you�ll need to complet to pass the course. click discuss to see forum where you can discuss the cours materi with fellow student take the class. if you have question about cours content pleas post them in the forum to get help from other in the cours community. for technic problem with the coursera platform visit the learner help center. good luck as you get start and i hope you enjoy the course!account data structur histogram array data type numpi matplotlib scikit-learn student residu probabl mass function random variabl data-sci data-analysi

complex retriev queri in mysql workbenchbeginnerin thi intermediate-level cours you will use mysql workbench to expand your basic sql query-writ skill with more complex exampl and activities. in hands-on activ in mysql workbench you will write and execut sql queri that retriev data from multipl tables. in addit you will gener queri that summar data and perform calculations. nest queri and sql script round out the cours content. while the cours concentr on queri write you also get a tast of the problem-solv and data analysi effort requir for complex queri construct and queri result verification. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.rel databas internet round mysql analysi associ entiti data analysi databas model nest interpret information-technolog data-manag

standardis & technologyadvancedwelcom to the cours standardis and technology! do you alreadi know what standard are? could you imag a world without standards? it is certainli not easi to visual a world without standard and the huge import of standard is often underestim in our society. that is becaus such a vast amount are common to us and have been for ages. we don�t even realis they are standard anymore. we are excit to see you join and explor the world of standard that goe unnot by so many! first we visit histor exampl of standard and see that even befor christ standard were ever present. but sinc then standard have grown and evolv alongsid societi and we need to discuss the fundament of standard and standard setting. nowaday technolog is rapidli advanc and standard play an ever increas role. have you ever wonder what happen under the hood of your mobil phone? how are we abl to orchestr someth so huge as the internet without technic agreement and protocol without standards? we take a look at the organis that develop and maintain these standard and even take a brief glimps in the futur of thi ever evolv field! each week video lectur and read materi accord to the bibliographi in in the introduct will be provided. practic test will help you to prepar for the grade assess at the end of each week. good luck and we hope you enjoy the course!ag how we decid connect car privaci ethic opinion process weight standard organ vote busi business-strategi

precalculu mathemat modelingadvancedthi cours help to build the foundat materi to use mathemat as a tool to model understand and interpret the world around us. thi is done through studi function their properti and applic to data analysis. concept of precalculu provid the set of tool for the begin student to begin their scientif career prepar them for futur scienc and calculu courses. thi cours is design for all student not just those interest in further mathemat courses. student interest in the natur scienc comput scienc psycholog sociolog or similar will genuin benefit from thi introductori cours appli the skill learn to their disciplin to analyz and interpret their subject material. student will be present with not onli new idea but also new applic of an old subject. real-lif data exercis set and regular assess help to motiv and reinforc the content in thi cours lead to learn and mastery.analysi number spreadsheet algebra oper euler' totient function level set graph function of sever real variabl depend and independ variabl mathemat model measur math-and-log math-and-log

account manag & sale forc designadvancedth first cours in the sale operations/manag special account manag & salesforc design aim to introduc learner to a varieti of sale methods. student will gain knowledg on step in strateg plan and sale manag respons of a sale manag kind of sale oper a recap of the person sell process and the concept of a buy center.sal manag custom relationship manag outsid sale salesforc sale oper strateg plan leadership and manag suppli chain sale oper manag busi leadership-and-manag

busi implic of ai a nano-courseconversantin thi cours you will learn what artifici intellig is from a leader point of view. how shall we as leader understand it from a corpor strategi point of view? what is it and how can it be used? what are the crucial strateg decis we have to make and how to make them? what consequ can we expect if we decid on do ai-project and what kind of compet do we need? where shall we start and what could be a good second as well as third step? what implic for the organ can we expect? these are the question answer in thi course.strategi reason averag strateg manag leadership project save machin learn sale thought busi leadership-and-manag

taxat of busi entiti ii pass-through entitiesadvancedthi cours provid an introduct to the u.s. feder incom taxat of pass-through busi entiti includ subchapt s corpor partnership and limit liabil companies. the cours focus on the relev provis of subchapt s and k of the intern revenu code as well as relat treasuri regul and judici opinion govern the format oper and termin of pass-through entities. practic in-class studi problem facilit self-discoveri of technic tax knowledg along with the develop of a varieti of profession skill and attitudes.partnership taxpay partnership taxat revenu servic limit liabil tax return incom account tax prepar tax busi business-essenti

cancer prevent web-bas activitybeginnerthi web-bas video cours focus on the import of prevent and risk reduct in decreas cancer occurrences. all learner will need to watch the video modul read associ articl and achiev a pass score of 80% on quizz in order to complet the course. after complet the cours learner will receiv a link to claim continu medic and nurs educ credit. descript next gener choic foundat ngcf or less cancer lesscancer.org in conjunct with the univers of virginia and american univers promot a prevent paradigm for address the alarm trend of increas cancer incid and rais awar of cancer prevent to make risk reduct and prevent a vital part of the cancer paradigm for all people. thi is a departur from previou treatment-focus approach that talk about beat conquer or cure cancer. mani cancer are prevent by reduc risk factor such as pfa and lead corros in water suppli and infrastructur use of tobacco product ultraviolet light exposur asbesto exposur specif contamin and pollut sourc dispar and inequ and promot healthi lifestyl choic such as diet exercis and nutrition. visit the faq below for import inform regard 1 activ faculti and their credentials; 2 accredit and credit design statements; 3 commerci support disclosur statement; 4 disclosur of financi relationship for everi person in control of activ content and their role in the activity; 5 date of origin releas and termin or expir date.breast risk public health diet nutrit strategi prevent cancer risk assess cancer prevent medic manag life-sci public-health

engin design process with autodesk fusion 360advancedthi cours provid a deeper explor of mechan assembl and simul which are key engin featur of the design and manufactur process. the foundat of engin design is explor and iteration. design is rare a perfectli linear and straightforward process. in thi cours we'll explor mechan assembl design and simul focus on test and improv design compon and performance. as we move through design assumpt test and refin design idea we'll come closer to a final design while develop a deeper knowledg in autodesk� fusion 360� for simul and analyz product functionality. after complet thi cours you will be abl to � describ the engin design process and workflow in fusion 360. � summar the trend that are influenc the design industry. � demonstr knowledg and skill in more advanc fusion 360 cad and simul skillsansi mechan design manufactur process manag industri design simul mechan engin engin design computer-aid design process 3d print physical-science-and-engin mechanical-engin

master class for corpor entrepreneursbeginnerth master class experi is design to serv as the final project experi for the corpor entrepreneurship specialization. altern profession with experi in opportun analysi busi model and corpor financ are invit to complet the master class experi without the preliminari courses. with matur technolog and age product portfolio requir establish compani to creat develop and sustain innov new busi graduat of the master class will develop an understand of how to creat new busi and initi within the corpor environment. in collabor with our award-win faculti and a vibrant peer group learner will explor and appli the skill tool and best practic for � identifi and develop the entrepreneuri opportunities; � build busi models; � creat strategi for lead innovation; and � financ and profit from innovation. the master class experi is differenti from typic coursera cours and mooc in that our faculti and staff are activ engag with learner by provid individu feedback on assignments. our faculti and staff will review and offer feedback on the major assign submiss if you wish in an effort to assist you in develop and launch your corpor ventures. tri thi cours for free at https//www.coursera.org/learn/corporate-entrepreneurship-projectact manag corpor bond valu proposit model organ manag entrepreneurship custom relationship manag busi case strategi innov busi entrepreneurship

aw elast beanstalkdeploy a python(flask) web applicationbeginnerin thi 1-hour long project-bas cours you will learn how to creat your python web applic & launch it on your own server use aw elast beanstalk technology. you will be use the flask python framework to creat your web applic & aw desktop manag consol to deploy the web applic to the aw servers. addit you will learn more about read the server log how to switch between differ version of your web applic & also monitor your aw server use elast beanstalk desktop manag console. note to avoid distract for set up dure the cours we would recommend that you creat an amazon aw account beforehand. amazon aw provid a free tier option for 1 year & the cours materi will util servic that fall under the free tier option.python program server log c dynam memori alloc aw elast beanstalk web type i and type ii error file shortcut .properti project web applic information-technolog cloud-comput

fundament of busi financ with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. thi cours will introduc you to financi terminolog and explain whi it is essenti to use financi statement to understand and monitor your financi posit when make key busi decisions. the exercis will introduc you to the incom statement and balanc sheet. interpret these statement and calcul key busi ratio base on these financi statement will give you a clear understand of the current perform of your business. with thi inform you will have the skill to assess the financi implic of your growth opportun more accurately. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. you can find out more about the goldman sach 10 000 women collect in the faqs.cost account account financ incom financi ratio stock expens balanc sheet asset liabil manag financi statement busi entrepreneurship

data scienc in stratifi healthcar and precis medicineconversantan increas volum of data is becom avail in biomedicin and healthcar from genom data to electron patient record and data collect by wearabl devices. recent advanc in data scienc are transform the life scienc lead to precis medicin and stratifi healthcare. in thi cours you will learn about some of the differ type of data and comput method involv in stratifi healthcar and precis medicine. you will have a hands-on experi of work with such data. and you will learn from leader in the field about success case studies. topic includ i sequenc process ii imag analysi iii network model iv probabilist model v machin learn vi natur languag process vii process model and viii graph data. watch the cours promo video here http//edin.ac/2pn350pmedicin languag python program comput program machin learn human learn natur languag process analysi natur languag precis medicin data-sci data-analysi

intern cyber conflictsbeginnerbi natur cyber conflict are an intern issu that span across nation-st borders. by the end of the cours you will be abl to appli the knowledg gain for analysi and manag of intern cyber incid and conflict includ for activ such as develop of polici relat to cybercrim and cyberwarfare. manag of cyber incid and conflict requir an interdisciplinari perspect includ an understand of 1 characterist of the cyber threat and conflict themselv 2 intern effort to reduc and improv cyber secur and 3 psycholog and sociopolit factors. the cours is design to reach an intern audienc and will encourag discuss on relev current event among particip to enrich the experi with variou person and cultur perspect on cutting-edg issues. in addit assign and other assess will supplement video lectur and select read to ensur applic of the material. after take thi cours you will be abl to � identifi differ type of actor involv in cyber threat individu organ & nation-st � distinguish between differ type of threat and issu in cyber secur includ data theft polit espionag critic infrastructur protect and propaganda � detail the basic characterist of the internet infrastructur and intern effort to address internet govern � list sever intern effort to address cyber crime and espionag � evalu how princip that govern intern conflict might be appli in context of cyber secur � appli differ psycholog theori of human motiv and cooper and commun and polit theori in analysi of differ intern issu relat to cyber secur includ censorship media oper and role of social technologies. grade your grade is assess base on discuss post and quizzes. individu take thi cours for credit i.e. student at the univers at albani y will be requir to engag in addit activ commun to them directly. recommend background no background knowledg or skill are necessari but an understand and familiar of cyber secur internet infrastructur and intern law would be advantag for anyon who particip in the course. acknowledg ersin dincelli and nic depaula were the instruct design for the cours who assist in the record of the video review materi creat slide assess and some of the content. without their tremend effort thi would not have been possible. we also acknowledg the financi support for the record from the univers at albani as well as the support from media and marketing. final thank to lisa stephen who is the suni liaison to coursera for be a strong support of the mooc.espionag cybercrim law secur cyberwarfar internet cyberterror intern law confid internet protocol computer-sci computer-security-and-network

app design and develop for iosadvancedin app design and develop for io the third cours of the io app develop with swift special you will be develop foundat program skill to support graphic element present and data manipul from basic function through to advanc processing. you will continu to build your skill set to use and appli core graphic touch handl and gestur anim and transit alert and action as well as advanc algorithm thread and more. by the end of thi cours you will be abl to develop a more advanc fulli function app. current thi cours is taught use swift 2. the team is awar of the releas of swift 3 and will be make edit to the cours in time. pleas be awar that at thi time the instruct is entir with swift 2.interact io develop persist data structur algorithm human comput interact swift program navig control game design applic design mobil develop computer-sci mobile-and-web-develop

introduct to the arctic climatebeginnerth univers of alberta the univers of tromso and the univers of the arctic invit you to explor thi four week cours that examin the environ and climat of the circumpolar north. thi cours is the result of an intern collabor and provid you with an insight into our planet' north. follow an overview of region geographi we will focu on the cryospher ice as well as the atmospher and ocean of the region. we will learn whi the arctic is cold and ice cover and how that impact it climat and ecosystems. we will also consid how the arctic is connect to the rest of the world. final we will examin present day climat chang the process drive it and evid for it in the arctic befor look at the implic in the rapidli evolv north. watch a preview of the cours here https//uofa.ualberta.ca/courses/arctic-climateecosystem ecolog anim migrat geolog trap green build climat chang ecosystem carbon greenhous ga physical-science-and-engin environmental-science-and-sustain

introduct to program with matlabconversantthi cours teach comput program to those with littl to no previou experience. it use the program system and languag call matlab to do so becaus it is easi to learn versatil and veri use for engin and other professionals. matlab is a special-purpos languag that is an excel choic for write moderate-s program that solv problem involv the manipul of numbers. the design of the languag make it possibl to write a power program in a few lines. the problem may be rel complex while the matlab program that solv them are rel simpl rel that is to the equival program written in a general-purpos languag such as c++ or java. as a result matlab is be use in a wide varieti of domain from the natur scienc through all disciplin of engin to financ and beyond and it is heavili use in industry. henc a solid background in matlab is an indispens skill in today� job market. nevertheless thi cours is not a matlab tutorial. it is an introductori program cours that use matlab to illustr gener concept in comput scienc and programming. student who success complet thi cours will becom familiar with gener concept in comput scienc gain an understand of the gener concept of program and obtain a solid foundat in the use of matlab. student take the cours will get a matlab onlin licens free of charg for the durat of the course. the student are encourag to consult the ebook that thi cours is base on. more inform about these resourc can be found on the resourc menu on the right.principl matlab program principl problem solv program tool comput program matric comput program logic languag computer-sci software-develop

pharmaceut and medic devic innovationsbeginnerthi cours in the healthcar marketplac special give the learner an in-depth view of the intellectu properti creation that is vital to creat breakthrough technologies. includ is an understand of the strategi deploy for price drug and new technolog as well as the market size exercis to identifi where futur research and develop invest should be made.med devic competitor analysi market drug develop pharmaceut market global pharmaceut industri innov market econom medic devic busi financ

softwar product manag capstoneadvancedin thi six-week capston cours you will gain practic manag experi in a safe simul softwar product setting. you will appli agil practic and techniqu to conquer industry-inspir challenges. interact with a realist client you will discern what they want and express what they truli need in softwar requir to drive softwar production. upon complet the capston you will be prepar to advanc your career as a confid softwar product manag professional.product manag leadership and manag project scrum softwar develop project manag softwar softwar product manag softwar engin softwar project manag agil softwar develop computer-sci design-and-product

data-driven astronomyadvancedsci is undergo a data explos and astronomi is lead the way. modern telescop produc terabyt of data per observ and the simul requir to model our observ univers push supercomput to their limits. to analys thi data scientist need to be abl to think comput to solv problems. in thi cours you will investig the challeng of work with larg dataset how to implement algorithm that work; how to use databas to manag your data; and how to learn from your data with machin learn tools. the focu is on practic skill - all the activ will be done in python 3 a modern program languag use throughout astronomy. regardless of whether you�r alreadi a scientist studi to becom one or just interest in how modern astronomi work �under the bonnet� thi cours will help you explor astronomi from planet to pulsar to black holes. cours outlin week 1 think about data - principl of comput think - discov pulsar in radio imag week 2 big data make thing slow - how to work out the time complex of algorithm - explor the black hole at the centr of massiv galaxi week 3 queri data use sql - how to use databas to analys your data - investig exoplanet in other solar system week 4 manag your data - how to set up databas to manag your data - explor the lifecycl of star in our galaxi week 5 learn from data regress - use machin learn tool to investig your data - calcul the redshift of distant galaxi week 6 learn from data classif - use machin learn tool to classifi your data - investig differ type of galaxi each week will also have an interview with a data-driven astronomi expert. note that some knowledg of python is assum includ variabl control structur data structur function and work with files.comput program python program sql astronomi algorithm data analysi machin learn comput astronomi human learn analysi physical-science-and-engin physics-and-astronomi

basic of inclus design for onlin educationadvancedthi cours provid instruct and strategi to support you in develop a cours that is inclus to student with a wide rang of abil includ student with disabilities. we cover effect practic to increas inclus and avoid some of the common access issu that can aris in an onlin course. in particular basic of inclus design onlin cover cours organ the access of microsoft offic and pdf document make cours instruct page access caption of video make imag access and design for learn differences. we also discuss how inclus cours materi can help all student includ student without disabilities. thi cours will appeal to those who want both a broad overview of the rang of access consider and also a step-by-step guid of how to check document for access caption a video or prepar cours content for non-visu users. cours logo credit "web access word cloud" by jill wright https//goo.gl/xyuoeu. copyright - some right remain. see https//creativecommons.org/licenses/by/2.0/cr write educ psycholog instruct design softwar design descript graph onlin learn portabl document format educ visual basic interfac social-sci educ

achiev advanc insight with bigqueryadvancedth third cours in thi special is achiev advanc insight with bigquery. here we will build on your grow knowledg of sql as we dive into advanc function and how to break apart a complex queri into manag steps. we will cover the intern architectur of bigqueri column-bas shard storag and advanc sql topic like nest and repeat field through the use of array and structs. lastli we will dive into optim your queri for perform and how you can secur your data through author views. >>> by enrol in thi special you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<googl cloud platform sql aggreg function mathemat optim scalabl cloud comput bigqueri queri optim databas cloud platform information-technolog data-manag

explor beethoven� piano sonatasnot calibratedour relationship to beethoven is a deep and paradox one. for mani musician he repres a kind of holi grail hi music ha an intens rigor and profund which keep us in it thrall and it is perhap unequal in the interpret technic and even spiritu challeng it pose to performers. at the same time beethoven� music is casual familiar to million of peopl who do not attend concert or consid themselv music inclined. two hundr year after hi death he is everywher in the cultur yet still repres it summit. thi cours take an inside-out look at the 32 piano sonata from the point of view of a performer. each lectur will focu on one sonata and an aspect of beethoven� music exemplifi by it. these might includ the relationship between beethoven the pianist and beethoven the composer; the critic role improvis play in hi highli structur music; hi mix of extrem refin music with rougher elements; and the often surpris way in which the event of hi life influenc hi composit process and the charact of the music he wa writing. the cours will featur some analysi and histor background but it perspect is that of a player not a musicologist. it main aim is to explor and demystifi the work of the perform even while embrac the etern mysteri of beethoven� music itself. thi season' curti cours are sponsor by linda richardson in love memori of her husband dr. paul richardson. the dolfinger-mcmahon foundat support curtis' lifelong learn initiatives.futur gener music write stream media chord latex hold psycholog effect piano deaf arts-and-human music-and-art

text retriev and search enginesbeginnerrec year have seen a dramat growth of natur languag text data includ web page news articl scientif literatur email enterpris document and social media such as blog articl forum post product review and tweets. text data are uniqu in that they are usual gener directli by human rather than a comput system or sensor and are thu especi valuabl for discov knowledg about people� opinion and prefer in addit to mani other kind of knowledg that we encod in text. thi cours will cover search engin technolog which play an import role in ani data mine applic involv text data for two reasons. first while the raw data may be larg for ani particular problem it is often a rel small subset of the data that are relev and a search engin is an essenti tool for quickli discov a small subset of relev text data in a larg text collection. second search engin are need to help analyst interpret ani pattern discov in the data by allow them to examin the relev origin text data to make sens of ani discov pattern. you will learn the basic concept principl and the major techniqu in text retriev which is the underli scienc of search engines.docu retriev document languag web crawler recommend system rank inform retriev languag model vector space text mine data-sci data-analysi

build a twitter clone backendbeginnerin thi 1-hour 30-minut long project-bas cours you will learn how to set up a node project and your develop environ creat a basic express server and rout set up a mongodb databas and mongoos model and implement twitter function cruds. by the end of thi project you will creat a fulli function backend server for a twitter clone with node express and mongodb. you will have enough knowledg to start work on ani backend project comfortably. thi project will give you a head start into backend develop which could lead to if pursu and expand on properli a brand new back-end develop career. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.mongodb model php euler' totient function project brand-new front and back end web clone applic program interfac computer-sci mobile-and-web-develop

introduct to ableton liveadvancedth new version of introduct to ableton live featur ableton live 10 will launch on april 20! in the past digit audio workstat daw were program use onli by audio engin with a highli specif knowledg base on machin inaccess to most people. but over the past 10-15 year daw and the act of record music have evolv from be a luxuri of the few to be avail to the masses. ableton live is one such application. use by an extrem broad rang of music creator ableton live not onli facilit the work of engin produc and writer in profession home and mobil studio set but it is also a power platform for musician on stage in the dj booth and elsewhere. in thi ableton certifi train center cours develop by berkle onlin you will explor some of live� most power and use function midi program audio record warp and process loop edit mix perform file manag and troubleshooting. meant to be a springboard for those who are new to ableton live and/or daw in gener thi three-week cours will provid you with a strong knowledg base for use live to take your music idea from concept to final recording. the cours break down the mani barrier of entri into music technolog and encourag all those who wish to creat fearlessly. note if you do not own ableton live 10 you can download the free fulli featur ableton live trial. the trial version will allow you to save and export your work for 30 days. if you use the trial version do not download it until the cours is schedul to begin.mus troubleshoot video edit save piano guitar sound design ableton poetri write electron music arts-and-human music-and-art

environment manag & ethicsintermediatedecision-mak often turn to scientist and engin to assist them to navig through complex environment health and societ challeng pervad by system uncertainti ambigu and ethic implications. thi cours prepar you to meet the request and demand of current and futur decision-mak and in thi cours you will analyz ethic challeng associ with environment dilemma and appli differ decis make tool relev to environment manag and regulation.environment health nanotechnolog environment protect environment impact assess environment studi geolog sustain leadership and manag environment econom ethic physical-science-and-engin environmental-science-and-sustain

creat a buy signal use rsi in r with the quantmod packagebeginnerin thi 1-hour long project-bas cours you will learn how to pull down stock data use the r quantmod package. you will also learn how to perform analyt and pass financi risk function to the data. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.trad perform stock algorithm rule-bas system choic standard deviat technic analysi algorithm trade data analysi data-sci data-analysi

see through photographsintermediatetak share and view photograph ha becom second natur for mani of us. given our near-const engag with imag thi cours will help you dig into the mean of pictur and reconsid photography� role in our visual culture. thi cours aim to address the gap between see and truli understand photograph by introduc a divers of idea approach and technolog that inform their making. in thi cours you will look close at 100 photograph from the collect of the museum of modern art go behind the scene of the museum and into artist studio through origin film and audio interviews. you will hear a varieti of perspect on the way photographi ha been use throughout it 180-year histori as a mean of artist express a tool for scienc and explor an instrument of document a way to tell stori and record histori and a mode of commun and critique. short text and read from moma public provid enhanc context for the work in the course. by enrol in thi cours you�ll join a commun of intern learner in discuss forum receiv invit to live and virtual event from our lead instructor sarah meister and gain exclus access to moma resources. updat we�v been listen to your feedback! in septemb 2020 we launch new content in see through photograph includ audio interview with addit contemporari artist from around the world video of sarah introduc key idea and almost doubl the number of photograph from the collection. we�v also ad opportun for you to share and receiv feedback on your photograph in the discuss forums.essay write critic think observ photographi histori photo essay art histori art analysi creativ arts-and-human music-and-art

ebola essenti knowledg for health professionalsintermediatemarch 2014 mark the start point of the largest outbreak of ebola viru diseas in history. although the diseas seem to be on a decreas we are not there yet and new outbreak will sure emerge. new effort to combat the outbreak are necessary. thi is whi we develop thi onlin cours about ebola target at health profession across the world. in thi cours you will cover the fundament knowledg ani health profession should have with expect or confirm case or a gener interest in the ebola disease. you will discuss the epidemiolog of the diseas it pathophysiolog and transmiss the clinic present includ differenti diagnosi and confirm of disease. you will also discuss the gener therapeut approach to the care of ebola suspect or confirm patient and discuss the novel vaccin and drug developments. as the ebola crisi continu to rage through the affect area we need health profession like yourself to be inform and involved. thi cours is develop in collabor with colleagu at the univers of amsterdam the univers medic center utrecht juliu center/juliu global health elev health m�decin san fronti�r and the lion heart foundation.epidem vaccin vaccin differenti diagnosi ebola viru diseas ebola outbreak diseas infect epidem life-sci patient-car

excel skill for busi intermedi iibeginnerspreadsheet softwar remain one of the most ubiquit piec of softwar use in workplac across the world. learn to confid oper thi softwar mean ad a highli valuabl asset to your employ portfolio. in thi third cours of our excel special excel skill for busi you will delv deeper into some of the most power featur excel ha to offer. when you have success complet the cours you will be abl to check for and prevent error in spreadsheets; creat power autom in spreadsheets; appli advanc formula and condit logic to help make inform busi decisions; and creat spreadsheet that help forecast and model data. onc again we have brought togeth a great teach team that will be with you everi step of the way. nicki prashan and myself will guid you through each week. as we are explor these more advanc topic we are follow alex who is an excel consult call in by busi that experi issu with their spreadsheets.model microsoft excel data valid index microsoft excel macro microsoft excel vba macro comput scienc data model solver lookup tabl busi business-essenti

understand china 1700-2000 a data analyt approach part 1beginnerth purpos of thi cours is to summar new direct in chines histori and social scienc produc by the creation and analysi of big histor dataset base on newli open chines archiv hold and to organ thi knowledg in a framework that encourag learn about china in compar perspective. our cours demonstr how a new scholarship of discoveri is redefin what is singular about modern china and modern chines history. current understand of human histori and social theori are base larg on western experi or on non-western experi seen through a western lens. thi cours offer altern perspect deriv from chines experi over the last three centuries. we present specif case studi of thi new scholarship of discoveri divid into two stand-alon part which mean that student can take ani part without prior or subsequ attend of the other part. part 1 thi cours focus on compar inequ and opportun and address two relat question �who rise to the top?� and �who get what?�. part 2 https//www.coursera.org/learn/understanding-china-history-part-2 turn to an arguabl even more import question �who are we?� as seen through the framework of compar popul behavior - mortal marriag and reproduct � and their interact with econom condit and human values. we do so becaus mortal and reproduct are fundament and univers becaus they differ histor just as radic between china and the west as pattern of inequ and opportun and becaus these differ demonstr the mutabl of human behavior and values. cours overview video https//youtu.be/dzupryj4etkpopul algebra iter student residu chi-squar distribut averag analysi analyt immut object latex data-sci data-analysi

statist data visual with seabornbeginnerwelcom to thi project-bas cours on statist data visual with seaborn. produc visual is an import first step in explor and analyz real-world data sets. as such visual is an indispens method in ani data scientist' toolbox. it is also a power tool to identifi problem in analys and for illustr results. in thi project we will employ the statist data visual librari seaborn to discov and explor the relationship in the breast cancer wisconsin diagnost data set. we will use the result from our exploratori data analysi eda in the previou project breast cancer diagnosi � exploratori data analysi to drop correl featur implement featur select and featur extract method includ featur select with correl univari featur select recurs featur elimin princip compon analysi pca and tree base featur select methods. lastli we will build a boost decis tree classifi with xgboost to classifi tumor as either malign or benign. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.featur select data analysi analysi data visual kaggl visual librari gener statist project project mine exploratori data analysi data-sci machine-learn

profession respons and ethic for accountantsadvancedaccount perform a wide varieti of activ which includ but are not limit to account audit tax manag consult and financi management.� howev a profession accountant� respons is not exclus to satisfi the need of an employ or profession servic client. �one of the distinguish characterist of the account profess is it accept of the respons to act in the public interest. thi cours will introduc you to profession guidanc that enabl account to uphold the oblig to act in the public interest while meet their profession respons to employ and clients.� you will also learn foundat knowledg of the moral dimens of busi that are help for recogn and interpret the ethic issu embed in situat you will encount in your career.� topic in the cours includ profession standard valu and norm ethic theori theori of a firm and busi purpos and corpor governance.behavior corpor action committe ethic corpor director reason proactiv corpor bond corpor govern hedon busi leadership-and-manag

technic writingadvancedth cours develop technic write skill necessari to commun inform gain through a process of technic or experiment work. the cours highlight the factor that determin the degre of technic of the languag and concept involved. you will learn how to write differ technic report e.g. laboratori report research report design and feasibl report progress report consult report etc. the cours also approach sever languag structur style and content issu that you can encount while report the result of your research.writ medic write report write recommend system commun laboratori research technic commun organ manag academ write primari research language-learn learning-english

host a static websit (html/css/javascript) in aw s3advancedin thi one hour project you will learn how to use amazon web servic s3 storag servic for host a static websit html/css/javascript. mani compani and individu today need a websit and most of those don't requir complex databas or backends. amazon web servic provid a simpl storag servic s3 free tier that can be also use to host a static websit with no server and no complexity. mani profession don't know that it is possibl to use aw simpl storag servic s3 not onli to store object but also to host a complet static websit made in html/css and javascript and take advantag of all scalabl and avail aw offers. onc you'r done with thi project you will be abl to deploy a static websit in ani aw region you want with just a few step and without huge tech experience. note for thi project you will need an aw account.pag memori web host servic front and back end entri point project mine download project upload databas risk information-technolog cloud-comput

project manag the basic for successconversantthi cours combin the essenti element of project manag and team leadership into one course. through class engag and reflect you will acquir further understand of the respons of leadership and becom better prepar to appli thi knowledg to the project environment. upon complet thi cours you will be abl to 1. learn about the role of high perform team and leadership in project manag 2. learn about the tool and techniqu for develop and strengthen high perform team and team member 3. learn about the stage in project cycl 4. appli best practic to develop compet and skill in plan and control project to ensur success outcom 5. learn how to monitor project activ and assess progress 6. learn to commun profici to report project statu and perform to stakehold and contribut to organiz knowledg baseplan risk team manag project manag leadership and manag project plan project plan project leadership commun busi leadership-and-manag

api design and fundament of googl cloud' apige api platformbeginnerthi cours api design and fundament of googl cloud' apige api platform is the first in a seri of three cours in the develop api for googl cloud' apige api platform specialization. thi cours introduc you to api design and the fundament of the apige platform. the second cours focus on api security. the third cours focus on addit api develop topics. in thi cours you learn how to design api and how to use openapi specif to document them. you learn about the api lifecycl and how the apige api platform help you manag all aspect of the lifecycle. you learn about how api can be design use api proxi and how api are packag as product to be use by app developers. thi cours util hands-on lab that model an api develop process that can be use for real-world project on googl cloud' apige api platform.cloud api applic program interfac cloud comput front and back end represent state transfer comput program openapi specif java annot specif technic standard interfac computer-sci design-and-product

data analysi use pysparkbeginneron of the import topic that everi data analyst should be familiar with is the distribut data process technologies. as a data analyst you should be abl to appli differ queri to your dataset to extract use inform out of it. but what if your data is so big that work with it on your local machin is not easi to be done. that is when the distribut data process and spark technolog will becom handy. so in thi project we are go to work with pyspark modul in python and we are go to use googl colab environ in order to appli some queri to the dataset we have relat to lastfm websit which is an onlin music servic where user can listen to differ songs. thi dataset is contain two csv file listening.csv and genre.csv. also we will learn how we can visual our queri result use matplotlib.data analysi analysi machin learn big data python program util matplotlib order pair project mine project data-sci data-analysi

introduct to environment law and policybeginnerenvironment law may be the one institut stand between us and planetari exhaustion. it is also an institut that need to be reconcil with human liberti and econom aspirations. thi cours consid these issu and provid a tour though exist legal regim govern pollut water law endang speci toxic substanc environment impact analys and environment risk. note the�environment law & polici cours will close for new learner enrol on februari 22 2019. learner who have alreadi enrol will continu to see it on their coursera dashboard as long as they remain enrol in the course. if you are current enrol in thi cours pleas see the announc sent on februari 19 2019 for addit details.intern law common law environment polici environment law law legal analysi pollut analysi polici analysi environment protect social-sci law

fpga comput system background knowledg and introductori materialsintermediatethi cours is for anyon passion in learn how a hardwar compon can be adapt at runtim to better respond to users/environ needs. thi adapt can be provid by the design or it can be an embed characterist of the system itself. these runtim adapt system will be implement by use fpga technologies. within thi cours we are go to provid a basic understand on how the fpga are work and of the rational behind the choic of them to implement a desir system. thi cours aim to teach everyon the basic of fpga-bas reconfigur comput systems. we cover the basic of how to decid whether or not to use an fpga and if thi technolog will be proven to be the right choic how to program it. thi is an introductori cours meant to guid you through the fpga world to make you more consciou on the reason whi you may be will to work with them and in tri to provid you the sens of the work you have to do to be abl to gain the advantag you are look for by use these technologies. we reli on some extra read to provid more inform on the topic cover in thi course. pleas note that most of the time these document are provid through the ieee xplore digit librari which mean that to access them you have to have a valid ieee subscript either doe by yourself or through your university/company. the cours ha no prerequisit and avoid all but the simplest mathemat and it present technic topic by use analog to help also a student without a technic background to get at least a basic understand on how an fpga works. one of the main object of thi cours is to tri to democrat the understand and the access to fpga technologies. fpga are a terrif exampl of a power technolog that can be use in differ domains. be abl to bring thi technolog to domain expert and show them how they can improv their research becaus of fpga can be seen as the ultim object of thi course. onc a student complet thi cours they will be readi to take more advanc fpga courses..bit materi verilog run time program lifecycl phase digit design out-of-ord execut system design embed c program lifecycl phase hardwar design computer-sci design-and-product

research manag and leadership trainingbeginnerthi cours is for earli career research and mentor who believ that modern scientif career requir manag skill and want to be research leaders. thi curriculum give you skill to effect implement fund project therebi enhanc your career success. research leader take on a number of new role right and responsibilities--a scientif leader financi administr manag and mentors. in thi cours we explain how to optim the peopl team project and financ for which you are responsible. despit your research train you are probabl face an urgent train gap in leadership and manag skills. scientif career falter for non-scienc reason when research fail to execut a scope of work struggl to track expens and return substanti unspent grant funds; or run out of fund by spend on the wrong peopl or mismanag the right people. consequ project close with inadequ progress on aim thu compromis success competit for futur funding. thi cours will help avoid these traps. leadership and manag are essenti skill for researchers. sever earli career research senior scientist and administr leader are eager to share their expertis and experi with you.profession develop perform apprais employe retent mentorship leadership sponsorship leadership and manag perform manag experi regulatori complianc life-sci healthcare-manag

introduct to testng and integr with seleniumbeginnertestng stand for test next gener is a test framework that provid the develop the abil to write more flexibl and power test with help of easi annot group sequenc & parametrizing. it can easili be integr with autom tool like selenium and is wide use by autom test expert to write function tests. in thi one-hour guid project through hands-on practic exercis you will learn -- 1. write test case use @test annot use testng 2. use @beforemethod and @aftermethod annot and their purpos in testng 3. use @beforeclass and @afterclass annot and their purpos in testng 4. testng integr with selenium autom tool 5. prioriti and enabl attribut in testng to control the order of execut and enabling/dis a test case. 6. use assert statement to add assert in testng 7. understand differ format of report in testng note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.test case manual test selenium e-nabl english languag write system under test project refer implement bash unix shell computer-sci software-develop

reproduc researchbeginnerthi cours focus on the concept and tool behind report modern data analys in a reproduc manner. reproduc research is the idea that data analys and more gener scientif claim are publish with their data and softwar code so that other may verifi the find and build upon them. the need for reproduc is increas dramat as data analys becom more complex involv larger dataset and more sophist computations. reproduc allow for peopl to focu on the actual content of a data analysi rather than on superfici detail report in a written summary. in addit reproduc make an analysi more use to other becaus the data and code that actual conduct the analysi are available. thi cours will focu on liter statist analysi tool which allow one to publish data analys in a singl document that allow other to easili execut the same analysi to obtain the same results.rstudio gener statist r program languag data analysi write comput program markup languag knitr analysi data-sci data-analysi

cyber attack countermeasuresadvancedthi cours introduc the basic of cyber defens start with foundat model such as bell-lapadula and inform flow frameworks. these underli polici enforc mechan help introduc basic function protect start with authent methods. learner will be introduc to a seri of differ authent solut and protocol includ rsa secureid and kerbero in the context of a canon schema. � the basic of cryptographi are also introduc with attent to convent block cipher as well as public key cryptography. import cryptograph techniqu such as cipher block chain and triple-d are explained. modern certif authority-bas cryptograph support is also discuss and shown to provid basi for secur e-commerc use secur socket layer ssl schemes.encrypt biba model public-key cryptographi cryptographi cryptanalysi secur socket layer ssl secur rsa securid s/key block cipher mode of oper computer-sci computer-security-and-network

matrix methodsintermediatemathemat matrix method lie at the root of most method of machin learn and data analysi of tabular data. learn the basic of matrix method includ matrix-matrix multipl solv linear equat orthogon and best least squar approximation. discov the singular valu decomposit that play a fundament role in dimension reduct princip compon analysi and nois reduction. option exampl use python are use to illustr the concept and allow the learner to experi with the algorithms.algebra linear least squar linear map linear algebra least squar system of linear equat singular valu decomposit orthogon matric linear equat math-and-log math-and-log

eas physic symptom it' not just hospic anymoreintermediatepalli care provid import support for peopl live with seriou or life-limit ill and their famili caregivers. in thi cours you will learn to use symptom assess tool to better understand which symptom are present and which are most distressing. in subsequ week you will learn about some of the most common and distress symptom such as anorexia loss of appetit dyspnea short of breath fatigu weak deliriumconfus and constip and nausea/vomiting. for each of these symptom you will learn about the underli caus and potenti way to support peopl and their famili to manag the symptom with simpl practic and non-med approach as well as a review of medic as appropriate. in addit you will learn to help peopl with their emot respons to symptom and loss of function. you will be abl to immedi use these insight skill and tool in your work with peopl live with seriou illness. in other cours you will learn commun skill whole person assess how to eas physic pain and explor way to eas psycho-social-spiritu distress.constip symptom appetit vomit dementia cachexia famili caregiv medic confus weight loss life-sci patient-car

hierarch cluster custom segmentationadvancedin thi 1-hour long project-bas cours you will learn how to use python to implement a hierarch cluster algorithm which is also known as hierarch cluster analysis. thi type of algorithm group object of similar behavior into group or clusters. the output of thi model is a set of visual cluster where each cluster is distinct from each other cluster and the object within each cluster are broadli similar to each other in features. in thi project you will learn the fundament theori and practic illustr behind hierarch cluster and learn to fit examin and util unsupervis cluster model to examin relationship between unlabel input featur and output variabl use python. we will walk you step-by-step into machin learn unsupervis problems. with everi task in thi project you will expand your knowledg develop new skill and broaden your experi in machin learning. particularli you will build a hierarch cluster algorithm to appli market segment on a group of custom base on sever features. by the end of thi project you will be abl to build your own hierarch cluster model and make amaz cluster of customers. in order to be success in thi project you should just know the basic of python and cluster algorithms.unsupervis learn data cluster algorithm numpi matplotlib machin learn algorithm hierarch cluster data structur python program market segment data-sci machine-learn

appli plot chart & data represent in pythonadvancedthi cours will introduc the learner to inform visual basic with a focu on report and chart use the matplotlib library. the cours will start with a design and inform literaci perspect touch on what make a good and bad visual and what statist measur translat into in term of visualizations. the second week will focu on the technolog use to make visual in python matplotlib and introduc user to best practic when creat basic chart and how to realiz design decis in the framework. the third week will be a tutori of function avail in matplotlib and demonstr a varieti of basic statist chart help learner to identifi when a particular method is good for a particular problem. the cours will end with a discuss of other form of structur and visual data. thi cours should be taken after introduct to data scienc in python and befor the remaind of the appli data scienc with python cours appli machin learn in python appli text mine in python and appli social network analysi in python.data analysi chart matplotlib analysi scatter plot comput program data visual python program comput graphic plot graphic data-sci data-analysi

deploy model with tensorflow serv and flaskbeginnerin thi 2-hour long project-bas cours you will learn how to deploy tensorflow model use tensorflow serv and docker and you will creat a simpl web applic with flask which will serv as an interfac to get predict from the serv tensorflow model. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should be familiar with python tensorflow flask and html. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.tensorflow web applic euler' totient function machin learn internet flask web infer web develop interfac data-sci machine-learn

sport sponsorship. let them playintermediatear you interest in sport sponsorship? would you like to understand which actor particip in sport sponsorship? would you like to know the latest and innov propos that are aris in the sport sponsorship world? are you interest in learn and connect with sport enthusiasts/stud from all around the world? the universitat aut�noma de barcelona and the johan cruyff institut jointli offer thi introductori cours in sport sponsorship for all those interest in know how to creat a sponsorship plan for a sport event. there are no special requir to take the course. thank to thi cours you will be capabl of face a real challeng the activ of a sponsorship plan for the johan cruyff foundation.market brand sport reason evalu extern sponsorship i-messag sponsor commerci intern busi market

strategi for teach perfect tens and modalsintermediatethi is the first cours in the teach english intermedi grammar specialization. in thi cours you will learn about teach import intermedi verb tens includ present perfect present perfect progress past perfect and past perfect progressive. you will also learn about teach common modal verb use in english. final you will have opportun to practic the skill you learn by creat sampl assign and record short video of your teach demonstrations. thi cours is design for teacher or those want to becom teacher who have a solid understand of english grammar and want to improv their skill of teach that grammar to others. pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.english languag latex effect method strategi english grammar perfect tens instruct design teach grammar student' t-distribut language-learn learning-english

build cloud servic with the java spring frameworkadvancedthi mooc describ by exampl how to build cloud servic via the use of object-ori design techniques; java program languag features; java servlet the java spring framework; and cloud comput platform such as amazon web services. due to the import of build secur and scalabl mobile/cloud platform thi mooc will not onli show you how to build cloud servic but how to do so secur scalabl and efficiently. secur and scalabl topic will be woven into discuss of cloud servic creation so that student learn from the start how to creat robust cloud services.spr secur spring depend inject hypertext transfer protocol cloud comput object-rel map web servic servlet web applic spring framework computer-sci mobile-and-web-develop

success career developmentintermediateno matter the profession level we can all benefit from learn how to succeed in our careers. whether a well-season profession a manag traine or a servic level employe thi cours will help you enrich your career by hone your profession behavior and networking. through industri expert support and resourc thi cours is design to prepar you for success in ani chosen career. you will develop the habit and attitud you need to perform effect in the job market. you will identifi a mentor to add valu to your career. you will analyz your relationship and develop a practic approach for engag your linkedin network. you will differenti between network and network with intention. you will also discov the most effect way to ask for help from your peer or profession group. final you will evalu the best method of adjust your career path at variou stage of life.leadership and manag linkedin mentorship person advertis commun career leadership career develop plan career counsel personal-develop personal-develop

design patternsadvancedthi cours extend object-ori analysi and design by incorpor design pattern to creat interact applications. through a survey of establish design pattern you will gain a foundat for more complex softwar applications. final you will identifi problemat softwar design by referenc a catalog of code smells. you will be challeng in the capston project to redesign an exist java-bas android applic to implement a combin of design patterns. you will also critiqu a given java codebas for code smells. after complet thi cours you will be abl to � demonstr how to use design pattern to address user interfac design issues.\t � identifi the most suitabl design pattern to address a given applic design problem.\t � appli design principl e.g. open-clos depend invers least knowledge.\t � critiqu code by identifi and refactor anti-patterns. � appli the model-view-control architectur pattern.architectur pattern code smell softwar code refactor design pattern unifi model languag softwar design chain of respons factori method pattern softwar design pattern computer-sci software-develop

psycholog of popularitybeginnerth level of popular you experienc in childhood and adolesc is still affect you today in way that you may not even realize. learn about how psychologist studi popular and how these same concept can be use in adulthood to be more success at work becom better parent and have a happier life.psycholog sex parent attract behavior popular social psycholog facial psycholog psychopatholog life-sci psycholog

creat ui in uniti part 3 - set menubeginnerin thi two-hour project-bas cours you will be introduc to unity' user interfac ui toolkit for build a set menu for your game. thi project cover creat and set up each ui compon base on user selection. the guid project will introduc you to the follow uniti ui concept - canva rect transform and panel - text imag and toggl switch - slider and button thi is part 3 of a four-part seri on creat a good-look user interfac for your game or other uniti application. part 1 cover creat a screen overlay canva for typic player-feedback such as health and score while part 2 show you how to creat world-spac canvas to provid inform and feedback on gameobject in the environment. part 4 will show you how to creat a ui that will automat adapt to the aspect ratio of ani screen. thi seri make use of the sci-fi-them uniti project creat in creat power-up and obstacl with c# in unity. it compliment thi guid project and although not a prerequisit is recommend for a more well-round understand of the concept present herein.project video game develop user interfac teach method machin learn euler' totient function java annot .properti problem-bas learn multiliteraci computer-sci software-develop

autodesk certifi profession inventor for mechan design exam prepintermediateprov to potenti employ that you�r up to the task by becom an autodesk certifi professional. thi onlin cours from autodesk prepar you by offer an overview of skill that match what is cover in the autodesk certifi profession inventor for mechan design exam. advanc in technolog are chang the way we work and the job skill demand by industry. it� essenti for profession to be abl to demonstr their knowledg and skill in order to be competit and meet workforc standards. in thi cours we�ll explor the profession skill defin for the autodesk certifi profession inventor for mechan design exam. through a seri of lesson practic exercis challeng assign and assess we�ll learn and appli the autodesk inventor skill cover in the exam to boost your confid and technic skill in prepar for the exam. at the end of the cours you will have the opportun to test your knowledg by take the practic exam that accompani the course. it� all about practic and preparation. about the autodesk certifi profession inventor for mechan design exam the autodesk certifi profession inventor for mechan design exam is design for industri profession who possess advanc skill and can solv complex challeng in workflow and design. a certif at thi level demonstr a comprehens skill set that provid an opportun for individu to stand out in a competit profession environment. thi type of experi typic come from have work with the softwar on a regular basi for at least 2 year equival to approxim 400 hour minimum - 1200 hour recommend of real-world autodesk softwar experience. the autodesk certifi profession acp certif exam can be taken at a pearson vue test center or through onvu pearson vue� onlin proctor environment. candid are given 120 minut to complet a certif exam and should review the test center polic and requir befor scheduling. readi to take the exam? schedul to take the exam onlin or find a test center near you on pearsonvue.com/autodesk.autodesk inventor java program mechan design combin autodesk path variabl inequ mathemat .properti mechan engin computer-aid design physical-science-and-engin mechanical-engin

urban natur connect citi natur and innovationbeginnerhow can natur help us design and build our cities? nature-bas solut have the potenti to provid multipl benefit across a rang of sustain challeng face cities. they can help to limit the impact of climat chang enhanc biodivers and improv environment qualiti while contribut to econom activ and social well-being. but what are nature-bas solutions? exampl includ green roof and citi park that reduc heat citi lagoon that can store water as well as veget and rain garden to intercept storm water. thi cours will explor nature-bas solut in citi in europ and around the world. it will connect togeth the key theme of natur citi and innovation. we will discuss how to assess what nature-bas solut can achiev in cities. we will examin how innov is take place in cities. and we will analys the potenti of nature-bas solut to help respond to climat chang and sustain challenges. thi cours combin both technic knowledg and the social scienc to better understand nature-bas solut in a holist perspective. new govern arrang busi model and financ form of citizen engag and innov pathway will be need to make the promis of nature-bas solut a reality. in thi cours we bring togeth a collect of divers film and key short read on nature-bas solut as well as interact forum and practic assign to creat an onlin learn commun for nature-bas solut in an urban world.wat pollut stormwat urban plan innov climat chang illustr sustain biodivers circular economi citi plan physical-science-and-engin environmental-science-and-sustain

content strategi for profession expand your content� reachadvancedin thi the third content strategi cours particip will learn action way to grow intern and extern audiences. they will deepen their understand about those target individu and will use a host of known and emerg tool and social network to meaning reach them. as it name make clear thi cours will expand your content' impact and reach. you will begin by learn how to util content trend to jump-start your organization' influence. you'll also look at how to engag with multi-channel digit commun across all social media. final you'll hear about some of the best way to enhanc your content with new interact tool and gamification. in thi inform age everi organ depend on it employe and those it serv to understand where it is go and what advanc the organ ha made. content strategi will enabl you to tell your import stori with far greater impact and to a larg more valuabl audience. guest lectur in thi cours includ -- randi hlavac lectur medil northwestern and lead professor of the social media market special also on coursera -- emili withrow assist professor medil northwesterncont market copywrit content strategi lifestyl trend and media commun social network gamif blog interact strategi busi market

advanc search engin optim strategiesbeginnerthi cours focus on technic mobil and social strategi for increas site traffic. learn how to build seo for intern audienc through content local global team align and optim for local search engines. discov techniqu to optim mobile-friendli websit get mobil app discov and leverag social media to drive organ seo traffic. you will also learn how to identifi key seo metric and collect interpret valid and report success to your client and stakeholders.rank mobil app market strategi mathemat optim digit market search engin optim web web market analyt busi market

experiment design basicsintermediatethi is a basic cours in design experi and analyz the result data. the cours object is to learn how to plan design and conduct experi effici and effect and analyz the result data to obtain object conclusions. both design and statist analysi issu are discussed. opportun to use the principl taught in the cours aris in all aspect of today� industri and busi environment. applic from variou field will be illustr throughout the course. comput softwar packag jmp design-expert minitab will be use to implement the method present and will be illustr extensively. all experi are design experiments; some of them are poorli design and other are well-designed. well-design experi allow you to obtain reliabl valid result faster easier and with fewer resourc than with poorly-design experiments. you will learn how to plan conduct and analyz experi effici in thi course.gener statist analysi of varianc experi factori experi analysi experiment design sampl size determin factori probabl varianc data-sci probability-and-statist

the art of music productionadvancedexplor the art of record product and how to make record that other peopl will love listen to. thi cours will teach you how to make emot move record on almost ani record equip includ your phone or laptop. the emphasi is on master tangibl artist concepts; the gear you use is up to you. you will learn to develop the most import tool in the record studio your ears. you will learn to enhanc everi aspect of your own product both sonic and music by employ deeper listen skills. assign will includ post your own record for peer review and review your classmates� work by employ specif tool and strategies. if you use a digit audio workstat to record and mix that� great but as long as you can record into your comput and post an mp3 you can complet the assignments. as you learn about the art of record product in thi 4-week cours you will also learn about yourself and who you are as an artist and producer. it is not necessari that you read music or play an instrument to take thi course.art listen emot sound design music signatur audio product write microphon sound arts-and-human music-and-art

lead posit chang through appreci inquirybeginnerappreci inquiri is a collabor and construct inquiri process that search for everyth that give life to organ commun and larger human system when they are most aliv effect creativ and healthi in their interconnect ecolog of relationships. to appreci quit simpli mean to valu and to recogn that which ha value�it is a way of know and valu the best in life. in the languag of posit organiz scholarship it mean a research focus�a posit bias�seek fresh understand of dynam describ by word like excel thrive abund resili or except and life-giving. in thi context the word appreci mean to valu those thing of value�it is a mode of know often connect to the idea of esthet appreci in the arts. to appreci also mean to be grate or thank for�it is a way of be and maintain a posit stanc along the path of life' journey. and not incident to appreci is to increas in valu too. combin the three�appreci as a way of know as a way of be and as an increas in value� suggest that appreci inquiri is simultan a life-centr form of studi and a construct mode of practice. as a form of studi appreci inquiri focus on search systemat for those capac and process that give life and strength and possibl to a live system; and as a construct mode of practic it aim at design and craft human organ through a process in which valu and creat are view as one and where inquiri and chang are power relat and understood as a seamless and integr whole lead posit chang through appreci inquiri is a cours dedic to advanc our understand and skill in lead strength-bas chang and on how to creat foster and manag organ in which peopl thrive and perform at their best.rethink chang manag govern budget balanc leadership human develop inquiri appreci inquiri experi leadership and manag proposit busi leadership-and-manag

sale train techniqu for a human-centr sale processadvancedthi cours will teach you an inbound approach to sale that focus on be help not salesy. by the end of thi cours you'll be abl to prospect for new busi qualifi for high-qual prospect book meet with decis maker handl buyer' object and negoti and close a deal. by follow thi process you'll be abl to jumpstart your career in sale with tactic tip and advic to run an effect sale playbook. free account you'll need to go through thi cours - hubspot academi https//hubs.ly/h0dm-ny0 - linkedin https//linkedin.com - gmail https//google.com/mail/ - about.m https//about.me/soci sell sale strategi sale process engin valu proposit prospect negoti sale train strategi inbound sale busi business-essenti

do clinic research biostatist with the wolfram languageadvancedthi cours ha a singular and clear aim to empow you to do statist test readi for incorpor into your dissert research paper and presentations. the abil to summar data creat plot and chart and to do the test that you commonli see in the literatur is a power skill indeed. not onli will it further your career but it will put you in the posit to contribut to the advanc of human through scientif research. we live in a wonder age with great tool at our dispos readi to achiev thi goal. none are quit as easi to learn yet as power to use as the wolfram language. knowledg is liter built into the language. with it well-structur and consist approach to creat code you will becom an expert in no time. thi cours follow the modern trend of learn statist analysi through the use of a comput language. it requir no prior knowledg of coding. an excit journey awaits. if you want even more there are option honor lesson on machin learn that cover the support in the wolfram languag for deep learning.model pearson' chi-squar test statist test student' t-test clinic biostatist languag p-valu gener statist spreadsheet wolfram mathematica data-sci data-analysi

quantit researchadvancedin thi cours you will obtain some insight about market to help determin whether there is an opportun that actual exist in the marketplac and whether it is valuabl and action for your organ or client. week 1 assess method avail for creat quantit survey along with their advantag and disadvantages. identifi the type of question that should be ask and avoid unambigu survey questions. week 2 design test and implement a survey by identifi the target audienc and maxim respons rates. you will have an opportun to use qualtric a survey softwar tool to launch your own survey. week 3 analyz statist model that can be appli to your market data so that you can make data-driven decis about your market mix. week 4 predict most like outcom from the market decis and match the type of analysi need for your busi problem. take quantit research as a standalon cours or as part of the market research specialization. you should have equival experi to complet the second cours in thi special qualit research befor take thi course. by complet the third class in the special you will gain the skill need to succeed in the full program.sampl size determin copi test gener statist market research maxim psycholog regress analysi factor analysi market segment quantit research conjoint analysi busi market

creat inform present with googl slidesbeginnerbi the end of thi project you will creat a googl slide that contain an introduct visual link chart and a conclusion. you will learn how to creat a present that is inform and captur an audience' attention. you will also learn how to link chart from googl sheet into your present that will synchron as data changes. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.custom experi project manag creativ present project logo custom support audienc leadership chart busi leadership-and-manag

introduct to biomed engineeringadvancedth cours is aim at university-level student of all engin background who would like to learn the basic of modern biomed engin includ the develop of human-robot interfac and system such as bionic prosthetics. the cours is cover the practic basic of almost everyth that a modern biomed engin is requir to know electron control theori microcontrol arduino and high-level program matlab. all cover disciplin do not requir ani prior knowledg except university-level mathemat and physics. by the end of the cours the student will be abl to practic understand and design electron system for electrophysiolog signal acquisit connect and program the microcontrol organis the data transmiss between a control and pc process the acquir signal and control a simpl robot with the acquir signal in real-time. the cours is also provid a platform from which the student can improv their skill further by simpli ad more complic system and experi with more advanc control paradigms. although the cours is aim at engin it will be also suitabl for anyon who is interest in modern r&d as it teach the practic concept which are employ by almost ani engin environ around the world involv in design and prototyp of new idea both in academia and industry. the cours wa develop by peter the great st. petersburg polytechn univers with the support of univers colleg london ucl.electr engin biomed engin microcontrol arduino matlab robot project mechan engin ansi mechatron robot physical-science-and-engin mechanical-engin

introduct to account data analyt and visualizationadvancedaccount ha alway been about analyt thinking. from the earliest day of the profess luca pacioli emphas the import of math and order for analyz busi transactions. the skillset that account have need to perform math and to keep order ha evolv from pencil and paper to typewrit and calcul then to spreadsheet and account software. a new skillset that is becom more import for nearli everi aspect of busi is that of big data analyt analyz larg amount of data to find action insights. thi cours is design to help account student develop an analyt mindset and prepar them to use data analyt program languag like python and r. we�v divid the cours into three main sections. in the first section we bridg account to analytics. we identifi how task in the five major subdomain of account i.e. financi manageri audit tax and system have histor requir an analyt mindset and we then explor how those task can be complet more effect and effici by use big data analytics. we then present a fact framework for guid big data analyt frame a question assembl data calcul the data and tell other about the results. in the second section of the cours we emphas the import of assembl data. use financi statement data we explain desir characterist of both data and dataset that will lead to effect calcul and visualizations. in the third and largest section of the cours we demonstr and explor how excel and tableau can be use to analyz big data. we describ visual percept principl and then appli those principl to creat effect visualizations. we then examin fundament data analyt tool such as regress linear program use excel solver and cluster in the context of point of sale data and loan data. we conclud by demonstr the power of data analyt program languag to assembl visual and analyz data. we introduc visual basic for applic as an exampl of a program languag and the visual basic editor as an exampl of an integr develop environ ide.data cluster algorithm analyt tableau softwar microsoft excel data visual microsoft excel vba pivot tabl analysi data analysi softwar data-sci data-analysi

introduct to game developmentbeginnerif you love game and want to learn how to make them then thi cours will start you down that path. make game is a creativ and technic art form. in thi cours you will familiar yourself with the tool and practic of game development. you will get start develop your own videogam use the industri standard game develop tool includ the unity3d game engin and c#. at the end of the cours you will have complet three hands-on project and will be abl to leverag an array of game develop techniqu to creat your own basic games. thi cours is for individu interest in becom a game design game artist or game programmer.gam design java annot comput program game develop tool user interfac game engin uniti user interfac program tool interfac video game develop computer-sci software-develop

get start in cryo-emnot calibratedthi class cover the fundament principl underli cryo-electron microscopi cryo-em start with the basic anatomi of electron microscop an introduct to fourier transform and the principl of imag formation. build upon that foundat the class then cover the sampl prepar issu data collect strategi and basic imag process workflow for all 3 basic modal of modern cryo-em tomographi singl particl analysi and 2-d crystallography. philosophi the cours emphas concept rather than mathemat detail taught through numer draw and exampl images. it is meant for anyon interest in the burgeon field of cryo-em and 3-d em includ cell biologist or molecular biologist without extens train in mathemat or imag physic and practic electron microscopist who want to broaden their understand of the field. the class is perfect as a primer for anyon who is about to be train as a cryo-electron microscopist or for anyon who need an introduct to the field to be abl to understand the literatur or the talk and convers they will hear at cryo-em meetings. pre-requisit the recommend prerequisit are college-freshman-level math physic and biochemistry. pace there are 14.5 hour of lectur video total separ into 40 individu �modules� last on averag 20 minut each. each modul ha at the end a list of �concept check� question you can use to test your knowledg of what wa presented. as the modul are group into seven major subject one reason plan would be to go through one major subject each day. that would mean watch a coupl hour of lectur and spend anoth hour or so think through the concept check question each day for a week. anoth reason plan would be to go through one modul each day for a littl over a month or even three modul a week monday wednesday and friday for a 3-month term. it is like that as you then move on to actual begin use a cryo-em or otherwis engag in the field you will want to repeat certain modules.goniomet structur biolog microscop imag format electron microscop singl particl analysi imag file format protein microbiolog protein structur life-sci research

java for androidintermediatethi mooc teach you how to program core featur and class from the java program languag that are use in android which is the domin platform for develop and deploy mobil devic apps. in particular thi mooc cover key java program languag featur that control the flow of execut through an app such as java� variou loop construct and condit statement enabl access to structur data such as java' built-in array and common class in the java collect framework such as arraylist and hashmap group relat oper and data into class and interfac such as java' primit and user-defin type field method gener paramet and except custom the behavior of exist class via inherit and polymorph such as subclass and overrid virtual methods. learner will appli these java featur in the context of core android compon such as activ and basic ui element by appli common tool such as android studio need to develop java program and use android apps. learner will work on sever hands-on project throughout the mooc i.e. each week will requir learner to write solut to program assign that reinforc the materi cover in the lectur videos. there will be roughli 4-6 hour of student engag time per week includ video lectur quizz and program assignments.java syntax java softwar platform gener in java softwar android develop comput program syntax java collect framework java program android studio computer-sci mobile-and-web-develop

public economicsadvancedthi cours offer an introduct into the public econom theory. it doe not aspir to cover theori of taxat public expenditur regul etc. at length and in-depth. rather our ambit is to give a bird's-ey view of central theme of public econom and relat disciplin and teach concept logic and idea rather than method of analysi which would requir an entir differ cours format. our choic of topic cover by the cours reflect a trade-off between salienc and central on the one hand and suitabl for a brief onlin introductori cours on the other. the cours content is neither comprehens which would be a "mission impossible" for virtual ani public econom course" nor repres of other such courses. with these limit and caveat in mind we encourag our student to continu their public econom studi in a more regular fashion and see our role inter alia in motiv interest in such "continu education". the central theme of the cours is the role of govern as a mechan of resourc alloc which complement and augment markets. govern are view as public agenc set to correct market failures. such agenc howev are prone to failur of their own and henc market and govern are two imperfect alternatives. we deal with government' limit with particular emphasi on those that have to do with inform asymmetri limit administr capac and imperfect account to society. otherwis the course' man theme are econom of taxat regul polit of public econom incent in govern and govern vis-�-vi civil society. do you have technic problems? write to us coursera@hse.rumedian economi prefer optim tax tax econom public servic lump-sum tax social capit extern social-sci econom

introduct to algaebeginnerthi cours wa produc by the alga technolog educ consortium and uc san diego with fund from the alga foundat the nation renew energi lab and the u.s. depart of energy. alga are an extrem divers group of organ that can be found in almost everi ecosystem on the planet and they play an essenti role for life on earth. they are littl bio-factori that use the process of photosynthesi to creat chemic compound that we can util for food feed medicin and even energy. we�v brought togeth some of foremost alga expert from industri and academia to teach you the fundament of algae. thi cours will cover what alga are whi they are import and whi we are interest in them for both their environment benefit as well as their use for products. you will also explor the vast divers of alga includ the characterist and applic of some of the main type of alga that are in commerci use today. later you will learn about algal ecolog and how interact with environ includ pest and predat affect algal productivity. and final you will examin the process of alga bio-manufactur includ product process as well as some of the product benefit and challeng that impact our abil to make commerci viabl product from algae.photosynthesi biolog ecolog marin biolog biomass biotechnolog cyanobacteria plant predat biofuel life-sci basic-sci

a journey through western christian from persecut faith to global religion (200 - 1650)intermediatethi cours follow the extraordinari develop of western christian from it earli persecut under the roman empir in the third centuri to it global expans with the jesuit of the earli modern world. we explor the dynam and divers charact of a religion with an enorm cast characters. we will meet men and women who tell stori of faith as well as of violenc suppress and division. along the way we encount perpetua and her martyrdom in carthage; the struggl of augustin the bishop in north africa; the zeal of celtic monk and missionaries; the vicious of the crusades; the vision of brigit of sweden; and the fractur of christian by martin luther� protest. we hear the voic of great theologian as well as of those brand heret by the church a power remind that the growth of christian is a stori with mani narr of compet vision of reform and ideal power critiqu of corrupt and venal and exclus of the vanquished. the troubl histori of christian engag with jew and muslim is found in pogrom and expuls but also in the astonish way in which the cultur of the west wa transform by jewish and islam learning. we shall explor the stun beauti of the book of kell exquisit prepar by monk as the vike terror the coast of england. we will experi the blue light of the window of chartr and ponder the open question of thoma aquinas� great summa. we will read from the gutenberg bibl of the fifteenth centuri which herald the revolut brought by the print press. we will travel from calvin� geneva to elizabeth� england to trent where a cathol council met to inaugur a modern missionari cathol church. we will walk through the great escori of philip ii of spain hear the poetri of john of the cross and follow the jesuit to brazil and china. christian in the west wa forg in the fire of conflict and tumult and it brought forth both creativ and violence. it echo with call for god� world to be transform it inspir the most sublim art and architectur yet it also reveal the power of the union of cross and sword to destroy. the cours is a journey through the format of the west as one strand of christian as one chapter in a global story. it is a journey that ha shape our world.religion histori bibl father monk comfort missionari cultur capit faith desert arts-and-human histori

game-theoret solut concept with spread sheetsbeginnerin thi 2-hour long project-bas cours you will learn how to use 2 game-theoret decis rule maximin strategi minimax strategi and the solut concept nash equilibrium. you will be familiar with key terminolog in game theori and learn the underli comput mechan of each method to solv problems. also you will be solv higher order payoff matric use custom spreadsheet base solut templat one for each method and learn to interpret the results. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.decis rule benefit spreadsheet project pollut logic gate decis tree strategi model analysi math-and-log math-and-log

surviv analysi in r for public healthadvancedwelcom to surviv analysi in r for public health! the three earlier cours in thi seri cover statist think correl linear regress and logist regression. thi one will show you how to run surviv � or �time to event� � analysi explain what� meant by familiar-sound but decept term like hazard and censor which have specif mean in thi context. use the popular and complet free softwar r you�ll learn how to take a data set from scratch import it into r run essenti descript analys to get to know the data� featur and quirk and progress from kaplan-mei plot through to multipl cox regression. you�ll use data simul from real messi patient-level data for patient admit to hospit with heart failur and learn how to explor which factor predict their subsequ mortality. you�ll learn how to test model assumpt and fit to the data and some simpl trick to get round common problem that real public health data have. there will be mini-quizz on the video and the r exercis with feedback along the way to check your understanding. prerequisit some formula are given to aid understand but thi is not one of those cours where you need a mathemat degre to follow it. you will need basic numeraci for exampl we will not use calculu and familiar with graphic and tabular way of present results. the three previou cours in the seri explain concept such as hypothesi test p valu confid interv correl and regress and show how to instal r and run basic commands. in thi cours we will recap all these core idea in brief but if you are unfamiliar with them then you may prefer to take the first cours in particular statist think in public health and perhap also the second on linear regress befor embark on thi one.miss data surviv analysi analysi r program proport hazard model regress analysi gener statist model public health log-rank test life-sci public-health

collegi esport and career planningbeginnerthi cours will be cover hot topic in the esport industry. with esport explod in popular over the last ten year there are a lot of issu to discuss. we will also be talk about collegi esport and career plan in order to understand all the differ avenu and to examin the choic avail for you as you pave your way through the esport world. we will examin collegi esport as that is gener the first step but we will be cover gener career plan too.choic project mine order pair sport ad block project pave opinion sg&a plan busi leadership-and-manag

learn to program craft qualiti codeadvancednot all program are creat equal. �in thi cours we'll focu on write qualiti code that run correctli and efficiently. �we'll design code and valid our program and learn how to compar program that are address the same task.softwar class comput program comput program algorithm comput program doctest python program semant python syntax and semant unit test computer-sci software-develop

materi data scienc and informaticsbeginnerthi cours aim to provid a succinct overview of the emerg disciplin of materi informat at the intersect of materi scienc comput scienc and inform science. attent is drawn to specif opportun afford by thi new field in acceler materi develop and deploy efforts. a particular emphasi is place on materi exhibit hierarch intern structur span multipl length/structur scale and the impedi involv in establish invert process-structure-properti psp linkag for these materials. more specif it is argu that modern data scienc includ advanc statist dimension reduct and formul of metamodel and innov cyberinfrastructur tool includ integr platform databas and custom tool for enhanc of collabor among cross-disciplinari team member are like to play a critic and pivot role in address the abov challenges.mechan engin materi materi develop product design chemistri informat materi design paintshop pro metallurgi nanotechnolog physical-science-and-engin chemistri

nutrit and lifestyl in pregnancybeginnernutrit and lifestyl in pregnanc offer an overview of the latest research find and intern recommend on a varieti of nutrition-rel aspect and outcom of pregnancy. ensur a healthi nutrit statu and lifestyl prior to and dure pregnanc is one of the best way to help support the healthi growth and develop of the unborn child. we will look at how a healthi diet and lifestyl should ideal be achiev prior to concept and provid recommend for pre-concept counsel of women. we will also look at the nutriti recommend for a healthi pregnanc to ensur optim matern and fetal outcom as well as focu on the most common nutrition-rel pregnanc complications; obes and gestat diabetes. the learner will have the opportun to delv into the cutting-edg world of epigenet and metabolom research and appreci the enorm role that these program effect have in long-term health and diseas outcomes. final we offer real life everyday situat and question from pregnant women to aid healthcar profession in the nutrition-bas counsel of pregnant women and their families. in addit to the english origin subtitl in portuges languag are avail now!exercis obes nutrit physic activ gestat diabet diet pregnanc nutrient risk diet nutrit life-sci nutrit

sustain agricultur land managementintermediatethi cours will cover the agricultur and urban water qualiti issu in florida their base land and nutrient manag strategi and the scienc and polici behind the best manag practic bmps. student will learn to evalu bmp research and analyz it role in determin practic and polici that protect water quality.agricultur product leadership and manag sustain chemic engin agricultur soil scienc soil sampl soil test nutrient soil conserv physical-science-and-engin environmental-science-and-sustain

microservic with spring bootadvancedbi the end of thi 2 hour project-bas cours you will have the skill of rapidli design industri standard microservic and rest api� with spring boot and other best in industri framework combinations. along with learn the basic of spring boot framework and design a park lot applic you will learn some of the most desir skill share among the best techi in the industri for web applic development. you will learn how to creat swagger-ui how to use lombok framework to minim the boilerpl and how to use embed databas and dev-tool for faster applic development.project oper manag embed databas microservic combin full-stack web develop databas rapid applic develop boilerpl code applic develop information-technolog cloud-comput

lectur seri for prevent and control covid-19beginnerin decemb 2019 a cluster of patient with pneumonia of unknown caus appear in wuhan hubei. govern at all level and depart of health administr highli valu and rapidli organ the center for diseas control and prevent cdc medic institut and scientif research academi to conduct a survey rescu and collabor research. thi new antigen wa quickli identifi as a novel coronaviru name as 2019-ncov by world health organ who. meanwhil the pneumonia caus by it wa name as novel coronaviru pneumonia. implement the decis by the cpc central committe and state council with xi at the core the whole countri took comprehens action in social mobil and deploy take epidem control a most import work in the immedi future. the spread of the epidem ha been effect controlled. howev novel coronaviru ha spread to the whole world thereaft so it call for closer intern cooper in epidem prevent and control. base on thi situat it wa urgent to set a new mooc program about covid-19 and impart scientif knowledg of the diseas to foreign student undergradu student and all the other common peopl abroad lay a solid foundat for the triumph of the war against covid-19. the novel coronaviru is a new strain of coronaviru that had never been found in human before. thi huge famili alreadi known can caus cold or middl east respiratori syndrom mer sever acut respiratori syndrom sar and other sever diseases. the main sign and symptom of the infect peopl includ respiratori symptom fever dri cough short of breath and dyspnea etc. in sever and critic case there will appear pneumonia sever acut respiratori syndrom kidney failur and even death. the two-month war against covid-19 ha help us accumul load of experi in diseas prevent control diagnosi and treatment which can be share with the whole world as a reference. in front of the need of our student and common peopl on covid-19 prevent knowledg the health scienc center of xi�an jiaotong univers ha organ relat expert to issu the english lectur of the epidem prevent and control for peopl at home and abroad and intern community. the content are mainli about �introduct diagnos therapeut strategi and prevent for covid-19�. through thi cours we sincer hope all our student and the common peopl of the world have scientif knowledg of covid-19 and increas self-protect awar improv intern community� capac for the prevent and control of covid-19. we should work in great uniti take science-bas and target measur against the epidem and have confid in conquer the virus.soci work prevent biochemist scan kidney failur habit measur strategi differenti diagnosi awar life-sci public-health

the dynam earth a cours for educatorsintermediateth amnh cours the dynam earth a cours for educ provid student with an overview of the origin and evolut of the earth. inform by the recent releas next gener scienc standard thi cours examin geolog time scale radiometr date and how scientist �read the rocks.� we will explor dramat chang in the earth over the last 4 billion year includ how the evolut of life on earth ha affect it atmosphere. in addit to look at geolog on a global scale particip will take to their own backyard to explor and share their local geolog history. cours particip will bring their understand of the dynam earth - along with content resourc discuss question and assign - into their own teaching.environment geolog process rockbox risk oxygen multimedia geolog evolut flow network macro comput scienc physical-science-and-engin environmental-science-and-sustain

requir specif goal and conflict analysisadvancedin requir goal develop and languag analysi we move from the spoken word to precis writing. a first step in thi is write goals. we will talk about goal use in requir engin and from thi write use case from what we learn. use case can be in diagram and written form. then- the villain enter- misus case and abus case are discuss in how we can deal with them in a requir environment. in gather requir you'll have mani question remaining. often thi lead to the need of more interview and group sessions. we'll go through how to handl group meet deal with inconsist and handl conflict between stakeholders.soft goal use case diagram requir engin abus case sed softwar negoti softwar requir use case misus case computer-sci software-develop

market design with easilbeginnereasil is a free user-friendli platform which allow you to creat inform and eye catch design to market your product event or services. known for their �drag-and-drop� featur easil give you the abil to truli custom each of your ad to meet your market needs. easil ha a librari of free templat avail to use which make creat ad and market campaign a breeze. with social media� heavi influenc and presenc in today� societi it is import to creat a strong social media presenc when advertis your company. thi will help to ensur target market engag and keep your custom up to date on your current sale project and events. in thi project we will use easil to creat social media post to help boost onlin presenc and increas custom interaction. in addit we will design a custom loyalti punch card which our custom can use to keep track of their purchas and rewards. thi project will teach you about some of the mani featur of easil while also give you the freedom to explor your own creativity. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.loyalti program market market design project video design present target market brand drop ship social media market busi leadership-and-manag

hands-on text mine and analyticsadvancedthi cours provid an uniqu opportun for you to learn key compon of text mine and analyt aid by the real world dataset and the text mine toolkit written in java. hands-on experi in core text mine techniqu includ text preprocess sentiment analysi and topic model help learner be train to be a compet data scientists. empow by bring lectur note togeth with lab session base on the y-textmin toolkit develop for the class learner will be abl to develop interest text mine applications.senti analysi preprocessor codebas document classif topic model algorithm text mine analyt pars part-of-speech tag data-sci data-analysi

statist mechan algorithm and computationsadvancedin thi cours you will learn a whole lot of modern physic classic and quantum from basic comput program that you will download gener or write from scratch discuss and then hand in. join in if you are curiou but not necessarili knowledg about algorithm and about the deep insight into scienc that you can obtain by the algorithm approach.comput physic tailor access oper rel chang and differ physic algorithm gener statist python program permut statist mechan simul physical-science-and-engin physics-and-astronomi

develop ai applic on azurebeginnerthi cours introduc the concept of artifici intellig and machin learning. we'll discuss machin learn type and task and machin learn algorithms. you'll explor python as a popular program languag for machin learn solut includ use some scientif ecosystem packag which will help you implement machin learning. next thi cours introduc the machin learn tool avail in microsoft azure. we'll review standard approach to data analyt and you'll receiv specif guidanc on microsoft' team data scienc approach. as you go through the cours we'll introduc you to microsoft' pre-train and manag machin learn offer as rest api' in their suit of cognit services. we'll implement solut use the comput vision api and the facial recognit api and we'll do sentiment analysi by call the natur languag service. use the azur machin learn servic you'll creat and use an azur machin learn worksace.then you'll train your own model and you'll deploy and test your model in the cloud. throughout the cours you will perform hands-on exercis to practic your new ai skills. by the end of thi cours you will be abl to creat implement and deploy machin learn models.machin learn web servic workspac train comput program microsoft azur python program comput vision human learn applic program interfac data-sci machine-learn

hire and onboard employe with clickupbeginnerin thi project we will creat an employe hire and onboard process use clickup. clickup is a free cloud base program that help to improv both your product and your budget. clickup help both individu and group improv their work perform and product by consolid task document goal and commun into one all inclus platform. in thi project we will learn how to creat and organ a clickup workspac to best meet our hire and onboard needs. we will also learn how to creat templat to simplifi and streamlin work and how to better track and manag time spent on tasks. so whether you�r assign task schedul train or work applic through the applic track system clickup can help you manag it all!sap hr human resourc manag project manag document human resourc employ leadership and manag applic track system onboard job perform commun busi leadership-and-manag

african citi an introduct to urban planningadvancedthi cours teach the basic of urban plan in africa through technic environment social and econom dimensions. it focus on african citi only. although they exemplifi well citi in the global south and potenti all citi we will make the african context highli topical. the cours is provid by the urban and region commun at the swiss feder insitut of technolog in lausann epfl. more inform can be found here https//ceat.epfl.ch/urban plan plan averag euler' totient function citi plan measur organ manag resourc financ climat chang social-sci governance-and-societi

io project transreal gameadvancedstud will produc a network game that will leverag sensor on the phone to creat a uniqu game experience. the focu of the game will be to make it physic through real-world gestur motion and knowledg of other player real-world location. to do thi student will need to integr knowledg of graphic network sensor and user interfac design alongsid a skill set of tool usage. the final project will involv mileston with opportun to get ungrad peer review feedback from fellow learner so that they can iter and improv their game program. the final network game that the student produc would be someth they could showcas in job applic materi in an interview or offer in the itun store.sap netweav io develop swift program edg loop appl keynot kludg game physic prezi softwar unreal engin computer-sci mobile-and-web-develop

design your person weight loss planintermediatethi 5 week cours will guid learner through the essenti step in plan an individu weight loss program. there is no guarante of weight loss through complet the course; learner will have the framework and essenti compon for an evidence-bas weight loss program. thi cours is intend for healthi adult who do not have ani chronic diseas such as diabet high blood pressur heart diseas lung diseas or ani others. in addit thi cours doe not provid inform for peopl who have food allergi or intolerances. lose weight and keep it off requir plan and goal-setting. crash diet or fad diet are ineffect and can be dangerous. thi cours provid evidence-bas inform for plan a weight loss program that is safe and effect in produc a one to two pound loss per week. thi cours will help learner establish the follow 1. a realist goal weight with a specif plan for rate of weight loss and time frame for achiev goal weight. 2. a realist goal for the frequenc durat and intens of exercis that will enabl the learner to achiev and maintain the goal weight. 3. a specif set of strategi for groceri shop eat in restaur eat at social occas and deal with hunger and emot eating. 4. a plan for monitor food intak exercis and weight loss. 5. a plan for continu evalu of progress to goal and strategi for adjust goal for continu weight loss for the next 6 month or longer. 6. a thorough understand of the difficulti of maintain weight loss and a plan for maxim the chanc of keep off the weight lost.eat diet diet weight exercis diet nutrit nutrit person advertis plan weight loss personal-develop personal-develop

advanc writingintermediatecours 3 advanc write thi is the third cours in the academ english write specialization. by rais your level of academ write thi cours help prepar you for college-level work. after complet thi cours you will be abl to - plan and write a more sophist argument essay - identifi plagiar and explain how to prevent it - read and analyz sever articl to form your own opinion on a topic - make connect between sever articl - form thesi statement from your read - use sourc effect when write an essay pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.english languag academ write grammar document write quotat essay write creativ write english grammar sourc language-learn learning-english

dope sport organ and sciencesbeginnerth object of thi cours is to encourag a critic understand of doping. to achiev thi goal thi cours will reli on a multidisciplinari approach that allow you to see how differ disciplin get into a singl object in differ perspect and in often complementari ways. thi approach will also allow us to appreci the complex of a subject like doping. dope in sport is a complex practic whose definit and identif is the result of social and histor construct norms. thi cours offer to shed light on the process that led to the use and prohibit of dope substances. perform enhanc or physic transform are two aspect of dope which are seen as problemat yet even as we speak compani are make fortun sell bodi improv and other form of �human enhancement� to us. these appar contradict will be analys to show that beyond sanitari question dope rais mani social scientif and legal issues. in effort to control dope govern and sport author have put into place institut respons for defin what fall into the categori of dope but also what prevent repress and research method to put into effect. thi cours will also explor biolog control measur such as the biolog passport key legal dimens organis that produc perform as well as the sociolog dimens of doping. besid the professor of univers of lausann the best expert of dope are involv in thi cours expert from an anti-dop laboratori lad- lausanne-switzerland from the ca court of arbitr for sport from the uefa soccer and from the wada world anti-dop agency. teaser https//www.youtube.com/watch?v=20q3erg7ru main learn outcom at the end of the cours the particip will be abl to 1.\tidentifi the �cultural� dimens of dope that is as a histor practic link to the transform of social norm 2.\tgo from a binari way of think - for or against dope - to an understand of the complex of thi phenomenon which is biolog psycholog and sociolog all at the same time 3.\trecogn the institut the actor and the practic of the fight against dope 4.\texplain how the social and organis context influenc individu decis and how thi influenc can be reduc by effect prevent measur 5.\tidentifi how the fight against dope is led and how test is carri out.soci norm approach arbitr grasp sport law sport psycholog nutrit cheat cycl analysi social-sci governance-and-societi

introduct to pythonbeginnerlearn python give the programm a wide varieti of career path to choos from. python is an open-sourc free program languag that is use in web program data scienc artifici intellig and mani scientif applications. learn python allow the programm to focu on solv problem rather than focus on syntax. it rel size and simplifi syntax give it an edg over languag like java and c++ yet the abund of librari give it the power need to accomplish great things. in thi project you will creat a guess game applic that pit the comput against the user. you will creat variabl decis construct and loop in python to creat the game. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput program comput program python program game program c program c++ path variabl web design web syntax computer-sci software-develop

challeng of agribusi managementbeginnerth goal of thi cours is to understand the challeng and opportun of agribusi nowadays. from farm to retail from input provid to trader all the divers player of thi valu chain interact a complex busi environ in which natur polici technolog and manag strategi have to be consid to overcom futur challeng and seiz upcom opportunities. to understand such complex we will take itali as a larg open-air lab in which all major phenomena and busi dynam influenc agribusi worldwid coexist and clearli show their effects. histori heritag and tradit technolog and innov brilliant farmer and multin compani all in a constrain divers physic and busi landscap itali is the perfect sampl area for agribusiness. in our learn experi we will benefit from the knowledg and experi of differ bocconi univers professor and sever ceo and top execut who are re-shap agribusi concepts. cours syllabu week 1 heritag and excel in italian agricultur week 2 challeng of the global agro-system week 3 innov in agribusi week 4 develop new busi conceptsfood secur innov suppli chain direct sell agricultur market agricultur product climat chang agricultur global entri point busi entrepreneurship

cost and econom in price strategybeginnerhow much should you charg for your product and services? tradit busi have answer thi question base on the cost to produc or provid their good and services. thi cours show you the econom factor behind price base on cost and the pro and con of a cost-bas price approach. develop at the darden school of busi at the univers of virginia and led by top-rank darden faculti and boston consult group global price expert the cours provid the practic and research-bas model and method you need to set price that maxim your profits. by the end of thi cours you�ll be abl to --appli knowledg of basic econom to make better price decis --recogn opportun for price discrimination�sel the same product at differ price to differ buyers�and recommend strategi to maxim sale and profit --calcul three type of price elast to determin the impact of price on demand --analyz and appli differ price model -cost-plu price -margin cost-plu price -peak-load price -index-bas price --evalu the impact of channel intermediari and custom lifetim valu on pricingcost price strategi price analysi econom strategi price discrimin price optim demand price elast of demand busi market

econom growth and distribut justic part i -the role of the statebeginnerif you realli care about the big question in the economi and societi of the 21st centuri such as distribut justic - name inequ of incom or wealth and it correl with econom growth - thi cours is meant for you. the knowledg you will gain can truli chang your outlook on our world. "econom growth and distribut justic - the role of the state" is the first part of a two part cours and it includ the follow four lectur 1 what do we need a state for? 2 the relationship between effici and distribut justic 3 demonstr the implic of differ ethic theori 4 distribut justic measur and implic onc you'v complet the first part we strongli recommend that you regist for the second part entitl "econom growth and distribut justic - maxim social well-being" as well. take both part of the cours would enabl you to obtain a fuller and more comprehens knowledg about econom growth and distribut justice. the cours is found upon the element idea that the role of the state is to maxim the well-b - or simpli the happi - of it residents. in 9 fascin edifi lesson use onli simpl word and decod profession terminolog that sometim baffl the intellig layman the cours expound mani truth � both intuit and unintuitive. often use exampl from the us and europ it doe not howev focu on polici in ani particular region of the world and is directli applic to all countri around the globe. the cours touch upon the essenc of import concept like effici and equiti inequ and poverti gross domest product tax evas and tax planning; it present the work of nobel laureat jame mirrle and hi follow - promot a coher system that integr tax and govern expenditur to maxim social welfare; and illumin a rang of high-profil issu from their econom angl � climat chang the atmospher and ocean as public good and how smart pigovian taxat can be use to combat the rapidli increas threat to our planet; � technolog as the engin of econom growth; � tax the rich how can we mitig the grow inequ problem? should we impos a global tax on capital? the curriculum includ interview with major figur in the field of law and of econom harvard' elhanan helpman dan shaviro from nyu and richard epstein from the univers of chicago and nyu. after success complet thi cours you can expect to be abl to � better understand econom issu present in the media � form an inform opinion on the strength and weak of present social econom polici � defin and measur inequ and poverti � defin the connect between inequ incom wealth and econom growth � explain the foundat of econom growth � design a tax and transfer system to maxim the happi of individu all these will allow you to better understand the polici be develop around you and to play a larger more inform role in their develop as a conscienti citizen. in order to receiv academ credit for thi cours you must success pass the academ exam on campus. for inform on how to regist for the academ exam � https//tauonline.tau.ac.il/registr addit you can appli to certain degre use the grade you receiv on the courses. read more on thi here � https//go.tau.ac.il/b.a/mooc-accept teacher interest in teach thi cours in their class room are invit to explor our academ high school program here � https//tauonline.tau.ac.il/online-highschool pleas note that there is a second part to thi cours which is a direct extens of thi part. we highli recommend to continu to the second part after you finish thi one https//www.coursera.org/learn/economic-growth-part-2/home/welcome.expect util hypothesi sociolog opinion tax econom least develop countri popul dynam law maxim psycholog justic social-sci law

encrypt and decrypt use c++beginnerin thi 2-hour long project-bas cours you will learn basic of cryptographi build basic encrypt application. we will learn basic of encrypt and decrypt techniqu and gain basic relat cryptographi knowledg and by the end of thi project you will be abl to creat an encrypt application. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project cryptographi project mine algorithm linux secur modul form-bas authent cipher perl softwar encrypt i-dea computer-sci software-develop

real-tim mission-crit system designadvancedthi cours can also be taken for academ credit as ecea 5317 part of cu boulder� master of scienc in electr engin degree. upon complet of thi cours the learner will know the differ between system you can bet your life on mission critic and those which provid predict respons and qualiti of servic reliable. thi will be achiev not onli by studi of design method and pattern for mission critic system but also through implement of soft real-tim system and comparison to hard real-time. method of verif to determin abil to meet mission critic as well as soft real-tim requir will be learn so that the learner can properli assess risk reliabl and impact of failur in real-tim systems. at the end of thi cours learner will be abl to appli an architectur style cyclic execut rto or embed linux to more detail design of a mission critic system a soft real-tim system or a mix hard and soft real-tim system includ ?\tthorough understand of hardware/softwar devic interfac and resourc view for hardwar abstract layer hal bsp ?\tdesign trade-off with differ real-tim hardwar architectur includ singl core multi-cor hybrid-fpga gp-gpu and dsp system with emphasi on multi-cor ?\tmission critic embed system architectur and key design element ?\tfault toler process memori and i/o conceptsfailur coprocessor program optim approxim error ham code flash file system hardwar interfac design high avail fagan inspect interfac physical-science-and-engin electrical-engin

android app compon - servic local ipc and content providersadvancedthi 4 week mooc build upon the core android app compon and concurr framework cover in cours 2 by focus on start and bound servic local inter-process commun ipc and content providers. case studi app will be examin from multipl perspect to learn how to program these app compon use android' materi design paradigm. student will work increment on a hands-on project involv a materi design-bas rss reader app. each week you will add addit capabl to the project base on materi cover in the lectur videos. you'll spend roughli 4 hour per week watch video lectur take quizz and program assign with java and android.sqlit concurr comput model view present servic life java program mobil develop inter-process commun android studio comput program android develop computer-sci mobile-and-web-develop

vr and 360 video productionbeginnerwelcom to the googl ar & vr virtual realiti and 360 video product course! our mission is to give you the skill you need to get start with your first vr project. thi cours will introduc you to virtual realiti and 360 video product guid you through a step-by-step process to creat vr content. to begin we recommend take a few minut to explor the cours site and review the material. best of luck as you get start - we hope you enjoy the cours and can't wait to see what you'll create!do while loop order pair augment realiti visual effect video product video edit 360-degre video stereo camera cinema 4d virtual realiti arts-and-human music-and-art

rpa lifecycl develop and testingadvancedto adopt rpa you begin with the discoveri and design phase and proceed onto the develop and test phase. rpa lifecycl � develop and test is the second cours of the special on implement rpa with cognit solut and analytics. in thi cours you will learn how to develop and test bots. for thi you will use autom anywher enterpris client or aae client to record modifi and run tasks. aae client is a desktop applic with an intuit interfac that enabl the creation of autom task with ease. it featur �smart� autom technolog that quickli autom complex task without the need for ani program efforts. the learn will be reinforc through concept descript build bot and guid practice.ev comput test anywher autom anywher euler' totient function order pair process web page web list of dn record type project computer-sci software-develop

method of surfac analysisintermediatether is a vast varieti of contemporari surfac analysi method that you can use for your research. if you are not sure which one is right for you or if you want to obtain the right inform about differ surfac analysi techniqu then thi cours is for you! thi cours describ the most wide use analysi method in contemporari surfac science. it present the strength and weak of each method so that you can choos the one that provid you with the inform you need. it also review what each method cannot give to you as well as how to interpret the result obtain from each method. thi cours is fill with exampl to help you becom familiar with the graph and figur obtain from common surfac analysi methods. each method is describ in a similar way basic principl apparatu scheme exampl result special featur and actual devic examples.electron microscop imag qualiti chemistri rel chang and differ microscop flow cytometri measur energi level physic beam robot physical-science-and-engin research-method

startup in open innovationadvancedthi cours wa creat in the partnership with stpetersburg electrotechn univers etu �leti�. thi cours is made for everyon who is interest in the develop of startup project in the realm of globalis crowdsourc and the emerg of "open-source" innovations. the cours can be chosen for beginn level or becom an addit materi to the innovation-rel higher educ curriculum. the cours can be success complet by the learner with the basic knowledg of innov theori and/or manag bachelor degre or higher. upon complet of thi cours learner will be well-vers in the basic econom model in the digit environ type of monetis use for open innov will be abl to creat a busi model of valu in the open-knowledg environment. the learner will studi the key problem of the digit environ main method for build an innov project as well as how to limit the access to the information. they will be abl to search for the government mean of support for open innov project privat invest resourc and assess the level of matur of the project.open space technolog open innov diffus of innov visual basic open-sourc robot servic innov innov visual commun open collabor open sourc busi business-strategi

python data structuresconversantthi cours will introduc the core data structur of the python program language. we will move past the basic of procedur program and explor how we can use the python built-in data structur such as list dictionari and tupl to perform increasingli complex data analysis. thi cours will cover chapter 6-10 of the textbook �python for everybody�. thi cours cover python 3.dict python program python syntax and semant problem solv data structur languag comput program semant data type syntax computer-sci software-develop

blockchain cryptoasset and decentr financebeginnertoday larg intermediari establish trust in our economi and control the movement storag and alloc of money and assets. the statu quo howev is rife with inefficiencies. in thi cours we�ll address the mani challeng of the statu quo and discuss how cryptoasset smart contract new ident system and new financi busi model can help overcom them. you�ll learn how blockchain technolog empow individu entrepreneur and busi with the tool they need to help level the play field and to particip in the valu they create. by the end of thi cours you�ll learn how and whi transact on the blockchain can help us bring about a futur that is faster fairer and more distribut than the world we inhabit today.blockchain financ autonom agent cryptocurr ident manag system secur token smart contract cryptographi secur biometr computer-sci computer-security-and-network

data process use pythonadvancedthi cours the english copi of "?python????" <https//www.coursera.org/learn/hipython/home/welcome> is mainli for non-comput majors. it start with the basic syntax of python to how to acquir data in python local and from network to how to present data then to how to conduct basic and advanc statist analysi and visual of data and final to how to design a simpl gui to present and process data advanc level by level. thi cours as a whole base on financ data and through the establish of popular case one after anoth enabl learner to more vividli feel the simplic eleg and robust of python. also it discuss the fast conveni and effici data process capac of python in human and social scienc field like literatur sociolog and journal and scienc and engin field like mathemat and biolog in addit to busi fields. similarli it may also be flexibl appli into other fields. the cours ha been updated. updat in the new version are 1 the whole cours ha move from python 2.x to python 3.x 2 ad manual webpag fetch and parsing. web api is also added. 3 improv the content order and enrich detail of some content especi for some practic projects. note video are in chines simplifi with english subtitles. all other materi are in english.comput program machin learn scipi java annot object-ori program sed python program pycharm data structur natur languag process computer-sci software-develop

intern law in action the arbitr of intern disputesadvanced�th arbitr of intern disputes� is the third cours of leiden university� seri on intern law in action. the first cours cover gener on the intern court and tribun in the hagu while the second cours provid an insider' perspect into the work of intern crimin court and tribunals. thi third cours explor the major aspect of intern arbitr as one of the most common method of intern disput settlement . through thi cours you will gain an in-depth understand of the variou facet of intern arbitr through the analysi of it role as a mechan of disput settlement it institut the field of law it is applic to and of cours it most famou awards. the main question we will answer togeth dure thi cours is "can intern arbitr contribut to the creation of a peac world through the settlement of disput between state and between state and non-stat actors?" in order to do so we will learn the basic histor concept or arbitr as well as everyth there is to know about the perman court of arbitr base in the hague. we will then dive into the role of intern arbitr in settl disput relat to the law of the sea with a particular insight into the landmark south china sea arbitration. for an entir modul we will focu on invest arbitr it principl and the procedur of the icsid the intern centr for settlement of invest disputes. we will conclud the cours with a modul on the interplay between state immun and enforc of arbitr awards. thi is brought to light through the yuko arbitr which is a perfect illustr of the topic. thi cours offer you an opportun to gain a better insight into intern arbitr it role and the current issu relat to it. you will gain in-depth knowledg of the principl and rule of arbitration. you will explor the topic through concret exampl and the most promin arbitrations. you will also grasp the notion of intern arbitr navig between law and politics. intern arbitr and the hagu go hand in hand sever key arbitr institut are locat in the hagu and import disput were settl here through arbitration. the hagu is so to speak �the place to be for intern arbitration� especi when we are deal with arbitr between state or arbitr of invest disput between foreign investor and states. join us for the cours and becom an expert on intern arbitration! thi cours is free to join and to particip in. there is the possibl to get a verifi certif for the cours which is a paid option. if you want a certif but are unabl to pay for it you can request financi aid via coursera.entri point law intern relat arbitr busi law entitl intern law sport law constraint algorithm law and manag social-sci law

appli text mine in pythonadvancedthi cours will introduc the learner to text mine and text manipul basics. the cours begin with an understand of how text is handl by python the structur of text both to the machin and to human and an overview of the nltk framework for manipul text. the second week focus on common manipul need includ regular express search for text clean text and prepar text for use by machin learn processes. the third week will appli basic natur languag process method to text and demonstr how text classif is accomplished. the final week will explor more advanc method for detect the topic in document and group them by similar topic modelling. thi cours should be taken after introduct to data scienc in python appli plot chart & data represent in python and appli machin learn in python.languag natur languag python program natur languag toolkit regular express comput program natur languag process model topic model text mine data-sci data-analysi

engag ell and their famili in the school and communityadvancedin thi cours you will learn how to better and more success engag your ell and their famili in the school and community. you will learn how to engag your ell student in the classroom set as well as in variou aspect of the school includ extracurricular activ and the inner work of the school and educ system. you will also be introduc to strategi for engag the famili of your ell student in the school commun and the wider commun of your citi and state. you will interact with a varieti of case studi that highlight teacher school and commun in differ citi throughout the unit state and the way in which they success engag ell and their families. from share their experi you will have the tool necessari to implement strategi and procedur for engag your ell and their families. upon complet thi cours you will be abl to * defin the cultur of ell in k-12 classroom across the u.s. * recogn cultur impact on learn and formal educ * assess your school� engag of ell and their famili * incorpor cultur sensit techniqu to engag ell in the classroom and school * implement strategi for engag ells� famili in the school and larger commun * design a plan for engag of ell and their famili in your school * creat a checklist for school and commun resourc for engag ell and their familiespar educ cultur sport parent famili resourc cultur impact rel chang and differ commun social-sci educ

serv scikit-learn model for deploy with bentomlintermediatethi is a hands-on project on serv your scikit-learn model for deploy with bentoml. by the time you complet thi project you will be abl to build logist regress model for text classif serv scikit-learn model with bentoml' rest api model server and container model server with docker for product deployments. prerequisit in order to success complet thi project you should be compet in the python program languag be familiar with basic machin learn concept and have built predict model with scikit-learn. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project mine logist regress model statist classif scikit-learn regress suppli chain document classif regress analysi project data-sci machine-learn

make sens of the new new literaci lesson for digit citizensintermediatenev befor ha the need for new literaci been more urgent. as news consum are bombard with a constant stream of fake news propaganda hoax rumor satir and advertis � that often masquerad as credibl journal � it is becom more and more difficult to distinguish fact from fiction. while the public� faith in the news media erod purveyor of misinform have help give rise to troubl cultur trend and alarm polit movements. thi six-week cours will help learner develop their critic think skill to enabl them to better identifi reliabl inform in news report and to becom better inform about the world in which we live. the cours will discuss the key element of journal from the viewpoint of the news audience. the languag of instruct is english but chines and spanish subtitl will be available. each week will tackl a challeng uniqu to the digit era week 1 the power of inform is now in the hand of consumers. week 2 what make journal differ from other type of information? week 3 where can we find trustworthi information? week 4 how to tell what� fair and what� biased. week 5 how to appli news literaci concept in real life. week 6 meet the challeng of digit citizenship.faith power polit network news transfer protocol gratitud valu of inform thought news media literaci averag journal social-sci educ

patent in biotechnologyadvancedfar too often research are misinform about the role and the possibl aris around patent and intellectu properti right ipr. in thi cours we will teach you what ipr are - with a special focu on patents. also thi cours will look at the import of patent in the world of biotechnolog - and what you actual can patent. should your research be protected? can your research even be protected? there are a lot of misunderstand about patent so first step is to know what patent realli are and how they work. then we will introduc how and when to appli for them. also how to find exist patent is a crucial and necessari element to be abl to assess whether your research should be protect or not. the cours will be divid in 7 session and at the end of the cours you should be abl to - describ the differ type of ipr - explain the condit of patent for an invent - describ the variou stage involv in a patent applic - search and retriev patent inform from databas - read and understand a patent - write claim relat to biotechnolog - understand and explain the concept of freedom to oper cours materi you will need the follow book as a read materi for the cours �patent in biotechnolog a laboratori manual� by peter ulvskov which will be avail from http//polyteknisk.dk/home/detaljer/9788750211068 also you will need to get access from your home institut to these databas - derwent innov index via web of scienc - scifind nb thi cours is relat to a 5 ect point cours that is a mandatori requir for access to the biobusi and innov platform bbip program at the copenhagen busi school. note thi coursera cours will not be suffici for attend the bbip program but success complet of thi cours with a cours certif will be a plu for appli to the bbip. to obtain the 5 ect point you will have to enrol as a dtu student particip on a hands-on workshop on patent databas and pass an exam in presenc of an extern censor. for more inform pleas email me at fdemasi@cbs.dtu.dk link for bbip http//www.cbs.dk/viden-samfundet/strategiske-indsatsomrader/biobusiness-and-innovation-platform-bbipst model semant law enzym biotechnolog fto patent law stem cell intellectu properti prodrug antibodi life-sci basic-sci

evalu design with usersbeginnerwhen design system that work for user there is no substitut for watch them tri to use the system to see what work and what doesn�t. in thi ux cours you will learn how to design and conduct test with user that will tell you how effect your design is for help user do what they need to do and how they feel about use your system. thi cours is part of the user experi ux research and design special offer on coursera. what you'll learn identifi differ approach to user test and their appropri use understand how to design an effect user test understand how to run an effect user test to get the most inform possibl out of each encount analyz and report on user testinghuman comput interact rel chang and differ user experi design user experi user research plan interact design measur usabl test evalu computer-sci design-and-product

capston project � analyz a real transactionadvancedth capston project is the final part of the �understand modern finance� specialization. the learner will be abl to appli all the knowledg skill and understand accumul throughout the special to studi a real financi transact that they will choose. the learner will gain insight into the realiti of valu creation. in a set of video instruct for the project some exampl of similar work perform by the instructors� student over the last 15 year will be provid as guidelin for the learners. the best way to proceed with the project is to analyz an m&a transact as it encompass most topic studi in the specialization. in addit such transact draw a lot of public attent that facilit the search of the necessari information. howev learner are welcom to choos a transact of a differ kind. the key idea in ani real transact on capit market is to creat valu for the stakeholders. to thi end learner will have to identifi the motiv and the implement plan for the transact and then to focu on valuat proper financ and actual deal complet and results.facilit util home secur financ data govern document financi market plan potenti analysi strategi busi financ

creat chart and dashboard use googl sheetsbeginnerin thi 2-hour long project-bas cours you will learn how to creat effect chart and a dynam dashboard to visual data sets. you will be abl to work with vlookup pivot tabl and basic formula and be abl to creat dynam chart sparklin and a robust dynam dashboard to present the data. by the end of the project you will be abl to - understand the terminolog of spreadsheet - work with basic formula in googl sheet - creat 8 basic chart for visual data - gener dynam chart from a dropdown list - gener sparklin to repres data - build a dashboard and introduc basic and advanc chart - use slicer to filter data and creat a robust and dynam dashboard note if you don't have a googl account you will need to creat one to be abl to complet the content.digit market pivot tabl busi analyt euler' totient function data visual chart project present microsoft excel feed uri scheme busi business-essenti

use command and creat a remot git repositorybeginnera key to maintain a project under version control is to store it as a remot repositori on a server that is back up over time. keep a project on a remot repositori not onli provid a back-up of the project; it also allow other to collabor on the project. in the case of git there are sever remot repositori option out there. github and bitbucket are two of the more popular choic each with a free option and a subscript option. in thi cours you will creat a remot git repositori use an exist git project contain directori and files. you will use git command such as push pull fetch branch and merg to make chang to your local git repositori and add them to the remot repository. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.html php python program credenti c dynam memori alloc github merger & acquisit order pair softwar engin version control computer-sci software-develop

advanc model for discret optimizationadvancedoptim is a common form of decis make and is ubiquit in our society. it applic rang from solv sudoku puzzl to arrang seat in a wed banquet. the same technolog can schedul plane and their crew coordin the product of steel and organ the transport of iron ore from the mine to the ports. good decis in manpow and materi resourc manag also allow corpor to improv profit by million of dollars. similar problem also underpin much of our daili live and are part of determin daili deliveri rout for packag make school timet and deliv power to our homes. despit their fundament import all of these problem are a nightmar to solv use tradit undergradu comput scienc methods. thi cours is intend for student who have complet basic model for discret optimization. in thi cours you will learn much more about solv challeng discret optim problem by state the problem in a state-of-the-art high level model languag and let librari constraint solv softwar do the rest. thi cours will focu on debug and improv model encapsul part of model in predic and tackl advanc schedul and pack problems. as you master thi advanc technolog you will be abl to tackl problem that were inconceiv to solv previously. watch the cours promot video here https//www.youtube.com/watch?v=hc3cbvtrem0&t=8sconstraint program mathemat optim kripk semant semant job shop schedul symmetry-break constraint enabl geometri discret optim data structur align computer-sci software-develop

command line in linuxbeginnerlinux is a popular oper system that is base on the unix oper system. it ha mani distribut which have differ interfac for instal softwar differ user interfac and so on. one thing all of the �distros� have in common is that they all have a command line interfac or terminal. in fact sometim there is no user interfac except the termin itself. a linux server run a web applic on aw for exampl may onli contain the softwar requir to run the applic and no gui �window� system at all. it is crucial to learn the linux command line if you are go to be a product linux user and/or administ a linux server. in thi cours you will use linux command to navig linux directori search for file search for pattern creat file and directori and remov file and directories. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.unix oper system comput network embed linux window system command-lin interfac interfac java annot command.com linux consol information-technolog support-and-oper

principl of secur codingintermediatethi cours introduc you to the principl of secur programming. it begin by discuss the philosophi and principl of secur program and then present robust program and the relationship between it and secur programming. we'll go through a detail exampl of write robust code and we'll see mani common program problem and show their connect to write robust secur program in general. we�ll examin eight design principl that govern secur code and how to appli them to your own work. we�ll discuss how poor design choic drive implement in coding. we�ll differenti between inform formal and ad hoc code methods. throughout method for improv the secur and robust of your program will be emphas and you will have an opportun to practic these concept through variou lab activities. a knowledg of the c program languag is help but not requir to particip in the lab exercises.c program c++ formal method bug bounti program principl spring framework a/ros defens program penetr test comput program computer-sci computer-security-and-network

introduct to public health engin in humanitarian contextsbeginnerth world is face unpreced humanitarian needs. today� humanitarian crisi tend to be greater in number often in urban set longer in durat and broader in region impact. they gener human suffer on a greater scale disrupt essenti servic such as water suppli or sanit and put health of larg popul at risk. engin and technic specialist in water sanit energi environ and in other relat field play a vital role to respond to these challeng and grow needs. in the humanitarian sector they are call the public health engin and today they are increasingli needed! whi public health engin matter so much in humanitarian crises? and how it relat activ are carri out in such complex environment? thi is what thi mooc is all about! the epfl eawag-sandec and icrc have decid to partner to guid you through thi introduct to the fascin field of public health engin in humanitarian contexts.wastewat engin water suppli suppli chain public health leadership and manag water engin sanit medic wast humanitarian safeti physical-science-and-engin environmental-science-and-sustain

the develop of mobil health monitor systemsadvancedthi join cours creat by spsu and etu includ 5 modul dedic to differ stage of the system development. it modul repres sever wide separ field of biomed engineering. we interconnect them by appli the knowledg from them all to a common task � the develop of a prototyp of an mhealth ecg system with built-in data-driven signal process and analysis. work on thi task throughout the cours you will acquir a knowledg on how these branch of scienc includ electron mathemat data scienc and program are appli togeth in a real project. piec of hardwar and softwar as well as the data set that we util in thi cours are the same compon that we use in our work develop prototyp of devic and algorithm for our task in scienc and engineering. the cours is a joint work of saint petersburg state univers and saint petersburg electrotechn univers etu "leti". note that the goal of the cours is not to provid you with fundament knowledg on ani of the topic highlight in the modul but to give you some use skill on implement them in practic task use matlab environ the cours requir a licenc copi of matlab.biomed engin serial port remot patient monitor com file interfac labview algorithm rs-232 arduino spectral densiti estim computer-sci design-and-product

3d print softwareadvancedthi cours will demonstr how to use 3d print softwar to creat digit design that can be turn into physic objects. it will also demonstr how 3d scanner work to turn physic object into digit designs. thi cours is hands-on in natur and will provid step-by-step instruct to guid you through two popular 3d model program tinkercad and fusion 360. learner who complet thi cours will be abl to use 3d softwar to design a wide varieti of object for both person and profession use. in addit learner who enrol in the cours certif will receiv extend free access to fusion 360 provid by autodesk. pleas copy/past the follow link to your browser' search bar to view the requir for each of the follow softwar element use in thi cours sketchbook https//support.sketchbook.com/hc/en-us/articles/209671938-sketchbook-desktop-system-requir tinkercad https//support.tinkercad.com/hc/en-us/articles/205849108-what-are-tinkercad-s-browser-and-platform-requirements- autodesk fusion 360 https//knowledge.autodesk.com/support/fusion-360/troubleshooting/caas/sfdcarticles/sfdcarticles/system-requirements-for-autodesk-fusion-360.html sketchfab https//help.sketchfab.com/hc/en-us/articles/203059088-compat 123d catch same as tinkercadsoftwar 3d print interfac 3d model mechan engin chemic engin scan industri design user interfac 3d scanner busi entrepreneurship

build web applic in djangoconversantin thi cours you will learn how django commun with a databas through model objects. you will explor object-rel map orm for databas access and how django model implement thi pattern. we will review the object-ori oo pattern in python. you will learn basic structur queri languag sql and databas model includ one-to-mani and many-to-mani relationship and how they work in both the sql and django models. you will learn how to use the django consol and script to work with your applic object interactively.python program web rubi program languag flask cross-sit request forgeri web develop html javascript php django web framework computer-sci mobile-and-web-develop

build custom region report with googl analyticsbeginnerin thi 2 hour project you will learn how to build custom region report with googl analytics. you will familiar with googl analyt and it usag creat a market custom region dashboard with tabl and graph widget custom a standard geo report and schedul the report you have design to be sent monthli via email to a distribut region market team.leadership and manag data analysi market artifici neural network leadership schedul write googl analyt market analysi analyt busi market

develop a googl sre cultureadvancedin mani it organ incent are not align between develop who strive for agil and oper who focu on stability. site reliabl engin or sre is how googl align incent between develop and oper and doe mission-crit product support. adopt of sre cultur and technic practic can help improv collabor between the busi and it. thi cours introduc key practic of googl sre and the import role it and busi leader play in the success of sre organiz adoption. primari audienc it leader and busi leader who are interest in embrac sre philosophy. role includ but are not limit to cto it director/manag engin vp/director/manager. secondari audienc other product and it role such as oper manag or engin softwar engin servic manag or product manag may also find thi content use as an introduct to sre.sit reliabl engin data-inform decision-mak receiv chang manag cultur continu integr kubernet continu deliveri design think devop busi leadership-and-manag

conflict resolut skillsadvancedresolv conflict in a posit manner is a skill that can be develop and practiced. be heard can be one of the most import goal of someon engag in conflict. know how to listen and deploy appropri commun tactic is determin of whether a conflict will have a posit or neg resolution. examin listen skill appropri and strateg verbal and non-verb commun skill and how to assembl a conflict manag plan like to yield posit resolutions. upon complet thi cours you will be abl to 1. use activ listen skill when deal with conflict 2. choos appropri commun tactic when deal with conflict 3. creat a usabl plan for manag conflictinterperson relationship conflict resolut listen leadership and manag educ psycholog sociolog activ listen commun employe relat collabor busi business-essenti

build a data scienc teamintermediatedata scienc is a team sport. as a data scienc execut it is your job to recruit organ and manag the team to success. in thi one-week cours we will cover how you can find the right peopl to fill out your data scienc team how to organ them to give them the best chanc to feel empow and success and how to manag your team as it grows. thi is a focus cours design to rapidli get you up to speed on the process of build and manag a data scienc team. our goal wa to make thi as conveni as possibl for you without sacrif ani essenti content. we'v left the technic inform asid so that you can focu on manag your team and move it forward. after complet thi cours you will know. 1. the differ role in the data scienc team includ data scientist and data engin 2. how the data scienc team relat to other team in an organ 3. what are the expect qualif of differ data scienc team member 4. relev question for interview data scientist 5. how to manag the onboard process for the team 6. how to guid data scienc team to success 7. how to encourag and empow data scienc team commit 1 week of studi 4-6 hour cours cover imag by jaredzammit. creativ common by-sa. https//flic.kr/p/5vuwzzdata analysi team manag team build machin learn data scienc busi intellig commun leadership leadership and manag data manag data-sci data-analysi

s�ren kierkegaard - subject ironi and the crisi of modernityintermediateit is often claim that relativ subjectiv and nihil are typic modern philosoph problem that emerg with the breakdown of tradit valu custom and way of life. the result is the absenc of mean the laps of religi faith and feel of alien that is so widespread in modernity. the danish thinker s�ren kierkegaard 1813-55 gave one of the most penetr analys of thi complex phenomenon of modernity. but somewhat surprisingli he seek insight into it not in ani modern thinker but rather in an ancient one the greek philosoph socrates. in thi cours creat by former associ professor at the s�ren kierkegaard research centr jon stewart we will explor how kierkegaard deal with the problem associ with relativ the lack of mean and the undermin of religi faith that are typic of modern life. hi penetr analys are still highli relev today and have been seen as insight for the lead figur of existenti post-structur and post-modernism.literari theori philosophi histori faith dialogu ironi thought poetri write aporia subjectiv arts-and-human philosophi

design think and global startupbeginnerthi cours offer a systemat engin design methodolog stanford design think for prepar global startup. the cours empath the whole stanford design think process "empathy-define-ideation-prototype-test " for build a startup with a busi model that ha a �custom truli need� component. thi cours focus on lean �prototyp and test� stage in stanford design thinking. for thi the cours introduc a novel manufactur methodolog by use 4th industri revolut technolog such as faa factori as a servic with ai bigdata and 3d printing. as a final achiev of thi cours student will make their critic tool such as one-lin lean-canva and global ir investor relat pitch deck for the first step of a global innov startup founder. although the lectur are design to be self-contain we recommend but do not requir that student refer to the book e. rie the lean startup crown new york 2011/t. hopkin sell for dummi wiley indianapoli 2011 and the mechan design process d.g. ullman 4th ed. mcgraw-hil 2010 which can be help for thi course.investor relat industri design big data process manag design think manufactur process manag 3d print leadership and manag mechan engin document busi business-strategi

design and analyz secur network systemsadvancedin thi mooc we will learn the basic cyber secur concept how to identifi vulnerabilities/threat in a network system. we will appli cia basic secur servic in the triag of recent cyberattack incid such as opm data breach. we will learn the risk manag framework for analyz the risk in a network system and appli the basic secur design principl to protect the data and secur comput systems. we will examin the trustworthi of program and data instal in our system and show the proper way to verifi their integr and authenticity. we will appli principl of least privileg for control the share access given to differ group of user and system processes. on amazon cloud instanc we will use gnupg softwar to gener public/priv key pair for signing/verifi document and open sourc softwar and for encrypt documents. we will learn how to publish softwar the relat signatur and releas key on web server and publish public key to pgp key server for other to retrieve. we will learn public key infrastructur pki and linux util to serv as a ca for an organ learn how to sign certif request for client or server in secur email and web applications.cyb resili digit signatur risk manag framework secur network secur public-key cryptographi web web server principl of least privileg data breach computer-sci computer-security-and-network

mechan motion forc energi and graviti from particl to planetsintermediatemost of the phenomena in the world around you are at the fundament level base on physic and much of physic is base on mechanics. mechan begin by quantifi motion and then explain it in term of forc energi and momentum. thi allow us to analys the oper of mani familiar phenomena around us but also the mechan of planet star and galaxies. thi on-demand cours is recommend for senior high school and begin univers student and anyon with a curios about basic physics. the survey tell us that it' often use by scienc teacher too. the cours use rich multimedia tutori to present the materi film clip of key experi anim and work exampl problem all with a friendli narrator. you'll do a rang of interest practic problem and in an option compon you will use your ingenu to complet at-hom experi use simpl everyday materials. you will need some high-school mathemat arithmet a littl algebra quadrat equat and the sine cosin and tangent function from trigonometry. the cours doe not use calculus. howev we do provid a studi aid introduc the calculu that would accompani thi cours if it were taught in a university. by studi mechan in thi cours you will understand with greater depth mani of the wonder around you in everyday life in technolog and in the univers at large. meanwhil we think you'll have some fun too.norm geometri mechan engin classic mechan quantum mechan physic rel chang and differ astronomi order pair energi theori of rel physical-science-and-engin physics-and-astronomi

predict analyt and data miningadvancedthi cours introduc student to the scienc of busi analyt while cast a keen eye toward the art use of number found in the digit space. the goal is to provid busi and manag with the foundat need to appli data analyt to real-world challeng they confront daili in their profession lives. student will learn to identifi the ideal analyt tool for their specif needs; understand valid and reliabl way to collect analyz and visual data; and util data in decis make for their agenc organ or clients.unsupervis learn accuraci and precis k-mean cluster decis tree small data bayesian infer statist classif cluster analysi recommend system data cluster algorithm busi leadership-and-manag

anatomi of the chest abdomen and pelvisbeginnerwarn these video contain imag of human dissection. may be disturb to some. human structur is import to all of us as it ha been for millennia. artist teacher health care provid scientist and most children tri to understand the human form from stick figur draw to electron microscopy. learn the form of peopl is of great interest to us � physician nurs physician assist emerg medic servic personnel and mani mani others. learn anatomi classic involv dissect of the deceas whether directli in the laboratori or from text draw photograph or videos. there are mani wonder resourc for the studi of anatomy. develop an understand of the human form requir signific work and a wide rang of resources. in thi cours we have attempt to present succinct video of human anatomy. some will find these imag to be disturb and these imag carri a need to respect the individu who decid to donat their remain to benefit our teach and learning. all of the dissect depict in the follow video are from individu who gave their remain to be use in the advanc of medic educ and research after death to the yale school of medicine. the sequenc of video is divid into classic anatom sections. each video ha a set of learn object and a brief quiz at the end. follow each section there is anoth quiz cover the entir section in order for you to test your knowledge. we hope these video will help you better understand the human form make time that you may have in the laboratori more worthwhil if you have that opportun and help you develop an appreci of the wonder intricaci of people. anatomi of the chest abdomen and pelvi wa produc in part due to the gener fund of the david f. swensen fund for innov in teaching. thi work wa support in part by the kaplow famili fund yale school of medicine.x000c cours curriculum anatomi of the thorax heart abdomen and pelvi recommend text\t gray� anatomi for student richard l drake elsevier. onlin and print edit addit resourc atla of human anatomi frank h netter elsevier. onlin and print editions. we would like to thank all of those who have contribut to the creation of thi cours charl c duncan md produc & director professor of neurosurgeri pediatr and surgeri anatomi yale school of medicin william b stewart phd associ produc narrat anatomist chief section of human anatomi depart of surgeri yale school of medicin shanta e kapadia mbb anatomist lectur in anatomi section of human anatomi depart of surgeri yale school of medicin linda honan phd professor yale school of nurs harri r aslanian md associ professor depart of medicin gastroenterolog yale school of medicin jonathan puchalski md associ professor of intern medicin pulmonari yale school of medicin michael k. o�brien md phd assist clinic professor of surgeri yale school of medicin mahan mathur md assist professor of radiolog and bio-med imag yale school of medicin lei wang ml & kelli perri technic yale medic librari anna nasonova artist yale school of architectur rachel hill artist and technic yale colleg philip lapr technic section of anatomi depart of surgeri yale school of medicinemedicin urethra auscult dissect anatom terminolog radiolog surgeri anatomi abdomen physic examin life-sci basic-sci

databas design and diagram in diabeginnerin thi cours you will be introduc to the process of design a database. the old say about a pictur be worth a thousand word ring true in the databas design process. databas design document their design use diagrams. to document your basic design you will use a diagram tool call �dia�. you will review user requir to identifi the categori of data that will need to be includ in the databas and then fill out those categori with details. you will also determin how the categori are logic related. use dia you will document your logic databas design use a standard databas design diagram call an entiti relationship diagram. gener the erd is an import step in the databas design process. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.data retriev databas requir analysi relat databas tabl databas user requir document entiti relationship model databas design process databas manag system information-technolog data-manag

a complet reinforc learn system (capstone)intermediatein thi final cours you will put togeth your knowledg from cours 1 2 and 3 to implement a complet rl solut to a problem. thi capston will let you see how each component---problem formul algorithm select paramet select and represent design---fit togeth into a complet solut and how to make appropri choic when deploy rl in the real world. thi project will requir you to implement both the environ to stimul your problem and a control agent with neural network function approximation. in addit you will conduct a scientif studi of your learn system to develop your abil to assess the robust of rl agents. to use rl in the real world it is critic to a appropri formal the problem as an mdp b select appropri algorithm c identifi what choic in your implement will have larg impact on perform and d valid the expect behaviour of your algorithms. thi capston is valuabl for anyon who is plan on use rl to solv real problems. to be success in thi cours you will need to have complet cours 1 2 and 3 of thi special or the equivalent. by the end of thi cours you will be abl to complet an rl solut to a problem start from problem formul appropri algorithm select and implement and empir studi into the effect of the solution.q-learn human learn function approxim reinforc learn approxim algorithm reinforc curv fit c process control machin learn data-sci machine-learn

privat equiti and ventur capitalbeginnerth cours deal with the analysi of the privat equiti and ventur capit business. over the cours student will be provid with a deep understand of the mechan underpin the creation and/or develop of a firm and the financi support it can get from the financi system through ventur capit investment. the cours tri to discov how special financi intermediari call privat equiti investor financ through equiti compani belong to differ stage of their life-cycl start from the veri begin startup and earli stage to a more matur phase i.e. expans matur age etc. or also stay into crise and decline. privat equiti name ventur capit when the compani is in the first phase of it life cycl deal with veri differ activ such as scout advisori deal-mak valuat and financ as financi intermediari see it. cours syllabu the cours is made up of four differ modul week 1 - introduct to privat equiti and ventur capit week 2 - discov privat equiti investor legal issu and taxat week 3 - manag of privat equiti and ventur capit fund week 4 - compani valuat and deal make in privat equiti set week 5 - final test throughout the cours guest speaker and practition will be interview to provid some exampl of concret applic of the content presented. recommend background an understand of the basic concept of corpor financ account principl is requir while prior knowledg of privat equiti and ventur capit is not requir howev it is recommend as thi is a cours design to introduc you to the fundament concept in privat equiti and ventur capital.priv equiti privat equiti fund fund invest financ ventur capit financ ventur capit stock valuat stock valuat financ busi financ

memoir and person essay manag your relationship with the readeradvancedth blank page can be the most daunt obstacl in writing. in thi cours aspir writer will assembl a �starter kit� for approach the blank page by develop construct way to think about the write process as a whole. while subsequ cours in thi seri will focu on the mechan of good write thi cours offer way to think about the writer� relationship to her materi and ultim develop a write style that is uniqu her own.rel chang and differ film essay write poetri write afford art and human creativ write storytel write fiction write arts-and-human music-and-art

fundament of immunolog t cell and signalingadvancedcours 2 of a three cours special call fundament of immunology. each cours in the special present materi that build on the previou course' material. thi is the second half of the journey through the defens your bodi use to keep you healthy. in the first part we learn about innat immun and b cell function. the second part cover t cell function and coordin of the immun response. fundament of immunolog t cell and signal build on the first cours to describ the function of complement mhc present to t cell t cell develop and signaling. the earli lectur survey cell tissu and organ use metaphor cartoon and model to improv understand and retention. thi cours includ the structur of both mhc protein and t cell receptor and the sourc of variation. the cours provid anim of gene rearrang development process and signal cascades. test employ multipl choic question test fact concept and applic of principles. question may refer to diagram draw and photograph use in lectur and reproduc in the outline. what you�ll learn how complement use adapt and innat trigger to target pathogens. the detail structur and code of mhc protein and both alpha-beta and gamma delta receptor and how these protein interact to initi an adapt immun response. the basic of signal and the varieti of extern receipt and intern activ pathways. we bine the process of put togeth how signal and crosstalk control the activ of the immun system.biochemistri biolog immun system cell signal genet autoimmun immunolog thymu protein structur gene life-sci basic-sci

game theori with pythonbeginnerin thi 2-hour long project-bas cours you will learn the game theoret concept of two player static and dynam game pure and mix strategi nash equilibria for static game illustr with uniqu and multipl solut exampl of axelrod tournament. you will be build two player nash game and analyz them use python packag nashpi and axelrod especi built for game theoret analyses. also you will gain the understand of comput mechan relat to the aforement concepts. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.math and logic mathemat model physic python program game design model of comput game theori logic strategi comput program math-and-log math-and-log

data scienc at scale - capston projectadvancedin the capston student will engag on a real world project requir them to appli skill from the entir data scienc pipelin prepar organ and transform data construct a model and evalu results. through a collabor with coursolv each capston project is associ with partner stakehold who have a vest interest in your result and are eager to deploy them in practice. these project will not be straightforward and the outcom is not prescrib -- you will need to toler ambigu and neg results! but we believ the experi will be reward and will better prepar you for data scienc project in practice.entropi inform theori inform engin r program commun gener statist problem solv featur engin data analysi python program analysi data-sci data-analysi

social media advertisingadvancedsoci media platform are driven by digit advertising. as a result social media advertis is afford and can be purchas at almost ani budget. target option in social media advertis are also sophisticated. it is possibl to tailor ad around a user� behavior e.g. like post and clicks. thi cours unpack small busi use case of facebook instagram and twitter advertising. from basic campaign to advanc techniqu includ lookalik model and audienc retarget thi cours show how to effect advertis on three major social media platforms.market media market social media entrepreneurship social media platform advertis campaign influenc market social media market digit advertis advertis busi market

photographi capston projectintermediateth capston project is your opportun to take advantag of the knowledg you have gain through our journey in learn about photographi to develop a meaning project of 10 well form photograph base in your passion for artist express or a subject for documentari explor insight portraitur imag for work-rel subject or some other aspect of photography. we are confid that it will be a project that you will be excit to share with fellow learner and with professor peter glendin and mark sullivan too! a uniqu featur of thi cours is the individu review and respons input you will receiv directli from peter or mark who will be view your pictur and make evalu of all project at the end of the capstone. you should plan on spend more time on thi cours per week than ani other in thi special and much of it will be in make photographs. dure the entir period of develop you and your fellow learner will be support each other as you work independ by share your work-in-progress from the initi project plan to the final portfolio. at each stage all learner will share comment and suggest with each other help each other to gaug progress and to learn about differ approach to photographi and content. by express your own idea and expect about qualiti in respons to the work of other you will be form your own criteria of excel as well. along the way there will be multipl opportun for share pictur and idea through care design peer review. thi share of photograph and comment with peer and reflect on their comment about your photo will be an excit learn experi that will help you grow in understand your own photographi and that of others. your contribut of comment to fellow learner will not onli help them understand their photograph better but it will give you an opportun to use the vocabulari of term that are relat to techniqu design principl and content approach that you have learn through your success in each of the previou modules. a uniqu aspect of thi special is that everyon who complet the requir will receiv in addit to their certif of special from michigan state univers access to substanti discount on equip accessori and membership benefit through industri partner from among the premier manufactur of photographi equip and relat item fractur gari fong gyst lensbabi lenspen lume cube light photo district new photovideoedu think tank cases/bags. in addit the 'top-10' peer-review capston project each year will be award the opportun for individu review with person respons by world renown photograph who have been honor with the titl of canson-infinity� paper ambassadors.p review film plan doubt digit photographi photographi real estat broker critic interact career arts-and-human music-and-art

the wonder and challeng of bibl educationadvancedbibl figur play a central role in understand the rich of the text and provid extraordinari educ opportun for engag student in meaning discours about it relev for their lives. thi cours will focu on examin and analyz biblic charact and give you access to differ pedagog techniqu of teach bibl in the classroom. we will learn about the challeng face the bibl teacher today as well as differ philosoph development social and psycholog approach to address those challenges. we will also learn differ approach to examin biblic stori includ exeget hermeneut histor literari and gender theory. we will examin and analyz the pedagog skill to implement these differ approach insid the classroom. we�ll also cover analysi of differ biblic charact and stori and hear from some expert in the field of bibl studi and bibl education. use thi knowledg you will gain skill to use insid the classroom and be abl to examin and analyz differ educ program that teach bibl in order to see which best suit your approach and educ setting. if you want to teach bibl thi cours is a help guid and overview to differ approach and techniqu for do so. learn outcom on success complet of thi modul student should be abl to 1. student will appreci challeng in teach classic jewish text to school student 2. student will acquir certain exeget and literari skill to analyz select biblic passages. 3. student will be expos to a rang of differ approach to present biblic characters. 4. student will examin a rang of relev development social and psycholog theori that impact the teach of the bible. 5. student will examin a rang of educ program that teach the bibl and will acquir tool to critic analyz these programs. 6. student will produc a cours project that will reflect their understand of the variou issu raised.gift blame smile causal skeptic law hope resourc belief faith social-sci educ

function method and interfac in gobeginnercontinu your explor of the go program languag as you learn about function method and interfaces. topic includ the implement of function function type object-orient in go method and class instantiation. as with the first cours in thi seri you�ll have an opportun to creat your own go applic so you can practic what you�r learning.funct type go program languag object-ori program go! program languag languag record comput scienc java annot interfac comput program euler' totient function computer-sci software-develop

search advertisingbeginnerconsum search for virtual everything. thi includ the thing that small busi do from restaur to bespok products. when consum search they get organ result along with paid results. paid search ad are systemat design to be relevant. as a result they�r often use at get consum where they want to go. consum don�t tune out paid search like other type of digit ads. search ad can be a small busi opportunity. while larger advertis pay massiv amount to place their ad via search we highlight smart way small busi can creat their own tailor search campaign on small budgets. thi cours show small busi how to creat and execut search campaign on googl ad search formal adwords. through an introductori overview student are guid through the offici googl ad search train materi where they will ultim earn an offici googl ad search certification. beyond googl materi practic campaign creation and optim best practic and exercis are provid by real experts.auct contextu advertis pay per click search algorithm rank digit advertis advertis copywrit market googl adword busi market

on strategi what manag can learn from philosophi - part 1advancedin the express �creativ thinking� the keyword is not creativity; the keyword is thinking. with the help of great philosoph you will rediscov the art of thinking. to help leader to be rigor even without figur great philosoph have lot of ideas. manag are invit to rediscov the art of thinking. they should understand the role of mental model realiz the import of cognit bia agre on clear definit and effici criteria etc. creativ demand the abil to unshackl ourselv from convent way of think to "think outsid the box". but we need to go a step further. onc outsid the box we need to construct a new box or box that is new intellectu framework or model to help us structur our thinking. onli onc we have done so can we gener truli game-chang ideas.percept demand philosophi leadership and manag creativ product manag thought process model strategi plan busi leadership-and-manag

introduct to big dataconversantinterest in increas your knowledg of the big data landscape? thi cours is for those new to data scienc and interest in understand whi the big data era ha come to be. it is for those who want to becom convers with the terminolog and the core concept behind big data problem applic and systems. it is for those who want to start think about how big data might be use in their busi or career. it provid an introduct to one of the most common framework hadoop that ha made big data analysi easier and more access -- increas the potenti for data to transform our world! at the end of thi cours you will be abl to * describ the big data landscap includ exampl of real world big data problem includ the three key sourc of big data peopl organ and sensors. * explain the v� of big data volum veloc varieti verac valenc and valu and whi each impact data collect monitor storag analysi and reporting. * get valu out of big data by use a 5-step process to structur your analysis. * identifi what are and what are not big data problem and be abl to recast big data problem as data scienc questions. * provid an explan of the architectur compon and program model use for scalabl big data analysis. * summar the featur and valu of core hadoop stack compon includ the yarn resourc and job manag system the hdf file system and the mapreduc program model. * instal and run a program use hadoop! thi cours is for those new to data science. no prior program experi is need although the abil to instal applic and util a virtual machin is necessari to complet the hands-on assignments. hardwar requir a quad core processor vt-x or amd-v support recommend 64-bit; b 8 gb ram; c 20 gb disk free. how to find your hardwar inform window open system by click the start button right-click comput and then click properties; mac open overview by click on the appl menu and click �about thi mac.� most comput with 8 gb ram purchas in the last 3 year will meet the minimum requirements.y will need a high speed internet connect becaus you will be download file up to 4 gb in size. softwar requir thi cours reli on sever open-sourc softwar tool includ apach hadoop. all requir softwar can be download and instal free of charge. softwar requir includ window 7+ mac os x 10.10+ ubuntu 14.04+ or cento 6+ virtualbox 5+.analysi mapreduc big data product apach hadoop big data analyt apach cloudera data analysi big data analyt data-sci data-analysi

lead peopl and team capstonebeginnerth capston project will consist of three option and you will complet one of them as part of the course. the first option is work with senior-level execut to help them solv their most press leadership challenges. two 2 senior-level execut from lead organ will provid detail descript of ongo leadership challeng that they are current face within their organizations. the challeng will be real and current. you will be ask to help the execut think through how best to approach and address their respect leadership challenges. specif you will be task with draft a memo to one of the execut outlin your recommend for how best to address the leadership challenge. to offer effect advic and counsel you will need to use cours concept and framework to a diagnos the fundament issu and then b develop a coher set of solut or recommendations. the memo will be evalu base on how effect you appli cours concept to diagnos the problem and how well you link your propos solut to the diagnosis. the best submiss will be sent to the execut for their review and each execut will offer feedback that will then be share with the entir class to advanc everyone� learning. the second option is to identifi your own leadership challeng e.g. at work at school in your local community. you should be directli involv in the challeng and the challeng must align with at least one topic from the specialization. you will develop a present where you use cours concept and framework to a diagnos the core leadership challeng and barrier to effect perform and then b develop a coher set of solut or recommend for your own leadership challenge. the third option ask you to interview an execut of your choosing. in thi interview you will ask question about the challeng face by that execut with respect to lead peopl and team as well as the practic use by the execut to address hi or her challenges. in your written submiss you will use cours concept to organ the major leadership challeng face by the execut highlight the strategi and practic use by the execut to address the core leadership challeng and then to evalu the effect of the executive� practic relat to lead peopl and teams. you can expect to receiv staff feedback on your assign 4 to 8 month after you submit your assignment.project manag present perform manag audit influenc leadership leadership and manag leadership develop human resourc human learn busi leadership-and-manag

corpor financ i measur and promot valu creationadvancedin thi cours you will learn how to use key financ principl to understand and measur busi success and to identifi and promot true valu creation. you will learn how to use account inform to form key financi ratio to measur a company� financi health and to manag a company' short-term and long-term liquid needs. you will also learn how to use valuat techniqu to make sound busi invest and acquisit decisions. final you will learn how to incorpor risk and uncertainti into invest decis and how to evalu the perform of exist investments. upon success complet of thi cours you will be abl to �\tunderstand how compani make invest decis that creat valu for sharehold �\tuse account statement to measur the financi health of a compani �\tforecast and manag a company� short- and long-term liquid need �\tmeasur the contribut of a new project or acquisit to sharehold valu �\tincorpor risk into invest decis use the appropri discount rate �\tevalu the perform of a compani or divis of a compani thi cours wa previous entitl financi evalu and strategi corpor finance. the cours receiv an averag rate of 4.7 out of 5 base on 177 review over the period of septemb 2015 through august 2016. a detail breakdown of rate and review receiv for the prior version of the cours which is ident in content to the current cours is provid in the cours orient page. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.invest decis leadership and manag financ financi plan risk corpor bond invest financi ratio merger & acquisit plan busi financ

tcp/ip and advanc topicsadvancedin thi cours we give an in-depth studi of the tcp/ip protocols. we examin the detail of how ip enabl commun across a collect of networks. we pay particular attent to the hierarch structur of ip address and explain their role in ensur scalabl of the internet. the role of address prefix and the use of mask are explain in details. we review in detail about tcp three-way handshak flow control and congest control. furthermor we provid an introduct to some advanc topic includ multicast sdn and securitymobil ip data transmiss internet protocol suit rout internet multicast dynam host configur protocol internet protocol tcp congest control comput network computer-sci computer-security-and-network

natur languag process with probabilist modelsbeginnerin cours 2 of the natur languag process special offer by deeplearning.ai you will a creat a simpl auto-correct algorithm use minimum edit distanc and dynam program b appli the viterbi algorithm for part-of-speech po tag which is import for comput linguist c write a better auto-complet algorithm use an n-gram languag model and d write your own word2vec model that use a neural network to comput word embed use a continu bag-of-word model. pleas make sure that you�r comfort program in python and have a basic knowledg of machin learn matrix multipl and condit probability. by the end of thi special you will have design nlp applic that perform question-answ and sentiment analysi creat tool to translat languag and summar text and even built a chatbot! thi special is design and taught by two expert in nlp machin learn and deep learning. youn bensouda mourri is an instructor of ai at stanford univers who also help build the deep learn specialization. ?ukasz kaiser is a staff research scientist at googl brain and the co-author of tensorflow the tensor2tensor and trax librari and the transform paper.natur languag part-of-speech tag languag word embed probabl word2vec model n-gram probabilist model natur languag process data-sci machine-learn

renew energi and green build entrepreneurshipintermediatewelcom to the cours where you learn to launch a new busi in the energi financ real estat design engin or environment sector while also help you creat posit environment and human health impact around the world. we will integr tool trend and tip from the field of entrepreneurship as a career path for make a differ and gener wealth in the renew energi and green build sectors. thi is not a cours about theory. instead we focu on real world applic step-by-step advic and case studies. after complet thi cours student will be abl to - defin key busi opportun challeng and potenti solut in the renew energi and green build sectors. - analyz a success busi in renew energi or green building. - identifi 2 to 3 problem you might solv with either renew energi or green build product or services. - plan for engag with investor who might financ a new business. - take real world first step toward launch a new busi or corpor initi by appli the 1-page busi idea summari templat and the busi model canva to gener and refin your own new busi ideas.energi financ sustain renew energi innov entrepreneuri financ entrepreneurship green build green energi model busi entrepreneurship

surveil system the build blocksbeginnerepidemiolog is often describ as the cornerston scienc and public health and public health surveil is a cornerston of epidemiology. thi cours will help you build your technic awar and skill for work with a varieti of surveil systems. along the way we'll focu on system object data report the core surveil attribut and perform assessment. thi cours is design for public health practition and anyon who want to learn more about the basic of public health surveillance. if you develop or implement surveil system or aspir to do so or use the data result from surveil then thi cours is for you. it' s also for peopl who are interest in understand more about thi fundament epidemiolog tool and public health practice.publ health surveil diseas surveil infecti diseas resourc epidemiolog public health health data evalu diseas system u life-sci public-health

anticip your next battl in busi and beyondadvancedin thi mooc you will learn how to better anticip the futur and reinvent yourself and your activ accordingly. by the end of the cours you�ll be abl to account for the broader context and the possibl converg of long-term trend and thu be abl to develop a long-term consist strategi and vision beyond mere day-to-day tactics. thank to thi approach and mindset you will becom more agil and more resili in a highli complex and uncertain landscape. in thi class you will not onli learn the academ and theoret aspect of strateg foresight uncertainti and planning. we will also discuss veri practic exampl rang from a discuss on choos the best outfit for a walk in the countrysid to build a vision and strategi for a corpor as a ceo. in practic assess you will appli thi broad approach to sampl exampl as well as to your person and profession challenges. so if you are an entrepreneur thi cours will help you identifi the new idea the new busi model and/or the new product that will help you remain relev in the future. if you are a manag or an execut by take thi cours you will be abl to test whether your current approach and alloc of resourc are appropri given tomorrow' possibl challenges. more gener all kind of decision-mak who look to think more strateg about their posit and seek to improv it will find thi cours use to think about the futur constructively.leadership anticip act up leadership and manag microeconom thought hotel scan strategi grasp busi business-strategi

get start with applic developmentbeginnerin thi cours applic develop learn how to design and develop cloud-n applic that seamlessli integr manag servic from the googl cloud platform. through a combin of present demo and hands-on lab particip learn how to appli best practic for applic develop and use the appropri gcp storag servic for object storag relat data cach and analytics. learner can choos to complet lab in their favorit languag node.j java or python. prerequisit and prework � complet googl cloud platform fundament or have equival experi � work knowledg of node.j java or python � basic profici with command-lin tool and linux oper system environmentsgoogl cloud platform cloud platform cloud storag bigqueri googl app engin googl storag web applic web cloud comput applic develop computer-sci software-develop

global arcticbeginnerth globalarct mooc introduc you the dynam between global chang and chang in the arctic. thi cours aim to highlight the effect of climat chang in the polar region. in turn it will underlin the impact of a warmer arctic on the planet earth. for human civil the arctic stand both as a laboratori and a warn for human kind. besid thi cours give cours follow an understand of the key challeng and pathway to sustain develop in the arctic region. thi cours is uniqu as it gather sever world� expert for the first time to speak about the arctic. their respect input from differ academ perspect and disciplin offer a relev and complet assess of the arctic region and it connect to the rest of the planet. at the end of the day the cours intend to offer in full scope the key to understand as the arctic play as a mirror of the human and geolog dynamics.clim chang global project oil vote interest geolog affair entri point biodivers system dynam social-sci governance-and-societi

sampl peopl network and recordsadvancedgood data collect is built on good samples. but the sampl can be chosen in mani ways. sampl can be haphazard or conveni select of person or record or network or other unit but one question the qualiti of such sampl especi what these select method mean for draw good conclus about a popul after data collect and analysi is done. sampl can be more care select base on a researcher� judgment but one then question whether that judgment can be bias by person factors. sampl can also be draw in statist rigor and care way use random select and control method to provid sound represent and cost control. it is these last kind of sampl that will be discuss in thi course. we will examin simpl random sampl that can be use for sampl person or record cluster sampl that can be use to sampl group of person or record or network stratif which can be appli to simpl random and cluster sampl systemat select and stratifi multistag samples. the cours conclud with a brief overview of how to estim and summar the uncertainti of random sampling.design effect cluster sampl varianc sampl statist sampl size determin bia of an estim nonprob sampl estim student residu random number tabl life-sci psycholog

mindwar critic think for the inform agebeginnermost profess these day requir more than gener intelligence. they requir in addit the abil to collect analyz and think about data. person life is enrich when these same skill are appli to problem in everyday life involv judgment and choice. thi cours present basic concept from statist probabl scientif methodolog cognit psycholog and cost-benefit theori and show how they can be appli to everyth from pick one product over anoth to critiqu media account of scientif research. concept are defin briefli and breezili and then appli to mani exampl drawn from busi the media and everyday life. what kind of thing will you learn? whi it� usual a mistak to interview peopl for a job. whi it� highli unlik that if your first meal in a new restaur is excel you will find the next meal to be as good. whi economist regularli walk out of movi and leav restaur food uneaten. whi get your pictur on the cover of sport illustr usual mean your next season is go to be a disappointment. whi you might not have a diseas even though you�v test posit for it. whi you�r never go to know how coffe affect you unless you conduct an experi in which you flip a coin to determin whether you will have coffe on a given day. whi it might be a mistak to use an offic in a build you own as oppos to have your offic in someon else� building. whi you should never keep a stock that� go down in hope that it will go back up and prevent you from lose ani of your initi investment. whi it is that a great deal of health inform present in the media is misinformation.gener statist critic think bia analysi cost statist infer cost benefit analysi cognit bia logic infer life-sci psycholog

precis medicineadvancedthi cours will provid you with the key knowledg and tool to understand the fundament and practic implic of precis medicin it opportun and challenges. it will address precision-medicin era diagnost treatment select genet counsel public health intervent and biomed research. it will also deal with data scienc and ethic issues. from genom analysi and genet counsel to cancer biomark from risk assess of chronic diseas to the understand of gene-environ interact from pharmacogenom to multi-om data integr expert will walk you through the mani aspect of precis medicin from the bench to the bedsid and to popul health. design for student with a bachelor-level train in life scienc thi cours will also be use for profession who are increasingli expect to deal with precis medicin includ primari care physician and other first-lin healthcar profession cancer and non-communic diseas specialist public health polici and decis maker as well as biomed research and drug developers. expert from the multipl domain of genet and genom oncolog pharmacolog data scienc ethic and biomed research will provid you with a comprehens multi-facet overview of precis medicin richli illustr with practic exampl and clinic case studi and pepper with form evaluations. whether you are interest or intrigu by topic such as �genethics� the analysi of exom sequenc precis diabet manag hereditari cancer the ongo revolut of genet technolog genome-exposom interact the pharmacogenet of opioid data deidentif blockchain-bas patient-cons document or proteom and biomark thi cours will explain the concept offer insight and present concret exampl thu provid you with an overal understand of the rapidli evolv field of precis medicine.genet counsel pharmacogenom physician drug develop genet oncolog diseas genom medicin precis medicin life-sci research

data scienc math skillsconversantdata scienc cours contain math�no avoid that! thi cours is design to teach learner the basic math you will need in order to be success in almost ani data scienc math cours and wa creat for learner who have basic math skill but may not have taken algebra or pre-calculus. data scienc math skill introduc the core math that data scienc is built upon with no extra complex introduc unfamiliar idea and math symbol one-at-a-time. learner who complet thi cours will master the vocabulari notat concept and algebra rule that all data scientist must know befor move on to more advanc material. topic includ ~set theori includ venn diagram ~properti of the real number line ~interv notat and algebra with inequ ~use for summat and sigma notat ~math on the cartesian x y plane slope and distanc formula ~graph and describ function and their invers on the x-i plane ~the concept of instantan rate of chang and tangent line to a curv ~expon logarithm and the natur log function. ~probabl theori includ bayes� theorem. while thi cours is intend as a gener introduct to the math skill need for data scienc it can be consid a prerequisit for learner interest in the cours "master data analysi in excel " which is part of the excel to mysql data scienc specialization. learner who master data scienc math skill will be fulli prepar for success with the more advanc math concept introduc in "master data analysi in excel." good luck and we hope you enjoy the course!gener statist probabl bayes' theorem euler' totient function probabl theori factori bayesian mathemat probabl distribut set theori math-and-log math-and-log

digit market capstoneadvancedth capston is the culmin project in the digit market specialization. the corpor partner for the special is w.w. graingerhttp//www.grainger.com/ . they are the largest supplier of mainten repair and oper mro products. million of busi and institut worldwid reli on grainger for pump motor hand tool janitori suppli fasten and much more. in 2017 they had sale of us dollar 10.4 billion and about 60% of order origin online. you will be work on a problem specifi by the digit market team at grainger to develop a channel strategi to increas sale of bosch power tool on grainger.com. you will have the opportun to combin the tool and techniqu obtain through all the cours in thi special and appli them to a real busi problem. the capston project will be 6 week long. you must take the capston project class after take all the other cours in thi specialization. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.strategi market digit market market plan problem statement verif and valid onlin advertis plan analyt market strategi busi market

understand plant - part ii fundament of plant biologyadvancedthi class is aim at peopl interest in understand the basic scienc of plant biology. in thi four lectur seri we'll first learn about the structure-funct of plant and of plant cells. then we'll tri to understand how plant grow and develop make such complex structur as flowers. onc we know how plant grow and develop we'll then delv into understand photosynthesi - how plant take carbon dioxid from the air and water from soil and turn thi into oxygen for us to breath and sugar for us to eat. in the last lectur we'll learn about the fascin import and controversi scienc behind genet engin in agriculture. if you haven't taken it alreadi you may also be interest in my other cours - what a plant know which examin how plant see smell hear and feel their environ https//www.coursera.org/learn/plantknows. in order to receiv academ credit for thi cours you must success pass the academ exam on campus. for inform on how to regist for the academ exam � https//tauonline.tau.ac.il/registr addit you can appli to certain degre use the grade you receiv on the courses. read more on thi here � https//go.tau.ac.il/b.a/mooc-accept teacher interest in teach thi cours in their class room are invit to explor our academ high school program here � https//tauonline.tau.ac.il/online-highschoolphysiolog genet genet engin photosynthesi cell biolog plant cell plant transgen plant plant biolog biolog life-sci basic-sci

linux tool for developersadvancedcours 3 is a continu of the previou cours and will focu on teach you how to work with tool you need to do your everyday work. the cours begin by introduc you to numer essenti command line tool that are use daily. then it focus on bash script - you will learn how to construct script and how to do veri complic task in an autom way. the cours look at file and filesystem and focus on compil program in linux use gcc and other compil and use librari of differ types. it also take a look at how java work in linux and explain whi there is no reason to worri about have easy-to-us java program in linux. cours 3 end by cover build packag out of softwar in linux.unix unix shell linux file system logic volum manag file system boot awk bash unix shell leadership and manag command-lin interfac computer-sci software-develop

women in leadership inspir posit changeconversantthi cours aim to inspir and empow women and men across the world to engag in purpos career develop and take on leadership for import causes---to lead chang with more convict and confidence---and improv our workplac and commun for all. by offer more complex understand of issu relat to profession women and work the cours will help you increas self-knowledg about your own valu and vision as well as enhanc your capabl as a leader manag and team contributor. we will examin the opportun challeng trade-off and organiz dynam experienc by women in work organ as well as reflect on and practic effect individu behaviors. the cours aim at answer question such as what are the valu attribut and behavior of women in the workplace? how doe the gender natur of organ impact women? what derail our career advanc and what propel us upward? what are your leadership goal and aspirations? how can you best integr your multipl famili and work life commitments? how do you defin career success? what can organ do to provid women with opportun to excel? what opportun could our global economi har by advanc women to leadership? how can the full talent of the workforc be tap into and developed? the cours is about leadership and inspir chang but at it core it is meant to inspir and empow women and men across the world to engag in purpos career develop and take on leadership for import caus to lead chang with more convict and confid and improv our workplac and commun for all. your involv in the cours activ is essenti to help you learn these concept and develop the necessari skill to implement them. if you watch the video and read the requir articl you will be introduc to some intrigu ideas. if you do the person reflect exercis and complet the final project you will convert those idea into relev experi to enhanc your life and work. go beyond your person relev your potenti learn will expand to understand and work with other more effect through either the discuss forum in the cours or through face-to-fac discuss some of you are take the cours in groups. each week we will post remind chang and other relev announcements.win-win game negoti leadership develop self-confid leadership confid social capit commun career develop build relationship busi leadership-and-manag

hadoop platform and applic frameworkconversantthi cours is for novic programm or busi peopl who would like to understand the core tool use to wrangl and analyz big data. with no prior experi you will have the opportun to walk through hands-on exampl with hadoop and spark framework two of the most common in the industry. you will be comfort explain the specif compon and basic process of the hadoop architectur softwar stack and execut environment. in the assign you will be guid in how data scientist appli the import concept and techniqu such as map-reduc that are use to solv fundament problem in big data. you'll feel empow to have convers about big data and the data analysi process.python program apach hadoop hive apach spark cloudera apach apach pig mapreduc big data comput program data-sci data-analysi

career 911 your futur job in medicin and healthcarebeginnerthi cours aim to help high school student recent graduat and those consid career transit explor health care career option and learn strategi for entri into the health care workforc and health relat fields. there are lot of amaz job opportun in medicin and healthcare! join us as we share the strategi and secret for get those jobs. thi cours will introduc you to healthcar profess help you map a path toward a health career and impart skill relev for ani career includ articul your person stori resum and cover letter write job search interview profession network and profession communications. in thi cours you will hear the person stori experi and journey of dozen of peopl who work in health relat careers. you will also have the opportun to connect with a support commun of student mentor and health care profession to explor your interest find resourc and discov excit new opportunities. the cours featur more than 50 differ guest and lectur includ northwestern univers faculti from feinberg school of medicine; the kellogg school of management; the medil school of journal media integr market communications; the school of profession studies; weinberg colleg of art and sciences; and the school of communication. the cours is also a resourc and tool through which educ parent career counselor and other can support students� career readi and profession advancement.med terminolog physician assist pharmaci technician medicin health care career occup therapi surgeri nurs midwiferi life-sci patient-car

busi applic of machin learn and artifici intellig in healthcareintermediateth futur of healthcar is becom depend on our abil to integr machin learn and artifici intellig into our organizations. but it is not enough to recogn the opportun of ai; we as leader in the healthcar industri have to first determin the best use for these applic ensur that we focu our invest on solv problem that impact the bottom line. throughout these four modul we will examin the use of decis support journey map predict analyt and embed machin learn and artifici intellig into the healthcar industry. by the end of thi cours you will be abl to 1. determin the factor involv in decis support that can improv busi perform across the provider/pay ecosystem. 2. identifi opportun for busi applic in healthcar by appli journey map and pain point analysi in a real world context. 3. identifi differ in method and techniqu in order to appropri appli to pain point use case studies. 4. critic assess the opportun to leverag decis support in adapt to trend in the industry.artifici intellig in healthcar predict model enabl use case predict analyt rel chang and differ decis support system analyt machin learn evalu busi business-strategi

journey to educ teach-outbeginnerwhat doe it mean to be educated? what are way we becom educ through differ stage of our lives? each individu take a uniqu journey to and through education. join us in explor these question and other as learn happen in more place than a classroom. a teach-out is an onlin public educ event that spark discuss and action around a topic of societ importance. thi teach-out contain no quizz and no certif of complet as it is not a course. you will be present with video discuss question resourc for further inquiri and a call-to-action. the purpos of thi teach-out event is to engag in a dialogu about educ by explor differ perspect listen to the voic of other and respect share your own experi and thoughts. emori would like to give a special thank to tara westov author of �educated.� emori select westover� memoir as the 2019-2020 common read. the common read program is an opportun for all incom first-year student and first year phd student to engag in meaning convers through a commun narrative. develop a teach-out on topic relat to westover� memoir open the convers beyond emory� campu commun and invit you to engag with one anoth no matter where you live.circl time learn how to learn gratitud it get better project resourc public speak activ mind bodi awar independ read youth particip social-sci educ

the product lifecycl a guid from start to finishbeginnerin thi 1 hour and 30 minut long project-bas cours you will learn how to understand the product develop stage you will learn to differenti and locat product in the introduct stage of the product life cycl as well as do the need financi analysi for product in differ product life cycl stage note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.product sale data analysi analysi microsoft excel product lifecycl product develop project product manag track strategi busi market

startup valuat methodsintermediatehow do differ type of investor think about an invest opportunity? what kind of secur and contract do they offer? how should a compani decid what is a "good deal"? thi cours is design to introduc you to the challeng and pitfal of financ new enterprises. you will learn the basic tool for valuat compani includ use discount cashflow analysi in excel and understand how to appli thi model to your entrepreneuri venture. you will then learn how valuat work with differ type of secur that investor use to financ startup from bank loan to ventur capit to angel investing.angel investor ventur capit valuat financ model financi model entrepreneurship cash flow busi plan financ ventur capit financ busi financ

innov & entrepreneurship - from design think to fundingadvancedthi innov and entrepreneurship cours focus on the interconnect between entrepreneuri think and innovation. specif we look at model use in silicon valley to grow both start-up compani as well as innov insid larg organizations. bring togeth top haa school of busi uc berkeley faculti thi cours address critic area for success growth includ design think open innov busi model product-market fit and financing. thi cours will teach you how to think like an entrepreneur and provid the model tool and framework to further develop your busi or idea. an emphasi will be place on the it space. in thi second part from design think to fund the follow area are includ design thinking; innov cycl process; busi modeling; and funding.learn style thought busi model canva digit market model innov design think entrepreneurship fund crowd busi entrepreneurship

tensorflow for cnn transfer learningbeginnerthi guid project cours is part of the "tensorflow for convolut neural networks" seri and thi seri present materi that build on the second cours of deeplearning.ai tensorflow develop profession certif which will help learner reinforc their skill and build more project with tensorflow. in thi 1.5-hour long project-bas cours you will learn how to appli transfer learn to fine-tun a pre-train model for your own imag class and you will train your model with tensorflow use real-world images. by the end of thi project you will have appli transfer learn on a pre-train model to train your own imag classif model with tensorflow. thi class is for learner who want to learn how to appli transfer learn to re-us pre-train model to creat a new model work with convolut neural network and use python for build convolut neural network with tensorflow and for learner who are current take a basic deep learn cours or have alreadi finish a deep learn cours and are search for a practic deep learn project with tensorflow project. also thi project provid learner with further knowledg about creat and train convolut neural network and improv their skill in tensorflow which help them in fulfil their career goal by ad thi project to their portfolios.project mine seri a round artifici neural network tensorflow materi statist classif train model project convolut neural network data-sci machine-learn

introduct to probabl and data with radvancedthi cours introduc you to sampl and explor data as well as basic probabl theori and bayes' rule. you will examin variou type of sampl method and discuss how such method can impact the scope of inference. a varieti of exploratori data analysi techniqu will be cover includ numer summari statist and basic data visualization. you will be guid through instal and use r and rstudio free statist softwar and will use thi softwar for lab exercis and a final project. the concept and techniqu in thi cours will serv as build block for the infer and model cours in the specialization.prob & statist data analysi gener statist rstudio analysi r program comput program exploratori data analysi probabl summari statist data-sci data-analysi

calcul descript statist in rbeginnerwelcom to thi 2-hour long project-bas cours calcul descript statist in r. in thi project you will learn how to perform extens descript statist on both quantit and qualit variabl in r. you will also learn how to calcul the frequenc and percentag of categor variabl and check the distribut of quantit variables. by extens you will learn how to perform univari and bivari statist for univari and bivari variabl in r. note you do not need to be a data scientist to be success in thi guid project just a familiar with basic statist and use r suffic for thi project. if you are not familiar with r and want to learn the basic start with my previou guid project titl �get start with r�.covari basic descript statist project categor variabl gener statist student residu averag univari stata project mine data-sci data-analysi

leadership through design innovationadvancedtoday� workplac call for a new style of leadership to embolden and acceler innovation. design offer a novel way to discov market opportun experi to valid concept and mitig risk and deliv valu to all stakeholders. thi cours offer hands-on experi appli human-cent design process to real-world challeng and requir you to explor the world around you. learn how to engag with end user effect frame problem identifi potenti solut and build prototyp to test assumpt and learn what work and doesn�t. then dive into a rang of way larg and small to bring design innov into your organization.design think project manag certif innov instruct design leadership develop collabor organiz develop leadership chang manag experi busi leadership-and-manag

plan audit and maintain enterpris systemsbeginnergood system manag not onli requir manag the system themselv but requir care plan to make system interact with each other audit of the system onc the system are built and proactiv mainten of all systems. organ also reli on organiz polici such as accept use polici to bolster the technic aspect of system management. thi cours explor mani of the behind the scene requir of good system management. the first half of the cours cover how to build secur into system manag process and the organ polici necessari for ani enterpris to follow. the latter half of the cours focus on audit and mainten of system onc they have been design and implemented. by the end of the cours you should be abl to design and construct organiz polici base on a set of requir audit a system base on those requir and make sure system adher technic to the set of requirements.separ of duti attack surfac backup plan secur disast audit disast inform technolog secur audit enterpris system information-technolog secur

creat model use smartplsbeginnerin thi 1-hour long project-bas cours you will learn how to creat path model use smartpls. we will take a project on chang behavior and check if attitud or subject norm impact behavior the most. we will learn how to launch thi new softwar creat the model and run it. we will then show you how to interpret the same. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.model project mine show me! run data analysi util path variabl softwar download upload data-sci data-analysi

big histori connect knowledgebeginnerw current face unpreced challeng on a global scale. these problem do not neatli fall into disciplines. they are complic complex and connected. join us on thi epic journey of 13.8 billion year start at the big bang and travel through time all the way to the future. discov the connect in our world the power of collect learn how our univers and our world ha evolv from incred simplic to ever-increas complexity. experi our modern scientif origin stori through big histori and discov the import link between past current and futur events. you will find two differ type of lectures. �zoom in� lectur from multipl specialist enabl you to understand key concept through the len of differ disciplin whilst david christian' �big histori framework� lectur provid the connect overview for a journey through eight threshold of big history.phys vers protocol chemistri astronomi polit scienc biolog histori thought critic think anthropolog arts-and-human histori

algorithm for dna sequencingadvancedw will learn comput method -- algorithm and data structur -- for analyz dna sequenc data. we will learn a littl about dna genom and how dna sequenc is used. we will use python to implement key algorithm and data structur and to analyz real genom and dna sequenc datasets.comput program edit distanc python program algorithm dna dna bioinformat genom dna sequenc smith waterman algorithm data-sci data-analysi

bioinformat introduct and method ????? ?????intermediatea big welcom to �bioinformat introduct and methods� from peke university! in thi mooc you will becom familiar with the concept and comput method in the excit interdisciplinari field of bioinformat and their applic in biolog the knowledg and skill in bioinformat you acquir will help you in your futur studi and research. cours materi are avail under the cc by-nc-sa license.dynam program phylogenet tree sequenc databas sequenc align algorithm sequenc align ontolog inform scienc gene genet bioinformat algorithm life-sci health-informat

introduct to machin learningbeginnerthi cours will provid you a foundat understand of machin learn model logist regress multilay perceptron convolut neural network natur languag process etc. as well as demonstr how these model can solv complex problem in a varieti of industri from medic diagnost to imag recognit to text prediction. in addit we have design practic exercis that will give you hands-on experi implement these data scienc model on data sets. these practic exercis will teach you how to implement machin learn algorithm with pytorch open sourc librari use by lead tech compani in the machin learn field e.g. googl nvidia cocacola ebay snapchat uber and mani more.machin learn regress convolut neural network artifici neural network multilay perceptron natur languag process logist regress suppli chain human learn perceptron data-sci machine-learn

autodesk certifi profession civil 3d for infrastructur design exam prepintermediateprov to potenti employ that you�r up to the task by becom an autodesk certifi professional. thi onlin cours from autodesk prepar you by offer an overview of skill that match what is cover in the autodesk certifi profession civil 3d for infrastructur design exam. the video lesson are structur to match the exam� object domain and follow the typic workflow and featur of the autodesk� autocad� civil 3d� softwar includ section on point parcel and survey surfac and grade align and profil corridor and section pipe network and plan product and data management. in the cours you'll review advanc infrastructur topics. you�ll work with point and point group parcel and parcel style and the survey tools. you'll also gain an understand of exam topic such as tin surfac and volum surfac profil view and both pipe and pressur networks. brush up on featur line site and grade model corridor note label style data shortcut and much more. the provid civil 3d dataset allow you to follow along with the lesson and tri out method and workflows. practic exercis and challeng assign help you practic and review the exam topic on your own. final you can test your knowledg by take one of the full practic exam that accompani the course. about the autodesk certifi profession civil 3d for infrastructur design exam the autodesk certifi profession civil 3d for infrastructur design exam is the recogn standard for measur your knowledg in civil 3d. certif at thi level demonstr a comprehens skill set that provid an opportun for individu to stand out in a competit profession environment. thi type of experi typic come from have work with the softwar on a regular basi for at least 2 year equival to approxim 400 hour minimum - 1200 hour recommend of real-world autodesk softwar experience. readi to take the exam? schedul to take the exam onlin or find a test center near you on pearsonvue.com/autodesk.build inform model autodesk maya autocad computer-aid design autodesk 3d model p-rep survey civil engin test prepar physical-science-and-engin mechanical-engin

understand intern relat theoryadvancedth cours aim to introduc the key assumpt of the intern relat theori as a part of social scienc and as an analyt tool focus on the problem of war and peac foreign polici decision-mak etc. the cours combin histor approach and analysi of the modern polit problems. the histor part show the evolut of the intern relat theori from be a part of polit philosophi to it emerg as a special branch of polit scienc which is essenti to understand the key idea of the ir science. the lectur also includ broad outlin of the modern concept and debat in the context of the contemporari polit problem such as rise of china and other emerg power threat of terror us-russia confront etc. the lectur of the two outstand russian scholar and polit analyst � timofey bordachev and dmitri suslov - cover such field as the problem of intern secur and conflict resolut intern econom relat foreign polici decision-mak global govern the role of power in the ir. do you have technic problems? write to us coursera@hse.rupow polit power intern relat histori war law polit scienc global foreign polici intern law intern relat social-sci governance-and-societi

bioinformat method ibeginnerlarge-scal biolog project such as the sequenc of the human genom and gene express survey use rna-seq microarray and other technolog have creat a wealth of data for biologists. howev the challeng face scientist is analyz and even access these data to extract use inform pertain to the system be studied. thi cours focus on employ exist bioinformat resourc � mainli web-bas program and databas � to access the wealth of data to answer question relev to the averag biologist and is highli hands-on. topic cover includ multipl sequenc align phylogenet gene express data analysi and protein interact network in two separ parts. the first part bioinformat method i thi one deal with databas blast multipl sequenc align phylogenet select analysi and metagenomics. the second part bioinformat method ii cover motif search protein-protein interact structur bioinformat gene express data analysi and cis-el predictions. thi pair of cours is use to ani student consid graduat school in the biolog scienc as well as student consid molecular medicine. both provid an overview of the mani differ bioinformat tool that are out there. these cours are base on one taught at the univers of toronto to upper-level undergradu who have some understand of basic molecular biology. if you'r not familiar with thi someth like https//learn.saylor.org/course/bio101 might be helpful. no program is requir for thi course. bioinformat method i is regularli updat and wa complet updat for januari 2020.databas multipl sequenc align sequenc align bioinformat phylogenet phylogenet tree blast genom compar genom analysi life-sci health-informat

get start with game develop use pygamebeginnerin thi 1-hour long project-bas cours you will learn how to creat a basic single-play pong replica use the pygam librari for python creat a welcom screen a game that respond to user input to move the paddl score and a game over screen with user options. by the end of the cours learner will have a basic understand of the pygam librari and will be abl to creat simpl game built on shapes. no previou experi with pygam is requir as thi is a basic introduct to the librari but familiar with python is recommended. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.video game develop display devic gameplay softwar engin order pair python program i-dea pygam comput program project computer-sci software-develop

understand china 1700-2000 a data analyt approach part 2beginnerth purpos of thi cours is to summar new direct in chines histori and social scienc produc by the creation and analysi of big histor dataset base on newli open chines archiv hold and to organ thi knowledg in a framework that encourag learn about china in compar perspective. our cours demonstr how a new scholarship of discoveri is redefin what is singular about modern china and modern chines history. current understand of human histori and social theori are base larg on western experi or on non-western experi seen through a western lens. thi cours offer altern perspect deriv from chines experi over the last three centuries. we present specif case studi of thi new scholarship of discoveri divid into two stand-alon part which mean that student can take ani part without prior or subsequ attend of the other part. part 1 https//www.coursera.org/learn/understanding-china-history-part-1 focus on compar inequ and opportun and address two relat question �who rise to the top?� and �who get what?�. part 2 thi cours turn to an arguabl even more import question �who are we?� as seen through the framework of compar popul behavior - mortal marriag and reproduct � and their interact with econom condit and human values. we do so becaus mortal and reproduct are fundament and univers becaus they differ histor just as radic between china and the west as pattern of inequ and opportun and becaus these differ demonstr the mutabl of human behavior and values. cours overview video https//youtu.be/dzupryj4etksociolog rel chang and differ chines languag famili popul immut object reproduct analyt macro comput scienc order pair data-sci data-analysi

advanc data structur in javaintermediatehow doe googl map plan the best rout for get around town given current traffic conditions? how doe an internet router forward packet of network traffic to minim delay? how doe an aid group alloc resourc to it affili local partners? to solv such problem we first repres the key piec of data in a complex data structure. in thi cours you�ll learn about data structur like graph that are fundament for work with structur real world data. you will develop implement and analyz algorithm for work with thi data to solv real world problems. in addit as the program you develop in thi cours becom more complex we�ll examin what make for good code and class hierarchi design so that you can not onli write correct code but also share it with other peopl and maintain it in the future. the backbon project in thi cours will be a rout plan application. you will appli the concept from each modul directli to build an applic that allow an autonom agent or a human driver! to navig it environment. and as usual we have our differ video seri to help tie the content back to it import in the real world and to provid tier level of support to meet your person needs.graph algorithm dijkstra' algorithm graph algorithm tree travers graph theori search algorithm java softwar platform data structur graph travers computer-sci algorithm

introduct to javascript the basicsbeginnerin thi 2h 10m long project-bas cours you will learn how to creat dynam web page use javascript. javascript is one of the most popular script languag use in front-end back-end web applic and hybrid mobil applications. it can be use to add interact to static html pages. it also could be use at the back end of modern web applications. moreov it is the core of mani modern framework use to build hybrid mobil web applications. learn javascript open up a huge varieti of promis career options. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.mobil app javascript web applic document object model html web develop script languag internet of thing web front and back end computer-sci mobile-and-web-develop

sel for student a path to social emot well-beingintermediatesoci and emot learn or sel program have flourish in school dure the last decade. in thi cours the instructor emili price introduc you to the histori and frame of social and emot learn prek-12 curricula as well as variou elementari middl and high school sel program and associ research. thi cours is a part of the 5-cours special �the teacher and social emot learn sel�. interest in earn 3 univers credit from the univers of colorado-bould for thi specialization? if so check out "how you can earn 3 univers credit from the univers of colorado-bould for thi specialization" read in the first modul of thi cours for addit information. we want to note that the cours in thi special were design with a three-credit univers cours load in mind. as a particip you may notic a bit more read content and a littl less video/lectur content. complet and pass the sel special allow the particip to appli for 3 graduat credit toward teacher re-certif and profession enhancement. we want to ensur the qualiti and high standard of a univers of colorado learn experience. interest in earn 3 graduat credit from the univers of colorado-bould for the teacher and social emot learn sel specialization? check out "how you can earn 3 univers credit from the univers of colorado-bould for thi specialization" read in the first week of thi cours for more information.evalu emot well-b earli childhood emot intellig process child path variabl principl emot teach social-sci educ

product machin learn systemsbeginnerin the second cours of thi special we will dive into the compon and best practic of a high-perform ml system in product environments. prerequisit basic sql familiar with python and tensorflowmachin learn system architect perform deep learn cloud comput googl cloud platform human learn system architectur tensorflow data depend data-sci machine-learn

introduct to cost accountingbeginnerbi the end of the project you will be abl to use both absorpt cost and activity-bas cost to determin the cost of a product your compani is making. thi will allow you to determin the price of your product. thi is directli relev for manag account perform manag market and owner of a business. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions.manag account cost account project cost leadership and manag busi analyt account market total absorpt cost financi account busi financ

convert challeng into opportunitiesbeginnerin a veri competit workplac demonstr your abil to turn challeng into opportun is an import to way stand out to hire manag and to your exist management/leadership. in thi cours you will learn how to util the knowledg and skill need to leverag left- and right-brain think analyz problem spur creativ and implement innov idea for your workplace. use the power of design think and creativ problem solv model you will work toward data-driven solut to workplac challenges. you will engag in an activ process of identifying/defin a specif challeng gener a plan to address the challeng collect and analyz data/inform in order to sell your solut to your leadership implement your data-driven solut and evalu success of the solution. cours outcom 1. understand design out-of-th box whole brain think your workplac strength 2. appli qualit and scientif research method for workplac problem set prioriti and analyz for outcom 3. appli creativ problem solv and creativ think use creativ techniqu to overcom challeng and bring about innov 4. creat action plan learn to implement innov idea and present ideasproblem solv problem solv method analysi swot analysi critic think leadership and manag research method thought design think innov personal-develop personal-develop

emerg trend & technolog in the virtual k-12 classroomintermediatewelcom to emerg trend and technolog in k-12! thi cours will help you evalu and implement technolog in the most use way within your virtual classroom setting. we will discuss the possibl and challeng of use technolog in fulli onlin environ although mani of the idea can be appli to blend and tradit environ as well. thi cours is focus on emerg trend and technolog specif for k-12 instructors. most of the content will be aim at high school-ag student in the u.s. or age 13-18 in other countries. due to the natur of some of the internet-bas technolog young student are requir to be 13 or older to participate. that said mani of the exampl we discuss can appli to younger ages. thi cours is focus on virtual education. in other word blend or fulli onlin teach and learn experiences. nevertheless you can appli the concept to a tradit class adult educ and higher education. lastli pleas note that mani of the exampl will be u.s. based. upon complet thi cours you will be abl to � defin educ technology' role in support the virtual environment. � identifi and evalu exist and emerg technolog for virtual cours instruct or curriculum development. � use collabor learn tool to design and assess learn activities. � use game-bas strategi to deepen student engag in virtual courses. � research evalu and employ open content in virtual education. � debat the role of mooc in virtual k-12 education.soci technolog augment realiti virtual class resourc human learn collabor softwar educ teach gamif learn manag system social-sci educ

neurolinguisticsbeginnerthi cours introduc the key principl and goal of modern neurolinguistics. neurolinguist is a scienc that incorpor method and paradigm of linguist and neuroscience. thi cours discuss the main unit and organiz principl of the human nervou system that underli our languag capacity. you will learn about the neurophysiolog aspect of first and second languag learn discov clinic research in speech read and write disord and also find out about speech disord accompani variou psychiatr conditions. the cours includ inform on the histori of neurolinguist modern techniqu and method of neurolinguist research and also provid detail exampl of sever recent studi in the field. the outlin of the cours modul 1 introduc you to the main idea and histori of neurolinguistics. in thi modul you will learn how the human brain is organ and which cortic area provid the basi for our languag capacity. it also touch upon neuroevolut and the differ between the human brain and the brain of other mammals. in modul 2 you will learn about modern method and techniqu of neurolinguist research such as eeg meg intracrani eeg evok and induc potentials. modul 3 continu the discuss of neurolinguist research method introduc you to the fmri method. it also provid exampl of three recent neurolinguist studi detail everi stage how the experi were plan and conduct and how the data wa analysed. modul 4 discuss how children learn their first and second languages. it also touch upon the differ in the way monolingu and bilingu process linguist information. modul 5 and 6 deal with clinic research in neurolinguistics. in modul 5 you will learn about aphasia. we will discuss the underli caus of thi disord it main type and differ approach to their classif and assessment. you will also learn about linguist model base on aphasia data. modul 6 continu the topic of clinic research in neurolinguistics. in thi modul you will learn about auditori hallucin in schizophrenia their caus and treatment. thi modul also discuss brain asymmetri with regard to languag and dichot listen as a mean of studi brain asymmetry. modul 7 is devot to dyslexia and it comorbidities. thi modul will introduc you to four differ approach to dyslexia. you will also learn what longitudin studi can tell us about dyslexia.aphasia longitudin studi auditori cortex research method aphasia auditori hallucin dyslexia linguist neurolinguist languag acquisit life-sci psycholog

basic model for discret optimizationintermediateoptim is a common form of decis make and is ubiquit in our society. it applic rang from solv sudoku puzzl to arrang seat in a wed banquet. the same technolog can schedul plane and their crew coordin the product of steel and organ the transport of iron ore from the mine to the ports. good decis in manpow and materi resourc manag also allow corpor to improv profit by million of dollars. similar problem also underpin much of our daili live and are part of determin daili deliveri rout for packag make school timet and deliv power to our homes. despit their fundament import all of these problem are a nightmar to solv use tradit undergradu comput scienc methods. thi cours is intend for student interest in tackl all facet of optim applications. you will learn an entir new way to think about solv these challeng problem by state the problem in a state-of-the-art high level model languag and let librari constraint solv softwar do the rest. thi will allow you to unlock the power of industri solv technolog which have been perfect over decad by hundr of phd researchers. with access to thi advanc technolog problem that are consid inconceiv to solv befor will suddenli becom easy. watch the cours promot video here https//www.youtube.com/watch?v=hc3cbvtrem0&t=8sconstrain cluster discret optim constraint program model knapsack problem common subexpress elimin assign problem mathemat optim nurs schedul problem comput program computer-sci software-develop

comput visionintermediatein thi cours we will expand on vision as a cognit problem space and explor model that address variou vision tasks. we will then explor how the boundari of these problem lead to a more complex analysi of the mind and the brain and how these explor lead to more complex comput model of understanding.edg detect convolut comput vision deep learn neurosci mental imag machin vision artifici neural network matrix represent neuron softwar computer-sci algorithm

troubleshoot and debug techniquesconversantin thi cours we'll give you the tool to quickli identifi and solv real-world problem that you might come across in your it role. we'll look at a bunch of differ strategi and approach for tackl the most common pitfal of your code and it infrastructure. you'll learn strategi for approach almost ani technic problem and then see how those appli to solv differ real-world scenarios. we pick exampl that includ gener system issu issu with softwar that someon els wrote and issu with program that we wrote. we'll talk about problem that can affect ani oper system and we'll also look at challeng specif to certain platform and script languages. we strongli recommend that you�v taken the prior cours in thi program or alreadi have knowledg of python and linux so that you can follow along with our troubleshoot examples.comput program python program troubleshoot resourc profil softwar debug problem solv leadership and manag debug code information-technolog cloud-comput

classifi radio signal from space use kerasbeginnerin thi 1-hour long project-bas cours you will learn the basic of use kera with tensorflow as it backend and use it to solv an imag classif problem. the data we are go to use consist of 2d spectrogram of deep space radio signal collect by the allen telescop array at the seti institute. we will treat the spectrogram as imag to train an imag classif model to classifi the signal into one of four classes. by the end of the project you will have built and train a convolut neural network from scratch use kera to classifi signal from space. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and tensorflow pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.kera deep learn machin learn convolut neural network front and back end signal process tensorflow python program artifici neural network statist classif data-sci machine-learn

industri biotechnologyintermediatefossil fuel have been the primari energi sourc for societi sinc the industri revolution. they provid the raw materi for the manufactur of mani everyday product that we take for grant includ pharmaceut food and drink materi plastic and person care. as the 21st centuri progress we need solut for the manufactur of chemic that are smarter more predict and more sustainable. industri biotechnolog is chang how we manufactur chemic and materi as well as provid us with a sourc of renew energy. it is at the core of sustain manufactur process and an attract altern to tradit manufactur technolog to commerci advanc and transform prioriti industri sector yield more and more viabl solut for our environ in the form of new chemic new materi and bioenergy. thi cours will cover the key enabl technolog that underpin biotechnolog research includ enzym discoveri and engin system and synthet biolog and biochem and process engineering. much of thi materi will be deliv through lectur to ensur that you have a solid foundat in these key areas. we will also consid the wider issu involv in sustain manufactur includ respons research innov and bioethics. in the second part of the cours we will look at how these technolog translat into real world applic which benefit societi and impact our everyday lives. thi will includ input from our industri stakehold and collabor work in the pharmaceut chemic and biofuel industries. by the end of thi cours you will be abl to 1.\tunderstand enzymat function and catalysis. 2.\texplain the technolog and methodolog underpin system and synthet biology. 3.\texplain the divers of synthet biolog applic and discuss the differ ethic and regulatory/govern challeng involv in thi research. 4.\tunderstand the principl and role of bioprocess and biochem engin in industri biotechnology. 5.\thave an inform discuss of the key enabl technolog underpin research in industri biotechnolog 6.\tgive exampl of industri biotechnolog product and process and their applic in healthcar agricultur fine chemic energi and the environment.biotechnolog industri ferment biofuel ferment biopharmaceut enzym synthet biolog biochem engin biolog biopharmaceut life-sci basic-sci

data visual and commun with tableaubeginneron of the skill that character great busi data analyst is the abil to commun practic implic of quantit analys to ani kind of audienc member. even the most sophist statist analys are not use to a busi if they do not lead to action advic or if the answer to those busi question are not convey in a way that non-techn peopl can understand. in thi cours you will learn how to becom a master at commun business-relev implic of data analyses. by the end you will know how to structur your data analysi project to ensur the fruit of your hard labor yield result for your stakeholders. you will also know how to streamlin your analys and highlight their implic effici use visual in tableau the most popular visual program in the busi world. use other tableau featur you will be abl to make effect visual that har the human brain� innat perceptu and cognit tendenc to convey conclus directli and clearly. final you will be practic in design and persuas present busi �data stories� that use these visual capit on business-test method and design principles.data analysi analyt commun comput graphic softwar data visual busi analyt present analysi tableau softwar data-sci data-analysi

relat databas systemsadvancedwelcom to the special cours relat databas systems. thi cours will be complet on six week it will be support with video and variou document that will allow you to learn in a veri simpl way how sever type of inform system and databas are avail to solv differ problem and need of the companies. object a learner will be abl to design test and implement analyt transact or nosql databas system accord to busi requir by program reliabl scalabl and maintain applic and resourc use sql and hadoop ecosystem. program languag for cours 1 you will use the mysql language. softwar to download mysql workbench in case you have a mac / io oper system you will need to use a virtual machin virtualbox vmware.rel model sql relat databas store procedur databas queri optim data model relat databas manag system busi requir entiti relationship model data-sci data-analysi

get start with power bi desktopconversantin thi 2-hour long project-bas cours you will learn the basic of use power bi desktop software. we will do thi by analyz data on credit card default with power bi desktop. power bi desktop is a free busi intellig applic from microsoft that let you load transform and visual data. you can creat interact report and dashboard quit easili and quickly. we will learn some of the basic of power bi by import transform and visual the data. thi cours is aim at learner who are look to get start with the power bi desktop software. there are no hard prerequisit and ani compet comput user should be abl to complet the project successfully. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.data analysi microsoft excel analysi data report project manag busi intellig project data visual sap erp softwar busi business-essenti

sequenc time seri and predictionbeginnerif you are a softwar develop who want to build scalabl ai-pow algorithm you need to understand how to use the tool to build them. thi special will teach you best practic for use tensorflow a popular open-sourc framework for machin learning. in thi fourth cours you will learn how to build time seri model in tensorflow. you�ll first implement best practic to prepar time seri data. you�ll also explor how rnn and 1d convnet can be use for prediction. final you�ll appli everyth you�v learn throughout the special to build a sunspot predict model use real-world data! the machin learn cours and deep learn special from andrew ng teach the most import and foundat principl of machin learn and deep learning. thi new deeplearning.ai tensorflow special teach you how to use tensorflow to implement those principl so that you can start build and appli scalabl model to real-world problems. to develop a deeper understand of how neural network work we recommend that you take the deep learn specialization.seri a round time seri analysi model time seri analysi long short-term memori tensorflow time seri model forecast artifici neural network data-sci machine-learn

digit thread implementationbeginnerther are opportun throughout the design process of ani product to make signific chang and ultim impact the futur of manufactur by embrac the digit thread. in thi cours you will dig into the transform take place in how product are design and manufactur throughout the world. it is the second of two cours that focus on the "digit thread" � the stream that start at the creation of a product concept and continu to accumul inform and data throughout the product life cycle. hear about the realiti of implement the digit thread directli from someon respons for make it happen at a company. learn how the digit thread can fit into product develop process in an offic on a shop floor and even across an enterprise. be prepar to talk about the benefit and limit of enact it. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the third cours in the digit manufactur & design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0 and featur a culmin project involv creation of a roadmap to achiev a self-establish dmd-relat profession goal. to learn more about the digit manufactur and design technolog special pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-cainternet of thing mechatron averag manufactur process manag dial indic sql mechan engin measur smart label manufactur execut system physical-science-and-engin mechanical-engin

ibm data topologyadvancedeveri busi and organ is face new challeng with their data. pressur relat to regul and complianc leverag ai span multicloud environ and increas volum of inaccess data are forc execut and administr to either modern their infrastructur or becom obsolete. but move to the latest technolog in a monolith architectur is a tempt solut that can be expens and caus more problem than it solves. in thi cours you learn how to meet the need of all your data consum through the construct of a modern logic topolog that help you optim data flow.log topolog data furnac master data manag machin learn topolog data analysi data center enterpris architectur topolog topolog optim data architectur information-technolog data-manag

build a deep learn base imag classifi with rbeginnerin thi 45-min guid project you will learn the basic of use the kera interfac to r with tensorflow as it backend to solv an imag classif problem. by the time you complet thi project you will have use the r program languag to build train and evalu a neural network model to classifi imag of cloth item into categori such as t-shirt trouser and sneakers. we will be train the deep learn base imag classif model on the fashion mnist dataset which contain 70000 grayscal imag of cloth across 10 categories. in order to be success in thi project you should be familiar with r program and basic of neural networks. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.deep learn r program statist classif front and back end grayscal machin learn interfac tensorflow artifici neural network order pair data-sci machine-learn

machin learn cluster & retrievalbeginnercas studi find similar document a reader is interest in a specif news articl and you want to find similar articl to recommend. what is the right notion of similarity? moreov what if there are million of other documents? each time you want to a retriev a new document do you need to search through all other documents? how do you group similar document together? how do you discov new emerg topic that the document cover? in thi third case studi find similar document you will examin similarity-bas algorithm for retrieval. in thi cours you will also examin structur represent for describ the document in the corpu includ cluster and mix membership model such as latent dirichlet alloc lda. you will implement expect maxim em to learn the document cluster and see how to scale the method use mapreduce. learn outcom by the end of thi cours you will be abl to -creat a document retriev system use k-nearest neighbors. -identifi variou similar metric for text data. -reduc comput in k-nearest neighbor search by use kd-trees. -produc approxim nearest neighbor use local sensit hashing. -compar and contrast supervis and unsupervis learn tasks. -cluster document by topic use k-means. -describ how to parallel k-mean use mapreduce. -examin probabilist cluster approach use mixtur models. -fit a mixtur of gaussian model use expect maxim em. -perform mix membership model use latent dirichlet alloc lda. -describ the step of a gibb sampler and how to use it output to draw inferences. -compar and contrast initi techniqu for non-convex optim objectives. -implement these techniqu in python.human learn model algorithm cluster analysi mixtur model machin learn latent dirichlet alloc data cluster algorithm k-mean cluster k-d tree data-sci data-analysi

global health secur solidar and sustain through the intern health regulationsadvancedwelcom to the mooc "global health secur solidar and sustain through the intern health regulations". we are veri excit to have you on board and hope you will enjoy the course! in the come 6 week you will learn about the intern health regul ihr histori of it creation and evolut it major principl and implement procedur as well as challeng and futur opportunities. we will talk about lesson learn from the previou epidem and environment disast and discuss possibl futur health threat and way to respond to them in an effici and time manner. the goal of thi mooc is not onli to promot knowledg on the ihr among the gener public but also to help intern health practition advanc it implement contribut to the achiev of sustain develop goals. our mooc �global health secur solidar and sustain through the intern health regulations� is highli transdisciplinari and involv promin expert from more than 15 lead institut worldwid includ academia intern organ and local governments. along with tradit e-learn resourc it give access to a highli innov teach tool - virtual simul ihr 3.0 - a seriou game where you can practic manag health crise from differ perspectives. no matter which countri you come from thi mooc is free and open for anyon interest in learn more about such a power legal mechan as the ihr. everi week you will get access to a new modul which includ a seri of video lectur accompani by a list of recommend read to deepen your knowledg on the propos topic. everi modul will have a number of practic exercis such as in-video question and practic quizz base on the video lectur and read and a grade quiz to sum up everyth that you'v learned. at the end of the cours you will be ask to take a grade final quiz that you will need to complet as well as each module' grade quizz in order to pass the cours and earn a certif if you chose thi option at enrolment. we encourag you to use discuss prompt and forum to discuss the cours materi with fellow student enrol in the mooc. you can greatli contribut to the learn process by post your question comment or share your person experi and exampl from your countries. thi mooc wa produc jointli by the univers of geneva switzerland centr virchow-villerm� for public health paris-berlin universit� pari descart franc and aneo in close collabor with the world health organ headquart geneva switzerland and who region offic for the eastern mediterranean cairo egypt with the financi aid of the agenc national de la recherch franc unig and who. we wish you good luck with the mooc and look forward to see you in our learn community!publ health public health emerg of intern concern global safeti emerg climat chang epidem awar commun collabor life-sci public-health

prepar for the googl cloud profession cloud architect examintermediatefrom the cours "the best way to prepar for the exam is to be compet in the skill requir of the job." thi cours use a top-down approach to recogn knowledg and skill alreadi known and to surfac inform and skill area for addit preparation. you can use thi cours to help creat your own custom prepar plan. it help you distinguish what you know from what you don't know. and it help you develop and practic skill requir of practition who perform thi job. the cours follow the organ of the exam guid outlin present highest-level concept "touchstones" for you to determin whether you feel confid about your knowledg of that area and it depend concept or if you want more study. you also will learn about and have the opportun to practic key job skill includ cognit skill such as case analysi identifi technic watchpoint and develop propos solutions. these are job skill that are also exam skills. you will also test your basic abil with activ track challeng labs. and you will have mani sampl question similar to those on the exam includ solutions. the end of the cours contain an ungrad practic exam quiz follow by a grade practic exam quiz that simul the exam-tak experience. new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng questsmathemat optim case studi penetr test analysi cloud comput devop cloud platform architectur googl cloud platform busi requir information-technolog cloud-comput

patient safeti and qualiti improv develop a system view (patient safeti i)beginnerin thi cours you will be abl develop a system view for patient safeti and qualiti improv in healthcare. by then end of thi cours you will be abl to 1 describ a minimum of four key event in the histori of patient safeti and qualiti improv 2 defin the key characterist of high reliabl organ and 3 explain the benefit of have strategi for both proactiv and reactiv system thinking.system think patient care patient thought safeti safeti cultur patient safeti proactiv cultur problem solv life-sci healthcare-manag

materi processingintermediatehav you ever wonder whi ceram are hard and brittl while metal tend to be ductile? whi some materi conduct heat or electr while other are insulators? whi ad just a small amount of carbon to iron result in an alloy that is so much stronger than the base metal? in thi cours you will learn how a material� properti are determin by the microstructur of the materi which is in turn determin by composit and the process that the materi ha undergone. thi is the second of three coursera cours that mirror the introduct to materi scienc class that is taken by most engin undergrad at georgia tech. the aim of the cours is to help student better understand the engin materi that are use in the world around them. thi first section cover the fundament of materi scienc includ atom structur and bond crystal structur atom and microscop defect and noncrystallin materi such as glass rubber and polymers.civil engin chemic engin metallurgi manufactur process manag materi biomateri weld process engin mechan engin phase diagram physical-science-and-engin mechanical-engin

recommend system capstoneadvancedthi capston project cours for the recommend system special bring togeth everyth you'v learn about recommend system algorithm and evalu into a comprehens recommend analysi and design project. you will be given a case studi to complet where you have to select and justifi the design of a recommend system through analysi of recommend goal and algorithm performance. learner in the honor track will focu on experiment evalu of the algorithm against medium size datasets. the standard track will includ a mix of provid result and spreadsheet exploration. both group will produc a capston report document the analysi the select solut and the justif for that solution.product descript program analysi busi requir feature-ori domain analysi recommend system experi gener statist empir evid system analysi plan data-sci machine-learn

posit psychiatri and mental healthintermediatein today� world mental ill and distress are common and these account for a signific burden of disabl within our community. at the same time there is a grow interest in understand and enhanc posit mental health and wellbeing; particularli from develop in the field of posit psycholog and mental health promotion. posit psychiatri is a new term jest et al 2016 that describ a dual approach to mental health where we build strength support and healthi lifestyl as well as treat ill and distress. in thi cours we will explor differ aspect of good mental health as well as provid an overview of the major kind of mental disord their caus treatment and how to seek help and support. the cours will featur a larg number of australian expert in psychiatri psycholog and mental health research and we will also hear from �live experi experts� peopl who have live with mental ill and share their person stori of recovery. we take an evidence-bas approach to a rang of strategi that anyon can use to enhanc their own mental health and that of other from exercis and relax techniqu through to the role of love relationship and 'good' type of work. we cover topic from creativ and yoga through to psychiatr medic and psychotherapies.leadership and manag resili mental ill psychiatri mind stress manag posit psycholog stress mental health psycholog life-sci basic-sci

financ for non-financi managersbeginnerfin is for �non-financi managers� who want to understand key financi principl and appli them in a real-world context. over the cours of the program window you will work your way through a seri of nine modul that move from understand basic financi principl to appli financi analysi and ratio to drive decisions. in addit each modul is cap with an end self-evalu to ensur that you have absorb the follow key learn object + understand the languag associ with financ + know how and when to use financi term and analysi techniqu + read and assess compani perform use financi statement + recogn the link between organiz strategi and financi object + use "the numbers" to your best advantag to make more inform decisionsbal sheet incom statement incom present valu cash flow stock invest financ net present valu financi statement busi financ

convolut neural network in tensorflowbeginnerif you are a softwar develop who want to build scalabl ai-pow algorithm you need to understand how to use the tool to build them. thi cours is part of the upcom machin learn in tensorflow special and will teach you best practic for use tensorflow a popular open-sourc framework for machin learning. in cours 2 of the deeplearning.ai tensorflow special you will learn advanc techniqu to improv the comput vision model you built in cours 1. you will explor how to work with real-world imag in differ shape and size visual the journey of an imag through convolut to understand how a comput �sees� inform plot loss and accuraci and explor strategi to prevent overfit includ augment and dropout. final cours 2 will introduc you to transfer learn and how learn featur can be extract from models. the machin learn cours and deep learn special from andrew ng teach the most import and foundat principl of machin learn and deep learning. thi new deeplearning.ai tensorflow special teach you how to use tensorflow to implement those principl so that you can start build and appli scalabl model to real-world problems. to develop a deeper understand of how neural network work we recommend that you take the deep learn specialization.statist classif artifici neural network human learn imag process kera convolut neural network comput vision tensorflow convolut multiclass classif data-sci machine-learn

soul belief caus and consequ - unit 2 belief systemsadvancedthroughout histori the vast major of peopl around the globe have believ they have howev defin a �soul.� while the question of whether the soul exist cannot be answer by scienc what we can studi are the caus and consequ of variou belief about the soul and it prospect of surviv the death of the body. whi are soul and afterlif belief so common in human history? are there adapt advantag to assum soul exist? are there brain structur that have been shape by environment pressur that provid the foundat of body/mind dualism that is such a promin featur of mani religions? how do these belief shape the worldview of differ cultur and our collect lives? what is the role of compet afterlif belief in religion scienc polit and war? thi cours explor sever facet of thi rel unexplor but profoundli import aspect of human thought and behavior. the cours consist mainli of 70 to 80 minut lectur typic broken up into 3 segment record from a cours offer by rutger univers school of art and sciences. these video includ slide and some embed video clips. most lectur are accompani by slide use dure the lectur also includ recommend read assign which may provid addit opportun to reflect on your studies. due to the lengthi of thi class and natur progress the onlin cours ha been separ into 3 unit thi is unit 2.social psycholog causal recurs enumer set spiritu religion genet psycholog thought the astonish hypothesi belief arts-and-human histori

agil project creat user stori with valu in taigabeginnerthi guid project wa develop to engag and har your visionari and exploratori abilities. dure thi cours you will use input from previou phase of project development. togeth we will identifi map and analys user stori which are the compon that make up the theme of the custom experi with the product and service. thi is an import step for individu or compani want to map valu for custom to product featur in new product or services; also for enhanc their exist offerings. by the end of thi guid project you will be fluent in identifi and creat user stori for agil projects. we will discuss direct for the next phase of the project development; furthermor the learn concept and tool will help you gener solut for use as part of your project manag solut and in present to variou stakeholders.project manag map leadership and manag user stori present project custom experi cost benefit analysi agil manag cost busi business-strategi

social pedagogi across europeadvancedsoci pedagogi across europ is the first massiv open onlin cours focus on social pedagogi � a relationship-centr approach to support people� learn well-b and social inclus in way that promot social justice. the cours is structur in eight session present over four week � an introductori session six session outlin social pedagogi in differ european countri and share some innov practic insight and a review session to support you in appli your learning. you can undertak the six countri session in ani order you would like. through thi cours we aim to 1.\tgive you an insight into how social pedagogi ha been develop across europ highlight both the divers and connect 2.\thighlight the import of valu everi person as intrins �rich� recognis their uniqu potenti and abil to be a valuabl member of societi 3.\tintroduc you to way in which you can bring thi belief to life in everyday interact and relationship that support people� learn nurtur their well-b and enabl them to feel includ in societi 4.\tensur you are familiar with the most fundament aspect of social pedagog practic in way that are applic in your own person and profession life. if you are current work with children young peopl famili commun group vulner adult or older peopl then thi cours will be highli relevant. you will gain a panoram overview of social pedagogi which explor the principl and key themat area in way that are practice-relev and can be easili appli in ani educ and care setting.techn support plan pedagogi justic prevent activ creativ h.e.a.r. educ prevent social justic social-sci educ

secur and privaci for big data - part 2intermediatethi cours sensit regard privaci and data protect in big data environments. you will discov privaci preserv methodolog as well as data protect regul and concept in your big data system. by the end of the cours you will be readi to plan your next big data project success ensur that all privaci and data protect relat issu are under control. you will look at decent-s big data project with privacy-skil eye be abl to recogn dangers. thi will allow you to improv your system to a grown and sustain level. if you are an ict profession or someon who design and manag system in big data environ thi cours is for you! knowledg about big data and it is advantag but if you are e.g. a product manag just touch the surfac of big data and privaci thi cours will suit you as well.person advertis big data a/ros privaci secur multi-parti comput inform privaci data anonym gener data protect regul homomorph encrypt secur information-technolog data-manag

corpor sustainability. understand and seiz the strateg opportunityintermediateth achiev of a balanc econom social and environment develop - as express in the un agenda 2030 for sustain develop - is recogn as one of the major challeng human is face today. what is less clear is whether and how organ can gener busi opportun and valu for their stakehold while tackl such challenges. in thi cours thought leader in a wide varieti of manag and econom field illustr how to assess and seiz the opportun offer by these global emergencies. they will offer new way to understand the purpos and the logic of success of the busi enterpris in thi new context provid idea and exampl on how to manag the transit process to realiz the valu creation potenti from corpor sustain for all involv stakeholders. learn object the cours will allow you to - understand what the macroeconom and microeconom consequ of both climat chang poverti hunger gender or race discrimin lack of commun between the state civil societi and busi etc are. - understand whi it is import for busi to tackl sustain issu in order to creat more and better busi opportunities; - learn how each individu organ and system can start to analyz it behavior and chang toward more sustain practic and models.ord pair sustain global corpor sustain circular economi behavior econom sustain busi leadership and manag corpor bond corpor social respons busi business-strategi

introduct to human behavior geneticsbeginnerbehavior genet methodolog from twin and adopt studi through dna analysi will be describ and appli to address longstand question about the origin of individu differ in behavior traits.psycholog twin behaviour genet gene psycholog psychiatri genet human behavior behavior mental health life-sci psycholog

gather and develop the newsadvancedjournalist develop inform through interview and sources. the most success journalist quickli master these import skill sets. the product of journal reli on sever element newsgath interview sourc research and tri to find as much inform as possible. the cours will also teach you how to where to find inform interview skill and how to process inform from variou sourc for publication.new interview sink network news transfer protocol accuraci and precis social media journal quotat digit journal sourc arts-and-human music-and-art

healthcar data modelsadvancedcar prospect are bright for those qualifi to work in healthcar data analytics. perhap you work in data analyt but are consid a move into healthcar where your work can improv people� qualiti of life. if so thi cours give you a glimps into whi thi work matter what you�d be do in thi role and what take place on the path to valu where data is gather from patient at the point of care move into data warehous to be prepar for analysi then move along the data pipelin to be transform into valuabl insight that can save live reduc cost to improv healthcar and make it more access and affordable. perhap you work in healthcar but are consid a transit into a new role. if so thi cours will help you see if thi career path is one you want to pursue. you�ll get an overview of common data model and their uses. you�ll learn how variou system integr data how to ensur clear commun measur and improv data quality. data analyt in healthcar serv doctor clinician patient care provid and those who carri out the busi of improv health outcomes. thi cours of studi will give you a clear pictur of data analysi in today� fast-chang healthcar field and the opportun it hold for you.rel model approxim error health informat health data data qualiti data analysi health care analyt model data model type i and type ii error life-sci health-informat

biohack your brain' healthbeginnerwith deterior health particularli brain health occur at a global level thi cours introduc you to method for maxim your brain' fit through nutrit exercis medit and sleep. we'll debunk popular myth about prescrib practic for overal health and then uncov studi from the last few decad reveal practic routin and intervent that are proven to help improv the brain. you'll also get a glimps at the brain' structur and common brain function as well as a "prescription" each week of tip for improv your brain' health.ketogen diet sleep system call intermitt fast neurosci nutrit exercis sleep mental health medit mind life-sci basic-sci

cybersecur and the x-factorintermediatewhat is the x-factor? in cybersecur the x-factor relat to unknown and unpredict human behavior within and outsid of your organization. �no one realli know whi human do what they do� david k. reynold and becaus of thi organ can be unprepar for malici untrain or even best intent behavior that can caus alarm and sometim irrepar harm. thi cours will introduc you to the type of train avail to reduc the impact of the x-factor evalu it effect explor the secur educ train and awar seta program and learn whi it may fail. the cours will conclud with inform design to assist you with some critic compon for your busi secur program. activ focus on hactiv cyberinsur and ransomwar will round out your knowledg base. your team of instructor ha prepar a seri of read discuss guest lectur and quizz to engag you in thi excit topic.awar secur manag human behavior inform secur secur behavior breach secur exploit seta train ransomwar computer-sci computer-security-and-network

nanotechnolog and nanosensor part1intermediatenanotechnolog and nanosensor are broad interdisciplinari area that encompass biochemistri physic biolog materi scienc electr engin and more. the present cours will provid a survey on some of the fundament principl behind nanotechnolog and nanomateri and their vital role in novel sens properti and applications. the cours will discuss interest interdisciplinari scientif and engin knowledg at the nanoscal to understand fundament physic differ at the nanosensors. by the end of the cours student will understand the fabric character and manipul of nanomateri nanosensor and how they can be exploit for new applications. also student will appli their knowledg of nanotechnolog and nanosensor to a topic of person interest in thi course. ---------------- cours object the cours main object is to enhanc critic creativ and innov thinking. the cours encourag multicultur group work construct intern 'think tanks' for the creation of new ideas. throughout the cours you will be ask to reflect upon your learn think "out of the box" and suggest creativ ideas. the cours is set to encourag the understand of 1. the import of nanoscal materi for sens applications. 2. approach use for character sensor base nanomaterials. 3. approach use for tailor nanomateri for a specif sens application. 4. metal and semiconductor nanoparticles. 5. organ and inorgan nanotub and nanowires. 6. optic mechan and chemic sensor base on nanomaterials. 7. hybrid nanomaterial-bas sensors. ---------------- we recommend that you read the follow supplementari read materi -ji?� janata principl of chemic sensor springer 2d edit 1989. -roger georg jackson novel sensor and sens crc press 2004. teach team about professor haick hossam professor hossam haick is an expert in the field of nanotechnolog nanosensor and non-invas diseas diagnosis. prof. haick is the recipi of the prestigi mari curi excel award erc award and the fp-7 health award. he is also the recipi of more than 42 intern honor and prize for hi achiev includ a knight of the order of academ palm confer by the french govern and the �list of the world� top 35 young scientists� and the discoveri award of the bill & melinda gates. prof. haick is the founder and the leader of a european consortium of eight univers and compani for the develop of advanc gener of nanosensor for diseas diagnosis. he also serv as an associ editor of the two journal and serv as an advisori consult to the chemic abstract servic ca � the world' author for chemic inform - a senior scientif advisori member of sever nation and intern compani and institut and as a scientif evalu in the european commission. email hhossam@technion.ac.il cours staff meital bar-segev teach assist receiv her b.a. cum laud in chemistri and b.sc cum laud in materi engin from the technion � israel institut of technolog both in 2010. dure her studi she work in a student posit at tower semiconductor ltd. after graduat she work at alfr mann institut in the technion amit as a process develop engineer. current she perform her ph.d. degre direct track in the russel berri nanotechnolog institut rbni of the technion under the supervis of prof. hossam haick. the research of meital focus is the develop of electron skin base on nanoparticles. abeer wat teach assist receiv her b.sc. and m.sc. in transport and highway engin from the technion. she is a ph.d. student at the faculti of educ in scienc and technolog at the technion under the supervis of asst. prof. miri barak. she receiv a second master degre in educatu in scienc and technolog from the technion in 2013. her research focus on scienc educ and inquiry-bas laboratories. current abeer work as a lectur at al-qasemi academ colleg of educ where she serv also as the head of civil engin department. maya usher teach assist receiv her b.a. and m.a. cum laud in commun studi from sapir academ colleg and ben gurion university- israel 2009; 2013 respectively. current maya is a phd. candid at the faculti of educ in scienc and technolog at the technion under the supervis of asst. prof. miri barak. her research focus on examin onlin collabor learn in small multicultur groups. muhammad khatib teach assist receiv hi b.sc in biochem engin from the technion � israel institut of technolog 2015. hi final research project conduct with prof. avi schroeder dealt with har liposome-bas drug deliveri system to applic in precis agriculture. current he perform hi ph.d. special track in the depart of chemic engin of the technion under the supervis of prof. hossam haick and hi research focus on self-heal devic for monitor infecti diseases. miri barak pedagog advisor assist professor at the faculti of educ in scienc and technolog technion- israel institut of technology. she is the head of the scienc and learn technolog group and the advisor of graduat students. her academ activ focu on develop integr and evalu scienc educ curricula at school and higher educ levels. her studi involv the use of inform and commun technolog ict with emphasi on emerg web-2.0 and cloud applic to foster meaning learn and high-ord thinking.chem engin nanosensor civil engin aerospac engin nanoparticl physic chemistri mechan engin nanoparticl nanotechnolog physical-science-and-engin chemistri

capston mooc for "android app development"advancedth capston project integr materi from throughout the android app develop special to exercis and assess the abil of learner to creat an interest android app. learner will appli knowledg and skill learn in previou mooc in thi special includ java program features; android activ broadcast receiv servic and content provid plu sqlite components; and unit integr and user interfac testing. the project itself is similar in scope to previou assign in the earlier mooc in the specialization. howev it is intent design to enabl learner to creat a custom app that demonstr their creativ and masteri of the special topics.stack abstract data type mobil develop softwar engin android develop android studio comput program mechan engin java program oper system electron computer-sci mobile-and-web-develop

meet investors' goalsintermediatein thi cours you will dive into the concept of ration and irration and understand how they impact our invest decis and what the consequ can be at the market level. you will first explor the differ bias that we as human are subject to when face invest decis and how they may impact the outcom of these decisions. moreov you will see how emot and ethic concern such as honesti and trust influenc market participants. when they are consid as a group rather than individu you will discov how ration and irration can drive asset price to and away from their fair value. final you will be present with differ portfolio construct methodolog and invest style that make up the landscap of today' portfolio manag industry. at key point throughout the cours you will benefit from the practic knowledg of expert from our corpor partner ub in how to build and manag clients' portfolios.fin cognit bia leadership and manag invest style invest market econom portfolio construct bia strategi invest strategi busi financ

digit media and market principlesadvancedth digit revolut ha led to a titan shift in the landscap of the market commun while also creat new opportun for busi to reach and engag consum through smart social and mobil media technologies. in thi cours you will learn about the impact of digit technolog on market commun strategi and practices. by understand the underli process of market commun and the core featur of new media technolog you can strateg select the appropri channel to deliv the right market messag to the right audienc at the right moment.market mobil market strategi market channel market econom digit market digit media media market social media social media market busi market

digit signal process 4 applicationsadvanceddigit signal process is the branch of engin that in the space of just a few decad ha enabl unpreced level of interperson commun and of on-demand entertainment. by rework the principl of electron telecommun and comput scienc into a unifi paradigm dsp is a the heart of the digit revolut that brought us cd dvd mp3 player mobil phone and countless other devices. the goal for student of thi cours will be to learn the fundament of digit signal process from the ground up. start from the basic definit of a discrete-tim signal we will work our way through fourier analysi filter design sampl interpol and quantiz to build a dsp toolset complet enough to analyz a practic commun system in detail. hands-on exampl and demonstr will be routin use to close the gap between theori and practice. to make the best of thi class it is recommend that you are profici in basic calculu and linear algebra; sever program exampl will be provid in the form of python notebook but you can use your favorit program languag to test the algorithm describ in the course.digit signal process imag process modem electron signal process algorithm satellit digit imag system data transmiss microcontrol imag compress physical-science-and-engin electrical-engin

introduct to solar cellsbeginnerhow do solar cell work whi do we need and how can we measur their efficiency? these are just some of the question introduct to solar cell tackles. whether you are look for gener insight in thi green technolog or your ambit is to pursu a career in solar �introduct to solar cells� is an excel start point. the cours is a tour through the fundament disciplin includ solar cell histori whi we need solar energi how solar cell produc power and how they work. dure the cours we cover mono- and multi-crystallin solar cell thin film solar cell and new emerg technologies. the cours includ hands-on exercis use virtual instrument interview with field expert and a comprehens collect of materi on solar cells. at the end of the cours you will have gain a fundament understand of the field. thi will allow you to identifi the most interest or relev aspect to be pursu in your futur studi or in your profession career.solar technolog manufactur process manag materi solar system energi solut solar energi solar cell manufactur energi renew energi energi consumpt physical-science-and-engin environmental-science-and-sustain

mind control manag your mental health dure covid-19beginnernev in the histori of human have so mani peopl been feel intens anxieti relat to covid-19 and the world it will leav in it wake. the intent of thi cours is to give you a deeper understand of the anxieti reaction as it relat to variou aspect of our current life rang from our consumpt of news to the way we talk to our children about this. i will also give you clear strategi for manag and in fact turn off the anxieti respons at least for short periods. my sincer hope is that you will leav thi cours with a better understand of how your brain react to crise along with some power tool for manag it befor it manag you. in thi cours we will cover 1.1 introduct and overview 1.2 understand the anxieti respons 1.3 the necess of strategi to manag anxieti 1.4 achiev relax a skill we all need to learn now 2.1 whi watch the new is addict and how to manag your consumpt 2.2 the critic art of mental distract to crowd out stressor 2.3 how we think about physic distanc and explain it to our children 3.1 the effect of isol 3.2 some strategi to make isol more toler 3.3 the import of social connect in a physic distanc world 4.1 the need to guard against depress the import of control 4.2 bring it togeth practic make profici 4.3 invit to suggest addit videospandem mind control medit anxieti mental health control manag stress leadership and manag psycholog stress manag life-sci psycholog

get start with aw machin learningbeginnermachin learn ml is one of the fastest grow area in technolog and a highli sought after skillset in today� job market. the world econom forum state the growth of artifici intellig ai could creat 58 million net new job in the next few year yet it� estim that current there are 300 000 ai engin worldwid but million are needed. thi mean there is a uniqu and immedi opportun for you to get start with learn the essenti ml concept that are use to build ai applic � no matter what your skill level are. learn the foundat of ml now will help you keep pace with thi growth expand your skill and even help advanc your career. thi cours will teach you how to get start with aw machin learning. key topic includ machin learn on aw comput vision on aw and natur languag process nlp on aws. each topic consist of sever modul deep-div into varieti of ml concept aw servic as well as insight from expert to put the concept into practice.natur languag process machin learn human learn comput vision amazon web servic machin learn algorithm web algorithm deep learn web servic data-sci machine-learn

essenti of corpor financ capstoneintermediateth capston project is the final part of the essenti of corpor financi analysi and decision-mak mooc specialization. the capston is design to allow student to bring togeth the skill acquir and knowledg gain over the preced four cours of the special by take on the role of a financi analyst task with advis a wealthi privat client on a signific strateg invest in a larg list firm oper across the globe. view the mooc promot video here http//tinyurl.com/j9fqv25mathemat financ corpor bond leadership and manag financi analysi financ .bit report analysi invest trade invest bank busi financ

softwar design as an abstractionadvancedth design step in develop softwar ha some uniqu characteristics. first of all it� the onli step where draw pictur of thing is the norm. whi is that? what do pictur do that other represent cannot do? pictur have vari level of detail; pictur have context. pictures�paint a picture. whi are these thing important? in thi cours too we begin look at other disciplin build architectur is a favorit one for lesson on design.abstract user interfac design front and back end user experi lambda calculu databas design databas server design pattern softwar develop process softwar design computer-sci software-develop

modern robot cours 3 robot dynamicsadvanceddo you want to know how robot work? are you interest in robot as a career? are you will to invest the effort to learn fundament mathemat model techniqu that are use in all subfield of robotics? if so then the "modern robot mechan plan and control" special may be for you. thi special consist of six short cours is seriou prepar for seriou student who hope to work in the field of robot or to undertak advanc study. it is not a sampler. in cours 3 of the special robot dynam you will learn effici numer algorithm for forward dynam calcul the robot' acceler given it configur veloc and joint forc and torqu and invers dynam calcul the requir joint forc and torqu given the robot' configur veloc and acceleration. the former is use for simul and the latter is use for robot control. you will also learn how to plan robot trajectori subject to dynam constraints. thi cours follow the textbook "modern robot mechan plan and control" lynch and park cambridg univers press 2017. you can purchas the book or use the free preprint pdf. you will build on a librari of robot softwar in the languag of your choic among python mathematica and matlab and use the free cross-platform robot simul v-rep which allow you to work with state-of-the-art robot in the comfort of your own home and with zero financi investment.simul robot polynomi time-scal calculu algorithm torqu path variabl actuat matrix differ equat invers element physical-science-and-engin mechanical-engin

frozen in the ice explor the arcticintermediatewhi would hundr of scientist from around the world intent freez a ship in arctic sea ice for an entir year brave subzero temperatur and month of polar darkness? thi may sound like a fiction adventur movi plot but from septemb 2019 through octob 2020 the mosaic multidisciplinari drift observatori for the studi of arctic climat arctic research expedit did just this. in thi cours you�ll hear directli from mosaic scientist and arctic expert as they describ whi thi expedit is so key for increas our understand of the arctic and global climat system and what kind of data they will be collect dure mosaic on the ice under the sea and in the air. the cours kick off with content around arctic geographi climat and explor histori and then walk learner through the basic of the compon of the arctic system atmospher ocean sea ice and ecosystems. you will also learn how the data collect dure mosaic will be use to improv climat model projections. final we will wrap up the cours by explor challeng the new arctic face includ how indigen peopl in the arctic are be impact in differ way by a chang arctic environment.freez energi budget carbon cycl nutrient cycl climat chang nutrient energi ecosystem chemistri ecosystem physical-science-and-engin research-method

be your best creativ selfbeginnerwelcom to be your best creativ self the second cours in the person develop for profession success specialization. thi cours is for creativ profession who want to work more effici and at higher level of both job satisfact and success. as student work through thi cours they will � learn to make the creativ state more reliabl and product � fine-tun their person brand so that they present themselv posit and accur � learn basic skill for work with other that will help to avoid trap as well as to enabl success as much as anyth thi is a survival-skil class design to help creativ profession take control of their careers. the assign and exercis are intend to build a creativ commun in which student gain confid and grow together.brainstorm person brand creativ brand color psycholog psycholog of self happi write creativ write photographi busi business-essenti

weight manag beyond balanc caloriesbeginneracross the globe more peopl are suffer from obes than at ani other time in our history. whi ha obes becom so common and so challenging? in thi cours we will look at the root caus of obes as explain by the latest science. we will see how our food environ ha evolv over the last half-centuri and how it is alter our biolog to over-consum calori and resist sustain weight loss. we will also see how stress a sedentari lifestyl and inadequ sleep disrupt our appetit control system to promot gain weight. by develop a better understand of the physiolog behind obes you will learn how to work with your bodi to prevent and manag weight gain. thi cours will also provid practic tool and strategi for creat a long-term sustain weight manag plan to leverag your habit and your surroundings.leadership and manag nutrit diet stress healthi diet plan diet stress manag weight loss eat life-sci nutrit

the fall and rise of jerusalembeginnerth destruct of the first templ in jerusalem and the babylonian exil were a great catastroph in the histori of the jewish nation. what realli happen dure that dark fate age and how did new opportun aris from the ashes?i-dea archeolog histori religion bibl cultur can tea israel art histori conquest arts-and-human histori

hardwar descript languag for fpga designintermediatethi cours can also be taken for academ credit as ecea 5361 part of cu boulder� master of scienc in electr engin degree. hardwar descript languag for logic design enabl student to design circuit use vhdl and verilog the most widespread design method for fpga design. it use natur learn process to make learn the languag easy. simpl first exampl are present then languag rule and syntax follow by more complex exampl and then final use of test bench simul to verifi correct of the designs. lectur present are reinforc by mani program exampl problem so that skill in the languag is obtained. after complet thi cours each student will have fundament profici in both languag and more importantli enough knowledg to continu learn and gain expertis in verilog and vhdl on their own.combinator verilog combin logic simul languag simulink port test bench circuit design hardwar descript languag physical-science-and-engin electrical-engin

hyperparamet tune with neural network intelligencebeginnerin thi 2-hour long guid project we will learn the basic of use microsoft' neural network intellig nni toolkit and will use it to run a hyperparamet tune experi on a neural network. nni is an open sourc automl toolkit creat by microsoft which can help machin learn practition autom featur engin hyperparamet tune neural architectur search and model compression. in thi guid project we are go to take a look at use nni to perform hyperparamet tuning. pleas note that we are go to learn to use the nni toolkit for hyperparamet tune and are not go to implement the tune algorithm ourselves. we will use the popular mnist dataset and train a simpl neural network to learn to classifi imag of hand-written digit from the dataset. onc a basic script is in place we will use the nni toolkit to run a hyperparamet tune experi to find optim valu for batch size learn rate choic of activ function for the hidden layer number of hidden unit for the hidden layer and dropout rate for the dropout layer. to be abl to complet thi project success you should be familiar with the python program language. you should also be familiar with neural network tensorflow and keras. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.artifici neural network activ function machin learn experi euler' totient function tensorflow open sourc hyperparamet mathemat optim python program data-sci machine-learn

reinforc learn for trade strategiesconversantin the final cours from the machin learn for trade special you will be introduc to reinforc learn rl and the benefit of use reinforc learn in trade strategies. you will learn how rl ha been integr with neural network and review lstm and how they can be appli to time seri data. by the end of the cours you will be abl to build trade strategi use reinforc learn differenti between actor-bas polici and value-bas polici and incorpor rl into a momentum trade strategy. to be success in thi cours you should have advanc compet in python program and familiar with pertin librari for machin learn such as scikit-learn statsmodel and pandas. experi with sql is recommended. you should have a background in statist expect valu and standard deviat gaussian distribut higher moment probabl linear regress and foundat knowledg of financi market equiti bond deriv market structur hedging.reinforc algorithm trade stock trade strategi reinforc learn artifici neural network time seri strategi trade machin learn data-sci machine-learn

state estim and local for self-driv carsbeginnerwelcom to state estim and local for self-driv car the second cours in univers of toronto� self-driv car specialization. we recommend you take the first cours in the special prior to take thi course. thi cours will introduc you to the differ sensor and how we can use them for state estim and local in a self-driv car. by the end of thi cours you will be abl to - understand the key method for paramet and state estim use for autonom drive such as the method of least-squar - develop a model for typic vehicl local sensor includ gp and imu - appli extend and unscent kalman filter to a vehicl state estim problem - understand lidar scan match and the iter closest point algorithm - appli these tool to fuse multipl sensor stream into a singl state estim for a self-driv car for the final project in thi cours you will implement the error-st extend kalman filter es-ekf to local a vehicl use data from the carla simulator. thi is an advanc cours intend for learner with a background in mechan engin comput and electr engin or robotics. to succeed in thi cours you should have program experi in python 3.0 familiar with linear algebra matric vector matrix multipl rank eigenvalu and vector and invers statist gaussian probabl distribut calculu and physic forc moment inertia newton' laws.estim algorithm kalman filter extend kalman filter comput program least squar jacobian matrix and determin python program maximum likelihood estim point cloud computer-sci software-develop

busi english capston projectadvancedth capston project will give you opportun to demonstr your compet in the learn object for thi specialization. for the project you�ll use formal written method and more casual visual and audio method of commun to demonstr your abil to use languag appropri for differ busi contexts. the goal of thi cours is to demonstr compet in write and present a plan use skill and languag appropri for business. cours learn object �\tuse appropri vocabulari to write a mini busi plan �\tcommun a busi plan oral in an organ and engag presentationenglish languag commun email write busi commun present busi plan plan write peer review negoti language-learn learning-english

differenti equat for engineersbeginnerthi cours is about differenti equat and cover materi that all engin should know. both basic theori and applic are taught. in the first five week we will learn about ordinari differenti equat and in the final week partial differenti equations. the cours is compos of 56 short lectur video with a few simpl problem to solv follow each lecture. and after each substanti topic there is a short practic quiz. solut to the problem and practic quizz can be found in instructor-provid lectur notes. there are a total of six week in the cours and at the end of each week there is an assess quiz. lectur note can be download from http//www.math.ust.hk/~machas/differential-equations-for-engineers.pdfdifferenti equat partial deriv matric laplac transform appli to differenti equat integr ordinari differenti equat numer analysi eigenvalu and eigenvector partial differenti equat period function math-and-log math-and-log

astrotech the scienc and technolog behind astronom discoverybeginner"how do they know that?" modern astronomi ha made some astonish discoveri - how star burn and how black hole form; galaxi from the edg of the univers and killer rock right next door; where the element come from and how the expand univers is accelerating. but how do we know all that? the truth is that astronomi would be imposs without technolog and everi advanc in astronomi is realli an advanc in technology. but the technolog by itself is not enough. we have to appli it critic with a knowledg of physic to unlock the secret of the universe. each week we will cover a differ aspect of astronom technolog match each piec of technolog to a highlight scienc result. we will explain how the technolog work how it ha allow us to collect astronom data and with some basic physic how we interpret the data to make scientif discoveries. the class will consist of video lectur weekli quizz and discuss forums. each week there will be five video total approxim 40 minutes. they will be in a regular pattern - a short introduct an exampl scienc stori an explan of the key technolog area a look at how the technolog is use in practic and final a look at what the futur may hold.solar system energi astronomi spacecraft commun hole chemistri interplanetari internet physic virtual observatori astrobiolog physical-science-and-engin physics-and-astronomi

learn to teach java arraylist and 2d arraysadvancedlearn to program with arraylist and 2-d array in java and prepar to teach other use the free onlin interact cs awesom textbook. in thi cours for teacher we'll guid you both in learn java concept and skill but also in how to effect teach those to your students. thi cours will support you in teach the advanc placement comput scienc a cours or a similar introductori university-level program course. we'll cover the java concept of arraylist and 2-dimension array as cover in the apc a unit 7 and 8. each topic will begin by relat java to block-bas program languag and then provid video overview of cs awesom content along with addit materi to supplement learn for your students. you'll engag with addit materi to support your teach includ "deep dive" classroom discuss question assess overview code trace and problem solv skill for your student includ prepar for free respons code questions.test case method comput program approxim error sort market segment number spreadsheet code segment evalu resourc array social-sci educ

optim your googl cloud platform (gcp) costsadvancedoptim your googl cloud platform gcp cost is the second cours in a two-part seri on gcp bill and cost manag essentials. thi cours is most suitabl for those in a financ and/or it relat role respons for optim their organization� cloud infrastructure. you'll learn sever way to control and optim your gcp cost includ set up budget and alert manag quota limit and take advantag of commit use discounts. in the hands-on lab you�ll practic use variou tool to control and optim your gcp cost or to influenc your technolog team to appli the cost optim best practices.run googl cloud platform resourc budget discount ip address cost orphan cost control mathemat optim information-technolog cloud-comput

python project pillow tesseract and opencvconversantthi cours will walk you through a hands-on project suitabl for a portfolio. you will be introduc to third-parti api and will be shown how to manipul imag use the python imag librari pillow how to appli optic charact recognit to imag to recogn text tesseract and py-tesseract and how to identifi face in imag use the popular opencv library. by the end of the cours you will have work with three differ librari avail for python 3 to creat a real-world data-analysi project. the cours is best-suit for learner who have taken the first four cours of the python 3 program specialization. learner who alreadi have python program skill but want to practic with a hands-on real-world data-analysi project can also benefit from thi course. thi is the fifth and final cours in the python 3 program specialization.comput vision opencv optic charact recognit imag file format softwar imag process python librari tesseract softwar comput program python program computer-sci software-develop

chemistrynot calibratedthi cours is design to cover subject in advanc high school chemistri cours correl to the standard topic as establish by the american chemic society. thi cours is a precursor to the advanc chemistri coursera course. area that are cover includ atom structur period trend compound reaction and stoichiometri bond and thermochemistry.chem engin energi order pair combin problem solv product-form solut chemistri analysi stoichiometri compound physical-science-and-engin chemistri

detect and mitig cyber threat and attacksintermediatecomput attack and data breach are inevitable. it seem like everi day a data breach occur and the victim of the data breach suffer. their inform is stolen or post online. the company� or busi who had the breach go on learn a littl from the attack and just give credit monitor out as if noth happened. what if you could help prevent a data breach in your organization? thi is the third cours in the practic comput secur specialization. thi cours look at detect and mitig of threat and attack vector and discuss how to use tool and principl to protect information. by the end of the cours you should be abl to make suggest on what type of detect and mitig strategi is right for your system or busi given the known threat and attack vectors. you should be abl to discuss what featur you want in a firewal or how cash regist or sensit data system should be secured. the project at the end of the cours will allow you to appli what you have learn to argu what type of detect and mitig strategi should have been employ by compani and busi that have suffer a data breach.data breach defens breach secur exploit secur manag threat intrus detect system ossec order pair secur comput secur incid manag information-technolog secur

program for everybodi (get start with python)conversantthi cours aim to teach everyon the basic of program comput use python. we cover the basic of how one construct a program from a seri of simpl instruct in python. the cours ha no pre-requisit and avoid all but the simplest mathematics. anyon with moder comput experi should be abl to master the materi in thi course. thi cours will cover chapter 1-5 of the textbook �python for everybody�. onc a student complet thi cours they will be readi to take more advanc program courses. thi cours cover python 3.syntax languag semant comput program euler' totient function for loop python syntax and semant while loop basic program languag python program computer-sci software-develop

trade basicsintermediateth purpos of thi cours is to equip you with the knowledg requir to comprehend the financi statement of a compani and understand the variou transact that take place in the stock market so that you can replic the strategi discov by the extant academ literature. the first part of the cours provid a brief introduct to financi statement and variou common file of firms. you will learn how to obtain inform regard a company' perform from them and use the inform to build trade strategies. next you are taught basic asset price theori so that you will be abl to calcul the expect return of a stock or a portfolio. final you will be introduc to the actual function of asset market type of player in the market differ type of order and the effici way and opportun time to execut them trade cost and way of minim them the concept of liquid .etc. thi knowledg is requir to develop effici algorithm to execut variou trade strategies.trad market econom price financi ratio financ financi statement strategi trade strategi analysi stock busi financ

fundament of fluid-solid interactionsadvancedwhat is fluid-solid interact ? it is what happen when the motion of a fluid and of a solid are somehow coupled. thi happen all the time around you when leav flutter in the wind insid you when your heart beat abov you when wing of a plane vibrat under the sea... the idea behind thi mooc is to give you the basic tool to be abl to predict and eventu mitig thing call flutter gallop slosh vortex-induc vibrat ad mass to cite a few. we are go to consid ani possibl domain of applic such as civil engin aerospac engin nuclear engin ocean engin biomechan and even food process ! thi is whi we call the cours �fundament of fluid solid interact �. there are so mani phenomena and so mani model that we need to work togeth on the basic mechan . if you want to see how fluid-solid interact work and be abl to use that knowledg join us ! a first session of the cours wa run in earli 2016 with learner from over 100 countries. it is now avail with subtitl in english and now in chinese. see the video at http//goo.gl/yksmndchem engin flow network food process simul model fluid mechan mechan engin civil engin comput fluid dynam physic physical-science-and-engin mechanical-engin

solv complex problem capstonebeginnerfrom the veri start of the special your assign will be gear toward tackl a complex issu of your choic that you face in your career path industri or field. each phase of the cours build up to a brief paper that analyz evalu and attempt to solv a highli complex problem. not onli doe thi cours teach you a skill set but it put you further down the road in understand the problem of your chosen field. it advanc your knowledg of your own field by teach you to look at it in new ways. thi is the capston where the scaffold of our problem solv and innov skill will bear fruit in a seri of preparatori assign to make your brief paper as effect as possible.writ geolog career career counsel system think multidisciplinari approach grief counsel continu function project problem solv busi leadership-and-manag

eas the burden of obes diabet and cardiovascular diseaseintermediatethi cours is multidisciplinari in natur and aim to equip the global audienc of interest lay peopl peopl with chronic diseas public health research health clinician student administr and research to reflect on the overal impact of the burden of chronic diseas . it show how all chronic diseas obes diabet cardiovascular diseas chronic obstruct pulmonari diseas and cancer are relat by a set of common caus and that such diseas should be tackl not individu but as part of a complex system with interrel contribut factors. these factor are genet environment psycholog econom social development and media related. the charl perkin centr at the univers of sydney is a uniqu interdisciplinari educ and research hub which seek solut to chronic diseas through a complex system approach. academ in mani disciplin in scienc and medicin but also in architectur human law etc work in a collabor fashion to produc novel solut to the problem of chronic disease. all contributor and particip in thi cours are member of the charl perkin centr and will speak from the uniqu interdisciplinari perspect that thi centr affords. the cours will describ a complex system approach as the most product way to eas the burden of chronic disease. it then describ these diseas in detail their risk factor and the environment and biolog factor that have led to the current epidem of obes diabet and cardiovascular disease. final the solut � and more importantli the process for find solutions- is the subject of the last module. no one approach by itself can ever be the answer and certainli not a simpl diet and exercis approach. the entir cours consist of 5 content modul plu an extra modul for complet assign and discuss and take about 6 week to complete. complet certif are issu on the basi of particip in all 6 modules. what you'll learn -\thow the charl perkin centr recruit interdisciplinari team to eas the burden of chronic diseas -\thow a complex system approach is necessari to provid solut to a complex problem -\tthe fundament of chronic diseas research and where it is head -\tthe biggest risk factor for chronic diseas and their global incid -\tthe biolog genet social regulatori and other influenc that have inflat these risk factor -\thow to provid solut global for the reduct of chronic diseaserisk physic activ medicin risk factor diseas diabet agricultur nutrit obes risk factor life-sci public-health

transform communitiesbeginnerthi cours focus on commun and organ in transit and use the skill and new knowledg you have to lead change. in thi cours we will discuss fundament of sustain and resilience. we then go over the essenti of be a chang maker. thi cours will provid further opportun for skill building. we will go over asset map and need assess two import skill that will be use for you to work with your client so understand commun and organiz need and have broad engag and use a systems-bas approach to so that that the commun can defin it own need and identifi it own assets. thi cours will have three modules. sustain & resili will provid the basic principl of sustain and resili so that you will know the differ of these concept and potenti mean of implement them in your workplac and place of practice. in need assess & asset map i will go over two import techniqu that provid the commun and organ need front and center and allow you to engag stakehold so that they have a voic and are involv throughout the process. system think for chang will focu on use system think principl as a changemak and provid tip and motiv for make change. whether you work in a fortun 500 compani or a small non-profit are a commun organ it is time for you to step up and step out and put your new knowledg into practice. the road won�t alway be easi and often non-liner. but real chang requir radic chang and true and genuin engag with the peopl who will see and experi that chang everi day.commun develop need assess tripl bottom line sustain commun engag asset thought resili principl system think busi leadership-and-manag

foundat of teach for learn develop relationshipsintermediateth foundat of teach for learn programm is for anyon who is teach or who would like to teach in ani subject and ani context - be it at school at home or in the workplace. with dynam lesson taught by establish and respect profession from across the commonwealth thi eight cours programm will see you develop and strengthen your skill in teach profession assess and more. as you carri on through the programm you will find yourself strengthen not onli your skill but your connect with colleagu across the globe. a profession develop opportun not to be missed. posit relationship with student support children' learning. posit relationship with colleagu and school leader help school improvement. thi cours help teacher develop strong relationship with famili and colleagues. enhanc your cours by join the commonwealth teach commun on our websit facebook and twitter.semigroup action parent child care strategi parent leadership teach motiv school counsel educ social-sci educ

data manag for clinic researchintermediatethi cours present critic concept and practic method to support plan collect storag and dissemin of data in clinic research. understand and implement solid data manag principl is critic for ani scientif domain. regardless of your current or anticip role in the research enterpris a strong work knowledg and skill set in data manag principl and practic will increas your product and improv your science. our goal is to use these modul to help you learn and practic thi skill set. thi cours assum veri littl current knowledg of technolog other than how to oper a web browser. we will focu on practic lesson short quizz and hands-on exercis as we explor togeth best practic for data management.redcap human learn data manag survey design plan clinic data manag electron leadership and manag clinic trial clinic research life-sci research

discount cash flow modelingintermediatebi the end of the project you will be abl to valu a company� share use the discount cash flow model approach. attent to take thi cours it is requir that you are familiar with the weight averag cost of capit and capit asset price model concepts. you can gain them by take the guid project introduct to valuat with wacc. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi marketcash flow equiti valu financi model financ model secur research discount cash flow enterpris valu flow network data analysi busi financ

code yourself! an introduct to programmingconversanthav you ever wish you knew how to program but had no idea where to start from? thi cours will teach you how to program in scratch an easi to use visual program language. more importantli it will introduc you to the fundament principl of comput and it will help you think like a softwar engineer.bas program languag languag scratch program languag algorithm program tool comput program softwar design comput program softwar engin softwar computer-sci software-develop

understand medic research your facebook friend is wrongbeginnerhow can you tell if the bold headlin seen on social media are truli tout the next big thing or if the articl isn't worth the paper it' print on? understand medic studi will provid you with the tool and skill you need to critic interpret medic studi and determin for yourself the differ between good and bad science. the cours cover study-design research method and statist interpretation. it also delv into the dark side of medic research by cover fraud bias and common misinterpret of data. each lesson will highlight case-studi from real-world journal articles. by the end of thi cours you'll have the tool you need to determin the trustworthi of the scientif inform you'r read and of cours whether or not your facebook friend is wrong.statist test confound experi rel chang and differ rel risk multipl comparison gener statist propens score match medic research causal life-sci research

recov the humankind' past and save the univers heritageintermediatearchaeolog is among human scienc the disciplin with the strongest import for the rediscoveri but also for the preserv and protect of cultur heritag as humankind� univers patrimony. you will be introduc to the way we ourselv reflect on and are engag with the studi of human past from the practic and materi recoveri of ancient trace in the field to the studi and interpretation. on the other hand the discoveri of human past impli the correct conserv and present for both expert and gener public the studi and protect of the past we share everi day prevent from ani possibl destruct misus abus and thu cancel of human memory. �recov the humankind' past and save the univers heritage� present to a larg public archaeolog as a histor disciplin through an inter-disciplinari perspect you will follow the evolut and chang of archaeolog to the moment when natur scienc contribut to make the histor reconstruct scientif sound; the aid of informat and of virtual reconstruct give new fascin to the alreadi strong suggest of archaeolog as the disciplin of discoveri par excellence. within thi frame ebla which is the glori of the sapienza school of orient archaeolog will have an exemplari mean in the cours develop as a long last experi on the field and an excel exampl of the scientif result of combin research and disciplines. moreov the cours will focu on actual innov instrument to preserv monitor and give valu to cultur heritag through a multidisciplinari approach base on a deep archaeolog and histor knowledg but also on ict technologies. the wide adopt of ict technolog in our daili life is also impact in the way in which we interact with our cultur heritag in particular in term of preserv and dissemin of cultur objects. in thi cours you will learn the basic techniqu to digit cultur object and obtain 3d digit copi of a physic object such as statu vase or archaeolog sites. we will also discuss how to structur the raw data in order to facilit and make effect the access to digit contents. in particular we will present the european data model a framework for collect connect and enrich data on cultur object provid by a number of museum archiv site and librari in europe.glob art save histor sourc scientif method case studi dissemin archeolog histori interpret arts-and-human histori

the newborn assessmentintermediatein your previou cours you learn some medic intervent and skill to keep newborn healthi in the day and week after they have been born. in thi cours you will learn what some addit skill that medic provid do to keep babi healthy. the newborn assess cours will walk you through the physic examin from head to toe. you are go to learn that thi is so much we can discov just by look at a baby. and ye we will be listen too and discuss how medic equip such as a stethoscop or a puls oximet can help in your exam. you will begin to be abl to distinguish some normal find from some abnorm findings. a newborn babi is an amaz beauti life fill with hope. there is so much that goe into make sure that babi are born healthi and so much more to think about after they are born. whether you are in the health care field or even a parent thi cours is the perfect educ opportun for you to keep newborn babi healthi in the day and week after they are born!sign oxygen diseas lesion heart diseas symptom parent human error assess and reduct techniqu health care abdomen life-sci public-health

cloud comput basic (cloud 101)intermediatewelcom to cloud comput basic cloud 101. over the next few week we will discuss the basic of cloud comput what it is what it support and how it is delivered. we will delv into storag servic cloud econom level of manag infrastructur and azur services. we will also explor differ deploy model of cloud comput as well as sever host scenarios. last but not least we will compar some of the cloud platform and discuss the futur of cloud computing.web googl cloud platform cloud platform cloud applic web servic internet of thing softwar as a servic microsoft azur cloud comput cloud storag information-technolog cloud-comput

imag and link in htmlbeginnerin thi project you will write the html code to incorpor imag and link into a web page. you will use a text editor call notepad++ to write your code and the chrome browser to display the result web page. sinc a websit is often call upon to attract attent imag are an import part of the both the content and the layout of a web page. know how to incorpor the imag is just a part of the picture. there are also design and legal issu that come into play. also critic to a website� success is the abil to link from page to page or section to section. by then end of the cours you will have creat a web page that includ an imag and links�and even put them togeth to make an imag link. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.i-dea web page comput graphic html web develop text editor surround sound display devic project mine web computer-sci mobile-and-web-develop

edivet do you have what it take to be a veterinarian?beginnerthi cours is for anyon interest in learn more about veterinari medicin give a �taster� of cours cover in the first year of a veterinari degre and an idea of what it is like to studi veterinari medicine.histori of veterinari medicin veterinari anim observ experi histori veterinari medicin anatomi anim anatomi medicin life-sci animal-health

foundat of public health practic the public health approachintermediateth public health approach cours is the first instal of the wider foundat of public health practic specialis from imperi colleg london' global master of public health mph. the scope and content of thi cours ha been develop from the ground up by a combin team of academ and practition draw on decad of real-world public health experi as well as deep academ knowledge. through short video lectur practition interview and a wide rang of interact activ learner will be immers in the world of public health practice. design for those new to the disciplin over four modul intend for four week of learn learner will becom familiar with the scope origin ethic principl and paradigm of public health practice. but there is also import foundat content for those come from more experienc practition backgrounds. the 'public health approach' is a phrase that is use wide to describ an up-stream prevent values-driven and evidence-bas approach to improv popul health. by the end of thi cours learner will be confid with identifi and describ a wide rang of public health challeng use the languag and refer point of the public health profession. the subsequ cours requir the knowledg from thi cours as learner will be introduc to the public health toolkit of health need assess and evalu befor take deeper dive into behaviour chang and health protection.wal microbiolog determin occup safeti and health administr prevent influenc public health popul determin of health biomedicin life-sci public-health

analyz text data with yellowbrickbeginnerwelcom to thi project-bas cours on analyz text data with yellowbrick. task such as assess document similar topic model and other text mine endeavor are predic on the notion of "closeness" or "similarity" between documents. in thi cours we defin variou distanc metric e.g. euclidean ham cosin manhattan etc and understand their merit and shortcom as they relat to document similarity. we will appli these metric on document within a specif corpu and visual our results. by the end of thi cours you will be abl to confid use visual diagnost tool from yellowbrick to steer your machin learn workflow vector text data use tf-idf and cluster document use embed techniqu and appropri metrics. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt yellowbrick and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.text corpu data analysi machin learn text mine document topic model data mine data cluster algorithm python program project data-sci machine-learn

intellectu chang in earli china war state and hanintermediatethi sequenc of four cours will propos a multi-disciplinari approach to the studi of chines cultur histori conceiv of as a success of mode of ration philosoph bureaucrat and economic. the focu will be on the moment of paradigm shift from one mode of ration to another. for each of these moment cultur fact and artifacts�thought literatur ritual�wil be examin in relationship to chang social polit and econom systems. the first two cours will cover the period of the war state 481-256 bce and the period of divis 220-589 ce with a brief excurs into the han 206 bce-220 ce. the war state laid the social and cultur foundat for the emerg of the imperi mode of rationality; the period of divis saw the buddhist �conquest� of china and the emerg of a ration defin by the opposit of the three teach to shaman that is of a clear contrast between elit and popular culture. the third and fourth cours will focu on the emerg of modern china in the song-yuan 960-1368 and of today� china 1850 to the present. we will see how the modern attack on religion redefin as "superstition" led not onli to religi reform movement but also to a societi in which scienc and the nation becam the primari valu system promot by the state. the cours are list below a critic cultur histori of china - earli china i intellectu chang in the war state and han 481 bce-220 ce a critic cultur histori of china - earli china ii religi transform in the period of divis 220-589 ce a critic cultur histori of china - modern china i religion and thought in the song jin and yuan 960-1368 a critic cultur histori of china - modern china ii structur valu 1850-2015languag religion war shaman i-dea chines languag latex heal intellectu histori arts-and-human histori

literaci teach and learn aim approach and pedagogiesadvancedthi cours open with an explor of the social context and aim of literaci teach and learning. it goe on to describ a rang of histor and contemporari approach to literaci pedagogi includ didact authent function and critic approaches. the cours take ha a 'multiliteracies' perspect which aim to expand the definit of literaci to encompass today' multimod commun and the divers of literaci across differ social and culltur contexts. a multiliteraci approach also suggest a broad rang of activ types�experienti conceptu analyt and critical. -------------------------------- recommend background -------------------------------- thi cours is design for peopl interest in literaci teach and learn includ peopl who may wish to join educ as a profess practic teacher interest in explor futur direct for a vocat that is current undergo transform and commun and workplac leader who regard their mission to be in part "educative." -------------------------------- relat resourc -------------------------------- thi cours is base on the follow book https//www.amazon.com/literacies-mary-kalantzis/dp/1107402190 addit onlin resourc are avail here https//newlearningonline.com/literaci https//newlearningonline.com/transpositional-grammar -------------------------------- take thi cours for credit at the univers of illinoi -------------------------------- thi cours ha the same content and anticip the same level of contribut by student in the e-learn ecolog cours offer to graduat certif master and doctor level student in the learn design and leadership program in the colleg of educ at the univers of illinois. of cours in the natur of mooc mani peopl will just want to view the video and casual join some of the discussions. some peopl say that these limit kind of particip offer evid that mooc suffer from low retent rates. far from it � we say that ani level of engag is good engagement. on the other hand if you would like to take thi cours for credit at the univers of illinoi you will find more inform about our program here https//newlearningonline.com/kalantzis-and-cope/learning-design-and-leadership-program and you can appli here https//education.illinois.edu/epol/programs-degrees/ldl -------------------------------- the learn design and leadership seri of mooc -------------------------------- thi cours is one of a seri of eight mooc creat by bill cope and mari kalantzi for the learn design and leadership program at the univers of illinois. if you find thi mooc help pleas join us in others! e-learn ecolog innov approach to teach and learn for the digit age https//www.coursera.org/learn/elearn new learn principl and pattern of pedagogi https//www.coursera.org/learn/newlearn assess for learn https//www.coursera.org/learn/assessmentforlearn learn knowledg and human develop https//www.coursera.org/learn/learning-knowledge-human-develop ubiquit learn and instruct technolog https//www.coursera.org/learn/ubiquitouslearn negoti learner differ toward product divers in learn https//www.coursera.org/learn/learnerdiffer literaci teach and learn aim approach and pedagogi https//www.coursera.org/learn/literacy-teaching-learn multimod literaci commun and learn in the era of digit media https//www.coursera.org/learn/multimodal-literaciespedagogi english grammar media literaci human commun english languag resourc educ linguist instruct design languag social-sci educ

russian for beginn 1. ??????? ???? a1beginnerrussian is consid to be one of the world' most difficult languages. thi cours is aim at help those who are interest in understand the basic of russian language. everi unit of the cours consist of sever part explain vocabulari phonet pronunci grammar and provid exampl of simpl dialogu in russian. upon complet of the cours student will have learn the structur of simpl narr and interrog sentences; the format of russian names; the three gender of nouns; the differ between russian adject and adverb and their uses; the use of verb in the present and past tens as well as their conjugation. the cours contain more than 100 new word and convers phrase provid the learner with a basic vocabulari for everyday communication.languag phonet listen augment assign adject tongu russian mother japanes languag languag learn language-learn other-languag

understand russian context of intercultur communicationadvancedin the cours �understand russian context of intercultur communications" we will 1\tbuild skill in the analysi of the intercultur commun process use russian-western commun as an example. 2\tappli the knowledg of interrel between differ context of commun cultur institut profession social interperson etc. to the cultur histori and nation psycholog of russians. the purpos of the cours is to provid the student with a broad overview of the basic principl govern the past the present and the futur interact between russia and the west with a focu on the cultur and nation psycholog of russian and western europeans. for exampl we will look at the case when basic cultur valu of russian show up through the linguist choic shape languag product which is consequ misattribut by western partners. no matter what the languag of intercultur commun is � russian or english � the mean of mani linguist express may be reconstruct wrongli by the repres of anoth culture. some of the basic question we will tackl are �\twhat are the concept of cultur that have the strongest influenc on communication? �\twhat are russian basic cultur valu and how they shape modern russian consciousness? �\twhat are the specif commun pattern of modern russian includ those of public and electron discourse? �\twhat is import to know about commun with russian in organiz contexts? importantli thi cours is not just a list of practic instruct of do and don�t of deal with russians. the cours contain a substanti academ compon introduc the key notion and concept of the theori of commun which will be extens introduc throughout the first few modul of the course. these theoret ground will be further on use as a tool for analyz the intercultur commun with russians. do you have technic problems? write to us coursera@hse.rulinguist interact interperson commun commun russian languag cultur intercultur commun educ program cross-cultur commun arts-and-human histori

class creation in object orient pythonbeginnerpython is an object orient language. object orient languag allow the develop to think in term of real-world object such as peopl car and anim for example. in the procedur realm develop think in term of function or procedur and the data those function act on. by use object the data can be combin with function � a person ha eye color an anim ha behavior etc. thi can lead to program that are easier to understand maintain and reuse. in thi cours you will creat a python applic in which you will creat a class definit creat a constructor for the class creat object instanc of the class and sort a list of object creat from a file. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.objective-c crt0 c++ order pair python program sort comput program class comput program euler' totient function object-ori program computer-sci software-develop

discret mathematicsadvanceddiscret mathemat form the mathemat foundat of comput and inform science. it is also a fascin subject in itself. learner will becom familiar with a broad rang of mathemat object like set function relat graph that are omnipres in comput science. perhap more importantli they will reach a certain level of mathemat matur - be abl to understand formal statement and their proofs; come up with rigor proof themselves; and come up with interest results. thi cours attempt to be rigor without be overli formal. thi mean for everi concept we introduc we will show at least one interest and non-trivi result and give a full proof. howev we will do so without too much formal notat employ exampl and figur whenev possible. the main topic of thi cours are 1 set function relat 2 enum combinator 3 graph theori 4 network flow and matchings. it doe not cover modular arithmet algebra and logic sinc these topic have a slightli differ flavor and becaus there are alreadi sever cours on coursera specif on these topics.polynomi discret mathemat euler' totient function closed-form express span tree number spreadsheet augment assign theoret comput scienc order by graph math-and-log math-and-log

fundament of negoti with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. thi cours will examin negoti and explor the tool you need in order to negoti confid as you pursu opportun for busi growth. you will consid some common assumpt and preconcept about negotiation; identifi your prefer style of negotiation; and review how it compar with the style of others. you will then explor the practic and psycholog prepar necessari for success negoti and discov effect listen tactics. at the end of thi cours you will work through a negoti scenario to appli and practic what you have learned. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.retail manag cost stock valuat plan evalu negoti onlin learn privat equiti foreign exchang market mortgag busi entrepreneurship

introduct to tensorflowadvancedthi cours is focus on use the flexibl and �eas of use� of tensorflow 2.x and kera to build train and deploy machin learn models. you will learn about the tensorflow 2.x api hierarchi and will get to know the main compon of tensorflow through hands-on exercises. we will introduc you to work with dataset and featur columns. you will learn how to design and build a tensorflow 2.x input data pipeline. you will get hands-on practic load csv data numpi array text data and imag use tf.data.dataset. you will also get hands-on practic creat numer categor bucket and hash featur columns. we will introduc you to the kera sequenti api and the kera function api to show you how to creat deep learn models. we�ll talk about activ function loss and optimization. our jupyt notebook hands-on lab offer you the opportun to build basic linear regress basic logist regress and advanc logist regress machin learn models. you will learn how to train deploy and production machin learn model at scale with cloud ai platform.cloud platform estim applic program interfac cloud comput model googl cloud platform tensorflow train machin learn human learn data-sci machine-learn

palo alto network academi cybersecur foundationintermediatecours overview in thi cours student will learn the fundament of cybersecur and identifi the concept requir to recogn and potenti mitig attack against enterpris network as well as mission critic infrastructure. cours 1 of 5 in the palo alto network secur oper platform cybersecur specialization. cours structur � 7 modul each modul ha the follow compon read e-learn discuss and assessment. e-learn compon either direct student to onlin resourc or deliv audio transcript of the modul read component. assess are quizz that are design as learn activ and allow student two attempt for each quiz. at the end of the cours there is a hands-on lab activity. support materi the cybersecur surviv guid is a download pdf file that present inform includ in both the foundat and gateway class as well as glossari �key� term and figures. the foundat cours map to chapter 1 of the surviv guide.cloud comput malwar data center cyberattack secur mode antiviru softwar network secur firewal comput enterpris privat network secur information-technolog secur

build an ecosystem model with insight makerbeginnerin thi 1-hour long project-bas cours you will creat a model that simul the interrel dynam of three differ speci popul within an environ plant deer and wolv by do so you�ll be introduc to insight maker a free web-bas simul environ that support both system dynam model and agent base modeling. thi will equip you with everyth you need to know in order to build tailor-mad model and simulations. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.popul ecosystem model model and simul ecosystem model model build popul dynam simul project plant physical-science-and-engin research-method

histori of medic cannabisbeginnerthi histori of medic cannabi cours is design to have you think critic about past present and futur research on the health effect of cannabi by develop a more nuanc understand of the barrier to research as well as differ approach to research. you will learn about the histori of cannabi cultiv the legal histori of cannabi or "marijuana" and the obstacl that led to the lack of scienc on it medicin use. you will also learn how to critic evalu research on the effect of cannabi cannabi and discuss the associ risk of use cannabi in the context of public health and epidemiolog research. final you will learn about how to administ cannabi product in way that minim risk adn maxim ani potenti benefits. obtain thi knowledg will be help in term of inform public polici public health and person decis regard the use of cannabi products.altern medicin cannabi research cannabinoid histori public health dose pharmacolog intern medic cannabi cannabinoid life-sci public-health

advanc grammar & punctuat projectadvancedif you have taken the three cours in thi special you have learn a lot of grammar in the past few months. thi will be a big help to your studi or your career. thi project will help you process what you'v learn and help you rememb it forever. in thi cours you will creat a grammar portfolio of the difficult or interest english grammat structur that you studi in the previou courses. your portfolio will includ sever item that you creat such as two script that you will write in which you showcas proper use of grammar point you'v learned. you will then record a video perform each script and use the grammar. you can record these two video alon or with friends. you can be creativ and make funni skit like your teacher did in all of the fun video you watch in thi special or use your own creativ style. the item you creat for your portfolio will help you review the materi you'v learn and will be a memor project that you can keep with you long after thi cours ends. you must be abl to creat and share video in order to complet thi course.transl english grammar academ write punctuat write english languag edit civil engin grammar u.s. secur and exchang commiss language-learn learning-english

creat employe manag system with when i workbeginnerbi the end of thi cours you will creat an effect employe manag system use when i work. thi cours build on the foundat from the introduct to schedul with when i work cours and is intend to further develop the program� team manag capabilities. in thi project you will manag and track employe attend and timesheets. in addit you will creat a talent acquisit plan use the free featur on when i work to make job post track applic and hire new employees. effect employe manag process and new talent acquisit program are import element in everi success company. in thi project you will get hands-on experi use the when i work program to establish a more detail and effect employe manag system. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.manag process human resourc paycheck plan project team manag employ leadership and manag recruit payrol busi leadership-and-manag

practic machin learningbeginneron of the most common task perform by data scientist and data analyst are predict and machin learning. thi cours will cover the basic compon of build and appli predict function with an emphasi on practic applications. the cours will provid basic ground in concept such as train and test set overfit and error rates. the cours will also introduc a rang of model base and algorithm machin learn method includ regress classif tree naiv bay and random forests. the cours will cover the complet process of build predict function includ data collect featur creation algorithm and evaluation.machin learn algorithm human learn random forest model random decis tree forest machin learn predict model algorithm data-sci machine-learn

web applic secur test with owasp zapbeginnerbi the end of thi project you will learn the fundament of how to use owasp zed attack proxi zap. thi tool greatli aid secur profession and penetr tester to discov vulner within web applications. you will learn how to perform a basic web app vulner scan analyz the result and gener a report of those results. thi cours includ step on how to configur the browser proxi to passiv scan web request and respons by simpli explor websites. thi cours will also includ how to use dictionari list to find file and folder on a web server and how to spider crawl websit to find all the link and urls. final the end of the cours give a brief overview of how to intercept view modifi and forward web request that occur between the browser and web application. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.owasp zap uniform resourc locat penetr test web applic secur secur softwar secur owasp internet secur web applic web computer-sci computer-security-and-network

teach charact and creat posit classroomsbeginnerposit psycholog meet k-12 pedagogy. thi cours explor key idea of posit psycholog and show how great teacher appli those lesson to maxim student engag and accomplishment. through lectur discuss interview and footag of great educ in action you�ll learn how to integr character-bas object into your own teaching.psycholog educ psycholog pedagogi educ therapi psycholog of self educ teach mind teacher train ideal age social-sci educ

front-end javascript framework angularadvancedthi cours concentr mainli on javascript base front-end framework and in particular the angular framework current ver. 6.x. thi cours will use typescript for develop angular application. typescript featur will be introduc in the context of angular as part of the exercises. you will also get an introduct to the use of angular materi and angular flex-layout for respons ui design. you will be introduc to variou aspect of angular includ compon direct and services. you will learn about data bind angular router and it use for develop single-pag applications. you will also learn about design both template-driven form and reactiv forms. a quick introduct to observ reactiv program and rxj in the context of angular is included. you will then learn about angular support for client-serv commun through the http client and the use of rest api on the server side. a quick tour through angular anim support and angular test round off the course. you must have either complet the previou cours in the special on bootstrap 4 or have a work knowledg of front end web-ui framework to be abl to navig thi course. also a good work knowledg of javascript especi es 5 is strongli recommended. at the end of thi cours you will - be familiar with client-sid javascript framework and the angular framework - be abl to implement singl page applic in angular - be abl to use variou angular featur includ direct compon and servic - be abl to implement a function front-end web applic use angular - be abl to use angular materi and angular flex-layout for design respons angular applic - be abl to use observ and rxj in the context of angular applicationsfront-end web develop materi web develop reactiv program angular comput program typescript web angularj javascript computer-sci mobile-and-web-develop

develop the opportun for corpor entrepreneursbeginnerfor an increas number of establish compani creat new busi and program within the compani is an imper for success. matur technolog and age product portfolio are requir establish compani to creat develop and sustain innov new initiatives. in thi cours learner will develop knowledg on how to navig the barrier to creat develop and sustain innov new busi and program within establish compani or organ with an emphasi on � introduc the skill for identifi and analyz entrepreneuri idea within a corpor environment; � examin entrepreneuri think within yourself and your colleagu with an awar of entrepreneuri mindset entrepreneuri motiv and entrepreneuri behaviors; � cultiv see entrepreneuri within yourself and your colleagu with attent to industri condit industri statu macroeconom chang and competition; and � champion act entrepreneuri within the corpor environ with an understand of valu innov and opportun identification. tri thi cours for free at https//www.coursera.org/learn/corporate-entrepreneurs-opportunitymatur technolog opportun identif corpor bond custom relationship manag entrepreneurship plan innov attent semigroup action enabl busi entrepreneurship

tensorflow for ai get to know tensorflowadvancedthi guid project cours is part of the "tensorflow for ai" seri and thi seri present materi that build on the first cours of deeplearning.ai tensorflow develop profession certif offer at coursera which will help learner reinforc their skill and build more project with tensorflow. in thi 1-hour long project-bas cours you will get to know the basic and main compon of tensorflow through hands-on exercis and you will learn how to defin compil and train a neural network with tensorflow and you will get a bonu practic deep learn project implement with tensorflow. by the end of thi project you will have develop a deeper understand of tensorflow learn how to build a neural network with tensorflow and learn practic how to use tensorflow to implement ai project so that you can start build and appli scalabl model to real-world problems. thi class is for learner who want to use python for build ai model with tensorflow and for learner who are current take a basic deep learn cours or have alreadi finish a deep learn cours and are search for a practic deep learn with tensorflow project. also thi project provid learner with deeper knowledg about the basic of tensorflow and it main compon and improv their skill in tensorflow which help them in fulfil their career goal by ad thi project to their portfolios.python program entri point exercis project mine machin learn test set project tensorflow euler' totient function loss function data-sci machine-learn

softwar process and agil practicesbeginnerthi cours delv into a varieti of process to structur softwar development. it also cover the foundat of core agil practic such as extrem program and scrum.lean softwar develop process kanban softwar develop process softwar softwar engin leadership and manag scrum softwar develop unifi process agil softwar develop computer-sci design-and-product

brand manag align busi brand and behaviourintermediateprofessor nader tavassoli of london busi school contrast tradit approach to brand - where brand are a visual ident and a promis to custom - to brand as a custom experi deliv by the entir organisation. the cours offer a brand workout for your own brand as well as guest video from lead brand professionals. the aim of the cours is to chang the concept of brand as be an organisation' visual ident e.g. logo and imag customers' brand associ to an experi along "moments-that-matter" along the custom journey and therefor deliv by peopl across the entir organisation. brand are thu not onli an extern promis to custom but a mean of execut busi strategi via intern brand-l behaviour and cultur change. you will learn and practic the follow skill 1.\thow to build brand from a broad organis perspect 2.\thow to lead brand-l cultur chang with human resourc practic at the core i.e. brand as a lever and not just an outcom 3.\thow to build brand in multi-brand compani across cultur and geographi 4.\thow to measur brand health in new way that is intern in addit to extern 5.\thow to valu and captur return to brand across the organis - introduc the new concept of employee-bas brand equiti - and how thi is differ from the valuat of brand as intang assets. thi cours allow you to develop the follow aspect of yourself 1.\thead. gain a deeper understand of the evolv practic of brand manag one that goe further than practic in most organis today 2.\theart. be motiv to engag in deliv your own brand � regardless of where you are in your organis � therebi creat superior valu for custom and for your organis 3.\thands. translat learn into action. as confuciu is suppos to have said �i hear and i forget. i see and i remember. i do and i understand.�market brand leadership and manag brand equiti brand market cultur employ brand manag brand ident stock busi entrepreneurship

on premis instal and fundament with googl cloud' apige api platformconversantthi cours provid an introduct to apige api platform on-premises. the materi walk you over apige product capabl overview architectur characterist technolog stack and the fundament of topolog design. as part of the cours key terminolog softwar organiz structur and architectur are covered. the cours repres the foundat for your understand of apige api platform on-premises. the knowledg built on thi cours is a must for your understand of the rest of the materi on thi specialization. the second half of the cours will focu on the instal of the apige api platform on your on premis instance.cloud comput secur solut stack plan cloud platform openjdk googl cloud platform applic program interfac scale node.j protein data bank file format computer-sci software-develop

busi intellig concept tool and applicationsadvancedthi is the fourth cours in the data warehous for busi intellig specialization. ideal the cours should be taken in sequence. in thi cours you will gain the knowledg and skill for use data warehous for busi intellig purpos and for work as a busi intellig developer. you�ll have the opportun to work with larg data set in a data warehous environ and will learn the use of microstrategy' onlin analyt process olap and visual capabl to creat visual and dashboards. the cours give an overview of how busi intellig technolog can support decis make across ani number of busi sectors. these technolog have had a profound impact on corpor strategi perform and competit and broadli encompass decis support system busi intellig system and visual analytics. modul are organ around the busi intellig concept tool and applic and the use of data warehous for busi report and onlin analyt process for creat visual and dashboard and for busi perform manag and descript analytics.data visual balanc scorecard perform measur critic success factor openfabr allianc busi intellig sql data wareh microstrategi perform manag data-sci data-analysi

cybersecur and mobilitybeginnerthi cours is for you if you are interest in transit toward a manageri role in cybersecur and mobility. through interview with industri expert in thi area you will be abl to analyz innov power the rapid spread of inform technolog and how they present new challeng for protect data. for exampl mobil devic increas conveni but often bypass tradit secur measures. after thi cours you will be abl to describ how the natur of the threat evolv as culprit employ a burgeon set of sophist tool to take advantag of our grow relianc on network for critical-data exchange. if you want to pursu a career in the public sector the stake are high as well. the prolifer of hacker inevit human error bring-your-own-devic byod initi and the ever-broaden need to share inform weigh heavili on govern and educ organ and consum substanti resources. the pentagon for exampl ha propos to spend $23 billion on network secur initi through 2018. thi sound like a larg sum until you consid the scope and import of the u.s. govern inform resourc thi invest must protect. after complet the cours modul you will be abl to explain how yesterday� prevent strategi are no longer adequ for stop advanc target attacks. effect cybersecur must be multi-dimension and tier as threat can origin from virtual anywher target numer level of an organ and sometim persist for month or year befor an inform secur staff is awar of an attack or breach. therefor secur network requir a holist approach that incorpor sever elements.secur global workforc internet of thing smartphon wireless lan internet global openfabr allianc sap erp mobil secur computer-sci computer-security-and-network

creat ui in uniti part 1 - screen overlay canvasadvancedin thi 90-minut project-bas cours you will be introduc to unity' user interfac ui toolkit for build a head up display hud for your game. thi project cover creat and set up each ui compon and write simpl script that will updat the ui for player-feedback. the guid project will introduc you to the follow uniti ui concept - canva - rect transform - text - imag - anim - code techniqu includ the time class string format inherit and polymorph thi is part 1 of a four-part seri on creat a user interfac for your game or other uniti application. part 2 cover creat a world-spac canva part 3 will demonstr how to creat a set menu and part 4 will show you how to design the ui to automat adapt to the aspect ratio of ani screen. thi is a stand-alon guid project and also serv as an option but recommend foundat for the "user interface" series. thi seri make use of the sci-fi-them uniti project creat in creat power-up and obstacl with c# in unity. it compliment thi guid project and although not a prerequisit is recommend for a more well-round understand of the concept present herein.head-up display null coalesc oper project display devic video edit video game develop write run time program lifecycl phase modulo oper user fee computer-sci software-develop

organis behaviour know your peopleintermediateorganis have chang and now more than ever personnel manag is crucial to organis success. in thi cours you�ll explor a rang of concept theori and methodolog that will help you navig and optimis your work environment. via structur learn activ video lectur quizz discuss prompt and written assess you will be expos to the latest best-practic leadership strategi to enabl your employe to achiev more at work. you�ll examin case studi on advanc leadership strategi and be challeng to consid how these might appli to your own workplace. and you�ll discov that your abil to manag and lead peopl in a flatter more team-driven context is now the key to organis success. as the world continu to undergo dynam chang thi cours will prepar you to be the one to lead your team and your organis into the dynam work environ of tomorrow.leadership and manag behavior thought psycholog decis make leadership organiz behavior content theori human resourc conflict process busi leadership-and-manag

chemerinski on constitut law � individu right and libertiesbeginnerchemerinski on constitut law individu right and liberti will highlight the construct and interpret of the u.s. constitut through the centuri with an emphasi on protect of individu liberti and the evolut of equal protection. you'll learn the histori behind the constitut case that form import preced and how chang in interpret have been depend on shift in cultur and polit climat as well as the composit of the suprem court. in thi cours we will investig the protect of individu right and liberti and take a look at what right are and are not protect and investig sever import shift in jurisprudence. we'll begin by examin the structur of the constitution' protect of individu rights. we'll then examin the circumst under which variou right and liberti can be regul by the feder state and local government. we'll examin when the govern can permiss treat peopl unequ and when it can't. in our final two lectur we'll take a close look at what is probabl the most famou amend to the constitut the first amendment. join me as we look at the question both rais and answer by the constitut and those that interpret it! by the end of thi cours you should be abl to - describ the individu liberti protect by the constitut and account for the histori and structur of their protect - illustr compromis found in the constitut by cite exampl and histor background - articul the import of key case such as brown v. board lemon v. kurtzman and lochner v. new york - explain how the outcom of case is often depend upon the current cultur and polit climat as well as the composit of the court by cite particular case and import shift in the court' jurisprud - assess the rel suitabl of variou approach to constitut interpret and analysisprocess c dynam memori alloc art histori statist classif constitut speech law exercis doctrin privaci social-sci law

creat power-up and obstacl with c# in unitybeginnerin thi project-bas cours we will creat a science-fict scene with damag fire a heal zone and some player-enhanc pick-up to help a player get around obstacles. you'll learn how to write c# script that will manag the player' health point how to use collid as trigger to creat obstacl and helper for a player about proximity-activ mechan and about creat an in-gam pick-up/power-up.softwar engin project heal c sharp program languag match video game develop english languag c++ boolean data type write computer-sci software-develop

suppli chain manag a learn perspectivebeginnera a human be we all consum product and/or servic all the time. thi morn you got up and ate your breakfast e.g. egg milk bread fresh fruit and the like. after the breakfast you drove your car to work or school. at your offic you use your comput perhap equip with 27� lcd monitor. dure your break you drank a cup of coffe and play with your iphone. so on and so forth. you probabl take it for grant that you can enjoy all of these products. but if you take a closer look at how each of these product can be made and eventu deliv to you you will realiz that each one of these is no short of miracle. for exampl which fruit do you like? consid fresh strawberries. in order for the strawberri to be on your breakfast tabl there must be numer function activ transact and peopl involv in plant cultiv deliv and consum strawberries. moreov all of these function activ transact and peopl are connect as an integr chain through which physic product like strawberri themselv and virtual element such as inform and commun flow back and forth constantly. by group relat function or activ we have a suppli chain compris of four primari function such as supplier manufactur distributor and final consumer. a suppli chain is essenti a valu chain. for the societi or economi as a whole the goal is to maxim valu i.e. to creat satisfactori valu without spend too much. in order to creat the maximum valu for the strawberri suppli chain everi particip in the chain must carri out it function efficiently. in addit all of the member must coordin with each other effect in order to ensur valu maximization. we have to face the same issu for almost all the product and servic we take for grant in our everyday life e.g. car hamburg haircut surgeri movi bank restaur and you name it! in thi cours we want to understand fundament principl of valu creation for the consum or the market. we tri to answer question like how the product or servic is made how the value-cr activ or function are coordin who should play what leadership role in realiz all these and so on. as our cours titl hint we approach all of these issu from a learn perspect which is dynam in natur and emphas long-term capabl build rather than short-term symptomat problem solving.suppli chain inventori valu chain global suppli chain manag suppli chain manag strategi chain global process leadership and manag busi business-strategi

linear circuit 1 dc analysisbeginnerthi cours explain how to analyz circuit that have direct current dc current or voltag sources. a dc sourc is one that is constant. circuit with resistor capacitor and inductor are cover both analyt and experimentally. some practic applic in sensor are demonstrated.analysi electr engin principl switch linear energi electron digit multimet electron circuit sourc physical-science-and-engin electrical-engin

3d print applicationsintermediatethi cours will help you understand how 3d print is be appli across a number of domain includ design manufactur and retailing. it will also demonstr the special capabl of 3d print such as custom self-assembl and the abil to print complex objects. in addit to busi applic thi cours will also examin how individu includ those in develop countri are use thi technolog to creat solut to the problem they face. thi cours will also provid an overview of design think and how you can use thi framework to develop idea that can be turn into objects. learner who complet thi cours will obtain a rich understand of the capabl of 3d print and how to think about design object for thi new technology..properti manufactur process manag purchas design think educ rapid prototyp printmak reason 3d print intellectu properti busi entrepreneurship

intro to schedul with when i workbeginnerthi cours will provid step-by-step guidanc on how to creat a detail schedul for a small business. the schedul tool when i work is a free and user-friendli applic which allow user to easili custom creat and share work schedules. when i work ha a larg number of free featur make it a budget friendli option for ani compani look for a user-friendli versatil and effect schedul program. we'll learn how to creat an account with when i work and discuss how to set up the program to meet our busi needs. we will also learn how to properli creat and util job posit and shift templates. we'll cover how to add employe and custom their profil and availability. you will then have the opportun to assembl and publish a schedul ensur proper coverag for busi needs. thi cours will walk you through when i work' schedul process from account creation to the public of the schedule. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.entrepreneurship employ schedul benefit organ manag leadership payrol project strategi project manag busi leadership-and-manag

understand the brain the neurobiolog of everyday lifeintermediatelearn how the nervou system produc behavior how we use our brain everi day and how neurosci can explain the common problem afflict peopl today. we will studi function human neuroanatomi and neuron commun and then use thi inform to understand how we perceiv the outsid world move our bodi voluntarili stay aliv and play well with others.neurolog disord euler' totient function hear anatomi neurosci human learn neurobiolog memori neurolog neuron softwar life-sci basic-sci

imag compress and gener use variat autoencod in pythonbeginnerin thi 1-hour long project you will be introduc to the variat autoencoder. we will discuss some basic theori behind thi model and move on to creat a machin learn project base on thi architecture. our data compris 60.000 charact from a dataset of fonts. we will train a variat autoencod that will be capabl of compress thi charact font data from 2500 dimens down to 32 dimensions. thi same model will be abl to then reconstruct it origin input with high fidelity. the true advantag of the variat autoencod is it abil to creat new output that come from distribut that close follow it train data we can output charact in brand new fonts. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.autoencod test set student residu project python program comput program mimic imag process use case machin learn data-sci machine-learn

american deaf culturebeginnerthi is a six-week cours provid a histor overview of the american deaf commun and it evolv culture. theoret framework from sociolog are explored. deaf as a cultur and not a disabl is explain as particip are guid into the world of deaf culture.languag acquisit sign languag deaf cultur american sign languag cultur deaf deaf educ audism commun audiolog language-learn learning-english

optim tensorflow model for deploy with tensorrtadvancedthi is a hands-on guid project on optim your tensorflow model for infer with nvidia' tensorrt. by the end of thi 1.5 hour long project you will be abl to optim tensorflow model use the tensorflow integr of nvidia' tensorrt tf-trt use tf-trt to optim sever deep learn model at fp32 fp16 and int8 precis and observ how tune tf-trt paramet affect perform and infer throughput. prerequisit in order to success complet thi project you should be compet in python program understand deep learn and what infer is and have experi build deep learn model in tensorflow and it kera api. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project mine machin learn mathemat optim infer throughput model python program deep learn tensorflow perform data-sci machine-learn

non-communic diseas in humanitarian settingsbeginnerncd are the lead caus of death in almost everi region of the world and place a huge burden on individu famili and societies. humanitarian set have a neg effect on the level of diseas and the possibl of treatment. the import of ncd in global health is acknowledg by their inclus in the sustain develop goal which call for a reduct of a third in prematur mortal from ncd by 2030. howev ncd have until recent receiv littl attent in humanitarian set leav prevent care and treatment need larg unaddress among some of the most vulner populations. accord to the world health organ 70 percent of global death are due to ncds. the four main diseas group which caus the greatest number of death are cardiovascular diseas cancer diabet and chronic obstruct pulmonari diseas includ asthma. the cours will provid knowledg about issu and dilemma that occur around ncd in humanitarian set and possibl solutions. whi are ncd a problem in humanitarian emerg or crises? natur disast and complex emerg includ arm conflict have a neg effect on the level of diseas and on the possibl for prevent treat and care for peopl with ncds. peopl live with ncd often need continu care to avoid diseas progress and disrupt treatment due to natur disast or emerg pose a larg health challenge. in conflict situat and fragil context the challeng of disrupt care and treatment may be exacerb � an estim 65 million peopl have been forcibl displac by conflict displac last longer and at time health system and health personnel are deliber targeted.disast non-communic diseas emerg humanitarian crisi diseas risk factor hamper risk factor risk life-sci public-health

reliabl googl cloud infrastructur design and processbeginnerthi cours equip student to build highli reliabl and effici solut on googl cloud use proven design patterns. it is a continu of the architect with googl comput engin or architect with googl kubernet engin cours and assum hands-on experi with the technolog cover in either of those courses. through a combin of present design activ and hands-on lab particip learn to defin and balanc busi and technic requir to design googl cloud deploy that are highli reliabl highli avail secur and cost-effective. thi cours teach particip the follow skill ? appli a tool set of question techniqu and design consider ? defin applic requir and express them object as kpi slo and sli ? decompos applic requir to find the right microservic boundari ? leverag googl cloud develop tool to set up modern autom deploy pipelin ? choos the appropri cloud storag servic base on applic requir ? architect cloud and hybrid network ? implement reliabl scalabl resili applic balanc key perform metric with cost ? choos the right googl cloud deploy servic for your applic ? secur cloud applic data and infrastructur ? monitor servic level object and cost use googl cloud tool prerequisit ? complet of prior cours in the architect with googl cloud platform special architect with googl kubernet engin or have equival experi ? basic profici with command-lin tool and linux oper system environ ? system oper experi includ deploy and manag applic either on-premis or in a public cloud environ new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng questsgoogl cloud platform cloud platform cloud comput process secur cloud infrastructur deploy environ site reliabl engin architectur reliabl engin information-technolog cloud-comput

healthcar organ and the health systemadvancedhav you ever been in a healthcar wait room and thought about how the organ could be more efficient? for exampl have you found yourself think about how to reduc the amount of time spent waiting? or do you work in a healthcar organ and find yourself think about how to improv the organization? if you have thi cours is for you. cours content includ an overview of healthcar organ their administr and manag and their governance. the cours provid link to extern site to connect you to the larger "real world" of healthcar organizations. the link also serv as resourc you can take with you after you complet the cours experience. and becaus everyon love a road trip/field trip there are also "virtual field trips" to the often hidden place of interest on the web. the cours format is read video quizz and an electron poster project. the poster project requir you to synthes cours materi to design a healthcar organ and govern structur the way you would have thing run in the best of all worlds. the electron poster file is an artifact of the cours which you can circul to colleagu or use for a talk or present event.post comput file p-rep health system public health portabl document format electron healthcar manag oncolog leadership and manag life-sci healthcare-manag

financ infrastructur in african citiesbeginnerth world is urban fast. in less than a centuri more than 1 billion peopl have been urbanized. that translat into the fact that more than half of the world� popul is alreadi live in cities. expert forecast that veri soon africa will becom one of the most urban continents. howev almost 70% of world� urban popul is live in the citi where govern are struggl to provid basic servic like sanit school hospit and adequ clean water. the reason is that their govern do not have enough money. thi may also be true also for the citi where you live or work. poor infrastructur affect your daili life. local govern struggl with mobil financ so that they can improv your qualiti of life but mani time they are not awar of the right mechanisms. imagin that your govern want to know how can they financ citi and they want you to advis � where will you begin with? our financ expert are bring their experi right at your desk through thi mooc. thi mooc ha five modul and in five week you will learn �\tfinanci decis make environ in urban system �\tmechan for mobil local revenu �\tinnov mechan for financ infrastructur project through partnership and �\tfinanci decis make under uncertainti and risk we will provid you a care select set of literatur quizz and interact discuss forums. so join our mooc and find out the way to make your citi a better place to live in for yourself and for your next generations. thi mooc wa develop in collabor with the unit citi and local govern of africa uclg-africa african local govern academi alga and erasmu univers rotterdamcost local govern principl decision-mak softwar incom revenu financ commun decis make structur financ social-sci governance-and-societi

visual machin learn with yellowbrickbeginnerwelcom to thi project-bas cours on visual machin learn with yellowbrick. in thi cours we will explor how to evalu the perform of a random forest classifi on the poker hand data set use visual diagnost tool from yellowbrick. with an emphasi on visual steer of our analysi we will cover the follow topic in our machin learn workflow featur analysi featur import algorithm select model evalu use regress cross-valid and hyperparamet tuning. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt yellowbrick and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.algorithm select algorithm random hyperparamet opaqu pointer random forest regress machin learn python program linear data-sci machine-learn

creat a memori puzzl game in python use pygamebeginnerbi the end of thi project you will creat a memori puzzl game use python and pygam modules. python is one of the easiest global use program languag and use the pygam modul with it will give you a chanc to easili implement mani game applications. pygam is an open free sourc that you can download later easily. you will learn about most of the object and function in the pygam that will help you to build your own game project. also you will learn how to insert draw imag and text to your game. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.mod video game project pygam graphic design logic python program logic gate comput program euler' totient function c dynam memori alloc computer-sci software-develop

respons websit basic code with html css and javascriptintermediatein thi cours you will learn three key websit program and design languag html css and javascript. you will creat a web page use basic element to control layout and style. addit your web page will support interactivity. at the end of the cours you will be abl to 1. defin the purpos of html css and javascript 2. make a simpl web page use html 3. use css to control text style and layout 4. use css librari such as bootstrap to creat respons layout 5. use javascript variabl and function 6. manipul web page content use javascript 7. respond to user input use javascript in thi cours you will complet 2 assign write html css and javascript each take ~1 hour to complet 4 quizz each take ~20 minut to complet 1 program exercise~30 minut to complet multipl practic quizz each take ~5 minut to complet particip in or complet of thi onlin cours will not confer academ credit for univers of london programmes.jqueri web html and css respons web design javascript web develop css web design html5 html computer-sci mobile-and-web-develop

age of jeffersonbeginnerthi cours provid an overview of thoma jefferson' work and perspect present by the univers of virginia in partnership with thoma jefferson� monticello. togeth uva and monticello are recogn intern as a unesco world heritag site.thought histori interpret plantat man age constitut quot out of context futur gener religion arts-and-human histori

children acquir literaci naturallyintermediatein thi short cours you will explor the possibl that children might acquir written languag in a way that is similar to how they acquir spoken language�without instruction. you will encount variou aspect of behavior scienc and technolog that are relev to thi proposition. you will have the opportun to learn the the perceptu cognit and neurolog capac of children dure their first year of life. you will advanc your understand of children and how they learn language. you will also be more attun to current advanc in the technolog of human machin interact and what these phenomena impli for learn to read at an earli age.child linguist psycholinguist rel chang and differ speech percept child psycholog languag cognit linguist infant write life-sci psycholog

practic time seri analysisintermediatewelcom to practic time seri analysis! mani of us are "accidental" data analysts. we train in the scienc busi or engin and then found ourselv confront with data for which we have no formal analyt training. thi cours is design for peopl with some technic compet who would like more than a "cookbook" approach but who still need to concentr on the routin sort of present and analysi that deepen the understand of our profession topics. in practic time seri analysi we look at data set that repres sequenti inform such as stock price annual rainfal sunspot activ the price of agricultur product and more. we look at sever mathemat model that might be use to describ the process which gener these type of data. we also look at graphic represent that provid insight into our data. final we also learn how to make forecast that say intellig thing about what we might expect in the future. pleas take a few minut to explor the cours site. you will find video lectur with support written materi as well as quizz to help emphas import points. the languag for the cours is r a free implement of the s language. it is a profession environ and fairli easi to learn. you can discuss materi from the cours with your fellow learners. pleas take a moment to introduc yourself! time seri analysi can take effort to learn- we have tri to present those idea that are "mission critical" in a way where you understand enough of the math to fell satisfi while also be immedi productive. we hope you enjoy the class!autoregress model time seri time seri forecast seri a round time seri model autoregress integr move averag time seri analysi forecast analysi model data-sci probability-and-statist

mathemat think in comput scienceintermediatemathemat think is crucial in all area of comput scienc algorithm bioinformat comput graphic data scienc machin learn etc. in thi cours we will learn the most import tool use in discret mathemat induct recurs logic invari exampl optimality. we will use these tool to answer typic program question like how can we be certain a solut exists? am i sure my program comput the optim answer? do each of these object meet the given requirements? in the cours we use a try-this-before-we-explain-everyth approach you will be solv mani interact and mobil friendli puzzl that were care design to allow you to invent mani of the import idea and concept yourself. prerequisit 1. we assum onli basic math e.g. we expect you to know what is a squar or how to add fraction common sens and curiosity. 2. basic program knowledg is necessari as some quizz requir program in python.log puzzl mathemat induct algorithm proof theori permut problem solv discret mathemat mathemat mathemat logic computer-sci algorithm

tableau public for project manag and beyondintermediatenow more than ever peopl need access to data to gain insight and make quick busi decisions. some of the world' top organ choos tableau to help team organ visual and analyz data to drive better result while save time and reduc costs. ad tableau public to your skillset will put you ahead of the curv in the current job market aid in profession growth and yield better busi results. 'tableau public for project manag and beyond' guid project is for anyon who want to quickli get hands-on experi with the public version of tableau busi intellig software. if you are prepar for project manag certif complet thi project will be complementari to your knowledge. by the end of the project you will have a foundat knowledg of tableau public and will learn how to build and analyz chart creat dashboard and share your data insight online. there are no prerequisit to take thi guid project.project manag predict analyt chart tooltip save project leadership and manag clean busi intellig tableau softwar busi leadership-and-manag

autom real-world task with pythonadvancedin the final cours we'll tie togeth the concept that you�v learn up until now. you'll tackl real-world scenario in qwiklab that will challeng you to use multipl skill at once. first we'll take a closer look at how to use extern python modul to extend your code' capabl and spend some time learn how to use document to learn a new module. for exampl we'll use the python imag librari pil to creat and modifi images. we'll show you some simpl exampl of how to perform common task in the cours materi but it will be up to you to explor the modul document to figur out how to solv specif problems. next we'll show you how to commun with the world outsid of your code! you'll use data serial to turn in-memori object into messag that can be sent to other programs. your program will send messag across the network to applic program interfac api offer by other programs. for those time when your code need to talk to a person instead of a program you'll also learn to send email messages. at the end of thi cours you�ll be abl to take a descript of a problem and use your skill to creat a solut -- just like you would on the job. in your final capston project you'll be given a descript of what your custom need and it will be up to you to creat a program to do it!test autom googl cloud platform build autom comput program github softwar cloud comput web portabl document format python program information-technolog cloud-comput

internet of thing commun technologiesintermediatehav you wonder how �things� talk to each other and the cloud? do you understand the altern for convey latency-sensit real time data versu reliabl signal data? build on the skill from the sens and actuat cours we will explor protocol to exchang inform between processors. in thi cours you will learn how voip system like skype work and implement your own app for voic call and text messages. you will start by use the session initi protocol sip for session management. next you will learn how voic codec such as adapt multi rate amr are use in 3g network and use them for voic traffic in your app. learn goal after complet thi cours you will be abl to 1.\timplement session initi manag and termin on your dragonboard� 410c use sip. 2.\tdiscov other user and exchang devic capabilities. 3.\tcompar and contrast narrowband and wideband codec and experi the voic qualiti differ between them. 4.\timplement and demonstr voip call use the dragonboard 410c.android oper system web develop internet latex voip phone codec arduino voic over ip entri point internet of thing computer-sci computer-security-and-network

write in first person point of viewadvancedif you have alway want to tell your own story�in a memoir first-person essay or ani other form of autobiograph non-fiction�but felt you lack the tool or the framework thi is the class for you. we will learn how success first-person write is structur to offer the reader a sens of propuls motion and is guid by a narrat who is deliber crafted. we will explor the way in which languag can be use to creat tone so that the emot freight of your word is as potent as the storytelling. and crucial we will consid the writer' respons to the reader the import of be a guid who includ the reader in the sensori emot and intellectu experi you mean to share through your writing.poetri write dialog box film fiction write storytel write creativ write maxim psycholog essay write analysi arts-and-human music-and-art

fundament of visual with tableaubeginnerin thi first cours of thi special you will discov what data visual is and how we can use it to better see and understand data. use tableau we�ll examin the fundament concept of data visual and explor the tableau interfac identifi and appli the variou tool tableau ha to offer. by the end of the cours you will be abl to prepar and import data into tableau and explain the relationship between data analyt and data visualization. thi cours is design for the learner who ha never use tableau befor or who may need a refresh or want to explor tableau in more depth. no prior technic or analyt background is required. the cours will guid you through the step necessari to creat your first visual from the begin base on data context set the stage for you to advanc to the next cours in the specialization.present visual comput graphic tableau softwar analysi data analysi sourc storytel softwar comput graphic data visual data-sci data-analysi

build modern java applic on awsadvancedin modern cloud nativ applic develop it� oftentim the goal to build out serverless architectur that are scalabl are highli avail and are fulli managed. thi mean less oper overhead for you and your busi and more focus on the applic and busi specif project that differenti you in your marketplace. in thi cours we will be cover how to build a modern greenfield serverless backend on aws. build brand new applic on aw is a differ task than lift and shift exist applic into aws. when you have an exist applic that you need to move to aw you might first look to use amazon ec2 as your virtual machin or mayb you might look into use docker contain and contain host servic like amazon elast contain servic or amazon elast kubernet service. those are all great applic host option but in most case they still requir you to have some kind of puls on the underli infrastructur host your application. \t` build modern java applic on aw will explor how to build an api driven applic use amazon api gateway for serverless api host aw lambda for serverless comput and amazon cognito for serverless authentication. we will follow an api driven develop process and first mock up what the api will look like. we will cover all the in and out of the servic amazon api gateway and as you�ll learn- it doe a lot more than just host an api. then we will add authent to the api use amazon cognito. you�ll learn about how the author flow work with cognito and how to build it into your apis. from there we will add a lambda backend that will be trigger by api gateway. the lambda function will be use the aw sdk to perform variou data process tasks. you�ll learn about the differ configur that exist for lambda and we will show you how to creat and manag lambda functions. some of the featur of our api will requir multipl lambda function to execut in a specif order like a workflow and we will use aw step function to creat a serverless workflow. final we will talk about how to optim your api at everi layer use aw features. note there are three version of thi class "build modern node.j applic on aws" for node.j develop "build modern python applic on aws" for python develop and "build modern java applic on aws" for java developers. the cours do for a larg part overlap and in gener we recommend that you take the cours that focus on the sdk you plan to use to develop your aw cloud base applications. we expect that you have basic knowledg of aw already. some exampl of concept you should be familiar with are you should know the basic of the aw global infrastructur like what region and avail zone are. you also should know the at a high-level aw ident and access manag or iam and how it is use to control access to aw resources. you should also understand what an amazon ec2 instanc is what amazon s3 is what a vpc is as well as other basic aw terminology.appl program interfac mathemat optim euler' totient function http kubernet command-lin interfac event-driven architectur model benefit amazon web servic information-technolog cloud-comput

build your career in music develop a brand and fund your musicconversantthi cours share practic tip and strategi to help you take your first step into launch your career as a music artist. we�ll cover everyth from develop your uniqu ident as an artist and how to lead a band all the way to plan and record your first independ record with the help of crowdfunding. the cours curriculum is model from the real-world experi of leah waldo also known as the emerg countri artist elisa smith and featur interview with industri execut artist produc and engin � all design to help you navig the music industry.mus commun partnership busi partner fund brand order pair benefit career project arts-and-human music-and-art

power onboardingintermediatepow onboard provid practic easy-to-us tool to guid an individu who is transit to a new job. student will prepar an action person onboard plan that will set them up for success in their new role. research ha shown that an activ follow power onboard plan will allow an individu to reach profici in a new posit up to 30% faster than the typic transit manager. in thi cours student will develop their own onboard plan allow them to contribut sooner and be elig for promot earlier. in thi newli revis format learner can complet the cours in no more than 7 hour with approxim 2 hour dedic to creat a person power onboard plan. we have a suggest 4 week schedul to help you stay on track but we recogn that everyon ha differ learn style so we'v ad flexibl so you can complet the entir cours in one or two sittings. thi cours ha benefit tremend from the feedback and advic we have receiv sinc the launch in the fall of 2014. a recent survey show 1\t67% of particip are veri like to recommend the cours to a friend and the remain 33% be somewhat like 2\t80% of particip found the workload the same or lower than what they expected. we are enthusiast about these find and we know that you will find thi cours valuabl and worthwhil as well!onboard workload emot intellig peer review plan career news model merger & acquisit dividend busi leadership-and-manag

bayesian statist from concept to data analysisbeginnerthi cours introduc the bayesian approach to statist start with the concept of probabl and move to the analysi of data. we will learn about the philosophi of the bayesian approach as well as how to implement it for common type of data. we will compar the bayesian approach to the more commonly-taught frequentist approach and see some of the benefit of the bayesian approach. in particular the bayesian approach allow for better account of uncertainti result that have more intuit and interpret mean and more explicit statement of assumptions. thi cours combin lectur video comput demonstr read exercis and discuss board to creat an activ learn experience. for comput you have the choic of use microsoft excel or the open-sourc freeli avail statist packag r with equival content for both options. the lectur provid some of the basic mathemat develop as well as explan of philosophi and interpretation. complet of thi cours will give you an understand of the concept of the bayesian approach understand the key differ between bayesian and frequentist approach and the abil to do basic data analyses.bayesian infer gener statist bayes' theorem analysi probabl bayesian prior probabl infer conjug prior bayesian statist data-sci probability-and-statist

creat custom callback in kerasbeginnerin thi 1.5-hour long project-bas cours you will learn to creat a custom callback function in kera and use the callback dure a model train process. we will implement the callback function to perform three task write a log file dure the train process plot the train metric in a graph dure the train process and reduc the learn rate dure the train with each epoch. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should be familiar with python neural network and the kera framework. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.callback comput program kera mathemat optim tensorflow internet machin learn python program euler' totient function project graph data-sci machine-learn

creat an fp weapon in uniti (part 2 - fire effects)advancedin thi one-hour project-bas cours you'll learn how to add realism to weapons-fir by creat a recoil anim and muzzle-flash and smoke effects. you'll also learn how to add bullet hole and a knock-back effect to shot objects. the guid project will introduc you to the follow uniti concept - prefab - anim - particl effect - physic - code techniqu such as interfac thi is part 2 of a four-part seri on creat a weapon for your fp game. in part 1 we cover equip your fp player with a gun. part 3 will show you how to set up the weapon' properti and damag effect to the destroy gameobjects. lastli part 4 will walk you through the step for ad ammunit reload the weapon and creat magazin and other weapons. thi is a stand-alon guid project but becaus thi is a continu of previou part in the "fp weapon" seri it is recommend that you complet the first part befor commenc thi guid project. thi seri also make use of the western-them uniti project creat in control physic with c# in uniti and the vm-compat fp player script written in creat a vm compat first person camera. these compliment thi guid project and although not prerequisit are recommend for a more well-round understand of the concept present herein.java annot write tostan order pair valid learn prince2 project teach method work project manag hole computer-sci software-develop

intimaci of creativ enter the mind of composersintermediatebright sheng guid us through three work � by brahm beethoven and sheng � for an intim look insid the composer' mind. thi cours strive to give student a new appreci of music base on an understand of the craft behind each work. thi class is perfect for those want to gain a uniqu perspect on the creativ process of music composit while challeng tradit notion of how compos approach formal structur melodi and harmony. week 1 focus on the question �what is melody?� and on the meticul design of brahms' intermezzo op. 118 no. 2. week 2 concentr on the fundament of harmoni and how beethoven thought of harmoni to gener hi symphoni no. 7 in a major op. 92. week 3 appli the same paradigm to a live compos bright sheng himself and reveal how he found inspir in the work of these titan of music in hi four movement for piano trio. while help it is not expect student have a background in music to take the course.piano creativ principl jazz poetri write bibl suicid intervent chord music harmoni arts-and-human music-and-art

understand child develop from synaps to societyintermediatein thi cours we dive into the topic of child development. you will learn that child develop is complex and is influenc by a surprisingli rich number of factor at mani differ level of organization. you will see that develop can be studi in variou domain and at variou level of understand from differ angl and disciplines. importantli you will come to understand that process within and between the variou domain and level of organ continu interact to shape development. thi impli that understand develop requir take an interdisciplinari approach. in order to help you organ your think about thi complex you will learn more about the development system approach and theori relat to that. we will look amongst other thing at the brain and motor develop cognit languag and social-emot develop and all the factor that have an influenc on development. to illustr how an interdisciplinari approach help to understand child develop you will see how research from variou disciplin and background studi child develop at utrecht university. these scientist will give a look in their field of knowledg and their collabor with colleagu to illustr how the theori you will learn translat to practice. in sum we invit you to follow us on a journey to understand child develop from synaps to society!languag develop child develop educ practic pediatr development psycholog child childhood educ psycholog earli childhood child psycholog social-sci educ

do busi in europebeginnerwelcom to the mooc �do busi in europe�! europ is a major world trade partner as well as a place where to acquir signific busi experience. thi is the reason whi thi mooc ha been design with the view to explain and guid you in do busi in europe. do you realli know europe? how should you consid and approach the european continent? what busi lesson can be drawn in a european perspective? with a dozen contribut from academ in the variou domain of manag market suppli chain financ human resourc manag or strategi and as mani testimoni from busi leader oper in europ thi cours will help you enrich your knowledg and busi compet within the european context. the mooc is divid into 5 topic correspond to 5 major issu when do busi in europ 1. approach the european market 2. innov in europ 3. invest in europ 4. build the valu chain 5. integr the divers there are no prerequisit for thi course. at the end of the coursework particip will be abl to understand how to design a european-scal develop strategy. pleas enrol and thank you in advanc for choos thi course!law cultur intellig regul s-k financi centr negoti theori e-commerc retail manag chain go to market market econom busi business-strategi

python program a concis introductionadvancedth goal of the cours is to introduc student to python version 3.x program use hand on instruction. it will show how to instal python and use the spyder ide integr develop environ for write and debug programs. the approach will be to present an exampl follow by a small exercis where the learner tri someth similar to solidifi a concept. at the end of each modul there will be an exercis where the student is requir to write simpl program and submit them for grading. it is intend for student with littl or no program background although student with such a background should be abl to move forward at their prefer pace. the cours is four modul long and is design to be complet in four weeks.python program databas ipython languag syntax semant comput program python librari problem solv python syntax and semant computer-sci software-develop

my favorit lectur @ hkustadvancedin 1994 the hkust univers council establish "the michael g. gale medal for distinguish teaching" to commemor the late found council member mr michael g. gale for hi distinguish servic and outstand contribut to the develop of the university. everi year the medal is award to a member of the academ staff who best exemplifi continu pursuit of excel devot to teach and the abil to inspir and motiv others. the recipi is repres of the high qualiti of teach and learn that the univers offer and promotes. thi cours aim to showcas our students� favorit lectur conduct by their favorit teacher who are also the medalists. each speaker would share with the learner his/her teach philosophi which is vividli illustr in the module. the cours contain four modul and in each we will featur one hkust michael g. gale medal recipient. go to thi page to see a cours overview video https//youtu.be/twes7mptyp pleas note that thi cours doe not offer a cours certificate.fundrais teach creativ anthropolog resourc philosophi commun interpret lectur biolog anthropolog social-sci educ

perform data definit and manipul in sqlbeginnerin thi 2-hour long project-bas cours you will learn how to use sql data definit statement for variou data definit task and how to use sql data manipul statement for data manipul task such as updat record in a table. in addit you will learn how to upload a csv file into a databas use postgresql.rel chang and differ jpeg sql data manipul continu function truncat upload tabl databas download databas data-sci data-analysi

object orient program in javabeginnerwelcom to our cours on object orient program in java use data visualization. peopl come to thi cours with mani differ goal -- and we are realli excit to work with all of you! some of you want to be profession softwar develop other want to improv your program skill to implement that cool person project that you�v been think about while other of you might not yet know whi you�r here and are tri to figur out what thi cours is all about. thi is an intermedi java course. we recommend thi cours to learner who have previou experi in softwar develop or a background in comput science. our goal is that by the end of thi cours each and everi one of you feel empow to creat a java program that� more advanc than ani you have creat in the past and that is person interest to you. in achiev thi goal you will also learn the fundament of object orient program how to leverag the power of exist librari how to build graphic user interfac and how to use some core algorithm for search and sort data. and thi cours is project-bas so we�ll dive right into the project immediately! we are excit to be offer a uniqu cours structur design to support learner of differ background in succeed at their own pace. the first modul explain how thi will work and if thi cours is right for you. we also recommend take a few minut to explor the cours site. a good place to start is the navig bar on the left. click cours content to see what materi we�ll cover each week as well preview the assign you�ll need to complet to pass the course. click discuss to see forum where you can discuss the cours materi with fellow student take the class. be sure to introduc yourself to everyon in the meet and greet forum. thi cours should take about 6 week to complete. you can check out the recommend cours schedul below to see a quick overview of the lesson and assign you�ll complet each week. we�r excit you�r here learn with us. let� get started!object-ori program java applet algorithm comput program java program sort applet polymorph comput scienc java softwar platform sort algorithm computer-sci software-develop

children' human right - an interdisciplinari introductionbeginnerdraw on the contribut of sever academ disciplin includ law psycholog sociolog histori educ and health scienc economi and anthropolog an interdisciplinari approach guid the student into a select of critic issu concern children� rights. particip will gain insight rel to the develop of thi specif human right categori as well as to the evolut of the challeng face by children over time and society� effort to respond. success intern strategi and program promot children� right will be highlight as well as the role of key actor involv in intern organ work in thi field. thi open onlin cours provid an overview of the most import featur of children� human rights. a central portion of the mooc will consist of a present of the intern and region standard on children� right and the relat intern and region judici and quasi-judici bodi design to ensur their implementation. no prerequisit or specif background is requir to regist for thi mooc. the cours is conceiv as an introductori level program but particip who wish to deepen their knowledg in the field of children� right or alreadi have some prior knowledg will have access to addit read materi on a weekli basis. particip who success complet the class activ and final assess may request for a paid certif of accomplish sign by the instructor and the main professor respons for the program. howev no credit are awarded. the cours consist of seven topic modul distribut on 4 weeks. english is the onli languag of instruction.child welfar justic psycholog child intern law child protect children' right child psycholog law humanitarian social-sci law

data manag and visualizationadvancedwheth be use to custom advertis to million of websit visitor or streamlin inventori order at a small restaur data is becom more integr to success. too often we�r not sure how use data to find answer to the question that will make us more success in what we do. in thi cours you will discov what data is and think about what question you have that can be answer by the data � even if you�v never thought about data before. base on exist data you will learn to develop a research question describ the variabl and their relationship calcul basic statist and present your result clearly. by the end of the cours you will be abl to use power data analysi tool � either sa or python � to manag and visual your data includ how to deal with miss data variabl group and graphs. throughout the cours you will share your progress with other to gain valuabl feedback while also learn how your peer use data to answer their own questions.languag data manag gener statist data visual comput program python program frequenc distribut analysi data analysi leadership and manag data-sci data-analysi

improv your statist questionsbeginnerthi cours aim to help you to ask better statist question when perform empir research. we will discuss how to design inform studi both when your predict are correct as when your predict are wrong. we will question norm and reflect on how we can improv research practic to ask more interest questions. in practic hand on assign you will learn techniqu and tool that can be immedi implement in your own research such as think about the smallest effect size you are interest in justifi your sampl size evalu find in the literatur while keep public bia into account perform a meta-analysi and make your analys comput reproducible. if you have the time it is recommend that you complet my cours 'improv your statist inferences' befor enrol in thi cours although thi cours is complet self-contained.gener statist null hypothesi statist hypothesi test estim p-valu approxim error public bia interpret a priori effect size data-sci probability-and-statist

inspir and motiv individualsintermediatein thi cours you will learn how to creat a share vision for your team and effect commun it to your teammates. you will also learn how to set effect goal and expect in a way that best enabl your team to attain the share vision. final you will understand the most import need and driver of perform across cultur and will learn to align reward with desir behavior so that your teammat are motiv to attain the team� objectives. motiv repres a crucial challeng for contemporari organ a recent gallup poll reveal that onli 13% of worker worldwid exhibit high level of engag and motivation. we will show you whi these motiv problem are not simpli due to a �bad� or �unmotivated� team member. rather motiv is veri much driven by what work condit we creat for our teammat how we structur goal and object and how we reward peopl for the accomplish of those goals. thi cours will help you diagnos and solv motiv problem so that you can bring out the best in your people.commun employe motiv perform perform apprais leadership and manag leadership develop team manag motiv leadership employ busi leadership-and-manag

android app compon - intent activ and broadcast receiversadvancedthi 4 week mooc build upon the overview of java and android cover in cours 1 by delv deeper into core android app compon such as intent activ and broadcast receivers. you will learn by exampl how to program these core android compon togeth with android concurr framework and basic java file i/o class such as file and inputstream and android storag mechan such as share preferences. you'll also learn how to use the git sourc code manag system. throughout thi mooc you'll work increment on a project involv download store and display imag from remot websites. each week you will add addit capabl to the project base on materi cover in the lectur videos. you'll spend roughli 4 hour per week watch video lectur take quizz and program assign with java and android.comput program softwar oper system android studio broadcast java program concurr comput softwar engin android develop mobil develop computer-sci mobile-and-web-develop

averaged-switch model and simulationadvancedthi cours can also be taken for academ credit as ecea 5705 part of cu boulder� master of scienc in electr engin degree. thi is cours #1 in the model and control of power electron cours sequence. the cours is focus on practic design-ori model and control of pulse-width modul switch mode power convert use analyt and simul tool in time and frequenc domains. a design-ori analysi techniqu known as the middlebrook' feedback theorem is introduc and appli to analysi and design of voltag regul and other feedback circuits. furthermor it is shown how circuit averag and averaged-switch model techniqu lead to convert averag model suitabl for hand analysi computer-aid analysi and simul of converters. after complet of thi cours the student will be abl to practic design of high-perform control loop around switched-mod power convert use analyt and simul techniques. we strongli recommend student complet the cu boulder power electron special befor enrol in thi cours cours number provid for student in cu boulder' ms-ee program ? introduct to power electron ecea 5700 ? convert circuit ecea 5701 ? convert control ecea 5702 after complet thi cours you will be abl to ? explain oper and model of switched-mod power convert ? model open-loop transfer function and frequenc respons ? design closed-loop regul switched-mod power convert ? verifi oper of switched-mod power convert by simul ? understand the feedback theorem principl ? appli the feedback theorem to practic design exampl ? deriv averag switch model of and averag circuit model of power convert ? appli averaged-switch model techniqu to analysi and design and simul of power converterselectron circuit simul switch power electron model and simul matlab simul averag electr engin euler' totient function model physical-science-and-engin electrical-engin

compar time seri predict of covid-19 deathsbeginnerin thi 2-hour long project-bas cours you will learn how to preprocess time seri data visual time seri data and compar the time seri predict of 4 machin learn models.y will creat time seri analysi model in the python program languag to predict the daili death due to sars-cov-19 or covid-19. you will creat and train the follow model sarimax prophet neural network and xgboost. you will visual data use the matplotlib librari and extract featur from a time seri data set perform data split and normalization. to success complet thi project learner should have prior python program experi a basic understand of machin learn and a familiar of the panda library. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program model analysi project time seri a t.i.m.e. train machin learn death time seri analysi data-sci machine-learn

schedul selenium testng test via jenkin ci/cd toolbeginnerselenium is one of the most wide use test autom tool for ui function testing. the maximum roi of test autom come from it frequent execut either as a part of the ci/cd pipelin or run them often jenkin is one of the most wide use devop tool use in autom the complet life cycl of continu integr deliveri and deployment. in thi 1-hour long project-bas cours you will learn concept like creat a job in jenkin fetch code from sourc code manag tool like github execut and schedul selenium and testng tests. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.vers control jenkin softwar selenium devop github test autom run sourc code softwar test schedul computer-sci software-develop

build a simpl app in android studio with javabeginnerin thi beginn project we will give you an introduct to use android studio and will facilit you gain the confid and knowledg to begin your journey in the world of android development. by the end of thi cours you will have built an app in android studio use java and will have upload your apk to appetize. you will learn how to test your app on the appet platform. in thi app you will build button a textview an edittext and dialog boxes. we will also cover use avd manag to creat virtual devic that could be use to test applic in android studio. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesjava program java softwar platform mobil develop softwar python program softwar engin android develop project comput program android studio computer-sci mobile-and-web-develop

circadian clock how rhythm structur lifebeginnerthi cours is gear toward start undergradu students. a solid background in biolog will be help but not absolut essential. the materi will be of interest to those who are pursu a career in ani of the life scienc as well as anyon who ha run up against their biolog clock.evolut physiolog patholog bacteria chronobiolog gene circadian rhythm metabol sleep system call sleep life-sci basic-sci

convers english skillsadvanceddo you want to commun with english speaker fluently? welcom to our course. the cours consist of 6 unit with differ topic meet new peopl the peopl in your life eat in and eat out the reason to learn english good time and bad time and hobbies. from thi cours you will have a good knowledg of convers english skill in your daili life. we invit you to learn with our teacher and friend from differ countri in the video such as the unit state the unit kingdom ireland canada australia and columbia. are you ready? let� go!english grammar interperson commun english languag eat mother speech commun languag listen cultur language-learn learning-english

analysi of busi problemsbeginnerwhen doe an opportun to increas the bottom line becom a liabil for long-term brand sustain and profitability? that is the question that ga ga an off-road motorcycl manufactur is confronting. in thi culmin cours it� time to use the busi tool you have learn throughout the special to solv thi real busi problem. to help you as you develop a solut to the ga ga dilemma in the capston you will also learn a six-step analysi of busi problem methodology. by the end of the cours you will understand how to weav togeth consider from account financ market and organiz behavior in order to arriv at a sound decis that will posit impact the firm� future.at-wil employ manag process oper manag leadership and manag custom relationship manag benefit decis make influenc analysi market busi market

inferenti statist analysi with pythonbeginnerin thi cours we will explor basic principl behind use data for estim and for assess theories. we will analyz both categor data and quantit data start with one popul techniqu and expand to handl comparison of two populations. we will learn how to construct confid intervals. we will also use sampl data to assess whether or not a theori about the valu of a paramet is consist with the data. a major focu will be on interpret inferenti result appropriately. at the end of each week learner will appli what they�v learn use python within the cours environment. dure these lab-bas session learner will work through tutori focus on specif case studi to help solidifi the week� statist concept which will includ further deep dive into python librari includ statsmodel panda and seaborn. thi cours util the jupyt notebook environ within coursera.confid interv statist infer statist hypothesi test confid gener statist hypothesi python program infer hypothesi test statist analysi data-sci data-analysi

creat interact dashboard with streamlit and pythonbeginnerwelcom to thi hands-on project on build your first interact data dashboard with the streamlit librari in python. by the end of thi project you are go to be comfort with use python and streamlit to build beauti and interact dashboard and web app all with zero web develop experience! we are go to load explor visual and interact with data and gener dashboard in less than 150 line of python code! prior experi with write simpl python script and use panda for data manipul is recommended. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.gener statist inequ mathemat web develop python program web calibr plotli data visual comput program interact data-sci data-analysi

biochem principl of energi metabolismintermediateeveryon know that energi is essenti for sustain life. how can you defin energi in life? have ever thought about way of how carbohydr like glucos from your diet can be use for extract energy? a scientif field that focus on energi product and flow though live cell and organ is call bioenergetics. energi metabol cover variou biochem way of energi transform and regulatori mechan of over thousand chemic reactions. without fine control of those metabol process cell and organ cannot maintain activ link to life. thi 7 week-cours will give you a clear introduct to the basic fundament of energi metabolism. we will first establish the concept of energi metabol and subsequ examin biochem step involv in energi product from glucos oxdiat as well as glucos synthesi via photosynthesis. we will also learn about metabol reaction relat to fat as well as regulatori action among differ organs. final dysregul energi metabol in patholog condit such as diabet and cancer will be discussed. everyon know that energi is essenti for sustain life. how can you defin energi in life? have ever thought about way of how carbohydr like glucos from your diet can be use for extract energy? a scientif field that focus on energi product and flow though live cell and organ is call bioenergetics. energi metabol cover variou biochem way of energi transform and regul of thousand of chemic reactions. without fine regul of those metabol process cell and organ cannot maintain activ link to life. thi 7 week-cours will give you a clear introduct to the basic fundament of energi metabolism. we will first establish the concept of energi metabol and subsequ examin biochem process involv in energi product as well as photosynthesis. we will also learn about metabol reaction relat to fa as well as regulatori action among differ organs. final dysregul energi metabol in patholog condit such as diabet and cancer will be discussed.energi enzym metabol citric acid cycl beta oxid biochemistri glycolysi principl photosynthesi bioenerget life-sci basic-sci

global statist - composit indic for intern comparisonsintermediateth number of composit indic that are construct and use intern is grow veri fast; but whilst the complex of quantit techniqu ha increas dramat the educ and train in thi area ha been drag and lag behind. as a consequ these simpl number expect to synthes quit complex issu are often present to the public and use in the polit debat without proper emphasi on their intrins limit and correct interpretations. in thi cours on global statist offer by the univers of geneva jointli with the eth z�rich kof you will learn the gener approach of construct composit indic and some of result problems. we will discuss the technic properti the intern structur like aggreg weight stabil of time seri the primari data use and the variabl select methods. these concept will be illustr use a sampl of the most popular composit indices. we will tri to address not onli statist question but also focu on the distinct between policy- media- and paradigm-driven indicators.elast of substitut imput statist index measur target market recurs enumer set tariff youth gener statist global data-sci data-analysi

blockchain opportun beyond crypto assetsadvancedthi special offer the latest develop in blockchain technolog through a highli engag learn experi with anim video compon and intuit cours flow to maxim your knowledg retention.digit ident throughput account cryptocurr blockchain cryptographi asset databas fee zero-knowledg proof information-technolog secur

interperson development and evolutionari perspect of the mindadvancedin thi cours we will explor how individu problem solv judgment and decis make can be influenc by interperson and development factors.machin learn game theori integr by substitut comput vision autonom agent decis tree evolutionari game theori agent-bas model trigonometr substitut mind bodi problem computer-sci algorithm

account analysi i the role of account as an inform systemintermediatethi cours is the first cours in a five-cours financi report special that cover the collect process and commun of account inform via financi report about econom entiti to interest parti i.e. manag and extern stakehold such as stockhold and creditors. to gain the most relev knowledg from these cours learner should have taken a basic account cours prior to thi special which can be done through coursera cours such as ani account cours from the fundament of account special https//www.coursera.org/specializations/accounting-fundamentals. thi special focus on account concept principl and theori with an emphasi on problem that aris in appli these concept for extern report purposes. specif emphasi is place on measur of asset liabil equiti and incom as well as disclosur of addit inform that may assist user understand the financi reports. after a brief introduct to the cours we will spend time understand the overal financi account structur and standard as well as review the fundament account process use to prepar the financi statement which will establish a framework for the studi of the concept in the remain cours in the financi report specialization. in thi cours we will begin our review of key inform includ in the balanc sheet and incom statement and their relat financi disclosures. the statement of cash flow will be introduc briefli with more discuss to follow in later cours of the specialization. also we will provid a cursori review of key concept involv time valu of money as we will finish thi cours with focu on revenu recognit includ discuss of the new revenu standard. we will review the gener approach for recogn revenu special issu affect revenu recognit includ long-term construct contracts. in addit we will discuss and review common ratio use in profit analysis. the univers of illinoi at urbana-champaign consist rank as one of the nation' top three account program now offer a master� in account at a veri afford tuition rate and is complet online. the imsa is a full master of account program and student graduat with an ms that is highli recognized. tri an open cours or two then appli for admiss into the credit-bear version as you may be elig to take credit-bear cours dure the applic process. if you are miss ani prerequisit for the full degre you can complet coursera cours to demonstr readi and strengthen your applic for the imsa. for more inform on thi excit imsa onlin program refer to thi link https//www.coursera.org/degrees/imsaaccount financi account account analysi account analysi financi statement analysi financ revenu revenu recognit intern financi report standard busi business-essenti

advanc function ceramicsconversantto realiz next-gener devic novel ceram materi with ultim physic and chemic properti are required. for thi purpos a few intrins and extrins approach for the develop of new function ceram are proceeding. thi cours provid the fundament of function ceram and the materi design rule for develop advanc ceram with ultim physic and chemic properties.materi electron dental materi oxygen euler' totient function thin protocol for web descript resourc perform chemic engin biomateri physical-science-and-engin environmental-science-and-sustain

solv algorithm for discret optimizationadvanceddiscret optim aim to make good decis when we have mani possibl to choos from. it applic are ubiquit throughout our society. it applic rang from solv sudoku puzzl to arrang seat in a wed banquet. the same technolog can schedul plane and their crew coordin the product of steel and organ the transport of iron ore from the mine to the ports. good decis on the use of scarc or expens resourc such as staf and materi resourc also allow corpor to improv their profit by million of dollars. similar problem also underpin much of our daili live and are part of determin daili deliveri rout for packag make school timet and deliv power to our homes. despit their fundament import these problem are a nightmar to solv use tradit undergradu comput scienc methods. thi cours is intend for student who have complet advanc model for discret optimization. in thi cours you will extend your understand of how to solv challeng discret optim problem by learn more about the solv technolog that are use to solv them and how a high-level model written in minizinc is transform into a form that is execut by these underli solvers. by better understand the actual solv technolog you will both improv your model capabl and be abl to choos the most appropri solv technolog to use. watch the cours promot video here https//www.youtube.com/watch?v=-eirsk-rm08linear program local consist algorithm cutting-plan method simplex algorithm simul anneal discret optim mathemat optim constraint program solver computer-sci software-develop

build a googl firebas web app (part ii)advancedthi 2 hour-long guid project is part 2 of the project "build a googl firebas web app". in thi project we focu on user authent and data secur rules. at the end of thi cours you will be abl to describ and appli firebas user authent and write data secur rule to protect your firebas data. thi cours requir basic experi with firebas and intermedi to advanc knowledg of javascript. although it is not a prerequisit i would strongli recommend you take part i of thi class first if you have not alreadi done so.authent web project interfac secur project mine javascript framework javascript write web applic computer-sci mobile-and-web-develop

get start with radvancedin thi 2 hour-long project you will learn the basic of r program language. in addit you will take your first step in the use of r program languag for data analysis. by the end of thi 2-hour long project you will understand how to use the r gui call r studio. by extens you will learn the differ data type and data structur use in r. final you will learn how to instal packag and how to import data set into the r studio work space. thi cours is aim at learner who are look to get start with the r program language. there are no hard prerequisit and ani compet comput user should be abl to complet the project successfully.rstudio data type user comput project mine r program languag machin learn microsoft excel data structur project data-sci data-analysi

javascript string properti and methodsbeginnerin thi beginning-level cours you will learn and practic new string-handl skill use notepad++ to write javascript code and the chrome browser to view your results. sinc text data is commonli use as a �string� in javascript the abil to use and manipul string is a key compon in javascript programming. you will learn some of the properti and method that make string handl easier. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions..properti hold project concaten ternari condit oper hold valu extract comput program text corpu text editor computer-sci mobile-and-web-develop

coach practicesbeginnerin order for coach to be most effect it� import that there is strong cultur of coach and account which you will learn how to incorpor into your one-on-on meet in thi course. we�ll discuss strategi in coach great employe who are highli motiv consist perform and poor performers. we�ll explor specif tool such as a coach agenda you can employ immedi in your coach conversations. you will learn how to use the "coach algebra" techniqu in typic perform scenario manag encounter. final you�ll walk away from thi cours with some concret strategi on how to coach other coach-managers. if you are readi to begin creat a coach practic within your own organ pleas join us in thi course!employ thought process perform life coach coach supervis human resourc leadership and manag cultur busi leadership-and-manag

java inherit composit and aggregationbeginnerin thi project you will creat a java applic that inherit from a car class in java and use aggreg and composit in a class that use one to mani car objects. code re-us allow the develop to use tri and test code which result in more reliabl code and save in develop time as well. in object-ori program in a languag such as java code re-us can be accomplish in two distinct ways. one way is to inherit from an exist class by extend it exist functionality. a car class for exampl can be extend by a use car class by ad a paramet to indic the number of mile on it. anoth common way to re-us code is through aggreg and composition. in aggreg the class is made up of other exist class that may exist independ of the parent class. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.child is-a comput program parent order pair user comput parent project code reus inherit object-ori program computer-sci software-develop

element class and id selector in cssbeginnerin thi intermediate-level cours you will explor and compar css cascad style sheet selectors. as html is use to add content to a websit css is use to make that content visual appeal to websit visitors. thi cours focus on help you identifi how and when to use element class and id selector to enhanc the appear of text on a website� pages. css is a veri power tool and gain more control over the visual aspect of textual data on a websit is a great first step in har that power. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.text corpu web develop big data divest accuraci and precis javascript html syntax css linguist computer-sci mobile-and-web-develop

aromatherapi clinic use of essenti oilsintermediatethi cours provid an overview of essenti oil therapi and current aromatherapi practic in clinic set and give you the skill to bring aromatherapi into your own practice. by the end of the cours you will be abl to a explain what essenti oil are to a patient and how they work; b assess if an essenti oil might be benefici to a patient consid patient prefer and the research evid as well as ani safeti issu or contraindications; and c suggest a protocol for use in a clinic setting. continu educ credit thi cours ha been design to meet minnesota board of nurs continu educ requir for 15 contact hour and may be elig for ce credit from other profession board that allow self-docu of continu educ activities. it is your respons to check with your regulatori board to confirm thi cours meet your local requir and if necessari to provid them with the certif of complet you get if you pay for and fulfil all the requir of thi course.medicin cosmet ayurveda oil anxieti aromatherapi herbal herbal safeti massag life-sci research

avatar psycholog for designersadvancedthi cours cover the latest and greatest psycholog research on avatar and is relev to current and futur design of ani medium that includ user self-represent e.g. video game virtual world robot automobil social media etc.. by take thi cours you will be abl to defin digit and non-digit avatar and identifi how they are applic in everyday life. you will be abl to differenti between the type of relationship peopl have with their avatar and motiv for use avatar that are more or less similar to the self. the cours will help you discern the import differ avatar attribut e.g. gender race/ethn attract person human bodi type hair control and avoid common harm stereotyp in your designs. final you will gain the abil to design avatar that har their psycholog power to influenc user toward specif hope non-evil outcom even beyond avatar use. dr. ratan the instructor of thi one-of-a-kind cours is an intern recogn scholar who activ publish research on avatar psychology. he is also known for hi jovial and engag lectur style and believ that you learn and produc more when you are have fun. hope you enjoy the course.psycholog continu function person transform social interact graphic design icm registri video edit attract must everyday life computer-sci software-develop

effect altruismbeginnereffect altruism is built on the simpl but unsettl idea that live a fulli ethic life involv do the most good one can. in thi cours you will examin thi idea' philosoph underpin meet remark peopl who have restructur their live in accord with it and think about how effect altruism can be put into practic in your own life. all the featur of thi cours are avail for free. it doe not offer a certif upon completion. philosophi order pair human resourc thought choic altruism demand decis make ethic ration

i/o-effici algorithmsintermediateoper on data becom more expens when the data item is locat higher in the memori hierarchy. an oper on data in cpu regist is roughli a million time faster than an oper on a data item that is locat in extern memori that need to be fetch first. these data fetch are also call i/o oper and need to be taken into account dure the design of an algorithm. the goal of thi cours is to becom familiar with import algorithm concept and techniqu need to effect deal with such problems. we will work with a simplifi memori hierarchi but the notion extend natur to more realist models. prerequisit in order to success take thi cours you should alreadi have a basic knowledg of algorithm and mathematics. here' a short list of what you are suppos to know - o-not ?-notat ?-notation; how to analyz algorithm - basic calculu manipul summat solv recurr work with logarithm etc. - basic probabl theori event probabl distribut random variabl expect valu etc. - basic data structur link list stack queue heap - balanc binari search tree - basic sort algorithm for exampl mergesort insertionsort quicksort - graph terminolog represent of graph adjac list and adjac matrix basic graph algorithm bf df topolog sort shortest path the materi for thi cours is base on the cours note that can be found under the resourc tab. we will not cover everyth from the cours notes. the cours note are there both for student who did not fulli understand the lectur as well as for student who would like to dive deeper into the topics. the video lectur contain a few veri minor mistakes. a list of these mistak can be found under resources. if you think you found an error report a problem by click the squar flag at the bottom of the lectur or quiz where you found the error.binari search algorithm maxim independ set euler' totient function multipl recurs sort dage comput data storag search tree graph algorithm computer-sci algorithm

tensorflow for ai comput vision basicsadvancedthi guid project cours is part of the "tensorflow for ai" seri and thi seri present materi that build on the first cours of deeplearning.ai tensorflow develop profession certif offer at coursera which will help learner reinforc their skill and build more project with tensorflow. in thi 1-hour long project-bas cours you will learn practic how to work on a basic comput vision task in the real world and build a neural network with tensorflow solv simpl exercis and get a bonu machin learn project implement with tensorflow. by the end of thi project you will have creat a deep learn model in the comput vision with tensorflow on a real-world dataset. thi class is for learner who want to use python for build neural network with tensorflow and for learner who are current take a basic deep learn cours or have alreadi finish a deep learn cours and are search for a practic deep learn project with tensorflow project. also thi project provid learner with further knowledg about solv comput vision task and improv their skill in tensorflow which help them in fulfil their career goal by ad thi project to their portfolios.project deep learn loss function artifici neural network comput vision machin learn order pair tensorflow p-valu python program data-sci machine-learn

diabet � the essenti factsbeginneracross the world more than 420 million peopl are live with diabetes. two third of these have not yet been diagnosed. when discov late or manag incorrectli diabet can damag your heart blood vessel eye kidney and nerv lead to disabl and prematur death. in fact more peopl are die of diabet relat diseas than of diseas as hiv/aid malaria and tuberculosi combined. thi cours will provid you with an introduct to the most recent research in the field of prevent and treatment of diabet as well as a broader understand of the situat in differ commun rich and poor across the world where diabet threaten public health. what kind of diseas is diabet who ha it and who is at risk of get it? and what are the role of medicin exercis and nutrit when tri to prevent delay or treat diabetes? dure the cours you will meet research and expert from imperi colleg london emori univers in atlanta steno diabet center in copenhagen as well as the school of global health and the center for basic metabol research at the univers of copenhagen. they work with veri differ aspect of diabet from microbiolog to global public health but what tie them togeth is the belief that it is a global respons to combat diabet and thi fight can onli be won through new knowledg and global collaboration. we hope you will join us in the cours and equip yourself to take part in the ongo discuss of thi truli global and individu health challenge. thi cours is also part of the eit health programme.nutrit human learn diseas diet exercis bodi mass index diabet prevent gastric bypass surgeri obes life-sci nutrit

lesson | video conferenc face to face but onlinenot calibratedthi lesson is part of a full cours speak english profession in person onlin & on the phone. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to review video conferenc scenarios.korean languag objective-c learn how to learn video conferenc gabe zichermann english languag lesson plan c++ shrdlu speech language-learn learning-english

fundament of oper with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. in thi cours you will identifi and refin your busi oper and processes. you will explor how these can be develop both to maximis custom satisfact and support busi growth. in the exercis you will examin the purpos of process map and use thi to evalu your current busi process as your busi grows. you will consid how to refin your process to deliv oper effici and a competit advantag for your busi while also increas valu for customers. by the end of the cours you will have map and evalu key process within your busi identifi area of strength and select appropri measur for improv as your busi grows. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.entrepreneurship evalu oper manag process map competit process busi oper onlin learn custom servic train revenu oper busi entrepreneurship

corpor financ know your number 2advancedeveri manag must have a foundat understand of financi management. thi cours will prepar you for respons and sustain leadership from a financi manag perspective. via structur learn activ video lectur quizz discuss prompt and written assess you�ll learn the key aspect of effect financi manag by focus on the assess of an organisation� financi health; plan futur financi performance; financ of operations; and evalu busi and invest opportun for the organisation. thi cours will emphasis how crucial sound financi manag is for you and your organis to be success in the real-world.capit adequaci ratio number spreadsheet compound interest rel chang and differ financ systemat risk enterpris valu corpor bond invest decis capit budget busi financ

manag of fashion and luxuri companiesintermediatelearn how fashion and luxuri compani work and understand their brand product retail and commun strategies. travel through busi model intern develop and product categori with industri influent experts. adopt a case-studi approach the cours present strateg brand manag in luxuri and fashion compani as a balanc act tradit vs. innov expertis vs. experiment casual vs. stylish; in order to increas the brand valu by nurtur the brand heritag and at the same time stay fresh relev and contemporari in the global marketplace. topic such as the impact of new retail channel new media channel and new busi declin for the brand and emerg market will be discuss in the course.strategi leadership and manag brand retail manag brand manag market luxuri good brand ident commun model busi leadership-and-manag

geopolit of europebeginner"geopolit of europe" offer a dynam program on both tension and issu within the european union as well as it interact with the rest of the world. through map iconographi video comput graphic and role play the mooc render the main geopolit issu appropri to europ while focus on it represent around the world. definit multi-disciplinari thi mooc offer the learner a real tool box built up through a combin of histori geopolit econom polit scienc geographi and law. format the pedagog program is both progress and modular. it is compos of seven themat blocks. each block ha a differ scale and view point. even though the main issu explor in each block is thought as free navig each block remain mark out by specif step a map situat scenario the studi of a documentari corpu a focu on the nation percept as well as an emphasi on the news. pleas notic that some veri limit content will onli be avail in french. the knowledg acquir in the first four block can then be assess through a quiz and put into practic through the final seriou game a european scenario a mission and decis to make...! block number seven offer new analysi that will enabl you to understand the latest event of the year 2016.power polit crisi influenc polit scienc intern relat number spreadsheet emerg market polit risk global econom social-sci governance-and-societi

ace the product manag interviewadvancedsponsor by amazon web servic aws. appli your pm knowledg by answer real pm interview question ask by facebook microsoft googl and amazon! featur nanci wang head of data protect servic amazon web services; founder and ceo advanc women in product; bob o'brien senior product manag amazon web services; jenni tai director of product jam city; nanci gessler product manag learn product amazon web services; tatyana mamut chief product offic nextdoor; and sandi carter vice presid for worldwid public sector program amazon web services.process manag product manag digit market benchmark leadership listen leadership and manag person advertis interview sg&a computer-sci design-and-product

live with dementia impact on individu caregiv commun and societiesintermediatehealth profession and student famili caregiv friend of and affect individu and other interest in learn about dementia and qualiti care will benefit from complet the course. led by drs. nanci hodgson and laura gitlin particip will acquir foundat knowledg in the care of person with alzheimer� diseas and other neurocognit disorders.car for peopl with dementia qualiti of life geriatr psychosoci stress dementia famili caregiv strategi occup therapi alzheimer' diseas life-sci patient-car

annual campaign build a case for supportadvancedin thi comprehens overview of annual give program you�ll gain an introduct to the basic terminolog and concept of annual give as well as the variou solicit channel and donor types. learn how to write a direct mail appeal craft an impact email appeal and develop a script for phone solicitation. you�ll learn how to build a leadership annual give portfolio and maxim the impact of membership and event in annual campaigns. you�ll complet the cours with the knowledg and skill to build and implement a multi-channel solicit strategi that achiev the goal of an annual campaign.telemarket write fundrais ladder strategi leadership plan advertis mail audienc build relationship busi business-strategi

cloud applicationsadvancedthi cours provid an introduct to the develop and support for cloud-n applic more specif it delv into best practic of develop applications; migrat on premis applic to the cloud; the basic build block and properti expect from cloud applications. the cours also provid highlight of some novel cloud applic includ geo-distribut computations.cloud comput architectur mobil cloud comput cloud engin nativ cloud applic cloud applic cloud collabor elast cloud comput cloud-bas integr network administr cloud infrastructur information-technolog cloud-comput

approach music theori melod form and simpl harmonyintermediatethi cours is about how music works. it is about the relationship between the technic and aesthet detail of music. it is also about how develop a meaning theoret vocabulari can help you think and talk about music style and how learn that vocabulari can expand your appreci for music. in thi cours you will learn music theori not by look at theori itself but by listen to look at and�yes!�writ your own music examples. by hear see and write yourself you will learn about classic modern ancient pop jazz and folk styles. through lectur relev exampl and numer practic assign we will examin fundament aspect of melody. we will move into work with two voic and counterpoint and final to three voic and the begin of harmon function. thi is an intermediate-level cours for musician and compos who alreadi have some understand of music theori through previou study. if you are a musician or compos look to build a deeper understand of music theori for compos perform or improvis you have come to the right place. if you are an amateur lover of music or perhap play a music instrument and want to develop a deeper sens of appreci for music theori aesthet and histori you are also in the right place!histori thought harmoni music jazz poetri write piano human voic chord rel chang and differ arts-and-human music-and-art

blockchain busi modelsbeginnerblockchain is an emerg and highli disrupt technolog that is poorli understood. in thi cours you will learn what blockchain is and how it can creat valu by token in cryptocurr and in mani other practic applications. the applic includ stablecoin like facebook� libra and jp morgan� jpmcoin machin to machin payment ident protect suppli chain manag walmart maersk ibm secur vote distribut exchang decentr financ properti transfer central bank fiat crypto e.g. fedcoin and china� digit renminbi dispens prescript drug privat record intellectu properti financi report and media and advertis to name a few. the goal of the cours are to i provid an advanc understand of the variou blockchain technologies; ii determin the specif busi situat where blockchain technolog can be deploy to solv import problems; iii select the specif blockchain technolog that ha the best chanc of success for a particular problem; and iv detail the risk present by thi new technology.hash blockchain one-way function bitcoin innov cryptograph hash function ethereum cryptocurr fintech encrypt busi financ

more chines for beginnersbeginnerthi is an advanc cours for chines for beginners. learner will expand vocabulari about person inform daili life food and drink healthi and express about greet suggest agreement comparison complaint prohibit experi plan recommend etc. learner can improv their listen and speak and know much more about chines social cultures. as the same as chines for beginn the cours doesn�t ask the learner to know chines characters. recommend background for learner with certain english languag abil and better have attend chines for beginners.listen cook telephon number chines languag languag write commun grammar chines basic speech language-learn other-languag

conduct sale project with season in googl sheetsbeginnersal project are a power tool to aid in meet demand alloc of resourc and drive growth for the future. forecast techniqu can be appli to make realist predict of outcom of everyth from sale volum to likelihood of cold-cal success given the time of the year. other than good that are consid �basic necess � most sale data demonstr trend base on the season�or period of time�in which they occur. there are a multitud of statist method that can enhanc forecast by includ the factor of seasonality. thi cours will introduc you to make sale project with a multipl season model. in thi cours we will review the principl of forecast consid use case for forecast with season build the season index from the ground up run a forecast with and without season on sale data and consid the next step that could be taken with our season forecast. along the way you will visual the data and understand how forecast with season works. you will do thi as we work side-by-sid in the free-to-us softwar googl sheets. by the end of thi cours you will understand use case for conduct forecast with season in your workplac and be abl to confid appli season in ani spreadsheet software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.machin learn spreadsheet forecast season softwar model project exploratori data analysi spreadsheet softwar sale data-sci machine-learn

practic predict analyt model and methodsbeginnerstatist experi design and analyt are at the heart of data science. in thi cours you will design statist experi and analyz the result use modern methods. you will also explor the common pitfal in interpret statist argument especi those associ with big data. collect thi cours will help you intern a core set of practic and effect machin learn method and concept and appli them to solv some real world problems. learn goal after complet thi cours you will be abl to 1. design effect experi and analyz the result 2. use resampl method to make clear and bulletproof statist argument without invok esoter notat 3. explain and appli a core set of classif method of increas complex rule tree random forest and associ optim method gradient descent and variant 4. explain and appli a set of unsupervis learn concept and method 5. describ the common idiom of large-scal graph analyt includ structur queri travers and recurs queri pagerank and commun detectionmachin learn algorithm statist infer predict analyt bayesian public bia unsupervis learn ensembl learn kaggl algorithm data-sci data-analysi

predict sale revenu with scikit-learnbeginnerin thi 2-hour long project-bas cours you will build and evalu a simpl linear regress model use python. you will employ the scikit-learn modul for calcul the linear regress while use panda for data manag and seaborn for plotting. you will be work with the veri popular advertis data set to predict sale revenu base on advertis spend through medium such as tv radio and newspaper. by the end of thi cours you will be abl to - explain the core idea of linear regress to technic and non-techn audienc - build a simpl linear regress model in python with scikit-learn - employ exploratori data analysi eda to small data set with seaborn and panda - evalu a simpl linear regress model use appropri metric thi cours run on coursera' hands-on project platform call rhyme. on rhyme you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with jupyt and python 3.7 with all the necessari librari pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.regress scikit-learn project linear regress regress analysi simpl linear regress linear sale python program revenu data-sci machine-learn

introduct to research for essay writingintermediatecours 4 introduct to research for essay write thi is the last cours in the academ write special befor the capston project. by the end of thi cours you will be abl to complet all the step in plan a research paper. after complet thi cours you will be abl to - choos appropri research topic for colleg class - write detail outlin for research paper - find sourc materi for research paper - take and organ good note for research - use appropri academ tone and languag - document sourc by creat a work cite list in mla format - avoid plagiar your sourceslanguag linguist write english languag formal languag english grammar academ write sourc note take essay write arts-and-human music-and-art

python basic creat a guess number game from scratchbeginnerbi the end of thi project you will creat a simpl interact game written in python ?language. you will learn and appli basic concept of program like data type ?variabl condit and iter statement that will assist you to reach the aim of ?be abl to code your own game and daili task in python.? ? python languag is one of the most access program languag avail becaus ?of it simplifi syntax that give emphasi on natur language. it is highli use in ?machin learn and data scienc applic which are some of the biggest trend in ?comput scienc right now. it is also support by mani corpor such as facebook ?and amazon. it is special adapt by googl make it the number one choic for mani ?programm and engineers.? note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project syntax number spreadsheet interact comput program python syntax and semant languag python program iter while loop computer-sci algorithm

data scienc ethicsbeginnerwhat are the ethic consider regard the privaci and control of consum inform and big data especi in the aftermath of recent large-scal data breaches? thi cours provid a framework to analyz these concern as you examin the ethic and privaci implic of collect and manag big data. explor the broader impact of the data scienc field on modern societi and the principl of fair account and transpar as you gain a deeper understand of the import of a share set of ethic values. you will examin the need for voluntari disclosur when leverag metadata to inform basic algorithm and/or complex artifici intellig system while also learn best practic for respons data manag understand the signific of the fair inform practic principl act and the law concern the "right to be forgotten." thi cours will help you answer question such as who own data how do we valu privaci how to receiv inform consent and what it mean to be fair. data scientist and anyon begin to use or expand their use of data will benefit from thi course. no particular previou knowledg needed.soci media inform consent privaci rel chang and differ analysi thought ethic data scienc consensu decision-mak type i and type ii error data-sci data-analysi

autism spectrum disorderbeginnerunderstand the characterist of autism spectrum disord asd and their implic for behavior learn and the abil to process inform is critic for anyon work or interact with those on the spectrum -- educ clinician counselor therapist medic staff famili and employers. thi cours will give you a fundament understand of what asd is how it is diagnos the primari area of impair and whi preval is increasing. examin the development and sensori-motor differ that may impact academ play social and self-help skill at differ stage of life includ the transit to higher educ and employment. gain a clear understand of how sensori regul differ for individu on the spectrum and explor practic tool for identifi trigger and commun feelings. learn to use evidence-bas practic to provid effect intervent and explor typic strength and weak of individu on the spectrum in relat to identifi impairments. the cours culmin with a descript of the asd system of care an overview of the nation standard report studi and treatment and an explan of how evidence-bas practic are establish and implemented. those seek a more in-depth instructor-l experi are encourag to check out the profession concentr in autism offer by uc davi extens https//extension.ucdavis.edu/certificate-program/professional-concentration-autism-spectrum-disordersspectrum disord autism spectrum disord diagnost evalu autism spectrum educ evalu autism child spectrum disord human learn life-sci patient-car

singl page web applic with angularjsadvanceddo you want to write power maintain and testabl front end applic faster and with less code? then consid join thi cours to gain skill in one of the most popular singl page applic spa framework today angularjs. develop and back by googl angularj is a veri market skill to acquire. in thi cours we will explor the core design of angularj 1.x latest version of angularj 1 it compon and code organ techniques. we will enhanc the function of our web app by util depend inject to reus exist servic as well as write our own. we will creat reusabl html compon that take advantag of angularj data bind as well as extend html syntax with a veri power featur of angularj call directives. we�ll set up rout so our spa can have multipl views. we will also learn how to unit test our functionality. at the end of thi cours you will build a fulli function well organ and test web applic use angularj and deploy it to the cloud.softwar web softwar architectur unit test angularj javascript architectur angular capgemini web develop computer-sci mobile-and-web-develop

major engin project performancebeginnermanag larg project by identifi their key characterist examin the key factor and risk that affect their perform and explor method to counter their impact on the success deliveri of projects. look into exampl of best practic you'll explor the relationship between project programm and portfolios. you'll also discov the role perform by the project manag examin the difficulti associ with quantifi transact cost in major project manag and consid how differ manag approach impact on these costs. optim bia and strateg misinterpret regularli caus delay to major engin projects. use stimul case studi you'll evalu the measur of success and compar and contrast 'project success' versu 'project manag success'. in the final week of the cours you'll research and present a contemporari exampl of a major engin project from your own country. thi cours explor concept analys in the university� onlin msc in engin management. if you are interest to develop your skill further take a look at our onlin degree.project manag mechan engin engin manag project financ model project engin project construct manag leadership and manag microsoft project perform physical-science-and-engin mechanical-engin

network secur & databas vulnerabilitiesbeginnerthi cours give you the background need to understand basic network security. you will learn the about local area network tcp/ip the osi framework and rout basics. you will learn how network affect secur system within an organization. you will learn the network compon that guard an organ from cybersecur attacks. in addit to network you will learn about databas vulner and the tools/knowledg need to research a databas vulner for a varieti of databas includ sql inject oracl mongo and couch. you will learn about variou secur breach type associ with databas and organ that defin standard and provid tool for cybersecur professionals. thi cours is intend for anyon who want to gain a basic understand of network security/databas vulner or as the fourth cours in a seri of cours to acquir the skill to work in the cybersecur field as a jr cybersecur analyst.databas databas secur data secur sql inject sql code inject secur network address network secur internet protocol suit information-technolog secur

comput neuroscienceintermediatethi cours provid an introduct to basic comput method for understand what nervou system do and for determin how they function. we will explor the comput principl govern variou aspect of vision sensory-motor control learn and memory. specif topic that will be cover includ represent of inform by spike neuron process of inform in neural network and algorithm for adapt and learning. we will make use of matlab/octave/python demonstr and exercis to gain a deeper understand of concept and method introduc in the course. the cours is primarili aim at third- or fourth-year undergradu and begin graduat student as well as profession and distanc learner interest in learn how the brain process information.biolog neuron model inform theori artifici neural network human learn model reinforc neurosci comput neurosci neural code neuron softwar data-sci machine-learn

asian environment human landscap in transitionintermediatein thi cours featur mani research from the univers of zurich and intern institut we will introduc you to some of the most vibrant cultur trend address landscap appreci degrad protect and rehabilit that current circul in the asian hemisphere. you will learn about concept of landscap in asian religion philosophi social scienc histori and the art and their reverber in select environment project in china india and japan. furthermor we will discuss how they are critic reflect upon in the context of the environment human and observ how an interdisciplinari approach toward region ecosystem past and present reach out beyond pragmat technolog solut to mitig environment damage. follow us on our differ path and trajectori through the five modul of the cours you will encount mani of the reason whi environment human studi project which strive to chang people� preval attitud valu and behaviour pattern in order to redeem the rapidli global crisi and how they go about it. have acquaint yourself with the stori asia� landscap � and landscap represent � tell about actual and possibl human-natur relationship you can compar and evalu their potenti to bring about the desir chang and defin your own rang of action as an inform stakehold for creat a sustain future. what is arguabl no less intrigu you will learn how to appreci a broad rang of eco-aesthet form that re-ench our live by creativ interact with the more-than-human world. you can follow the five modul of the cours consecut or just studi the modul that interest you the most. if you want to earn a certif you need to complet all of the modul includ the quizz at the end of each module. these are the topic of the 5 modul of thi cours modul 1 concept of landscap past and present and their cosmolog underpinnings. modul 2 entangl landscap compris cultur flow of concept and form contemporari garden on the move nostalg elegi of demolish site and rural reconstruct projects. modul 3 discuss of two religi commun in india the parsi-zoroastrian and the aurovil commun and their relationship with the environment. modul 4 environment debat tackl religi concept and social practic and the problem of wast dispos in india. modul 5 environment movement and the impact of fukushima on attitud toward nuclear energi in japan creativ activ includ art project and documentari to protest against pollut and landscap degrad and rais environment awar in the sinospher and emerg concept for sustain commun life on the planet.liv bodi architectur afford histori social experi sustain landscap architectur cultur landscap design art arts-and-human music-and-art

write in english at universitybeginneracquir good academ research and write skill earli on is essenti for your success both at univers and in your profession life. thi cours aim - to give you an understand of the convent of academ write in english and to teach you the compon and benefit of what is call process writing. - to help you to put togeth your own �toolbox� of academ write skill as well as to give you a chanc to test out these tool and to reflect on your own develop as a writer. - to encourag reflect on disciplin specif conventions; although the cours deal with gener skill you will be abl to appli these gener skill to meet the particular need of your own discipline. the cours consist of four modul 1.\twrite in english at univers an introduct 2.\tstructur your text and convey your argument 3.\tuse sourc in academ write 4.\tthe writer� toolbox edit and proofread in each modul you will find video lectur and read assign and assign such as quizz reflect self-assess question as well as some peer review exercis in which you will have an opportun to interact with other student take the course. the cours is free of charg and learner have access to a free electron textbook written to complement the mooc write in english at univers a guid for second languag writers.languag order pair proofread essay write english languag edit peer review write academ write secondari sourc language-learn learning-english

structur machin learn projectsbeginnery will learn how to build a success machin learn project. if you aspir to be a technic leader in ai and know how to set direct for your team' work thi cours will show you how. much of thi content ha never been taught elsewher and is drawn from my experi build and ship mani deep learn products. thi cours also ha two "flight simulators" that let you practic decision-mak as a machin learn project leader. thi provid "industri experience" that you might otherwis get onli after year of ml work experience. after 2 week you will - understand how to diagnos error in a machin learn system and - be abl to priorit the most promis direct for reduc error - understand complex ml set such as mismatch training/test set and compar to and/or surpass human-level perform - know how to appli end-to-end learn transfer learn and multi-task learn i'v seen team wast month or year through not understand the principl taught in thi course. i hope thi two week cours will save you month of time. thi is a standalon cours and you can take thi so long as you have basic machin learn knowledge. thi is the third cours in the deep learn specialization.bia human learn analysi comput multitask error strategi deep learn multi-task learn machin learn project data-sci data-analysi

critic perspect on managementintermediatethi cours is design for student of all background who have an interest in how firm are govern the forc that have help defin modern manag practic and the outcom of that practic not onli for the firm itself but also for the societi in which they operate. for student who are think of a career in manag it may also prove use as a basic introduct to some of the conceptu vocabulari and idea behind modern theori of management. use a wide disciplinari approach - from econom and histori to social theori and even a smatter of biblic critic - the cours will invit student to consid sever core manag strategi and prioriti from often unexpect perspect in order to judg their success or failure. the key object of the cours is to bring into critic focu how we think about the function and cultur of manag how manag understand their role within a firm how they take decis set prioriti and benchmark success and failure. topic includ the function of the firm; the role of incentive; the way in which narr forc shape decis make and how market relationship defin the manageri cultur in way that can lead to sub-optim outcomes.market econom sharehold valu enabl perform apprais histori motiv experi leadership and manag suppli chain vital curv busi leadership-and-manag

rest api with http and javascriptbeginnerin thi project you will take advantag of a search engin applic interfac creat by a third parti develop and creat a use recip search engin web page that you can either use on your own comput or host it on the web to show to friends. by the end of the project you will understand the principl of rest api and write code in javascript to interfac with other system in web pages.represent state transfer hypertext transfer protocol json interfac project web page javascript web applic program interfac web api computer-sci software-develop

profession in an era of changebeginnerin thi cours we aim to provid you with an insight into how recent societ and technolog develop have chang the work of profession in a varieti of profession domain and how thi in turn affect professionalism. the cours highlight core theme discuss main insight and theori rais question and present case and link insight to practic challeng in variou profession domains. it provid a state of the art assess of profession in transit by look back and look forward. it support target audienc in deal with profession servic and professionals. the programm ha an interdisciplinari approach and will focu on differ level at macro level the cours present a histor and sociolog view on past and futur chang in profess focus on �\thow do profession field develop? �\thow is profession promot and encourag among professionals? �\thow do profession field control and empow their members? at meso level the cours present an organis view on chang within profession partnership and institut focus on the follow question �\thow do norm and routin affect profession and profession work? �\thow do profession organis and lead profession work? at micro level a psycholog perspect on chang work and a chang work environ of profession is presented. thi part focus on the follow question �\thow do profession deal with work pressur and remain motivated? �\twhich compet do profession requir to be abl and capabl to deliver? we invit you to join us and increas your understand of the topic address in thi cours through lectur interview anim read and peer interaction.bureaucraci social influenc tacit knowledg leadership demand organ manag profession develop experi leadership style motiv personal-develop personal-develop

climat adapt for human healthbeginnerth world� climat is chang and among the most signific neg consequ is to human health. while climat chang is a global health issu it health impact vari across geographi and populations. in thi cours you will learn whi take action to plan for and adapt to climat chang is necessari for protect human health as well as what kind of action are most appropri for a particular locat and population. you also will learn tool and strategi to effect plan for and enact adapt action that build resili to climat change� neg effects.clim chang process analysi scale strategi public health capac build rel chang and differ adapt plan life-sci public-health

physic 101 - forc and kinematicsadvancedthi cours serv as an introduct to the physic of forc and motion. upon complet learner will have an understand of how mathemat law and conserv principl describ the motion and interact of object all around us. they will gain experi in solv physic problem with tool such as graphic analysi algebra vector analysi and calculus. the cours follow the typic progress of topic of a first-semest univers physic cours kinemat newton� law energi and momentum. each of five modul contain read link to a free textbook complet video lectur conceptu quizz and a set of homework problems. onc the modul are complet the cours end with an exam. with 100 brief lectur and over 100 problem thi comprehens cours is similar in detail and rigor to those taught on-campus. it will thoroughli prepar learner for their upcom introductori physic cours or more advanc cours in physics.vector calculu physic energi classic mechan point devic gestur graph frame spring mechan engin electr engin physical-science-and-engin physics-and-astronomi

print and digit element of design brand and user experiencebeginnergraph design project can be deliv in either a print format or a digit format or both. thi cours will look at how to work with creativ profession to get the ideal usag out of a design to use in print medium such as logo brochur and larger print project that will also carri over as seamlessli as possibl into the digit realm of websit and social media. we will also cover the user experi and how to keep the end result in mind when work on creativ endeavors.video edit digit media typographi graphic design comput graphic adob photoshop web design comput architectur color theori experi arts-and-human histori

construct project managementbeginnerconstruct project manag introduc you to project initi and planning. industri expert join columbia univers professor ibrahim odeh to give an overview of the construct industry. professor odeh teach the fundament of the project develop cycl while guest lectur discuss lean project deliveri method and lean design behaviors. technolog advanc such as build inform model will be introduc with real world exampl of the use of bim dure the lifecycl of the project. the cours conclud with professor odeh discuss the import of project plan and schedul and an opportun to develop a work breakdown structure.leadership and manag plan work breakdown structur project manag project construct manag schedul project plan risk project plan busi business-strategi

digitalis in the aerospac industryadvancedth onlin cours digitalis in aerospac aim at make you awar of special product requir connect with digitalisation. you will learn about the role of robot and autom in manufactur and gain a better understand of differ perspect on research and manufactur as well as the point where these intersect.aerospac engin space station nastran spacecraft commun human factor and ergonom automat identif and data captur manufactur process manag digit robot project industri engin industri expertis physical-science-and-engin mechanical-engin

chosen issu in holocaust historyintermediateth holocaust - what do we know about it and what more can we learn? thi cours provid a broad and in-depth look at central topic relat to the histori of the holocaust. it examin the event and process that took place dure these earth-shatt year through new and thought-provok perspectives.new forum nazi concentr camp holocaust nazism nation trauma histori delegitimis nazi germani antisemit supremac arts-and-human histori

agil meet design thinkingbeginnerdespit everyone' good intent hard work and solid idea too mani team end up creat product that no one want no one can use and no one buys. but it doesn't have to be thi way. agil and design think offer a different--and effective--approach to product develop one that result in valuabl solut to meaning problems. in thi cours you�ll learn how to determin what' valuabl to a user earli in the process--to frontload value--bi focus your team on testabl narr about the user and creat a strong share perspective. as a project manag institut pmi� regist educ provid the univers of virginia darden school of busi ha been approv by pmi to issu 25 profession develop unit pdu for thi cours which focus on core compet recogn by pmi. provid #2122 thi cours is support by the batten institut at uva� darden school of business. the batten institute� mission is to improv the world through entrepreneurship and innov www.batteninstitute.org.us stori agil manag design think softwar user experi agil softwar develop experi softwar engin persona user experi leadership and manag computer-sci design-and-product

econometr method and applicationsconversantwelcome! do you wish to know how to analyz and solv busi and econom question with data analysi tools? then econometr by erasmu univers rotterdam is the right cours for you as you learn how to translat data into model to make forecast and to support decis making. * what do i learn? when you know econometr you are abl to translat data into model to make forecast and to support decis make in a wide varieti of field rang from macroeconom to financ and marketing. our cours start with introductori lectur on simpl and multipl regress follow by topic of special interest to deal with model specif endogen variabl binari choic data and time seri data. you learn these key topic in econometr by watch the video with in-video quizz and by make post-video train exercises. * do i need prior knowledge? the cours is suitabl for advanc undergradu student in econom financ busi engin and data analysi as well as for those who work in these fields. the cours requir some basic of matric probabl and statist which are review in the build block module. if you are search for a mooc on econometr of a more introductori natur that need less background in mathemat you may be interest in the coursera cours �enjoy econometrics� that is also from erasmu univers rotterdam. * what literatur can i consult to support my studies? you can follow the mooc without studi addit sources. further read of the discuss topic includ the build block is provid in the textbook that we wrote and on which the mooc is base econometr method with applic in busi and econom oxford univers press. the connect between the mooc modul and the book chapter is shown in the cours guid � further inform � how can i continu my studies. * will there be teach assist activ to guid me through the course? staff and phd student of our econometr institut will provid guidanc in januari and februari of each year. in other period we provid onli elementari guidance. we alway advis you to connect with fellow learner of thi cours to discuss topic and exercises. * how will i get a certificate? to gain the certif of thi cours you are ask to make six test exercis one per modul and a case project. further you perform peer-review activ of the work of three of your fellow learner of thi mooc. you gain the certif if you pass all seven assignments. have a nice journey into the world of econometrics! the econometr teamtim seri analysi maximum likelihood estim model regress analysi regress linear gener statist linear regress econometr data-sci probability-and-statist

object-ori data structur in c++beginnerthi cours teach learner how to write a program in the c++ languag includ how to set up a develop environ for write and debug c++ code and how to implement data structur as c++ classes. it is the first cours in the acceler cs fundament special and subsequ cours in thi special will be use c++ as the languag for implement the data structur cover in class.data structur memori manag crt0 memori algorithm pointer comput program comput program comput program leadership and manag object-ori program computer-sci software-develop

creat a googl ad search campaignbeginnerin thi 2-hour long project-bas cours you will learn how to creat a googl ad search campaign with the strateg foundat of campaign creation design ad group structur and keyword with relev target option design compel ads. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.match strategi track budget onlin advertis project market strategi convers track account group key busi market

capston creat your own profession journalist portfolioadvancedthi is it! it is time for you to be the journalist and practic and display the skill you have learn through thi special journey. you will creat your own profession journalist portfolio culmin in the creation of your own news report from start to finish. you will go through all the step and skill use by profession journalist conceptu a news report idea report interview research and then compil the inform for an audience. your learner commun along with the michigan state journal team will be with you everi step of the way. have a profession portfolio will help you market yourself as a journalist show off your work product as well as practic and hone your journalist skill set. you will receiv an exclus premium "journalism" badg for social media to display your capston completion.sourc journal i-dea digit journal opinion write evolut ethic person advertis multimedia arts-and-human music-and-art

foundat of market analyticsintermediatewho is thi cours for? thi cours is design for student busi analyst and data scientist who want to appli statist knowledg and techniqu to busi contexts. for exampl it may be suit to experienc statistician analyst engin who want to move more into a busi role in particular in marketing. you will find thi cours excit and reward if you alreadi have a background in statist can use r or anoth program languag and are familiar with databas and data analysi techniqu such as regress classif and clustering. howev it contain a number of recit and r studio tutori which will consolid your compet enabl you to play more freeli with data and explor new featur and statist function in r. busi analyt big data and data scienc are veri hot topic today and for good reasons. compani are sit on a treasur trove of data but usual lack the skill and peopl to analyz and exploit that data efficiently. those compani who develop the skill and hire the right peopl to analyz and exploit that data will have a clear competit advantage. it' especi true in one domain marketing. about 90% of the data collect by compani today are relat to custom action and market activities.th domain of market analyt is absolut huge and may cover fanci topic such as text mine social network analysi sentiment analysi real-tim bid onlin campaign optim and so on. but at the heart of market lie a few basic question that often remain unansw 1 who are my custom 2 which custom should i target and spend most of my market budget on and 3 what' the futur valu of my custom so i can concentr on those who will be worth the most to the compani in the future. that' exactli what thi cours will cover segment is all about understand your custom score model are about target the right one and custom lifetim valu is about anticip their futur value. these are the foundat of market analytics. and that' what you'll learn to do in thi course.predict analyt analyt market econom stochast matrix market analysi custom lifetim valu market market segment data analysi analysi busi market

exploratori data analysisconversantthi cours cover the essenti exploratori techniqu for summar data. these techniqu are typic appli befor formal model commenc and can help inform the develop of more complex statist models. exploratori techniqu are also import for elimin or sharpen potenti hypothes about the world that can be address by the data. we will cover in detail the plot system in r as well as some of the basic principl of construct data graphics. we will also cover some of the common multivari statist techniqu use to visual high-dimension data.exploratori data analysi r program comput graphic data cluster algorithm data visual cluster analysi ggplot2 data analysi comput program analysi data-sci data-analysi

organ donat from death to lifebeginnerconsid someon for organ and tissu donat at the end of life is complicated. the boundari between life and death is more complex than ever befor and it fall to medic profession to help clarifi a situat at an often confus and emot stress time. in thi cours you will learn about the scienc behind death determin and when it is possibl for deceas organ donat take place. the lectur will cover medic standard at the end of life - from brain death test to request inform consent from a griev family. by improv knowledg of good ethic practic cultur and religi consider and the logist of the organ donat process thi cours will empow the interact and discuss of medic profession and the gener public at an often confus time. thi cours will help you to ensur that the option of organ donat is compassion explor in all appropri situat at the end of life in the best way possible. watch the cours trailer here https//www.youtube.com/watch?v=ak-kvtmzgr the cours is certifi for continu profession develop cpd point in south africa. send your complet certif to organdonation@uct.ac.za togeth with your hpcsa number for 25 gener and 5 ethic points. for anoth interest cours on organ donat and transplant see clinic kidney pancrea and islet transplant from leiden univers https//www.coursera.org/learn/clinical-kidney-transplantationstrategi grief consent inform consent a t.i.m.e. brain death surgeri death medic ethic procur life-sci basic-sci

introduct to english common lawintermediateth common law of england and wale is one of the major global legal traditions. thi mooc will give you an introduct to thi influenti legal system includ it histori constitut background sourc and institutions. you�ll learn about the differ way in which law are made and interpret the english court system and the increas import of european union and human right law. now is an especi excit time to be learn about english common law given the potenti chang that lie ahead in today� polit econom and social environ � all these pose challeng to and opportun for the law. each week we�ll focu on one aspect of english common law use video lectur read discuss question and activ to enabl you to learn about and evalu key issues. whether undertaken as a standalon cours or as prepar for the univers of london� world-class llb degre you will find thi cours interest and stimulating. pleas note that particip in or complet of thi onlin cours will not confer academ credit for univers of london programmes.analysi english languag law constitut human learn common law intern law justic histori legal write social-sci law

model & framework to support sale planningadvancedwelcom to cours 3 - model & framework to support sale plan � in thi cours you�ll go through a conceptu approach to sell model and frameworks. as a primari learn outcom of thi cours we emphas the improv in the analyt compet and skill to develop sale plan and management. and the learn process goe through the applic of the model and framework that contribut to support these processes. thi cours is aim at profession who seek improv in conceptu support to the sale plan process especi with an emphasi on appli sell model and framework methodology. at thi point of the strateg sale manag special you have an excel understand of the integr of sale plan to the strategi of the company. you also have a vision of major prescript and recommend to support thi integr and proceed to strateg sale plan by appli intellig analysis. now in thi cours sell model and framework will be discuss from a conceptu standpoint to add methodolog structur into the sale plan process. therefor throughout the modul of thi cours the subject discuss will includ topic of sale manag modul 1 the sell model and framework modul 2 that support sale plan which relat to the hard skill that may be applied. in the third modul of thi cours soft skill are brought to the discuss sinc they compris an essenti compon becaus sale function includ mani aspect of the human interactions. pleas follow the step of the cours and for academ object we would recommend you to do it in the sequenc of modul propos though you may take them in a differ order. we look forward to have you dure the cours modul and lessons.leadership and manag model plan sale oper sale sale manag cognit bia sale strategi resourc alloc custom satisfact busi business-strategi

construct cost estim and cost controlbeginnerthi cours introduc the type of cost estim from the conceptu design phase through the more detail design phase of a construct project. in addit the cours highlight the import of control cost and how to monitor project cash flow. student will work on a break-even analysi of construct task in a project.project earn valu manag estim flow network cost estim cash flow manag cost control cash flow cost leadership and manag busi business-strategi

stalin and stalin in russian historybeginnerth cours present the life and deed of joseph stalin the leader of the soviet union from 1924 till 1953. it analys the reason for hi action and their result as well as the caus of hi popular in russia today. it offer an analysi of the phenomenon of stalin and of it signific for russia and beyond. in the late 1920 � earli 1930 stalin direct the massiv and rapid industrialis of the countri and the forc collectivis of it agriculture. the industrialis wa base on forc labour and collectivis on repress but both help to creat the materi base for the soviet defenc industry. in the late 1930 stalin unleash mass terror against the soviet peopl in which million perished. in hi view thi help to rid the countri of ani potenti intern enemi on the eve of the come war. the ussr togeth with it alli won the second world war but at the cost of dozen of million of lives. stalin wa instrument in creat the post-war order. the system which he creat in the 1930 shape the ussr as it wa dure hi lifetim and for decad after hi death. it also influenc the live of million of peopl beyond the soviet borders. the cours will enabl those who take it to develop an inform understand of the stalin era and of the phenomenon of stalinism. do you have technic problems? write to us coursera@hse.ruprison latex war childhood interview militari russian popul bear histori arts-and-human histori

introduct to system engineeringadvanced"introduct to system engineering" use a structur yet flexibl approach to provid a holist solid foundat to the success develop of complic systems. the cours take you step by step through the system life cycl from design to develop product and management. you will learn how the differ compon of a system interrel and how each contribut to a project� goal and success. the discipline� terminolog which can so often confus the newcom is present in an easili digest form. weekli video lectur introduc and synthesis key concept which are then reinforc with quizz and practic exercis to help you measur your learning. thi cours welcom anyon who want to find out how complex system can be develop and implement successfully. it is relev to anyon in project manag engin qa logist support oper manag mainten and other work areas. no specif background is requir and we welcom learner with all level of interest and experience.configur manag system design softwar technic review engin activ project softwar develop process leadership and manag project manag system engin level design physical-science-and-engin electrical-engin

modern robot cours 4 robot motion plan and controlintermediatedo you want to know how robot work? are you interest in robot as a career? are you will to invest the effort to learn fundament mathemat model techniqu that are use in all subfield of robotics? if so then the "modern robot mechan plan and control" special may be for you. thi special consist of six short cours is seriou prepar for seriou student who hope to work in the field of robot or to undertak advanc study. it is not a sampler. in cours 4 of the special robot motion plan and control you will learn key concept of robot motion gener plan a motion for a robot in the presenc of obstacl and real-tim feedback control to track the plan motion. chapter 10 motion plan of the "modern robotics" textbook cover foundat materi like c-space obstacl graph and tree and graph search as well as classic and modern motion plan techniqu such as grid-bas motion plan random sampling-bas planner and virtual potenti fields. chapter 11 robot control cover motion control forc control and hybrid motion-forc control. thi cours follow the textbook "modern robot mechan plan and control" lynch and park cambridg univers press 2017. you can purchas the book or use the free preprint pdf. you will build on a librari of robot softwar in the languag of your choic among python mathematica and matlab and use the free cross-platform robot simul v-rep which allow you to work with state-of-the-art robot in the comfort of your own home and with zero financi investment.plann program languag nonlinear program robot error constraint algorithm c process control differenti equat optim control torqu motion plan physical-science-and-engin mechanical-engin

ddo attack and defensesintermediatein thi mooc you will learn the histori of ddo attack and analyz new mirai iot malwar and perform sourc code analysis. you will be provid with a brief overview of ddo defens techniques. you learn an autonom anti-ddo network call a2d2 for small/medium size organ to deal with ddo attacks. a2d2 use linux firewal rate limit and class base queue and subnet flood detect to handl variou ddo traffic types. you learn the new intrus toler paradigm with proxy-bas multipath rout for ddo defense. by develop and deploy such a new secur mechan you can improv perform and reliabl of the system at the same time and it doe not have to be just an overhead. by the end of thi cours you should be abl to analyz new ddo malwar collect forens evid deploy firewal featur to reduc the impact of ddo on your system and develop strategi for deal with futur ddo attacks. for the pre-requisit we recommend the learner take the design and analyz secur network system cours to learn the basic secur concept and principl and take the secur network system with firewal and id cours to learn the basic firewal and id systems.intrus toler denial-of-servic attack subnetwork defens network servic order pair rate limit strategi malwar php computer-sci computer-security-and-network

motor and motor control circuitsadvancedthi cours can also be taken for academ credit as ecea 5341 part of cu boulder� master of scienc in electr engin degree. thi is our second cours in our special on embed sensor and motors. to get the most out of thi cours you should first take our first cours entitl sensor and sensor circuits. our first cours give you a tutori on how to use the hardwar and softwar develop kit we have chosen for the lab exercises. thi second cours assum that you alreadi know how to use the kit. after take thi cours you will be abl to ?\tunderstand how to specifi the proper ac or dc motor for a machin design. ?\tintegr the motor to a machin base on analysi of motor equat for voltag current torqu and speed. ?\timplement the motor and accompani rotari sensor into a motor control circuit in both hardwar and software. ?\tadd a motor and motor control circuit into a microprocessor base develop kit. ?\tcreat hardwar and firmwar to process motor feedback data to a microprocessor for further evaluation. you will need to buy the follow compon to do the two cours project base on the video in thi module. note that if you have alreadi purchas the psoc 5lp prototyp kit you do not need to buy it again. these part may be purchas off the digikey web site www. digikey.com. or you may obtain the spec from the site and purchas them elsewhere. these are the part number for the abov tabl the lab on motor voltag and current measurement. you can copi and past them into the search engin on the digikey web site. you need one of each except for the aa batteri n107-nd which you would need 3. 428-3390-nd p14355-nd fqu13n10ltu-nd n107-nd 1n5393-e3/54gict-nd rnf14ftd1k00ct-nd p0.62w-1bk-nd these are the part number for the abov tabl so you can copi and past them into the search engin on the digikey web site. you will need one of each. 428-3390-nd 987-1188-ndactuat electron torqu electromechan system electr engin batteri manag system spec sharp robot mechatron power drill physical-science-and-engin electrical-engin

financ for non-financi professionalsconversantimpact your financi decis and learn how to affect the perform of your unit' profit and of your organization. in thi cours gain a basic understand of financ and account concept to drive your organization' growth. upon complet of thi cours you will have gain gener financi knowledg and an in-depth understand of the impact of your decis outsid your function area. content of the cours includ select aspect of financ from a non-financi specialist perspective. specif topic includ financi analysis; plan forecast and budgeting; cash flow and strateg financing. thi class will be interact and will requir the activ involv of the particip in financ relat activities. upon complet thi cours you will be abl to 1. explain the import of financ and interpret of financi inform 2. appli the concept of account and financ to analyz financi 3. learn about key account and financ term 4. examin financi statement by use key ratio 5. explain the import of budget process 6. learn about key compon need to improv profitabilityfinanci literaci analysi cost financ financi statement financ cost market econom account financi ratio valuat financ busi financ

transfer learn for food classificationbeginnerin thi hands-on project we will train a deep learn model to predict the type of food and then fine tune the model to improv it performance. thi project could be practic appli in food industri to detect the type and qualiti of food. in thi 2-hour long project-bas cours you will be abl to - understand the theori and intuit behind convolut neural network cnns. - understand the theori and intuit behind transfer learning. - import key librari dataset and visual images. - perform data augmentation. - build a deep learn model use pre-train inceptionresnetv2. - compil and fit deep learn model to train data. - assess the perform of train cnn and ensur it gener use variou kpis.compil statist classif model machin learn layer 8 python program project test set train deep learn data-sci machine-learn

social market capston projectadvancedyour market are on social and you need to be there. howev your social strategi need to be base on the busi metric which defin your success. thi final capston project in the social market special will put the methodolog tool and insight you have learn to the test as you creat a multifacet plan to assur effect social market is an integr part of your busi strategy. whether your compani ha a sophist engag strategi or you are a new start-up you will learn to har the full power of social market to grow provabl market share and build stronger relationship with your high valu markets. for success in today' digit world you must have a plan to integr your social and mobil market strategi into your busi strategy. in thi capston you will use the practic skill that you�v master through the special to demonstr your abil to integr social and mobil market strategi into a company� busi strategy. 2016 capston schedul 1st offer begin on februari 29 2/29/16. it will be offer again start on may 23 5/23/16 august 29 8/29/16 and novemb 28 11/28/16 busi plan digit market social market market strategi social media social media market media market public relat market project busi market

the social and technic context of health informaticsintermediateimprov health and healthcar institut requir understand of data and creation of intervent at the mani level at which health it interact and affect the institution. these level rang from the extern �world� in which the institut oper down to the specif technologies. data scientist find that when they aim at implement their model in practic it is the �socio� compon that are both novel to them and mission critic to success. at the end of thi cours student will be abl to make a quick assess of a health informat problem�or a propos solution�and to determin what is miss and what more need to be learned. who is thi class for? physician nurs pharmacist social worker and other alli health profession interest in expand their understand of digit health big data health inform system and the unintend consequ of disrupt innov in the healthcar system. the cours is also aim at those with technic engin or analyt background who want to understand the nuanc of those topic when it come to healthcare.informat health care stack abstract data type interoper biomed engin softwar engin nurs informat health informat hype cycl inform privaci life-sci health-informat

ethic social mediaadvancedsoci media connect us across space and time allow us to find like-mind commun and particip creativ in public life as never before. we may often use social media without think much about the possibl consequences. but there is a shadow side associ with social media use which take the form of hate speech increas surveil lack of anonym and question use of our data. what do we need to know to use social media space effect in a way that is safe and product for all? thi cours will guid you into a deeper explor of onlin ident social media commun and their users. you will examin the way that social media is be use by public institut such as govern to build particip and convers with audiences. you will encount the most common ethic debat in social media. you will also have the opportun to build your practic skill by develop your profession social media profil defin your audienc build your social media influenc and understand how to interpret data analyt to "listen" and commun well.onlin commun commun manag order pair media campaign social media commun analyt social media analyt media technolog social media campaign social-sci governance-and-societi

code for design manag & entrepreneur iibeginnerdo you want to experi what it is to go from idea to code? if so thi is the place for you! thi is the second cours in the code for design manag and entrepreneur specialization. if you�r a hands-on collabor with develop thi cours is specif design for you. in thi cours we�r go to focu on creat interact user interfac ui� with javascript build creativ confid and compet that will make you an even better collabor on digit projects. thi cours wa develop at the darden school of busi at the univers of virginia and is taught by top-rank faculty.java annot web page document object model html interact user stori entrepreneurship web applic interfac web busi entrepreneurship

fundament of graphic designconversantgraph design is all around us! word and pictures�th build block of graphic design�ar the element that carri the major of the content in both the digit world and the print world. as graphic design becom more visibl and preval in our live graphic design as a practic becom more import in our culture. through visual exampl thi cours will teach you the fundament principl of graphic design imagemak typographi composit work with color and shape... foundat skill that are common in all area of graphic design practice. i don't just want you to watch a video of someon talk about design i want you to make design! if you want to be a design you have to be a maker and a commun so thi cours will offer you lot of opportun to get your hand dirti with exercis and with more practic projects. at the end of thi cours you will have learn how to explor and investig visual represent through a rang of image-mak techniques; understand basic principl of work with shape color and pattern; been expos to the languag and skill of typography; and understand and have appli the principl of composit and visual contrast. if you complet the cours along with it option but highli recommend brief you will have a core set of graphic design skill that you can appli to your own project or to more deepli investig a special area of graphic design. to succeed in thi cours you will need access to a computer. you can complet thi cours without one but it will be tougher. access to and a beginner' level knowledg of adob creativ suit program such as illustr photoshop and indesign will help you especi if you want to complet the option briefs.graph design color theori graphic art typographi thought design pattern comput graphic creativ art design think arts-and-human music-and-art

faster togeth enhanc the recruit of minor in clinic trialsadvancedthi cours aim to teach peopl how to enhanc the recruit of racial and ethnic minor in clinic trials. key topic includ the import of divers in clinic trial barrier and facilit to particip in clinic research commun engag effect commun educ about clinic trial provid outreach effect prescreen and enrol person-cent consent and retention. anyon with the potenti to recruit can benefit from thi cours whether work in a clinic set or in the community. the cours is split into 8 weeks. you may work at your own pace and finish the cours faster if you would like. we encourag you to take the quizz to help you learn the material. the cours is free to enrol and take. you will be offer the option of purchas a certif of complet which you will receiv if you success complet the cours requirements. thi can be an excel way of stay motivated! financi aid is also available. acknowledg we would like to acknowledg the follow member from the center for knowledg manag at vanderbilt univers medic center for their expertis and ongo insight contribut in the develop and implement of the cours sheila kusnoor phd elizabeth frake msi helen naylor ms mallori blasingam ma taneya koonc msl mph and nunzia bettinsoli gius md mls. we would also like to acknowledg artmag lab particularli casey culver john martinez and robert eva for their outstand work in film and edit the video for the course. the recruit innov center and member of the meharry-vanderbilt allianc lead the effort behind the faster togeth project. togeth they have led the develop of thi training. thi work is support by the nation center for advanc translat scienc nation institut of health under the award number u24tr001579.commun engag recruit clinic trial oral commun consent health literaci clinic research commun health clinic trial educ social-sci educ

what doe it mean to identifi as transgend or gender non-conform (tgnc)?advancedin the last decad transgend and gender nonconform tgnc individu have becom increasingli visibl in our famili cultur and public discourse. thi cours explor the concept of gender ident for peopl who are curiou about the natur of gender the process of gender affirm or chang social dynamics. particip will learn the uniqu challeng face by the tgnc popul as well as develop the skill to build inclus space in all sphere of their life. thi cours wa develop under the joycelyn elder chair in sexual health educ at the univers of minnesota.gend dysphoria media cultur homeless human sexual male famili therapi averag divers busi youth live experi personal-develop personal-develop

detect covid-19 with chest x-ray use pytorchbeginnerin thi 2-hour long guid project we will use a resnet-18 model and train it on a covid-19 radiographi dataset. thi dataset ha nearli 3000 chest x-ray scan which are categor in three class - normal viral pneumonia and covid-19. our object in thi project is to creat an imag classif model that can predict chest x-ray scan that belong to one of the three class with a reason high accuracy. pleas note that thi dataset and the model that we train in the project can not be use to diagnos covid-19 or viral pneumonia. we are onli use thi data for educ purpose. befor you attempt thi project you should be familiar with program in python. you should also have a theoret understand of convolut neural network and optim techniqu such as gradient descent. thi is a hand on practic project that focus primarili on implement and not on the theori behind convolut neural networks. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project mine python program project gradient command-lin interfac deep learn machin learn pytorch convolut neural network comput vision data-sci machine-learn

social busi model and plan for social innovationadvancedin thi cours we will take the social busi opportun that you have identifi in the first cours to a higher level. specif you will develop a busi model use the busi model canvas. gradual you will also start write your busi plan. moreov you will be abl to assess differ organiz form and select the one that is appropri for your develop busi model. by the end of the cours you will be abl to compar differ social impact invest method and choos the right fund strategi for your social venture. note it is highli recommend to have complet cours 1 'identifi social entrepreneurship opportunities' befor you start with thi course!soci ventur capit impact invest plan busi plan social busi model social entrepreneurship fund option innov strategi model busi entrepreneurship

six sigma advanc analyz phaseintermediatethi cours is for you if you are look to dive deeper into six sigma or strengthen and expand your knowledg of the basic compon of green belt level of six sigma and lean. six sigma skill are wide sought by employ both nation and internationally. these skill have been proven to help improv busi process and performance. thi cours will take you deeper into the principl and tool associ with the "analyze" phase of the dmaic structur of six sigma. it is highli recommend that you complet the "yellow belt specialization" and the cours "six sigma and the organ advanced" and "six sigma advanc defin and measur phase" befor begin thi course. in thi cours your instructor will introduc you to and have you appli some of the tool and metric that are critic compon of six sigma. thi cours will provid you with the advanc knowledg of hypothesi test and design of experi as they are associ with six sigma and lean. everi modul will includ read video and quizz to help make sure you understand the materi and concept that are studied. registr includ onlin access to cours content project and resourc but doe not includ the companion text the certifi six sigma green belt handbook 2nd edition. the companion text is not requir to complet the assignments. howev the text is a recogn handbook use by profession in the field. also it is a highly-recommend text for those wish to move forward in six sigma and eventu gain certif from profession agenc such as american societi for qualiti asq.statist hypothesi test six sigma varianc hypothesi experiment design trigonometr integr hypothesi test analysi analysi of varianc experi busi leadership-and-manag

inform visual appli perceptionadvancedthi modul aim at introduc fundament concept of visual percept appli to inform visualization. these concept help the student ideat and evalu visual design in term of how well they leverag the capabl of the human perceptu machinery.color vision process kibana label tableau softwar inform visual color space principl data visual specif technic standard data-sci data-analysi

countri level econom polici institut and macroeconom performanceadvancedthi cours examin macroeconom perform in the short run and the long run base on the economy� institut and polici environment. the first modul develop a model of macroeconomi in the short run when the price level ha it own momentum and doe not respond much to suppli and demand forces. the model enabl one to see how gdp interest rate and exchang rate are determin in the short run and how they respond to macroeconom shock and policies. the second modul start the analysi of long-run equilibrium by examin the foreign exchang market. it then connect the long-run outcom with expect about the futur trend in the exchang rate at each moment which constitut a key driver of the spot exchang rate in the short run. the methodolog develop for thi purpos can be appli to expect concern other macroeconom variabl as well. final the long-run foreign exchang model is employ to deriv a number of import lesson for the long run trend in currenc valu and competit of produc in variou countries. the third modul examin the driver of aggreg output in the long run and the mechan of adjust from the short run to the long run. the model provid insight about whi some countri are much richer than other and whi some economi grow faster than other over decades. the analysi also shed light on whi inflat vari across countri or over time in the same country. the model is employ to analyz the sourc of macroeconom instabl and the role of fiscal and monetari polici in stabil or destabil of the macroeconomy. the final modul discuss the characterist of desir macroeconom polici and the reason whi actual polici deviat from them. it connect these deviat to countri characterist that one need to take into account when assess a country� long-term macroeconom environment. the modul end with a discuss of the institut condit that help bring about better fiscal and monetari policies. at the end of thi cours you will be abl to �\tunderstand how the market for aggreg good and servic interact with the money market to shape the macroeconom equilibrium that determin incom interest rate and exchang rate in the short run. �\tunderstand the link between the short-run and long-run processes. �\tassess the dynam effect of macroeconom polici and understand the role of global govern polici institut and expect in macroeconom outcomes. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.infl perform real incom analysi interest rate econom polici monetari polici fiscal polici econom aggreg expenditur busi financ

develop fpga-acceler cloud applic with sdaccel theoryadvancedthi cours is for anyon passion in learn how to develop fpga-acceler applic with sdaccel! we are enter in an era in which technolog progress induc paradigm shift in computing! as a tradeoff between the two extrem characterist of gpp and asic we can find a new concept a new idea of computing... the reconfigur comput which ha combin the advantag of both the previou worlds. within thi context we can say that reconfigur comput will wide pervas and gradual impact human lives. henc it is time that we focu on how reconfigur comput and reconfigur system design techniqu are to be utilis for build applications. one one hand reconfigur comput can have better perform with respect to a softwar implement but pay thi in term of time to implement. on the other hand a reconfigur devic can be use to design a system without requir the same design time and complex compar to a full custom solut but be beaten in term of performance. within thi context the xilinx sdx tool includ the sdaccel environ the sdsoc environ and vivado hl provid an out-of-the-box experi for system programm look to partit element of a softwar applic to run in an fpga-bas hardwar element and have that hardwar work seamlessli with the rest of the applic run in a processor or embed processor. the out-of-the-box experi will provid interest and let us say �good enough� result for mani applications. howev thi may not be true for you you may be look for better perform data throughput reduc latenc or to reduc the resourc usage... thi cours is focus exactli on this. after introduc you to the fpga we are go to dig more into the detail on how to use xilinx sdaccel provid you also with work exampl on how to optim the hardwar logic to obtain the best of of your hardwar implementations. in thi case certain attribut direct or pragma can be use to direct the compil and synthesi of the hardwar kernel or to optimis the function of the data mover oper between the processor and the hardwar logic. furthermor in thi cours we are go to focu on distribut heterogen infrastructur present how to bring your solut to life by use the amazon ec2 f1 instances.softwar comput model logic gate softwar as a servic host system cloud comput system v iter cloud applic mathemat optim computer-sci design-and-product

web applic technolog and djangoconversantin thi cours you'll explor the basic structur of a web applic and how a web browser interact with a web server. you'll be introduc to the hypertext transfer protocol http request/respons cycl includ get/post/redirect. you'll also gain an introductori understand of hypertext markup languag html as well as the overal structur of a django application. we will explor the model-view-control mvc pattern for web applic and how it relat to django. you will learn how to deploy a django applic use a servic like pythonanywher so that it is avail over the internet. thi is the first cours in the django for everybodi specialization. it is recommend that you complet the python for everybodi special or an equival learn experi befor begin thi series.django web framework sqlite css web develop hypertext web javascript python program html sql computer-sci mobile-and-web-develop

our earth' futureintermediateour earth� futur is about the scienc of climat chang and how to talk about it. you will learn from scientist in the field of climatolog oceanographi earth scienc and anthropolog who studi how climat chang is affect peopl popul and way of life. explor the multipl line of evid for the human-induc climat chang that is happen today and consid what that mean for the futur of our planet. at the end of thi cours you will be abl to understand key scientif principl identifi and address misconcept and contribut confid to convers about climat change.sustain greenhous ga conserv biolog environment studi wildlif biolog backtest climat chang climat chang financ comput simul causal physical-science-and-engin environmental-science-and-sustain

inspir leadership through emot intelligenceconversantemot intellig hope mind and compass help a person revers the damag of chronic stress and build great leadership relationships. the posit and neg emot attractor inspir sustain desir chang and learn at mani levels.leadership mind compass leadership and manag emot intellig commun coach leadership develop stress person advertis busi leadership-and-manag

humanitarian commun address key challengesadvancedlearn how to address the main challeng of commun in humanitarian set and how to implement a commun plan in the midst of humanitarian action.audi entri point continu function project strategi commun humanitarian public relat target audienc intern relat social-sci governance-and-societi

antimicrobi resist - theori and methodsintermediateth cours will cover the topic relat to antimicrobi resist with basic definit and overview on antimicrobi their use and the emerg and spread of resistance. the cours will guid you through the concept and the import of resist spread and dissemin and how that happens. it will show you how bacteria becom resist and which mechan they might use for this. and as part of the cours you will also receiv some train in method for antimicrobi suscept test ast and detect of specif resist in the microbiolog laboratori with the basic method avail and with focu on the obtent of good qualiti result which can be interpret and use for differ purposes. addit it will show you how to use genom analysi tool to analyz whole genom sequenc data to detect resist gene and or other gene of interest in a simpl and easi way use onlin tool freeli available. in the new new version an addit modul includ detect of specif resist mechan wa added. after thi cours you should be abl to 1.\tdescrib the most import famili of antimicrobi and mode of action 2.\tunderstand the basic concept of antimicrobi resist from sever perspect clinic research and microbiolog 3.\tenumer and describ how bacteria can becom resist and the mechan that may be involv in that process 4.\tdescrib how antimicrobi resist emerg and spread around the world includ concept of antimicrobi resist transfer select and dissemin 5.\tenumer the method use for antimicrobi suscept test ast 6.\tcompar dilut and diffus method and know the basic techniqu of agar disk diffus broth dilut and agar dilut method 7.\thave detail theoret knowledg on how to perform the main method in a laboratori 8.\tknow the basic concept about analysi and interpret of result of ast includ differ breakpoint cut-off set and their applications. 9.\tunderstand the import and relat concept relat to qualiti manag and qualiti assur method standard appli to ast 10.\trelat the inform obtain in thi cours with real case of resist bacteria spread in patient the commun anim or the environ 11.\trelat the phenotyp result with result from genotyp use molecular techniqu for detect of resist mechan 12.\tunderstand the concept and be abl to appli genom analysi tool use to detect resist gene and other relev gene from whole genom sequenc wg data with demonstr of select onlin tool disclaim pleas note that the guidelin and method refer or link includ in these materi are updat when the video lectur are produc and befor the cours is releas howev these might becom outdat with time.antibiot antibiot antimicrobi microbiolog drug resist antimicrobi resist drug antibiot resist antimicrobi genom life-sci basic-sci

how to financ your ventur ?advancedth cours aim at provid knowledg and experi to entrepreneur and would-b entrepreneurs. entrepreneur gener start with a mission a new idea that they want to bring to the world. if the idea is origin it is probabl not expect by the market which ha to be educated. thi is a veri costli experience. entrepreneur need to gather capit at the start of the journey. they need to articul clear plan defin object and resourc and rais money accordingly. they also need to manag cash for two reason i becaus the better it is manag the less you need to rais with outsiders; ii becaus gener of cash flow is the pillar of the valuat of the company. and we should add that the practic reason whi a compani get bankrupt is becaus it run out of cash.. the cours is base on thi belief. we look at the myth of the balanc sheet and explain the dynam of cash flow and the way they should be managed. we also investig the basic of ventur capit and provid a practic roadmap to entrepreneurs. mani cours are dedic to the same topic. our origin is that we oper in the advisori board of the privat equiti firm xeri and are board member of their ventur companies. in addit michel wa the countri head for merril lynch in franc while philipp serv in the same function at ubs. the former as head of invest bank the latter as head of global markets.ventur capit valu proposit balanc sheet trade-off cash flow busi strategi financ initi public offer busi plan debt busi entrepreneurship

mine qualiti predict use machin & deep learningbeginnerin thi 1.5-hour long project-bas cours you will be abl to - understand the theori and intuit behind simpl and multipl linear regression. - import key python librari dataset and perform data visual - perform exploratori data analysi and standard the train and test data. - train and evalu differ regress model use sci-kit learn library. - build and train an artifici neural network to perform regression. - understand the differ between variou regress model kpi such as mse rmse mae r2 and adjust r2. - assess the perform of regress model and visual the perform of the best model use variou kpis.mathemat optim python program regress model optim project machin learn data visual data mine econometr deep learn data-sci machine-learn

first step koreanconversantthi is an elementary-level korean languag cours consist of 5 lesson with 4 unit and cover 4 skill read write listen and speaking. the main topic includ basic express use in everyday life such as greet introduc yourself talk about your famili and a daili life and so on. each lesson cover dialogu pronunci vocabulari grammar quizz and role-plays. after complet thi cours you will be abl to 1. read and write korean alphabet. 2. commun in korean with basic expressions. 3. learn basic knowledg on korean culture. it� fun and easi to follow! enjoy it!languag listen korean languag speech human learn write lectur cultur grammar commun language-learn other-languag

healthcar data qualiti and governanceintermediatecar prospect are bright for those qualifi to work with healthcar data or as health inform manag him professionals. perhap you work in data analyt but are consid a move into healthcar or you work in healthcar but are consid a transit into a new role. in either case healthcar data qualiti and govern will provid insight into how valuabl data asset are protect to maintain data quality. thi serv care provid patient doctor clinician and those who carri out the busi of improv health outcomes. "big data" make headlin but that data must be manag to maintain quality. high-qual data is one of the most valuabl asset gather and use by ani business. thi hold greater signific in healthcar where the mainten and govern of data qualiti directli impact people� lives. thi cours will explain how data qualiti is improv and maintained. you�ll learn whi data qualiti matter then see how healthcar profession monitor manag and improv data quality. you�ll see how human and computer system interact to sustain data qualiti through data governance. you�ll discov how to measur data qualiti with metadata track data proven valid and verifi data along with a commun framework commonli use in healthcar settings. thi knowledg matter becaus high-qual data will be transform into valuabl insight that can save live reduc cost to improv healthcar and make it more access and affordable. you will make yourself more of an asset in the healthcar field by what you gain from thi course.data govern metadata chang control verif and valid data qualiti committe data analysi patient care electron health record technic support life-sci health-informat

current gen 3d game prop productionadvancedin thi cours you will learn to creat a photo-r game prop use modern game art product techniques. you will gather refer gener a base model creat a high polygon model bake detail onto a low poli model and then textur and present a final portfolio piece. thi cours is aim at student who have some knowledg in 3d and game art and would like to learn more advanc techniqu employ in the creation of modern game assets. we will be use maya zbrush marmoset and substanc painter extens throughout the course. when you are finish you will have your own model base of of a real-world prop suitabl for use in modern game engines.uv map polygon mesh map bake box model 3d model high-resolut scheme model subdivis surfac low poli arts-and-human music-and-art

commun skill for univers successbeginnerthi special is aim at prepar student for undergradu studi in an english-speak university. the cours equip you for full particip and engag with your studi by build awar and understand of the core valu and expect of academ cultur and provid you with practic strategi to appli to your studies. in thi cours you will learn how to develop your commun skill to help you achiev success in your univers studies. after complet thi cours you will be abl to 1.\trecognis the import of commun in commun of practic at univers 2.\tunderstand context of commun at univers and associ expect 3.\tcommun clearli across a varieti of differ context and to a wide rang of audienc by adapt commun style appropri 4.\tdemonstr negoti and further understand through spoken written visual and convers mode 5.\teffect formul argument and commun research find through the process of research compos and edit 6.\tconfid engag in construct and critic dialogu with respect and professionalismcommun write plan present euler' totient function visual commun disposit lectur first draft of a report on the edvac group work social-sci educ

ux (user experience) capstoneadvancedin thi ux capston cours you�ll conduct a multi-stag user experi project to design a product from scratch. you will employ interview inspect method and user test along with ideat design and prototyp method to gain and commun valuabl insight that can be use to deliv a compel product. you will learn how to design and carri out an integr multi-phas user experi research and design project gain experi conduct user experi research in a real-world set gain hands-on experi with a realist ux design project improv abil to commun design concept and action research findings.us experi design a/b test experi content manag system plan case studi user research human comput interact interact design user experi computer-sci design-and-product

biomed visualisationbeginnervisualis is a rapidli progress specialti in academia research and industri and becom the futur of science. with the advanc of digit technolog and their applic biomed visualis is an evolv and popular field. with new techniqu and technolog to imag process and analys data relat to the human bodi and it biolog process it is at the forefront of the digit revolution. whi not view our cours trailer video. copi and past thi link into your browser https//youtu.be/vbqcivsit by the end of thi cours you will be abl to defin and describ anatom terminolog relat to the human body. describ the variou bodi system what compris them and how they relat to function. creat your own 3d model and anim use industri standard open-sourc softwar blender. analys variou visualis techniqu and method and be abl to appli them to area of biomed science. thi cours is the first of it kind on coursera. it explor the structur and function of the human bodi includ terminolog used. it showcas visualis techniqu avail use technolog to imag and display data relat to the bodi and biolog processes.. it also provid train in the creation of anim and examin the applic of differ type of reality. you will learn from expert in these field and with the knowledg you will gain from thi cours be abl to evalu and appli how best to use visualis in your own discipline. no prior experi is necessari but should be abl to learn at an intermedi level.biomed scienc mix realiti augment realiti anatomi medic imag extend realiti 3d model virtual realiti order pair digit imag process life-sci health-informat

ideal gasesintermediatecours 3 of statist thermodynam ideal gase explor the behavior of system when intermolecular forc are not important. thi done by evalu the appropri partit function for translat rotat vibrat and/or electron motion. we start with pure ideal gase includ monatom diatom and polyatom species. we then discuss both non-react and react ideal ga mixtur as both have mani industri applications. comput method for calcul equilibrium properti are introduced. we also discuss practic sourc of ideal ga properties. interestingli in addit to normal low densiti gase photon and electron in metal can be describ as though they are ideal gase and so we discuss them.estim method approxim chemic engin ansi energi astronomi electron statist mechan mechan engin physic physical-science-and-engin mechanical-engin

fundament of immunolog innat immun and b-cell functionintermediatecours 1 of a three cours special call fundament of immunology. each cours in the special present materi that build on the previou course' material. thi is the first leg of a three-part journey through the defens your bodi use to keep you healthy. in thi part we hope to give you the vocabulari and concept you need to interact with the medic commun and to provid them in a context that make them memorable. fundament of immunolog introduc student to the basic function of the adapt and innat immun systems. the earli lectur survey cell tissu and organ use metaphor cartoon and model to improv understand and retention. after describ the form function origin and varieti of antibodi subsequ lectur provid detail on the mechan of the gener of variation. the cours provid anim of gene rearrang and class switch and descript of affin matur correl with detail physic model of antibodi structure. the final lectur review these concept in anatom context. test employ multipl choic question test fact concept and applic of principles. question may refer to diagram draw and photograph use in lectur and reproduc in the outline. what you�ll learn the differ between adapt and innat immun system the characterist of variou pathogen that they protect you from and the overal strategi employ in thi protection. the detail structur of antibodi and relat immunoglobulin receptor the characterist and function of the differ antibodi class and the mechan for produc both the recognit region and stem regions.� final how these structur are code for in the dna and express in the b cells.antibodi biolog immunolog inflamm protein hematopoiesi biochemistri immun system gene b cell life-sci basic-sci

thorac oncologybeginnerthorac malign are major global health problems. lung cancer is the most�common cancer and caus of cancer death in the world with more than 1.5 million death per year. more�american will die from lung�canc each year approxim 159 480 than from colon �breast �pancreat �and prostat cancer combin approxim 158 630 the next most common caus of cancer death. esophag cancer is the 6th most common caus of cancer death worldwid and the 4th most common caus in develop nations. thi cours will provid a comprehens multidisciplinari introduct to state of the art approach in the care of patient with thorac malign includ variou type of lung cancer and esophag cancers. didact materi will cover epidemiolog screen and diagnosi stage imag radiat therapi system therapi surgeri psychiatri and patient support topics. thi is an on-demand cours with integr learn unit that are focus on specif topics. each unit contain sever video lectur with interact question and is follow by a short quiz. prerequisit none requir although basic medic train in some field relat to thorac oncolog would be helpful.tumor lung cancer screen cancer therapi lymph node lymph adjuv surgeri patient oncolog life-sci basic-sci

intermedi object-ori program for uniti gamesadvancedthi cours is the third cours in the special about learn how to develop video game use the c# program languag and the uniti game engin on window or mac. whi use c# and uniti instead of some other languag and game engine? well c# is a realli good languag for learn how to program and then program professionally. also the uniti game engin is veri popular with indi game developers; uniti game were download 16 000 000 000 time in 2016! final c# is one of the program languag you can use in the uniti environment. thi cours assum you have the prerequisit knowledg from the previou two cours in the specialization. you should make sure you have that knowledg either by take those previou cours or from person experi befor tackl thi course. the requir prerequisit knowledg is list in the "who thi class is for" section below. throughout thi cours you'll build on your foundat c# and uniti knowledg by develop more robust game with better object-ori design use file input and output inherit and polymorph and event handling. thi cours give you even more tool to help you build great game with c# and unity! modul 1 start use file to implement your uniti game modul 2 learn how inherit and polymorph help us write less code for our game modul 3 implement event handl to make better object-ori design and add menu to your uniti game modul 4 explor the complet implement of a small uniti game modul 5 complet final peer review �unity� is a trademark or regist trademark of uniti technolog or it affili in the u.s. and elsewhere. thi cours is an independ work and is not sponsor by author by or affili with uniti technolog or it affiliatesobject-ori program event comput c program video game develop game program comput program class hierarchi c sharp program languag game design menu button computer-sci software-develop

antisemit from it origin to the presentadvancedin thi cours 50 lead scholar from all over the world will explor question and issu relat to antisemit includ what is antisemitism? how ha it chang throughout history? whi can it be found among so mani divers cultur and even among oppos ideologies? what happen to antisemit after the holocaust? how is antisemit express today and what are the main sphere in which it can be found?critic central phenomenon histori denial antisemit russian art histori holocaust art arts-and-human histori

chines for hsk 2beginnerwelcom to hsk level 2 course! thi cours is call �chines for hsk level 2� which is also the second step toward hsk level 6. at the end of the 6 week you will be abl to express your view toward some simpl and common daili life topics. in thi cours we have ?\t24 lectur video and in class exercis ?\t44 short video in complement to the context of learn materi ?\tover 150 new vocabulari 62 new grammar point as well as relev pictur and exampl ?\tdownload practic chart for over 100 basic chines charact ?\tweekli onlin quiz and final simul exam question thi cours cover the entir content that state in the hsk level two outline. it doe not matter if you complet hsk level 1 or not as long as you have obtain basic chines languag compet i would like to welcom you to join the journey of learn chines with us. i believ you will continu enjoy the happi that chines bring to you.opinion grammar habit languag chines languag augment assign listen hanyu shuip kaoshi accept shop language-learn other-languag

impact from digit transform a nano courseconversanty believ that a lot of industri will fundament chang due to digit power the upcom 5 to 10 years? you believ that what often today have been call "disruption" might happen to an industri of your specif interest? you believ in the valu of becom abl to predict how that kind of chang will evolv in order to do digit transform and therebi avoid end up with big problem in the future? then thi cours is for you. in thi "nano-course" you will get an overview on how to do digit transformation. if you find thi overview of interest then thi "full-course" on thi topic is also avail https//www.coursera.org/learn/doing-digital-transformationbusi develop interest book averag cost news process util model strateg manag busi business-strategi

sequenc modelsconversantthi cours will teach you how to build model for natur languag audio and other sequenc data. thank to deep learn sequenc algorithm are work far better than just two year ago and thi is enabl numer excit applic in speech recognit music synthesi chatbot machin translat natur languag understand and mani others. you will - understand how to build and train recurr neural network rnn and commonly-us variant such as gru and lstms. - be abl to appli sequenc model to natur languag problem includ text synthesis. - be abl to appli sequenc model to audio applic includ speech recognit and music synthesis. thi is the fifth and final cours of the deep learn specialization. deeplearning.ai is also partner with the nvidia deep learn institut dli in cours 5 sequenc model to provid a program assign on machin translat with deep learning. you will have the opportun to build a deep learn project with cutting-edg industry-relev content.recurr neural network long short-term memori model speech recognit speech languag memori term time artifici neural network natur languag process data-sci machine-learn

data scienc capstoneadvancedth capston project class will allow student to creat a usable/publ data product that can be use to show your skill to potenti employers. project will be drawn from real-world problem and will be conduct with industri govern and academ partners.data analysi machin learn human learn analysi natur languag process gener statist languag natur languag r program comput program data-sci data-analysi

meaning predict modelingadvancedthi cours will help us to evalu and compar the model we have develop in previou courses. so far we have develop techniqu for regress and classif but how low should the error of a classifi be for exampl befor we decid that the classifi is "good enough"? or how do we decid which of two regress algorithm is better? by the end of thi cours you will be familiar with diagnost techniqu that allow you to evalu and compar classifi as well as perform measur that can be use in differ regress and classif scenarios. we will also studi the training/validation/test pipelin which can be use to ensur that the model you develop will gener well to new or "unseen" data.typ i and type ii error valid set predict model generaliz theori python program regress analysi machin learn evalu measur data-sci data-analysi

current-mod controladvancedthi cours can also be taken for academ credit as ecea 5708 part of cu boulder� master of scienc in electr engin degree. thi is cours #4 in the model and control of power electron cours sequence. the cours is focus on current-mod control techniqu which are veri frequent appli in practic realiz of switched-mode. practic advantag of peak current mode control are discuss includ built-in overcurr protect simpler and more robust dynam respons as well as abil to ensur current share in parallel connect convert modules. for peak current-mod control convert slope compens and high-frequ effect are discuss in detail. upon complet of the cours you will be abl to understand analyz model and design high-perform current-mod control for dc-dc power convert includ peak current-mod control and averag current-mod controllers. we strongli recommend student complet the cu boulder power electron special as well as cours #1 averaged-switch model and simul befor enrol in thi cours the cours number provid below are for student in the cu boulder' ms-ee program ? introduct to power electron ecea 5700 ? convert circuit ecea 5701 ? convert control ecea 5702 ? averaged-switch model and simul ecea 5705 after complet thi cours you will be abl to ? understand conduct electromagnet interfer emi and the need for input filter ? understand input filter design principl base on attenu requir and imped interactions. ? design properli damp single-stag input filters. ? design properli damp multi-stag input filters. ? use computer-aid tool and simul to verifi input filter designelectron circuit simul electr engin model market manipul simul compens accuraci and precis switch power electron averag physical-science-and-engin electrical-engin

develop your musicianship final projectadvancedthi cours will guid you through the final project for the develop your musicianship specialization. thi cours will continu to help you appli the music concept you learn throughout the special enabl you to creat and perform a 36-measur composition. taught by berkle colleg of music professor georg w. russel jr. the cours includ four video in which georg model each stage of the project. through peer feedback and discuss practic and appli what you�v learn thi final project will hone your skill as a musician.teach hear softwar harmoni music transcrib chord gratitud piano experi arts-and-human music-and-art

achiev your optim performanceadvancedin a veri competit workplac outstand perform versu good perform can make all the differ in opportun for retent and advancement. outstand perform depend a great deal though on circumst the peopl you are interact with the task at hand and your personality. do you know what it take to achiev your optim performance? in thi cours you will discov your optim perform profil in order to turn ani situat to your perform advantage. you will 1 learn the optim perform model 2 appli the model to your uniqu profil 3 test the model via a practic case situat and 4 articul your abil to use the model career success.behavior perform reflect learn process employ mathemat optim develop of person podcast person advertis unix shell personal-develop personal-develop

the music of the roll stone 1962-1974not calibratedthi cours will survey the music of the roll stone begin with the root and first format of the band in the earli 1960 and follow the group through the releas of it' onli rock 'n' roll in late 1974.gauss markov theorem packag rockbox piano music guitar lick acoust histori of rock jump arts-and-human music-and-art

global health and humanitarianismbeginnerwelcom to the global health and humanitarian mooc. we are delight to have you with us and hope that the next six week will provid an interest and thought experi for you. we hope the cours will give you an overview of global health and humanitarian in theori and in practice. these field overlap and are connect in mani signific ways. howev we have use three key theme to explor our subject each key theme will be discuss over two week block by specialist cours lectur and support by uniqu video perspect by three keynot speaker who are lead specialist in the field. - week 1 & 2 an introduct to global health dr ami hugh mbe; - week 3 & 4 humanitarian respons and dilemma dr tim jacoby; - week 5 & 6 the right to humanitarian assist and the respons to protect dr kirsten howarth. to get the best out of the cours we encourag you to tri and set asid a few hour each week. thi will give you time to work through video written materi and link resourc and to get involv with discuss with other learners. we have provid a varieti of differ read resourc and suggest activ base on the cours content. some will be essenti to your understand of the mooc theme and to assess if you have chosen to take part in assess activity. other will be for those of you who want to discov more about a particular subject or perspect or to make your own studi of global health or humanitarian in action. check through the weekli resourc and content to find out which best suit your needs. dure the cours we will look at a rang of differ opinion and debat link to key theme and address ethic and moral issues. we hope you will be inspir and encourag to explor and share your own perspect and those of other throughout the course. differ viewpoint are essenti to understand global health and humanitarian practice. we hope you enjoy the next six week find out about global health and humanitarian and look forward to hear from you on the discuss boards.bear matern health global health care humanitarian disast thought disast analysi resourc social-sci governance-and-societi

prevent healthcar for the newborn babybeginnerin thi cours you will learn some medic intervent and skill to keep newborn healthi in the day and week after they have been born. we�ll tell you about medicin like vitamin k and erythromycin and how they can prevent seriou illnesses. we�ll also introduc screen test like hear screen and newborn blood screen that help to make sure that babi are set up for success right from the start. but we will start off by talk about jaundic look at the simpl way to identifi and treat thi common present and prevent ani harm to babies. a newborn babi is an amaz beauti life fill with hope. there is so much that goe into make sure that babi are born healthi and so much more to think about after they are born. whether you are in the health care field or even a parent thi cours is the perfect educ opportun for you to keep newborn babi healthi in the day and week after they are born!hear loss risk factor brain damag heart diseas vitamin k defici diseas infect risk factor hear vitamin k life-sci patient-car

expand seladvancedsoci and emot learn or sel program have flourish in school dure the last decade. in thi cours the instructor emili price and ben kirshner introduc and help you examin commun base and youth-empower approach to social and emot learning. some of these approach address the impact of social and polit system such as immigr and structur racism on children� social and emot experiences. thi cours is a part of the 5-cours special �the teacher and social emot learn sel�. interest in earn 3 univers credit from the univers of colorado-bould for thi specialization? if so check out "how you can earn 3 univers credit from the univers of colorado-bould for thi specialization" read in the first modul of thi cours for addit information. we want to note that the cours in thi special were design with a three-credit univers cours load in mind. as a particip you may notic a bit more read content and a littl less video/lectur content. complet and pass the sel special allow the particip to appli for 3 graduat credit toward teacher re-certif and profession enhancement. we want to ensur the qualiti and high standard of a univers of colorado learn experience. interest in earn 3 graduat credit from the univers of colorado-bould for the teacher and social emot learn sel specialization? check out "how you can earn 3 univers credit from the univers of colorado-bould for thi specialization" read in the first week of thi cours for more information.mind self-awar behavior participatori action research social skill teach social construction emot well-b emot intellig problem behavior social-sci educ

visual percept for self-driv carsbeginnerwelcom to visual percept for self-driv car the third cours in univers of toronto� self-driv car specialization. thi cours will introduc you to the main percept task in autonom drive static and dynam object detect and will survey common comput vision method for robot perception. by the end of thi cours you will be abl to work with the pinhol camera model perform intrins and extrins camera calibr detect describ and match imag featur and design your own convolut neural networks. you'll appli these method to visual odometri object detect and track and semant segment for drivabl surfac estimation. these techniqu repres the main build block of the percept system for self-driv cars. for the final project in thi cours you will develop algorithm that identifi bound box for object in the scene and defin the boundari of the drivabl surface. you'll work with synthet and real imag data and evalu your perform on a realist dataset. thi is an advanc cours intend for learner with a background in comput vision and deep learning. to succeed in thi cours you should have program experi in python 3.0 and familiar with linear algebra matric vector matrix multipl rank eigenvalu and vector and inverses.deep learn artifici neural network percept comput vision autonom car stereopsi object detect convolut neural network convolut imag plane computer-sci software-develop

art & idea teach with themesintermediatethi cours is design to help build critic skill that support theme-bas teach practic and build confid in incorpor modern and contemporari art into interdisciplinari lesson plans. by address theme and question that aris in relat to modern and contemporari art the cours will help you to think creativ about link to your curriculum and the way that you can tap into students� knowledg and life experience. in thi cours you will explor four theme that educ at the museum of modern art use frequent in their teach place & space art & ident transform everyday object and art & society. through video slideshow and a varieti of resourc read and activ you will explor the content and context of work of art in moma� collection. learner will� - explor work of modern and contemporari art through a varieti of theme that relat to classroom content and student experience. - hear directli from artist about their idea and processes. - learn about the way that a themat approach support interdisciplinari teach and learning. - gain exposur to a rang of digit resourc avail for teach with theme and incorpor content around work of art into your classroom.art therapi cultur experi art histori interdisciplinari teach teach art i-dea media cultur visual art arts-and-human music-and-art

diseas screen in public healthintermediatecurr and futur public health is character by the increas of chronic and degen diseas correspond to the worldwid age of the population. the increas preval of these condit togeth with the long incub period of the chronic diseas and the continu technolog innov offer new opportun to develop strategi for earli diagnosis. public health ha an import mandat to critic assess the promis and the pitfal of diseas screen strategies. thi mooc will help you understand import concept for screen program that will be explor through a seri of exampl that are the most relev to public health today. we will conclud with expert interview that explor futur topic that will be import for screening. by the end of thi mooc student should have the compet need to be involv in the scientif field of screen and understand the public health perspect in screen programs. thi mooc ha been design by the univers of geneva and the univers of lausanne. thi mooc ha been prepar under the auspic of the ecol romand de sant� publiqu www.ersp.ch by prof. fred paccaud md msc head of the institut of social and prevent medicin in lausann www.iumsp.ch in collabor with professor antoin flahault md phd head of the institut of global health geneva https//www.unige.ch/medecine/isg/en/ and prof. gillian bartlett-esquil mcgill univers quebec/ institut of social and prevent medicin lausanne.non-communic diseas public health psychiatri mental health geriatr rehabilit servic medicin diseas cardiovascular diseas cancer life-sci public-health

copyright for educ & librariansbeginnerfear and uncertainti about copyright law often plagu educ and sometim prevent creativ teaching. thi cours is a profession develop opportun design to provid a basic introduct to us copyright law and to empow teacher and librarian at all grade levels. cours particip will discov that the law is design to help educ and librarians.i-dea confid doctrin educ write law educ practic author public domain patent law social-sci educ

arch of titu rome and the menorahintermediateth arch of titu rome and the menorah explor one of the most signific roman monument to surviv from antiqu from the perspect of roman jewish and later christian histori and art. the arch of titu commemor the destruct of jerusalem by the emperor titu in 70 ce an event of pivot import for the histori of the roman empir of judaism of christian and of modern nationalism. togeth with your guid professor steven fine you will examin ancient text and artifact gain skill as a historian as you explor the continu signific of the arch of titu from antiqu to the veri present. cours member will accompani professor fine on virtual "fieldtrips" to museum and histor site in lo angel and new york where you will "meet" curat scholar and artists. you will attend an academ colloquium and even "participate" in offic hours. student will particip in the latest advanc in the studi of the arch - the restor of it origin colors. you will learn how color wa use in roman antiqu and appli that knowledg to complet your own 'color restoration' of the arch of titu menorah relief.linguist analysi israel evalu autoregress condit heteroskedast art primari sourc cultur order pair histori arts-and-human histori

provid social emot behavior and special educ servic in schoolbeginnerwelcom to our the third cours in the school health special provid social emot behavior and special educ servic in school. in thi cours you will learn about how social-emot skill mental health and learn are related. we will focu on how school can support social-emot learn and promot mental health for all students. we will walk through the reason that school should promot student mental health. next we�ll review school wide activ to support skill develop and prevent social emot and behavior challenges. then we�ll identifi strategi for student at risk of develop problems. final we�ll highlight intervent that can be use for student who have signific mental health needs. we will emphas the way that school think about mental health problem and provid servic for student with disabl which is differ than in medic or mental health settings. as part of the cours we will introduc two student to help all of thi inform come alive. prepar yourself to learn about an essenti piec of student wellness�social-emot health.behavior bulli social work mental health school social worker suicid social skill mental ill educ special educ life-sci public-health

infonom ii busi inform manag and measurementadvancedeven decad into the inform age account practic yet fail to recogn the financi valu of information. moreov tradit asset manag practic fail to recogn inform as an asset to be manag with earnest discipline. thi ha led to a busi cultur of complac and the inabl for most organ to fulli leverag avail inform assets. thi second cours in the two-part infonom seri explor how and whi to adapt well-hon asset manag principl and practic to inform and how to appli accept and new valuat model to gaug information� potenti and realiz econom benefits. in addit the cours will enlighten student on the critic but confound issu of inform ownership properti right and sovereignty. the cours will wrap up with an overview of emerg role for the information-savvi organ of the 21st century.financi model organiz structur data qualiti enterpris inform manag asset asset manag monet financi ratio matur financ leadership and manag busi business-strategi

civic engag in american democracyintermediateso how doe the american polit system work? who are some of the key actors? what are key concept for a student tri to understand what� go on? how can i as a citizen influenc politics? civic engag in american democraci take on these and other key questions. we�r dr. nichola carn and dr. bruce jentleson the princip cours instructors. along with our duke faculti colleagu who also contribut modul we�v design the cours to provid a strong foundat introduct to us politics. if you�r new to thi materi proceed through the modul one by one and build up your knowledg of polit and government. if some of the materi is familiar go ahead and set your own pace. either way we hope civic engag in american democraci help you be an effect student in more advanc polit cours and/or an engag citizen in 21st centuri america.polit scienc peopl manag law vote influenc human learn american law civic engag constitut global social-sci governance-and-societi

the meat we eatnot calibratedth meat we eat is a cours design to creat a more inform consum about the qualiti safeti health and sustain of muscl food and address current issu in anim agricultur in develop and develop countries.cook food safeti nutrit food scienc foodborn ill meat palat eat meat industri beef physical-science-and-engin environmental-science-and-sustain

acut and chronic rhinosinus a comprehens reviewbeginnerwelcom to acut and chronic rhinosinus a comprehens review thi cours offer by the depart of otolaryngolog � head and neck surgeri at the icahn school of medicin at mount sinai is design to inform primari care physician and gener otolaryngologist as well as nurs physician assist and medic assist about the differ between acut and chronic rhinosinus and how to distinguish and treat them. it is also applic to individu who wish to broaden their knowledg and vernacular about thi diseas process especi those who may suffer from thi condition. the cours ha been divid into four modul each of which is follow by multipl choic question to help attende further understand thi condit week 1 - cme inform accredit and introduct week 2 - modul 1 normal sinu anatomi and function 15 min. + quiz week 3 - modul 2 acut rhinosinus diagnosi and treatment 17 min. + quiz week 4 - modul 3 chronic rhinoinus diagnosi and treatment 18 min. + quiz week 5 - modul 4 the role of surgeri for sinus and activ evalu 36 min. + 2 quizz the primari object of thi cours is to provid physician with a thorough understand of how to better diagnos and treat patient who suffer from acut and chronic rhinosinusitis. those particip in thi cours have the option to receiv cme credit. pleas review the cme inform and accredit prior to proceed with the cours modules. releas date januari 16 2018 expir date januari 16 2020 estim time to complet one hour and forti five minut cme fee $30.00 cme credit offer 1.75 cme review marita s. teng md how to receiv cme credit for physician who are interest in earn cme credit and other alli health profess who wish to receiv a verif of attend certif you must a. complet signatur track detail to follow after enrol in thi cours b. complet registr process through the icahn school of medicin at mount sinai cme offic use the follow link http//bit.ly/acutechron you will be requir to pay an addit non-refund fee of $30.00 in addit to the $49.00 fee for signatur track. c. email an attach copi of your verifi certif from coursera to the cme offic at the icahn school of medicin at cme@mssm.edu and request your cme certificate. d. you will be provid with the instruct for download your cme/c certificate. technic design and develop lynett bobbitt lisa chase jill gregori paul lawrenc charl psarrea rori sacksacut rhinosinus chronic rhinosinus medic manag surgeri anatomi medic educ evalu patient diagnost evalu antibiot life-sci patient-car

the social context of mental health and illnessbeginnerlearn how social factor promot mental health influenc the onset and cours of mental ill and affect how mental ill are diagnos and treated. thi cours explor how our understand of mental health and ill ha been influenc by social attitud and social develop in north america and around the world. the cours begin by situat our contemporari mental health practic in histor context then look at differ aspect of mental health mental ill and mental health servic and their connect to what� go on in our social environment.ment ill mental disord mental health crimin justic schizophrenia medic anthropolog social psycholog anthropolog psychiatri psycholog social-sci governance-and-societi

understand financi statement compani positionbeginnerthi cours is design to provid a basic understand of financi statement with an emphasi on the balanc sheet. howev to understand account driven financi statement it is import to recogn that account is less about count and more about measuring. �what is it that is be measured?� well as the cours unfold you will learn about the three measur question and how the balanc sheet help to answer the first two of these questions. by tour a real compani and interview real busi peopl the cours describ the basic content of financi statement in a simpl yet relev context. the goal of the cours is to leav a last impress about what balanc sheet consist of and what it reveals. the next cours in the fundament of account special complet the convers by address the remain measur question. upon success complet of thi cours you will be abl to �\tdescrib the purpos of a balanc sheet. �\tdefin the three compon of a balanc sheet. �\trecogn and understand the mean of sever item typic present on a balanc sheet. �\texplain the broader purpos of financi statement and the role of account in produc the financi statements. �\tread and to some extent interpret real-world balanc sheets. if you enjoy thi busi cours and are interest in an mba consid appli to the imba a flexibl fully-accredit onlin mba at an incred competit price offer by the univers of illinois. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.fundament analysi asset balanc sheet current asset fix asset account financ financi statement bookkeep analysi busi business-essenti

build a firebas android applicationadvancedthi 1.5 hour class is the android counterpart of the class build a googl firebas web application. firebas is use by mani major compani and websit to deliv world-class real time data synchron across the internet on differ platform like io web and android. in thi class you will learn about the data structur of firebas how to set one up as well as how to develop android mobil applic in java that interact with firebase. at the end of thi cours you will be well vers and prepar to develop power android firebas applic in java. thi class requir basic to intermedi experi in android applic develop in java as a prerequisite.nosql data structur android develop mobil develop mobil app deploy environ applic develop io develop databas web information-technolog cloud-comput

plot (graphics) in rbeginnerin thi two-hour long project-bas cours you will learn data visual plot in data science. by the end of thi project you will have creat and visual correl plot deviat plot rank plot distribut plot composit plot time seri plot and cluster plots. thi class is for learner who want to use r for data visual and plot and for learner who are current take a basic machin learn cours or have alreadi finish a machin learn cours and are search for a practic data visual project course. also thi project provid learner with basic knowledg about data visual techniqu and improv their skill in creat variou type of chart and plot which help them in fulfil their career goal by ad thi project to their portfolios.ventur round student residu correl and depend comput graphic project project mine time seri util data visual machin learn data-sci data-analysi

dog emot and cognitionbeginnerdog emot and cognit will introduc you to the excit new studi of dog psycholog what the latest discoveri tell us about how dog think and feel about us and how we can use thi new knowledg to further strengthen our relationship with our best friends.evolut anim behavior cognit scienc behavior dog anim human learn dog behavior train cognit life-sci animal-health

privaci in the western worldbeginnerwelcom to thi cours about privaci we are thrill to see that you are interest and will provid you with a comprehens studi of thi intriguig subject. we hope thi cours will enthus you to look further into privaci and person data regulation. especi in the light of recent event it becom more import to know about your alleged!? right and freedoms. after show you a number of interest exampl of privaci in recent event thi cours continu to provid you with an histor introduct and vari case and court decisions. it will guid you through the cultur and legal chang in percept of privaci over time. sometim with a more technolog perspective. notabl in the western world differ have accumul over time and the differ between the usa and europ will be explain extens in the follow-up courses. through video lectur and quizz we endeavor to build a solid foundat for you to construct a well-found opinion on privacy. last but not least we sincer hope you enjoy the course! prof.mr.dr. jan smitsperson identifi inform gener data protect regul person advertis histori convent on cybercrim privaci secur cybercrim law data protect social-sci law

skepticismbeginnerskeptic is about doubt and doubt is everywher in the world around us today. there are doubt about whether man-mad climat chang is real whether vaccin are harm whether we can trust our politician or our media and so on. when is such skeptic warrant and when doe it stray into unreason territory? how widespread can such skeptic get while still be coherent? how might a radic skeptic have pernici social consequ such as by lead to relativ and just what is relativ and what is problemat about it? these are all question that we will be engag with in thi cours along the way we will consid some import philosoph issu such as what the natur of knowledg is whether there are ani good argument that show that knowledg is imposs and how a moder skeptic might accord with an ancient concept of the good life of human flourish one that essenti involv the intellectu virtues. thi cours is aim at anyon who is interest in learn more about philosophi along with those who are look for strategi to combat extrem in their communities. use these approach no matter what your skill level in topic you would like to master you can chang your think and chang your life. in thi cours learner will explor the concept of skeptic discuss the role of skeptic in contemporari societi identifi common respons to skeptic compare/contrast variou form of skeptic appli knowledg of skeptic to form a person stanc recogn whi knowledg is more than just true beliefthought psycholog intellectu climat chang skeptic and denial virtu paradox philosophi cook climat chang skeptic arts-and-human philosophi

conson of american english pronunciationbeginnerin thi first cours of the pronunci of american english special you will learn and practic all of the conson sound of american english includ some pair of conson that are especi tricky. each week you will receiv practic advic from success english learner and practic an effect techniqu call shadow to improv your pronunci of conson sounds. you will also have opportun to record yourself and to respond to the record of other learners. onli learner who pay for the cours will be abl to take the grade quizz or submit assign for feedback. the free version provid access to the lectur and practic activ only.sound phonet grammar zoo vote linguist translat studi languag english grammar english languag language-learn learning-english

guitar perform techniquesintermediateyour favorit guitarist didn't becom your favorit guitarist without the support of other musicians. the most import skill for a guitarist to learn is the exact same skill that wa so import in kindergarten play well with others. guitar perform techniqu give guitarist the essenti and practic skill to play well with other in ani ensembl situation. thi cours begin with daili warm-up techniqu that help you prepar for rehears jam session and stage performances. from there you'll explor chord time accuraci tone product ear train and the mani aspect of jam with other musicians. upon success complet of thi cours you will be abl to confid interact with other musician in a group set and bring your a-gam to ani jam session you join.gig chord piano strategi perform music guitar sound legato listen arts-and-human music-and-art

thrive in tri time teach-outbeginnerin time of crisi like the coronaviru and covid-19 pandem we can still find way to thrive by use posit practices. when mani of us feel challeng enough just get through the day thrive simpli mean find way to meet those challeng � larg or small � with creativ resourc and agility. join thi teach-out to learn about practic that allow peopl and organ to thrive even dure tri times. we invit you to join us in the thrive in tri time teach-out a free learn experi and global convers to consid how posit practic might help you navig thi time of stress. you will learn with expert from the center for posit organ at the univers of michigan stephen m. ross school of busi about how you can creat these condit use specif evidence-bas practic from the field of posit organiz scholarship. throughout the teachout expert will share concret action you can take both as an individu and as famili an organ and community.experi bodymind thrive averag stress cultur celebr recoveri famili crisi creativ personal-develop personal-develop

introduct to graph theoryintermediatew invit you to a fascin journey into graph theori � an area which connect the eleg of paint and the rigor of mathematics; is simpl but not unsophisticated. graph theori give us both an easi way to pictori repres mani major mathemat result and insight into the deep theori behind them. in thi cours among other intrigu applic we will see how gp system find shortest rout how engin design integr circuit how biologist assembl genom whi a polit map can alway be color use a few colors. we will studi ramsey theori which prove that in a larg system complet disord is impossible! by the end of the cours we will implement an algorithm which find an optim assign of student to schools. thi algorithm develop by david gale and lloyd s. shapley wa later recogn by the conferr of nobel prize in economics. as prerequisit we assum onli basic math e.g. we expect you to know what is a squar or how to add fraction basic program in python function loop recurs common sens and curiosity. our intend audienc are all peopl that work or plan to work in it start from motiv high school students.planar graph graph color match graph network flow stabl marriag problem graph theori eulerian path algorithm mathemat computer-sci algorithm

compassion leadership through servic learn with jane goodal and root & shootsintermediatejoin us for an action-ori onlin teacher profession develop course! thi cours will teach particip how to identifi and implement a local service-learn campaign use the root & shoot program model. the servic learn curriculum equip particip with teacher resourc to discov the differ between service-learn and commun servic and appli the root & shoot model to help youth have a voic in identifi and address need in their community. at root & shoot our goal is to develop compassion leader to make the world a better place for peopl other anim and the environment. help us achiev that goal! complet the cours and mentor young peopl to lead chang in their commun use commun map collabor with stakehold and design practic solut in the form of campaigns. connect young peopl to dr. jane goodall� messag of hope while facilit a sens of empower that come from help others!tim manag evalu fundrais youth empower leadership experienti learn educ compass youth voic youth engag social-sci educ

social media data analyticsadvancedlearn outcom after take thi cours you will be abl to - util variou applic program interfac api servic to collect data from differ social media sourc such as youtub twitter and flickr. - process the collect data - primarili structur - use method involv correl regress and classif to deriv insight about the sourc and peopl who gener that data. - analyz unstructur data - primarili textual comment - for sentiment express in them. - use differ tool for collect analyz and explor social media data for research and develop purposes. sampl learner stori data analyst want to leverag social media data. isabella is a data analyst work as a consult for a multin corporation. she ha experi work with web analysi tool as well as market data. she want to now expand into social media arena tri to leverag the vast amount of data avail through variou social media channels. specif she want to see how their client partner and competitor view their products/servic and talk about them. she hope to build a new workflow of data analyt that incorpor tradit data process use web and market tool as well as newer method of use social media data. sampl job role requir these skill - social media analyst - web analyst - data analyst - market and public relat final project deliverable/ artifact the cours will have a seri of small assign or mini-project that involv data collect analysi and present involv variou social media sourc use the techniqu learn in the class. the cours wa develop by dr. chirag shah while he wa a faculti member at rutger university. he is current a faculti member at univers of washington.data model sentiment analysi comput program text mine python program social media analyt data analysi social media analysi r program data-sci data-analysi

elast googl cloud infrastructur scale and automationbeginnerthi acceler on-demand cours introduc particip to the comprehens and flexibl infrastructur and platform servic provid by googl cloud. through a combin of video lectur demo and hands-on lab particip explor and deploy solut element includ secur interconnect network load balanc autosc infrastructur autom and manag services. prerequisit to get the most out of thi cours particip should have � complet googl cloud fundament core infrastructur or have equival experi � complet essenti googl cloud infrastructur foundat or have equival experi � complet essenti googl cloud infrastructur core servic or have equival experi � basic profici with command-lin tool and linux oper system environ � system oper experi includ deploy and manag applic either on-premis or in a public cloud environ new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng quest >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<cloud platform virtual privat network googl cloud platform cloud comput load balanc build autom deploy environ cloud infrastructur manag servic leadership and manag information-technolog cloud-comput

respons surfac mixtur and model buildingintermediatefactori experi are often use in factor screening.; that is identifi the subset of factor in a process or system that are of primari import to the response. onc the set of import factor are identifi interest then usual turn to optimization; that is what level of the import factor produc the best valu of the response. thi cours provid design and optim tool to answer that question use the respons surfac framework. other relat topic includ design and analysi of comput experi experi with mixtur and experiment strategi to reduc the effect of uncontrol factor on unwant variabl in the response.experi factori experi regress analysi comput simul least squar predict interv nois experiment design linear regress regress data-sci probability-and-statist

local econom developmentintermediatewelcom to thi mooc on local econom develop led. local econom develop refer to the process by which local govern busi and civil societi group get togeth to rais incom sustain and improv their live in a well-defin area. it� about creat job secur livelihood improv infrastructur and manag local resources. what do i learn? we will be deal with question such as the following. whi doe econom develop take place in some area of the world and not in others? whi doesn�t it happen in your place? what prevent peopl from have the live they want to live right there? could your region make more of the opportun of global and new technologies? did the promis of decentr in your countri fail to deliv better public servic and more respons governments? if these are the question you are ask yourself thi is the right cours for you. it explor the where who and how of econom development. pleas have a look at our list of content for the come 8 week 1.\twhat is led? what drive it? 2.\thow doe global shape led? 3.\thow doe decentralis affect led? 4.\thow doe competit affect innovation? 5.\twhat are entrepreneurship and it dimensions? 6.\twhi are valu chain and cluster so important? 7.\twhat are some led strategies? 8.\tyour project how will i learn? in each week you will be abl to access the content of the video suggest read and addit video for select deepening. you will also find assign that you have to complet if you want to earn a certif for thi mooc. we will first introduc our �toolkit� a seri of theori and concept that will help you read the situat in your locality. we will explor the main factor affect local econom develop such as global decentralis and competitiveness. we will discuss key compon like entrepreneurship and innov and look into the organ of local economi into cluster valu chain and learn regions. we will conclud by deepen on some specif construct that make local economi grow to benefit their communities. you will also contribut your idea in the discuss forum where you will learn from other particip around the world. what make thi cours special? there is plenti of inform in internet on local econom develop which is mostli prepar by intern donor or multilater organisations. so what doe thi cours do differently? first of all the cours is offer by academ that have signific publish research on local econom development. thi cours gather a wealth of academ knowledg that often fight the assumpt on what thing are suppos to be like. second the instructor of thi cours have particip in dozen of capac build project in latin america asia eastern europ and africa. put learn at the centr they work with commun local govern intern donor and busi associations. they often found a signific distanc between theori and practic in local econom develop and thi ha been the basi of learning. third the cours is acut awar that each region is differ and doe not attempt to offer a one-size-fits-al recipe. it singl out key factor that drive local econom develop and enabl particip to do their own learn process defin local problem and appropri solutions. the aim of the cours is that particip come up with their own idea on how to promot local econom development. how will i get a certificate? if you want a certif for particip in thi mooc you will need to complet a small assign each week and particip in the discuss forums. in the end of the mooc you will put these contribut togeth in one final document your capston project. i hope you find thi cours excit and that you get to share our passion for promot local econom development. your instructor dr. georgina m. g�mez iss prof. emeritu ahj bert helms iss dr. jan fransen ihsmarket econom local govern econom commun develop econom develop economi global valu chain valu chain competit entrepreneurship social-sci econom

polit economi of institut and developmentintermediatethi cours is part of the sdg initi <http//www.sdginitiative.org/> address the un sustain develop goal specif for the follow sdg [1 8 10 and 16]. we hope you will join in our effort to reach the sdg� in small but measur and action way cooper with develop done differently. expand your impact. you can creat a better world. in today� world polit and econom are interconnect but what is the natur of thi connectivity? what are the power relationship that shape the world economi today and creat new challeng for intern institut face globalization? what make some countri wealthier than others? do we face cultur divers or fragmentation? doe the type of govern effect econom develop and social chang or is it the other way around? how do we measur it and how trustworthi is the data? these issu and mani more will be examin in thi cours along with a wide librari of sourc and a bite criticism.measur opinion econom benefit economi continu function evalu influenc polit scienc rel chang and differ social-sci governance-and-societi

philosophi and the scienc introduct to the philosophi of cognit sciencesbeginnercours descript what is our role in the univers as human agent capabl of knowledge? what make us intellig cognit agent seemingli endow with consciousness? thi is the second part of the cours 'philosophi and the sciences' dedic to philosophi of the cognit sciences. scientif research across the cognit scienc ha rais press question for philosophers. the goal of thi cours is to introduc you to some of the main area and topic at the key junctur between philosophi and the cognit sciences. each week we will introduc you to some of these import question at the forefront of scientif research. we will explain the scienc behind each topic in a simpl non-techn way while also address the philosoph and conceptu question aris from it. area you�ll learn about will includ philosophi of psycholog among whose issu we will cover the evolut of the human mind and the natur of consciousness. philosophi of neurosci where we�ll consid the natur of human cognit and the relat between mind machin and the environment. learn object gain a fairli well-round view on select area and topic at the intersect of philosophi and the scienc understand some key question and conceptu problem aris in the cognit sciences. develop critic skill to evalu and assess these problems. suggest read to accompani 'philosophi and the sciences' we are pleas to announc a tie-in book from routledg entitl 'philosophi and the scienc for everyone'. thi cours companion to the 'philosophi and the sciences' cours wa written by the edinburgh philosophi and the scienc team expressli with the need of mooc student in mind. 'philosophi and the scienc for everyone' contain clear and user-friendli chapter chapter summari glossari studi question suggest for further read and guid to onlin resources. pleas note thi companion book is option - all the resourc need to complet the cours are avail freeli and list on the cours site.neurosci psycholog philosophi of mind psycholog cognit scienc cognit psycholog philosophi evolutionari psycholog conscious cognit arts-and-human philosophi

grow to great smart growth for privat busi part iintermediatethi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti focus on challeng face by exist privat busi when they attempt to grow substantially.priorit plan valu proposit custom servic custom valu proposit leadership and manag market mix busi plan innov entrepreneurship busi business-strategi

evalu machin learn model with yellowbrickbeginnerwelcom to thi project-bas cours on evalu machin learn model with yellowbrick. in thi cours we are go to use visual to steer our machin learn workflow. the problem we will tackl is to predict whether room in apart are occupi or unoccupi base on passiv sensor data such as temperatur humid light and co2 levels. we will build a logist regress model for binari classification. thi is a continu of the cours on room occup detection. with an emphasi on visual steer of our analysi we will cover the follow topic in our machin learn workflow model evalu with roc/auc plot confus matric cross-valid score and set discrimin threshold for logist regress models. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt yellowbrick and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.statist classif evalu model regress scikit-learn machin learn regress analysi confus matrix logist regress python program data-sci machine-learn

busi intellig and competit analysisbeginnerbi the end of 2019 it is clear that american airlin aal the world� largest airlin group is in trouble. with the growth rate of it stock price rank at the bottom of all major us airlin and go in the opposit direct from the sp500 index aal need to find out what is go on and how to turn the compani and it stock price around. the challeng face by aal is typical; address it may well be a manag consult project worthi million of dollars. in particular busi intellig and competit analysi is requir to discov problem and opportun for the compani and lay the foundat for turning-around strategies. in thi cours you will learn a power tool that combin data industri classif and analyt model with visual tool for effect and effici busi intellig and competit analysis. upon complet of the cours you should be abl to conduct a busi intellig and competit analysi on a compani of your choic as a manag consultant.benchmark valu chain suppli chain analyt analyt competit intellig market research competit inventori busi intellig demand plan busi business-essenti

enterpris and infrastructur securityadvancedthi cours introduc a seri of advanc and current topic in cyber secur mani of which are especi relev in modern enterpris and infrastructur settings. the basic of enterpris complianc framework are provid with introduct to nist and pci. hybrid cloud architectur are shown to provid an opportun to fix mani of the secur weak in modern perimet local area networks. � emerg secur issu in blockchain blind algorithm internet of thing iot and critic infrastructur protect are also describ for learner in the context of cyber risk. mobil secur and cloud secur hyper-resili approach are also introduced. the cours complet with some practic advic for learner on how to plan career in cyber security.infrastructur secur critic infrastructur protect cloud comput secur mobil secur payment card industri data secur standard cloud comput secur awar blockchain internet of thing secur computer-sci computer-security-and-network

english for effect busi speakingadvancedthi cours aim to improv your busi english speak skill by develop your use of vocabulari grammar pronunci spoken commun skill within a busi context and your abil to deliv profession busi speech for specif purposes. skill learn in thi cours will be use in the cross-cultur commun cours and help prepar you to deliv the profession busi present in the capston project. after complet thi cours you will be abl to - deliveri effect job interview - give persuas busi pitch - deliveri inform busi present - speak persuas in english - adapt content to purpos context and audienc - use appropri style and tone of write for busi purposescommun languag english languag ansi corpor jargon present busi present busi commun interview speech language-learn learning-english

rais capit credit tech coin offer and crowdfundingintermediateconsid the benefit and challeng of disrupt capital-rais technology. advanc in technolog have both systemat and democrat consumers� and business� access to capital. in thi cours you will explor the way in which technolog ha transform access to consum credit and access to seed capit for busi projects. you will examin disrupt technolog in credit score rais capit through token and the evolut of crowdfund for both debt and equiti financing. you will also learn how to differenti between crypto-bas capital-rais models.model ethereum credit strategi benefit payment system reason capit market fintech data analysi busi financ

learn how to learn for youthbeginnerbas on the most popular open onlin cours in the world thi cours give you easi access to the learn techniqu use by expert in art music literatur math scienc sport and mani other disciplines. no matter what your current skill level use these approach can help you master new topic chang your think and improv your life. thi cours explain * whi sometim let your mind wander is an import part of the learn process * how to avoid "rut think" in order to think outsid the box * the valu of metaphor in develop understand * a simpl yet power way to stop procrastin if you�r alreadi an expert these strategi will turbocharg your learn includ test-tak tip and insight that will help you make the best use of your time on homework and problem sets. we all have the tool to learn what might not seem to come natur to us at first�th secret is to understand how the brain work so we can unlock it power. fill with anim applic question and exercis thi cours make learn easi and fun!learn to learn youth learn how to learn test prepar sleep system call pomodoro techniqu anxieti human learn memori persist personal-develop personal-develop

what is news?conversantthi cours will guid you through the basic element of profession journal and the news valu and ethic of cover real-world issu and events. the overview and exampl of the type of news coverag help introduc the differ type of journal such as social media multimedia print visual and broadcast and how profession journalist effect use each format.new write credibl ethic write news new report journal network news transfer protocol social media photojourn arts-and-human music-and-art

interprofession healthcar informaticsintermediateinterprofession healthcar informat is a graduate-level hands-on interact explor of real informat tool and techniqu offer by the univers of minnesota and the univers of minnesota' nation center for interprofession practic and education. we will be incorpor technology-en educ innov to bring the subject matter to life. over the 10 modul we will creat a vital onlin learn commun and a work healthcar informat network. we will explor perspect of clinician like dentist physic therapist nurs and physician in all sort of practic set worldwide. emerg technolog telehealth game simul and escienc are just some of the topic that we will consider. throughout the cours we�ll focu on creativ controversi and collabor - as we collect imagin and creat the futur within the rapidli evolv healthcar informat milieu. all healthcar profession and it geek are welcome!inform exchang data visual telehealth healthcar qualiti evidence-bas practic electron human resourc electron health record interoper informat electron health record data-sci data-analysi

creat your first python programbeginnerin thi 2-hour long project-bas cours you will learn the basic of python program languag and it basic syntax. through hand on practic experi you will go through concept like use the termin and a text editor as a python programm variabl function list condit statement for and while loop and get user input. you will then appli the concept to creat your first command line applic to manag a to-do list. thi cours is aim at learner who are look to get start with python program without ani prior program experience. howev ideal you'r a compet comput user and are familiar with basic discret mathematics. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python syntax and semant comput program languag command-lin interfac for loop semant python program syntax while loop comput program computer-sci software-develop

method and statist in social scienc - final research projectadvancedth final research project consist of a research studi that you will perform in collabor with fellow learners. togeth you will formul a research hypothesi and design come up with operation creat manipul and measur instrument collect data perform statist analys and document the results. in thi cours you will go through the entir research process and will be abl to help determin what research question we will investig and how we design and perform the research. thi is an invalu experi if you want to be abl to critic evalu scientif research in the social and behavior scienc or design and perform your own studi in the future.gener statist operation evalu statist analysi quantit research stereotyp threat empir research project stereotyp research method life-sci psycholog

emt foundationsbeginnerin thi cours you will get a thorough introduct to the emerg medic servic system and learn the foundat compon to how it work as a whole. you will also learn the nut and bolt of becom a healthcar provid and gain some basic knowledg about the human body. by the end of the cours you will be abl to 1 understand the histori and compon of the em system 2 speak the languag of medicin with basic medic terminolog as well as have an understand of basic human anatomi 3 understand the differ type of commun and how they are specif to em 4 take vital sign and master the normal from the abnorm and 5 master person and scene safeti and begin the process of patient assessment.pati emerg medicin emerg medic servic safeti vital sign medicin digit signatur emerg anatomi commun life-sci patient-car

cloud comput projectadvancednot you should complet all the other cours in thi special befor begin thi course. thi six-week long project cours of the cloud comput special will allow you to appli the learn theori and techniqu for cloud comput from the previou cours in the special includ cloud comput concept part 1 cloud comput concept part 2 cloud comput applic part 1 cloud comput concept part 2 and cloud networking.apach hadoop cloud comput distribut comput comput network edg comput data extract grid comput stream process python program choic computer-sci computer-security-and-network

israel state and societyintermediateisrael is a countri that draw a lot of public attent around the globe. nevertheless both those who support israel and those who are critic of it geopolit stand and polici usual have a veri limit knowledg about the isra societi and it polit system. thi cours present israel from multipl perspect - polit social econom and cultur - in an attempt to expos the learner to a cut edg academ research on the country. each of the 13 session is focus on one aspect of the isra society. everi session start with a gener introduct of the issu at hand host one expert or more who share their most recent studi and insight on that specif field. everi 15 minut or so the student are ask to answer an inform quiz of compris of a singl question. upon the complet of each class an onlin chat will be opened. student studi for credit are expect to particip in it ask relev question and answer question about the requir read for thi class. student will graduat from thi cours with a better understand of the isra societi better knowledg of the isra histori polit and economi and better acquaint with the vari group of which the isra societi is comprised.multicultur economi demographi educ israel polit commun man elect histori collect trauma social-sci governance-and-societi

python data representationsadvancedthi cours will continu the introduct to python program that start with python program essentials. we'll learn about differ data represent includ string list and tupl that form the core of all python programs. we will also teach you how to access file which will allow you to store and retriev data within your programs. these concept and skill will help you to manipul data and write more complex python programs. by the end of the cours you will be abl to write python program that can manipul data store in files. thi will extend your python program expertis enabl you to write a wide rang of script use python thi cours use python 3. while most python program continu to use python 2 python 3 is the futur of the python program language. thi cours introduc basic desktop python develop environ allow you to run python program directli on your computer. thi choic enabl a smooth transit from onlin develop environments.immut object python program smooth process iter comput program write array substr string comput scienc computer-sci software-develop

base of the law of oblig (the russian federation) part 1advancedth present cours give an overview of base of the law of obligations. the cours is direct to student of gener educ institut russian and foreign lawyer head of legal entiti financi director chief account auditor practic in english and to ani person interest in the law of obligations. the cours goal and object the main goal of the cours is to provid student with fundament knowledg of the basi of the russian law of oblig cours object are 1. to introduc student to analyz and evalu situat from a legal perspect identifi the essenti element of the russian contractu system. 2. to orient student toward distinguish between differ type of form of oblig and the abil of the main subject of law individu and legal entiti to incur and fulfil legal obligations. learn outcom by the end of thi cours student shall be abl to 1.\tanalyz and evalu situat from a legal perspective. 2.\tidentifi the essenti element of a contract. 3.\tunderstand situat when contract shall have a particular form 4.\tidentifi moment of conclus of contract 5.\tdistinguish between offer and public offer 6.\texplain due execut of obligationsconform audit write demand contract a must law shop accept semigroup action busi business-strategi

solar energi basicsintermediatethi cours give you an introduct to the fundament of solar power as it appli to solar panel system installations. you will learn to compar solar energi to other energi resourc and explain how solar panel or photovolta pv for short convert sunlight to electricity. you will be abl to identifi the key compon need in a basic photovolta solar panel system such as is found on a hous or build and explain the function of each compon in the system. you will also learn how to calcul the electr demand of a build how to reduc the overal demand and then how to design a solar panel system that can meet that annual demand at a given location. you will also compar the differ type of price model that are be use and key regulatori consider for grid tie system where a hous or build is connect to the electr grid and also gener electr from solar panels. a capston design project that entail both the simpl audit of a build to determin demand and a select of compon to design a solar panel system to meet that demand.photovolta energi energi energi audit solar system system design renew energi sustain energi solar energi energi effici load calcul physical-science-and-engin environmental-science-and-sustain

advanc engin system in motion dynam of three dimension (3d) motionintermediatethi cours is an advanc studi of bodi in motion as appli to engin system and structures. we will studi the dynam of rigid bodi in 3d motion. thi will consist of both the kinemat and kinet of motion. kinemat deal with the geometr aspect of motion describ posit veloc and acceler all as a function of time. kinet is the studi of forc act on these bodi and how it affect their motion. --------------------------- recommend background to be success in the cours you will need to have master basic engin mechan concept and to have success complet my cours entitl engin system in motion dynam of particl and bodi in 2d motion.� we will appli mani of the engin fundament learn in those class and you will need those skill befor attempt thi course. --------------------------- suggest read while no specif textbook is requir thi cours is design to be compat with ani standard engin dynam textbook. you will find a book like thi use as a refer and for complet addit practic problem to enhanc your learn of the material. --------------------------- the copyright of all content and materi in thi cours are own by either the georgia tech research corpor or dr. wayn whiteman. by particip in the cours or use the content or materi whether in whole or in part you agre that you may download and use ani content and/or materi in thi cours for your own person non-commerci use onli in a manner consist with a student of ani academ course. ani other use of the content and materi includ use by other academ univers or entiti is prohibit without express written permiss of the georgia tech research corporation. interest parti may contact dr. wayn whiteman directli for inform regard the procedur to obtain a non-exclus license.ord pair structur analysi angular frame bridg engin deriv matric mechan engin .properti solar system physical-science-and-engin mechanical-engin

teach english now! foundat principlesbeginnerthrough a seri of engag metaphor and stori prospect and current efl/esl teacher will identifi summar and evalu 7 basic languag learn paradigms. learner will be present inform on such foundat principl as motiv risk take two differ mode of learn and balanc the teacher profession. learner are also given an understand of basic techniqu found on those principl such as teacher talk look �ridiculous� in order to lower the affect filter and networking. with these foundat principl in mind esl/efl teacher will scrutin common assumpt about languag learn by compar how they stack up to research-bas core principles.teach languag strategi teach method languag acquisit principl english languag educ human learn merger & acquisit social-sci educ

python function file and dictionariesconversantthi cours introduc the dictionari data structur and user-defin functions. you�ll learn about local and global variabl option and keyword parameter-pass name function and lambda expressions. you�ll also learn about python� sort function and how to control the order in which it sort by pass in anoth function as an input. for your final project you�ll read in simul social media data from a file comput sentiment score and write out .csv files. it cover chapter 10-16 of the textbook �fundament of python program � which is the accompani text option and free for thi course. the cours is well-suit for you if you have alreadi taken the "python basics" cours and want to gain further fundament knowledg of the python language. togeth both cours are gear toward newcom to python program those who need a refresh on python basic or those who may have had some exposur to python program but want a more in-depth exposit and vocabulari for describ and reason about programs. thi is a follow-up to the "python basics" cours cours 1 of the python 3 program special and it is the second of five cours in the specialization.jpeg comput program data file analysi python program write euler' totient function sort comput program function program computer-sci software-develop

toward languag univers through lexic semant introduct to lexic and semant typologyadvancedth aim of the cours is to obtain the idea of the lexicon as a complex system and to get the methodolog of the typolog approach to the lexicon cross-linguist as well as to learn about the gener mechan of semant shift and their typolog relevance. by the end of the cours the student should know the basic principl of lexic organ the main paramet of semant variat in lexicon and be abl to appli the basic method of the analysi of lexic mean to differ lexic domains. the cours is design for student of linguist program ba ma phd as well as for teacher and research in the name field. the cours contain the overview of differ approach to the semant descript of lexic item and lexic system in differ languag and discuss the methodolog of moscow lexic typolog group lectur 1. thi methodolog �frame approach� is illustr with the data of the follow domain aquamot verb lectur 2 verb of fall lectur 3 adject denot old lectur 4 and pain metaphor lectur 5 and 6. the result of the analys are visual with special construct lexic semant maps. do you have technic problems? write to us coursera@hse.rucorpora english languag semant corpu linguist languag semiot linguist typolog statist categor metaphor and metonymi language-learn other-languag

comput vision neural transfer style & green screen effectbeginnerin thi 1-hour long project-bas cours you will learn how to do comput vision on imag and video with opencv and python use jupyt notebook. you will understand how neural transfer style work and you'll use it on imag and on videos. final you'll learn how to use the green screen effect on your images. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and opencv pre-installed. prerequisit in order to be success in thi project you should have an intermedi knowledg of python and opencv. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.fil shortcut internet opencv web desktop machin learn python program project cloud comput comput vision display devic data-sci machine-learn

sensor and sensor circuit designintermediatethi cours can also be taken for academ credit as ecea 5340 part of cu boulder� master of scienc in electr engin degree. after take thi cours you will be abl to ?\tunderstand how to specifi the proper thermal flow or rotari sensor for take real-tim process data. ?\timplement thermal sensor into an embed system in both hardwar and software. ?\tadd the sensor and sensor interfac into a microprocessor base develop kit. ?\tcreat hardwar and firmwar to process sensor signal and feed data to a microprocessor for further evaluation. ?\tstudi sensor signal nois and appli proper hardwar techniqu to reduc it to accept levels. you will need to buy the follow compon to do the two cours project base on the video in thi module. note that if you have alreadi purchas the psoc 5lp prototyp kit you do not need to buy it again. these part may be purchas off the digikey web site www. digikey.com. or you may obtain the spec from the site and purchas them elsewhere. these are the part number type out so you can copi and past them into the digikey web site. you will need one of each part. 428-3390-nd nhd-0216bz-rn-ybw-nd 570-1229-nd a105970ct-ndflow network mechan engin robot electron mechatron electr engin pressur sensor nois circuit design actuat physical-science-and-engin electrical-engin

get start with sa visual analyticsbeginnerin thi cours you learn more about sa visual analyt and the sa viya platform how to access and investig data in sa visual analyt and how to prepar data for analysi use sa data studio.softwar plan spss data analysi visual analyt busi analyt sa softwar analyt analysi data item data-sci data-analysi

cyber-phys system model and simulationadvancedcyber-phys system cp for short combin digit and analog devic interfac network comput system and the like with the natur and man-mad physic world. the inher interconnect and heterogen combin of behavior in these system make their analysi and design an excit and challeng task. cp model and simul provid you with an introduct to model and simul of cyber-phys systems. the main focu is on model of physic process finit state machin comput convert between physic and cyber variabl and digit networks. the instructor of thi cours is ricardo sanfelic https//hybrid.soe.ucsc.edu associ professor in the depart of comput engin at the univers of california santa cruz.tim electron scale robot robot system simul architectur physic model and simul frame physical-science-and-engin mechanical-engin

predict ideal diamond over good diamond use a random forest use rbeginnerin thi 1-hour long project-bas cours you will learn how to complet a train and test set use an r function practic look at data distribut use r and ggplot2 appli a random forest model to the data and examin the result use rmse and a confus matrix. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.random chi-squar distribut deep learn machin learn euler' totient function bar chart gener statist io develop ggplot2 time seri data-sci data-analysi

the bible' prehistori purpos and polit futurebeginnerwith it wall raze to ground by babylon� armi jerusalem join a long line of ancient vanquish cities�from ur and nineveh and persepoli to babylon itself. while some recov from the destruct other did not. but none respond to polit catastroph by fashion the kind of elabor and endur monument to their own downfal that we find in the bible. most conquer popul view their subjug as a sourc of shame. they consign it to oblivion opt instead to extol the golden age of the past. the biblic author in contrast react to loss by compos extens write that acknowledg collect failur reflect deepli upon it caus and discov therebi a ground for collect hope. work through color biblic and ancient near eastern text and draw on an array of compar exampl the cours illustr the thoroughgo manner with which biblic author respond to defeat by advanc a demot agenda that place the commun at the center. the aim of the biblic author wa to creat a nation and they sought to realiz thi goal via a share text which includ stori and song wisdom and laws. thi corpu of write belong without a doubt to humanity� greatest achievements. wherea the great civil of the near east invest their energi and resourc into monument of stone that could be destroy by invad armi the biblic author left a literari legaci that ha been intens studi until the present day. more import these authors� visionari respons to defeat brought to light a radic new wisdom the notion that a peopl is greater than the state which govern it and that a commun can surviv collaps when all of it member can claim a piec of the pie and therefor have a reason to take an activ part in it collect life.pragmat bibl order pair religion histori project conquest israel law educ arts-and-human histori

commun chang in public healthintermediatein bring about behavior chang in public health we often focu on the individu mother student or farmer. we should not forget the commun structur and norm constrain for encourag individu health behaviors. thi cours examin the commun context of the chang need to promot the public� health. we begin by examin the variou definit of �community� and the process by which we �diagnose� or seek to understand the structur and characterist of differ type of communities. an appreci of commun similar and differ is necessari lest we fall into the trap of design one-size-fits-al interventions. we need to recogn that no matter that outsid may view a commun as poor or neglect we can find strength and capac for improv in each community. identifi commun capac and resourc is the first step in facilit commun change. differ practic and philosoph approach to chang and therefor examined. specif to the chang process is our recognit of the need for commun to particip in the design implement and evalu of ani intervention. we examin the concept of particip in an effort to see how differ level of involv may affect sustain of commun chang efforts. final a case studi of a commun participatori approach to onchocerciasi control in africa is presented. commun direct intervent ha subsequ been success appli to provid other essenti primari health care servic by and in the commun such as insecticid treat bednet malaria treatment vitamin a distribut deworm medicin and pneumonia and diarrhea case management.efficaci case studi u.s. secur and exchang commiss model ecosystem model commun chang public health economi compet human resourc soil ecolog life-sci public-health

six sigma tool for analyzebeginnerthi cours will cover the measur phase and portion of the analyz phase of the six sigma dmaic defin measur analyz improv and control process. you will learn about lean tool for process analysi failur mode and effect analysi fmea measur system analysi msa and gaug repeat and reproduc gr&r and you will be introduc to basic statistics. thi cours will outlin use measur and analysi phase tool and will give you an overview of statist as they are relat to the six sigma process. the statist modul will provid you with an overview of the concept and you will be given multipl exampl problem to see how to appli these concepts. everi modul will includ read discuss lectur video and quizz to help make sure you understand the materi and concept that are studied. our appli curriculum is built around the latest handbook the certifi six sigma handbook 2nd edit and student will develop /learn the fundament of six sigma. registr includ onlin access to cours content project and resourc but doe not includ the companion text the certifi six sigma handbook 2nd edition. the companion text is not requir to complet the assignments. howev the text is a recogn handbook use by profession in the field. also it is a highli recommend text for those wish to move forward in six sigma and eventu gain certif from profession agenc such as american societi for qualiti asq.analysi trigonometr integr gener statist data analysi process normal distribut binomi distribut student residu six sigma causal busi business-essenti

real bone adventur in forens anthropologybeginnerforens anthropolog involv medico-leg case where human remain have lost "personhood" an individu cannot be identifi due to decomposit or destruct of uniqu person features. we will learn techniqu that biolog anthropologist appli to these case to identifi certain social attributes. we will also blend both biolog and social anthropolog to analyz human variat and well-b in urban settings. thi cours will investig and discuss the variou techniqu of analysi that biolog anthropologist can appli to forens cases. topic includ human osteolog the recoveri of bodi the analysi of life histori the reconstruct of caus of death and variou case studi where anthropologist have contribut significantli to solv forens cases. discuss will includ the limit of forens anthropolog and the applic of dna recoveri to skeletal/mummifi materials.adult forens biolog patholog death forens anthropolog forens scienc forens age anthropolog mandibl social-sci law

gener academ englishintermediatedo you want to read and write better in english? welcom to our course. the cours consist of 6 unit with differ topic art man and natur social issu engin and technolog psycholog econom and management. from thi cours you will have a good knowledg of gener academ english learn skills. we invit you to learn with our teacher and friend from differ countri in the videos. are you ready? let� go!man educ harmoni latex english languag academ write english grammar psycholog art listen language-learn learning-english

the american south it stori music and artbeginnerfrom small farm to urban neighborhood from the region itself to the more distant world of the southern diaspora we discov the stori music and art of the american south.poetri write histori art storytel music auction jazz gauss markov theorem photographi histori of rock arts-and-human music-and-art

creat custom layer in kerasbeginnerin thi 1-hour long project-bas cours you will learn how to creat a custom layer in kera and creat a model use the custom layer. in thi project we will creat a simplifi version of a parametr relu layer and use it in a neural network model. then we will use the neural network to solv a multi-class classi?c problem. we will also compar our activ layer with the more commonli use relu activ layer. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should be familiar with python program neural network and keras. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.artifici neural network project internet python program kera machin learn file shortcut network model tensorflow rectifi neural network data-sci machine-learn

brand manag in digit economynot calibrated???? ????????????? ??????? ????????? ? ??????????? ???????? ? ?????????? ??????? ? ???????? ???????? ?????????.brand commun leadership and manag brand strength analysi economi model brand manag brand brand ident strategi brand awar busi business-strategi

innov in a digit worldintermediatefacebook airbnb tesla amazon uber. in just a few year compani like these have chang the face of the global economy. meanwhil hundr of thousand of start-up are disrupt old busi model take on centenni industri group � and winning. it� clear that the rule of busi have chang forever. thi mooc provid a knowledg toolkit for the ongo digit revolution. you�ll discov 15 concept that are essenti for understand the new mechan of digit busi and innovation. each concept is explain in it own beauti design content-rich instruct video along with addit resourc for you to explore. the idea are illustr with up-to-the-minut case studi and exampl from a wide rang of industries. week 1 whi digit chang everyth week 2 creat valu in a digit world week 3 think and act differ week 4 entrepreneurship in a digit world thi mooc is ideal for learner from a wide rang of backgrounds. it is brought to you by four expert professor and research from telecom paristech a lead european graduat school in the field of digit technolog and social science. thi mooc is support by the patrick and lina drahi foundation.digit strategi valu chain open innov strategi ration entrepreneurship product plan innov busi plan gross margin busi entrepreneurship

introduct to commun scienceadvancedsinc antiqu scholar have appreci the import of commun as social be we cannot exist without communication. we need to interact with peopl around us to make sens of the world and to posit ourselv in a wider social and cultur reality. in thi cours we look at how and whi commun evolv as a scienc and reflect on today� domin paradigms. the cours also extend beyond the boundari of commun scienc itself explor dimens of histori sociolog and psychology. join our class togeth with peopl all over the world. introduct to commun scienc explor some of the basic theori model and concept from the field of mass interperson and intraperson communication. the cours begin with a consider of sever basic model subsequ progress to the histori of commun theori linear effect-ori theori the recept approach and final explor theori on the product and reinforc of cultur through communication. upon complet of thi cours student should �\thave knowledg of the histori and develop of commun science; �\thave knowledg of the domin theoret approach within commun science; �\thave knowledg and understand of the most import model and concept in thi field. begin the week of februari 16 2015 you will be abl to join signatur track a system that verifi your ident when you take an exam. thi option will allow you to earn a verifi certif which provid formal recognit of your achiev in the cours and includ the univers of amsterdam logo. befor then you can complet a �test run� of the exam. you can then re-tak the exam after the verifi certif becom available. for inform regard verifi certif see https//courserahelp.zendesk.com/hc/en-us/articles/201212399-verified-certificates"polit commun histori new media commun histori of commun mass commun sociolog media studi scienc commun commun scienc social-sci governance-and-societi

optim of topic model use grid search methodbeginnerin thi 2-hour long project-bas cours you will learn how to optim a topic model to achiev best fit use grid search method. topic model is an effici unsupervis machin learn tool that aid in analyz the latent theme from text datasets. but it is also necessari to learn to optim the model to obtain the best fit model in order to achiev better interpret theme to gain meaning insights. in thi project you will learn about the statist paramet to gaug the model qualiti and creat interact visual of the theme for a more intuit evalu of topic models. the focu of thi project is primarili from an applic point of view instead of underli statist mechanisms. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.top model curv fit hyperparamet optim machin learn mathemat optim data analysi project gener statist model evalu data-sci machine-learn

sport and build aerodynamicsintermediatecours abstract have we reach the boundari of what can be achiev in sport and build design? the answer is definit �no�. thi cours explain basic aspect of bluff bodi aerodynam wind tunnel test and comput fluid dynam cfd simul with applic to sport and build aerodynamics. it is intend for anyon with a strong interest in these topics. key field address are urban physic wind engin and sport aerodynamics. cours content the cours consist of 6 weeks. the first 3 week are on fundament the second 3 week on applications. - week 1 basic aspect of fluid flow - week 2 wind-tunnel test - week 3 comput fluid dynam - week 4 build aerodynam - week 5 100 m sprint aerodynam - week 6 cycl aerodynam cours upgrad in january-februari 2017 the cours will be upgraded/extend with - new modul on cycl aerodynam - week 7 climat adapt of build and citi - week 8 air pollut if you want to take the upgraded/extend cours pleas wait with enrol until mid february. lectur the lectur is bert blocken professor at eindhoven univers of technolog in the netherland and ku leuven in belgium. he is a civil engin hold a phd in build physics. hi main area of expertis are urban physic wind engin and sport aerodynamics. he ha publish 126 paper in intern peer-review journals. he ha receiv the 2013 junior award from the intern associ of wind engin and six best paper award from the elsevi isi journal build & environ 2009 2011 2012 and at intern conferences. accord to the 2016 academ rank of world univers shanghai rank & elsevi he is among the 150 most cite research world-wid both in the field of civil engin and in the field of energi scienc & engineering. sinc dec 2016 he is editor of the isi journal build & environ and start 2017 he is also associ editor of the isi journal of wind engin & industri aerodynamics. he is member of the editori board of the isi journal build simul and sport engineering. he ha act as a review for more than 70 differ isi journals. he is current supervis a team of 4 senior research 32 phd student and 5 msc students.wind energi comput fluid dynam sport energi discret augment assign stationari process flow network sublay fluid mechan physical-science-and-engin environmental-science-and-sustain

organis design know your organisationbeginnerhow do you lead your organis when today� work environ is so competit and complex? when you becom respons for lead an organis your most import leadership challeng will be enabl your organis to deliv on it strategi while ensur it remain suffici agile. thi cours will prepar you to tackl thi challenge. you will examin what organis cultur is the primari organis structur and what we mean by �systems� befor build on your foundat knowledg and take a more strateg perspective. the structur learn activ that complement thi cours video lectur quizz discuss prompt and written assess will not onli prepar you to take your organis forward in a more strateg direct but to make better decis along the way.technolog strategi cultur resourc organiz structur leadership and manag human resourc organiz cultur organ design leadership busi strategi busi leadership-and-manag

learn to teach java write class and arraysadvancedlearn to program use class design and 1-d array in java and prepar to teach other use the free onlin interact cs awesom textbook. in thi cours for teacher we'll guid you both in learn java concept and skill but also in how to effect teach those to your students. thi cours will support you in teach the advanc placement comput scienc a cours or a similar introductori university-level program course. we'll cover the critic java concept of class design and 1-dimension array as cover in the apc a unit 5 and 6. each topic will begin by relat java to block-bas program languag and then provid video overview of cs awesom content along with addit materi to supplement learn for your students. you'll engag with addit materi to support your teach includ "deep dive" classroom discuss question assess overview code trace and problem solv skill for your student includ prepar for free respons code questions.approxim error array c dynam memori alloc lesson plan resourc code segment write type i and type ii error iter compil social-sci educ

plot (graphics) for data sciencebeginnerin thi two-hour long project-bas cours you will learn data visual techniqu in data science. by the end of thi project you will have creat and visual scatter plot line plot bar chart subplot box plot histogram heat map and animations. thi class is for learner who want to use python for data visual and plot and for learner who are current take a basic machin learn cours or have alreadi finish a machin learn cours and are search for a practic data visual project course. also thi project provid learner with basic knowledg about data visual techniqu and improv their skill in creat variou type of chart and plot which help them in fulfil their career goal by ad thi project to their portfolios.chart array data structur project mine project statist analysi euler' totient function machin learn gener statist data scienc python program data-sci data-analysi

the sun and the total eclips of august 2017beginnera total eclips is one of the most spectacular sight you can ever see! it look like the end of the world may be at hand. there is a black hole in the sky where the sun should be. pink flame of solar promin and long silver streamer of the sun' corona stretch across the sky. it get cold and anim do strang things. peopl scream and shout and cheer and rememb the experi their whole life. but total eclips are import scientif as well. they let us see part of the sun� atmospher that are otherwis invisible. a total eclips present the first chanc to test einstein� predict that matter can bend space � like near a black hole. the best total eclips in the unit state in 40 year happen august 21st 2017. thi cours ha two primari goal 1 to get you excit for the total solar eclips come in august 2017 and prepar you and your commun to safe view it 2 to provid an invit overview of the scienc of the sun and the physic of light if you are most interest in prepar for the eclips you can hop right into week 5! if you want the full cours experi and to get some fun scientif context for what you'll be see on august 21st start with week 1 and move through the cours week by week! [note if you start with week 1 you can skip through some of the repeat materi onc you get to week 5.] overal thi cours will prepar you to... * safe view the total or partial solar eclips * help other watch safe and even make money by lead a �neighborhood watch� of the eclips * review fundament sun scienc includ the physic of light how astronom studi the sun how it form how we know what� insid it and where the energi that support life on earth is generatedplan solar system angular process eclips comput simul recurs enumer set model averag energi physical-science-and-engin physics-and-astronomi

materi behaviorbeginnerhav you ever wonder whi ceram are hard and brittl while metal tend to be ductile? whi some materi conduct heat or electr while other are insulators? whi ad just a small amount of carbon to iron result in an alloy that is so much stronger than the base metal? in thi cours you will learn how a material� properti are determin by the microstructur of the materi which is in turn determin by composit and the process that the materi ha undergone. thi is the first of three coursera cours that mirror the introduct to materi scienc class that is taken by most engin undergrad at georgia tech. the aim of the cours is to help student better understand the engin materi that are use in the world around them. thi first section cover the fundament of materi scienc includ atom structur and bond crystal structur atom and microscop defect and noncrystallin materi such as glass rubber and polymers.chem engin chemistri weld .properti electr engin molecular dynam metallurgi glass materi mechan engin physical-science-and-engin mechanical-engin

disast preparednessbeginnerhav you ever view a news report depict the aftermath of a devast natur disaster? the damag to human life and properti are both stagger and heartbreaking. all part of the world face the possibl of flood hurrican tornado fire landslid earthquak tsunami and other natur phenomena. are you prepar if disast would strike you? thi cours will help you prepare! the cours is appropri for ani learner who is proactiv about develop the core compet of disast readi and surviv planning. it is especi use if you are seek techniqu that can ensur your person protect as well as the safeti of your famili properti and belong dure a natur disaster. in addit it offer essenti prepar for a varieti of emerg situat and inconveni even if you do not live in major tornado flood hurrican tsunami or earthquak zone. for instanc could you and your love one manag without access to potabl water electr fuel and bank facilities? if you are unsur of your abil to respond in ani of these possibl scenario thi cours is for you! throughout the cours you will be introduc to the disast cycl specif the mitig and recoveri phase and will creat an extens person prepared plan for surviv in the absenc of common amen such as food and water shelter and communication. you will also acquir practic easy-to-appli strategi for maintain a healthi attitud dure disast which can allow you to remain calm avoid panic and draw upon inner and outer resourc in dire circumstances. although death may be an inevit outcom of extrem circumst a balanc outlook can provid comfort for all parti involved. final issu of how institut and govern can aid in disast are also discussed. if you are interest in thi topic you may be interest in other onlin program at the univers of pittsburgh school of nursing. learn more about those program by visit our websit http//www.online.pitt.edu/programs/school-of-nursing/disast respons experien emerg manag disast safeti leadership and manag disast triag emerg plan prepared physical-science-and-engin environmental-science-and-sustain

protect busi innov via trademarkintermediateprotect busi innov via trademark watch cours overview https//youtu.be/muja4iwbrt intellectu properti right ipr ha a great impact on innov develop and society. in scienc engin and busi we seek to creat wealth through innov in product design manufactur process and busi system or models. howev innov leader often fail to benefit from their discoveri and invent when they are unabl to adequ protect those innovations. thi cours provid learner with an understand of how trademark law can be use to protect busi innov use a combin of lectur and case exampl for discussion. the cours focu on protect innov with trademark as one of sever tool that can be use by compani to protect their brand and products. in addit to learn about how trademark law work in theori we will also discuss situat in which trademark might not be effect in protect innov and will focu on the legal issu involv from a practic busi perspect rather than from a pure legal viewpoint. thi cours is one part of a four cours seri focus on protect of busi innov use copyright patent trademark and strategi and these four cours may be taken in ani order that is most benefici to student interest in learn about protect innovation.e-commerc trademark intellectu properti law servic innov brand brand manag law innov intellectu properti grey market busi business-strategi

fundament of the chines charact write (part 1)beginnerth cours give a concis survey of the chines character-writ tradition. you�ll master the fundament of the chines write aesthetics; learn about the main phase of the characters� evolut and about the great calligraph of the past. you are go to distinguish 6 type of the chines written symbol becom skill in histori of chines script and possibl of their modern usage. you�ll get the explan of the 214 chines charact radic the first part in part 1 of the cours the second � in part 2 and can practic their write use the anim and static sampl given in video and on pages. elabor test are go to help you regular the new inform and fill the lacunae. welcom to the mysteri world of the chines characters! you will definit love it!comput graphic write widget gui histori entri point music principl materi medic write chines languag arts-and-human histori

intern leadership and organiz behaviorbeginnerlead in busi and non-profit organ increasingli work across nation border and in multi-cultur environments. you may work regularli with custom or supplier abroad or be part of a global dispers cross-funct team or an expatri manag on an intern assignment. you may be a member of a global onlin commun or a develop aid worker collabor with an intern network of partner organizations. in all of these context your effect as a leader depend on how well you understand and are abl to manag individu and collect behavior in an intercultur context. in thi cours � togeth with a team of bocconi expert faculti and bocconi alumni � we�ll explor the theori and practic of intern and intercultur leadership and organiz behavior. social scienc research ha reveal systemat way in which our behavior differ across cultur context � enabl us to more effect work across borders. insight from psycholog neurosci sociolog and anthropolog from commun studi and from manag scholarship allow us to understand what shape individu and group decis make what enhanc or weaken team perform and how we can build and use our social networks. and the share practic experi of intern leader allow us to identifi concret step to enhanc intercultur leadership compet and to be cogniz of common leadership challenges. learn about organiz behavior provid a great opportun to develop your leadership skill and to reflect on your own behavior tendencies. how do you usual make import decisions? what motiv you and how do you tri motiv others? how success do you leverag and integr divers skill and view in a team? do you prefer profession relationship with a close-knit group of trust colleagu or with a far-flung network of acquaint from all walk of life? if you realli want to learn how organ behav and take decis and at the same time develop leadership skill then thi is the cours for you. we are look forward to welcom you and support you on thi journey of learn and discovery. cours syllabu week 1 - leadership acumen. intern perspect on leadership common trap & challeng and opportun of intercultur leadership. week 2 - navig culture. impact of cultur differ on organ decod cultur cultur classif and stereotyp develop intercultur intelligence. week 3 - communication. commun and it impact on leadership ident and relationship manag commun to improv decis make step for develop your intercultur commun skills. week 4 - motivation. view on individu motiv cultur differ in motiv develop motiv and commit in teams. week 5 - networking. pattern of interperson relationship in/across organ strateg develop social network and social capit norm for network across cultures. week 6 - conflict. effect / defect conflict manag approach deal with ethic dilemmas. thank to the particip of our alumni and of the bocconi alumni associ particip will have practic insight on intern leadership. recommend background all are welcome! some prior exposur to basic issu of organiz behavior commun decis make motiv etc. is use but not required.conflict manag leadership commun leadership and manag cross-cultur commun motiv conflict resolut leadership develop behavior social network busi leadership-and-manag

introduct to natur languag process in pythonbeginnerin thi 1-hour long project-bas cours you will learn basic principl of natur languag process or nlp. nlp refer to a group of method for pars and extract mean from human language. in thi cours we'll explor the basic of nlp as well as detail the workflow pipelin for nlp and defin the three basic approach to nlp tasks. you'll get the chanc to go hand on with a varieti of method for code nlp task rang from stem and chunk name entiti recognit lemmat and other token methods. you'll be introduc to open-sourc librari such as nltk spaci gensim pattern and textblob. by the end of thi cours you will feel more acquaint with the basic of the nlp workflow and will be readi to begin experi and prepar for production-level nlp applic coding. i would encourag learner to experi with the tool and method discuss in thi course. the learner is highli encourag to experi beyond the scope of the course. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.languag learn python program experi natur languag process lemmatis entri point machin learn use case o-r theori of econom develop pars data-sci machine-learn

adhd everyday strategi for elementari studentsbeginnerthi cours will provid an overview of adhd diagnosi and treatment. cours particip can expect to learn about adhd as a development disord that begin earli in childhood and particip will also learn about evidence-bas approach for diagnos adhd. follow that two evidence-bas treatment approach the daili report card and parent strategi will be introduced. note these cours activ are inform and are not intend to replac work with a licensed/train professional. learn object student will be abl to identifi the behavior characterist of adhd the compon of a diagnosi and evidence-bas treatment procedur that can be use in the school or home. 1. identifi the key area of function impair symptom present and diagnost decision-mak for youth with adhd. 2. develop a behavior intervent suitabl for treat adhd in the school setting. 3. appli effect parent and teach strategi for support youth with adhd in the home classroom and neighborhood.behavior human learn leadership and manag strategi attent commun attent deficit hyperact disord child plan govern budget balanc social-sci educ

introduct to statist analysi hypothesi testingintermediatethi introductori cours is for sa softwar user who perform statist analys use sas/stat software. the focu is on t test anova and linear regress and includ a brief introduct to logist regression.analysi statist signific hypothesi statist hypothesi test hypothesi test student' t-test p-valu gener statist correl and depend rel chang and differ data-sci data-analysi

teamwork skill commun effect in groupsintermediateeffect teamwork and group commun are essenti for your profession and person success. in thi cours you will learn to make better decis be more creativ and innov manag conflict and work with difficult group member negoti for prefer outcom improv group commun in virtual environ develop a better overal understand of human interact and work more effect as a team. our goal is to help you understand these import dynam of group commun and learn how to put them into practic to improv your overal teamwork.commun in small group group work leadership and manag decis make team build group develop negoti group decision-mak commun group dynam busi leadership-and-manag

academ listen and note-takingadvancedthi cours will help non-n english speaker improv their listen and note-tak skill for the purpos of listen to academ lectures. you will learn techniqu for improv your understand and skill for take more effect note and you will get lot of practic in use these. if you'r plan to attend colleg class in english then thi class is for you. upon complet thi cours you will be abl to 1. understand and follow a lectur 2. take better lectur note 3. discuss cours with classmat and professor 4. give an effect academ present pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.listen present note take lectur speech english languag paralanguag public speak languag write language-learn learning-english

digit manufactur & designbeginnerthi cours will expos you to the transform take place throughout the world in the way that product are be design and manufactured. the transform is happen through digit manufactur and design dm&d � a shift from paper-bas process to digit process in the manufactur industry. by the end of thi cours you�ll understand what dmd is and how it is impact career practic and process in compani both larg and small. you will gain an understand of and appreci for the role that technolog is play in thi transition. the technolog we use everi day � whether it is commun with friend and famili purchas product or stream entertain � can benefit design and manufactur make compani and worker more competit agil and productive. discov how thi new approach to make product make compani more respons and employe more involv and engag as new career path in advanc manufactur evolve. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the first cours in the digit manufactur & design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0 and featur a culmin project involv creation of a roadmap to achiev a self-establish dmd-relat profession goal. to learn more about the digit manufactur and design technolog special pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-camanufactur process machin learn process manag leadership and manag secur manufactur process manag digit design human learn process analysi physical-science-and-engin mechanical-engin

predict salari with simpl linear regress in rbeginnerin thi 1-hour long project-bas cours you will learn how to creat a simpl linear regress algorithm and use it to solv a basic regress problem. by the end of thi project you will have built train test and visual a regress model that will be abl to accur predict the salari of a data scientist if provid with some inform about year of experience. in order to be success in thi project you should just know the basic of r and linear regression.lin fit r program project machin learn regress test set linear simpl linear regress linear regress salari data-sci data-analysi

creat your first test autom script - selenium and c#beginner�selenium autom browser that� it. what you do with that power is up to you.� selenium is the most wide use ui autom tool to test web applications. by the end of thi one-hour project-bas cours you will learn the basic of the selenium autom test tool. in thi 1-hour long project-bas cours you will learn how to -- basic selenium command interact with common web element like textbox checkbox dropdown perform drag and drop oper handl window alert use seleniumcheckbox point devic gestur text box drag and drop comput program c sharp program languag javascript syntax test autom selenium web computer-sci software-develop

how googl doe machin learningbeginnerwhat is machin learn and what kind of problem can it solve? googl think about machin learn slightli differ -- of be about logic rather than just data. we talk about whi such a frame is use for data scientist when think about build a pipelin of machin learn models. then we discuss the five phase of convert a candid use case to be driven by machin learn and consid whi it is import the phase not be skipped. we end with a recognit of the bias that machin learn can amplifi and how to recogn this. >>> by enrol in thi special you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<googl cloud platform human learn cloud storag cloud platform appli machin learn bigqueri cloud comput machin learn applic program interfac cloud api data-sci machine-learn

cybersecur awar and innovationbeginnerit� not you it� me! what� go on? thi cours empow student profession and wider commun to deal with cybersecur attack and risk focus on ident manag and it is an introduct to the upcom full cours focus on cybersecur awareness. it is provid a practic overview of challeng issu like ident credenti manag and secur e-mail threat and web imperson or web hacking. in addit to thi you will have a practic appreci to innov appli to these concept through an interview with a renown expert in fraud and cybercrime. teach staff consist of iv�n pau upm research and expert in usabl secur and rom�n ram�rez hacker and cybersecur expert. learn will be carri out by introduc use case relat with cybersecur incid in a way which ensur that particip get realli involv in the course. you will easili acquir practic skill and be readi to face real threat in a digit world. thi cours is part of an onlin programm develop by universidad polit�cnica de madrid world class tech univers renown for the qualiti of it educ programm and the research undertaken at it centr ferrovi world' lead privat investor in citi and infrastructur with a workforc of more than 74.000 employe and oper in more than 16 countri and eit digital. stay tune for the full course! come soon!password manag innov awar encrypt ident manag secur digit ident password credenti leadership and manag information-technolog secur

machin learn predict number from handwritten digit use a neural network kera and rbeginnerin thi 1-hour long project-bas cours you will learn how to build a neural network model use kera and the mnist data set. by the end of the cours you will have built a model that will recogn the digit of hand written numbers. you will also be expos to one hot encod neural network architectur loss optim and test of the model' performance. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.machin learn encod artifici neural network data analysi kera r program project io develop deep learn euler' totient function data-sci data-analysi

essenti epidemiolog tool for public health practicebeginnerin order to make a differ in the health and well-b of a popul we must understand the burden of all problem and condit that affect the popul as well as how well our effort to mitig these problem are actual working. thi cours provid you with some essenti skill and tool that will enhanc your abil to describ and understand the health of your community. the tool that epidemiologist use are in fact use for all public health practition includ data scientist program offici agenc leader and policymakers. whether you are deepli enmesh in your career and look to augment your skill or are look to chang career path into the field of public health thi cours will give you some of the practic knowledg and skill that we hope you can appli in your profession endeavors.publ health qgi health research map epidemiolog geograph inform system map choropleth map data visual estim life-sci public-health

intern labour lawbeginnerin an interconnect world intern labour law is vital for secur workers� right and deal with the neg effect of globalization. in thi cours we will tell you the stori of intern labour law and human right at work in an access clear and comprehens way. thi basic cours is design for a wide audienc for peopl interest in labour law human right corpor social respons social polici labour manag and the function of intern organizations. furthermor thi cours will also pave the way for more in-depth studi of other subject relat to intern social and labour law. throughout the 7 modul we underlin the practic valu of the knowledg we provid you with so that you know the differ option avail to defend your labour rights. thi way we connect the theoret know-how about the scope and content of the most import intern labour standard with practic applicability. thi cours is particularli use for lawyer work in the field of labour law or human right as well as for trade union repres ngo staff csr offic and teacher in labour law and social policy. one of the uniqu featur of thi cours is the involv of prof. jean-michel servai who is one of the world� lead expert in the field of intern labour law and who ha work at the heart of the intern labour organ for mani years. the lectur � jean-michel servai elena sychenko associ professor at st. petersburg state univers and sebastiaan rombout associ professor at tilburg univers will help you discov the most import intern labour standard such as freedom of associ equal treatment and the prohibit of child labour and forc labour. we will teach you about the specif of protect labour right as human right will guid you through the histori and futur of the intern labour organ and will analys the concept of corpor social respons and fundament workers� rights. in short the cours is design to provid you with a combin of theoret knowledg and practic skill on intern labour law. after complet our cours you will not onli understand the content of the standard and instrument involv but also know how to use the procedur of the intern system to secur those rights.intern law leadership and manag immigr law law and manag fabric comput environment law lectur law labour law human traffick social-sci law

effect deliv the news to your audienceadvancedb a success journalist is more than hunt down information. how journalist process the inform then put it togeth are key step for news reports. you will learn the process plan requir of how journalist develop their news reports. there are mani way to report news report and you will learn differ form of how to perform report and write to serv differ audiences. thi cours also explain the differ format within journal beyond the written word and how they are best utilized.journ multimedia news compil network news transfer protocol sound quotat audienc sourc digit journal arts-and-human music-and-art

write your world find yourself in the academ spaceadvancedthroughout the world write serv to express record and even creat meaning moments. in academ space write becom the bridg between ourselv and the world of ideas. in thi cours we provid practic insight into how to write an academ essay. we show you how to develop the academ skill need to be a compet academ writer. you will have an opportun to engag with text written by academ and to see how some of the idea in these text are use by student in construct an academ essay. we address some of the challeng these student face with respect to academ write and offer you the opportun to practic and to develop your own write style. for thi cours we centr our lesson around a specif topic - the concept of ident sinc it form such an import featur of how we locat ourselv in an ever-chang global world. in other word thi cours teach academ write skill through get you to write and reflect on your understand of identity. so if you are think about studi at a tertiari institut or if you just want to brush up on your academ essay write skill thi cours is for you!english grammar essay write transliter thought grammar cultur academ write prefer english languag write language-learn learning-english

digit busi modelsadvanceddigit busi model are disrupt 50-year old compani in telecommun transport advertis e-commerc automot insur and mani other industries. thi cours will explor the busi model of softwar disruptor of the west such as appl googl facebook and amazon and the east such as xiaomi and wechat. the class use a structur framework for analys busi model with numer exampl so that student can appli it to their own busi or case study. we will explor how softwar develop are not just the innov but also the decis maker in modern competit battl from mobil to cloud and from consum good to enterpris software. and we will also explain how develop are the engin of digit busi model use exampl from divers industri � from healthcar to aviation.softwar brand valu captur internet digit strategi strategi valu proposit e-commerc model custom experi busi business-strategi

introduct to advanc tomographyintermediatein thi cours you get the chanc to get teach and hands-on experi with the complet workflow of high-resolut tomographi analysis. you will get introduc to data acquisit 3d reconstruct segment and mesh and final 3d model of data to extract physic paramet describ mechan and flow properties. the teach and the exercis will take place in close interact with top expert in the field. exercis will requir some basic program skill and will be carri out in a common python environment.simul fluid anim warchalk materi iter reconstruct geometri 3d reconstruct analysi tomographi scale physical-science-and-engin physics-and-astronomi

engag in persuas and credibl communicationadvancedin "engag in persuas and credibl communication" you will learn the key skill of persuas in the context of profession commun in a globalis world. persuas commun is essenti to ani profession workplace. from a simpl email request for your colleagu to help you to develop a present for the board of director these are act of commun that requir a good degre of persuasion. even the process of enter the workforc requir effect persuas commun for in the act of write your resum cover-lett or in the interview process you are essenti persuad the potenti employ to hire you. by the end of thi cours you will be abl to structur and express your idea in a convinc and persuas manner in write appli basic principl of persuas write to convinc differ set of audienc at the globalis workplac and learn to engag in persuas and credibl commun across differ cultur in a complex globalis environment.soci work persuas write persuas write audienc credibl cultur reason r&d manag commun personal-develop personal-develop

creat a custom servic survey use googl formsbeginnerhav you ever wonder what your custom are thinking? how doe your compani fare in their eyes? did you know that an upset custom tell on averag between 10 and 20 other peopl about an unhappi servic experience? thi is known as the rippl effect and research show that it cost about 5 to 6 time as much to attract a new custom as it cost to keep an exist one. therefor now more than ever with the amount of competit in ani market it is imper to retain your exist custom by keep them happy. regardless of your industri retail wholesal servic healthcar you name it you have customers. and one of the most effect way to measur how they feel about your compani is by have them give you feedback through a survey. survey can reveal trend among your custom and weak area among your staff so after compil and review the data you can use it to priorit task to correct or improv thing your custom may have complain about. survey also allow you to util custom suggest to improv or creat new product or services. upon complet thi cours you will be abl to creat a new googl account creat survey question design the survey and review data in googl form and googl sheets. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.averag fare rippl effect number spreadsheet project account wholes rippl cost survey design busi leadership-and-manag

architect with googl kubernet engin workloadsintermediatein thi cours "architect with googl kubernet engin workload " you learn about perform kubernet operations; creat and manag deployments; the tool of gke networking; and how to give your kubernet workload persist storage. thi cours is part of a special focus on build effici comput infrastructur use kubernet and gke. the special introduc particip to deploy and manag container applic on gke and the other servic provid by googl cloud platform. through a combin of present demo and hands-on lab particip explor and deploy solut element includ infrastructur compon such as pod contain deploy and services; as well as network and applic services. the special also cover deploy practic solut includ secur and access manag resourc manag and resourc monitoring. >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<load balanc load balanc comput kubernet softwar command-lin interfac hypertext transfer protocol cloud comput persist comput scienc googl cloud platform cloud platform computer-sci software-develop

extracellular vesicl in health and diseasebeginnerthi cours aim to provid current understand about extracellular vesicl ev and their role in health and diseases. the ev are known to be involv in cell to cell communication. apart from maintain normal cell physiolog ev deliv messag that can drive or influenc the progress of a disease. thi cours discuss recent advanc made in the field to give an introduct on their function in health as well as in disease.thi cours includ four modules. modul 1 is an introduct to the cours and provid an overview of the previou mooc on ev �basic of extracellular vesicles�. modul 2 focus on the role of ev in physiolog condit and give variou exampl on their role in metabol inflamm immun and pregnanc and coagulation. thi modul also briefli cover the topic of microorganism-deriv ev such as vesicl from bacteria and discuss ev from apoptot and senesc cells. in modul 3 we focu on the role of ev in cancer how ev can mediat commun between the tumour and it microenviron the function role of immun cell-deriv ev in develop of cancer as well as the role of ev in cancer cell prolifer surviv metastasi and drug resistance. in modul 4 the role of ev in diseas of the cardiovascular haematopoiet nervou respiratori and urinari system and infecti diseas will be presented.thi cours is recommend for intermedi learner or anyon who is interest in the field of extracellular vesicl and their role in a particular diseas includ scientist clinician or cell and molecular biologist who look to broaden their understand of the field.respiratori diseas protein pathophysiolog biomark diseas biomark cancer cancer biomark apoptosi inflamm life-sci research

understand your googl cloud platform (gcp) costsadvancedunderstand your googl cloud platform gcp cost is most suitabl for those work in a technolog or financ role who are respons for manag gcp costs. you�ll learn how to set up a bill account organ resourc and manag bill access permissions. in the hands-on lab you'll learn how to view your invoic track your gcp cost with bill report analyz your bill data with bigqueri or googl sheet and creat custom bill dashboard with data studio.\t\t student enrol in thi cours do not need ani prior googl cloud technic experience.googl cloud platform cloud comput plant biolog account cost resourc cloud comput secur risk track sandbox comput secur information-technolog cloud-comput

gmail the foundat to access googl appsbeginnerbi the end of thi project you will creat a googl account and set up gmail to enabl access to google' free app and services. you will learn how to neatli organ your gmail write an email with a signatur creat label for messag and set up googl chat to foster relationship within an organization. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.leadership and manag project organ manag leadership problem solv label digit market write account messag busi leadership-and-manag

creat a googl ad video campaignadvancedin thi 2-hour long project-bas cours you will learn how to creat a a googl ad video campaign with standard in-stream ad set up strategi and goal target by peopl and content and adjust options. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.frequ cap budget schedul webcam market market strategi project onlin advertis budget manag strategi busi market

photographi techniqu light content and sharingintermediatewelcom to cours four! in modul 1-4 you will cover the final element of the special necessari to round out thi introduct to the fundament of photographi and prepar you for creat your own excit project in the capstone! you have come a long way sinc the begin of thi journey from smartphon basic to dslr and beyond. just think of all the inform you have absorb and put to use in your assign and quizz and the confid you have gain that you can control the camera to make pictur you are proud to share. here in cours four you will start by gain knowledg relat to content in photographi from fact to fiction documentari to pure expressive. next you will learn principl tip and techniqu for use the essenti element of light in ambient/natur settings. the flash/strob unit whether it is built-in to your camera or an add-on "hotshoe" model will final be someth you not the camera controls! you will prove to yourself that those former mysteri of control continu and strobe light will no longer be mysteri as you appli your knowledg to creation of assign photograph in variou situations. share those pictur in peer review will give you the opportun to learn from your fellow photographers' solut to light challeng and to gain insight into your own work and creativ approach too. there is an import word to share about peer review assign for thi course. as photograph who have accomplish the quiz and photographi requir of cours one through three you have the knowledg and capabl to creat qualiti photograph at a much higher rate of success and in a much shorter time than when you began. you have also proven that you are a dedic learner someon who ha a passion for photographi and is will to put forth the extra effort necessari to accomplish your goals. thi cours is the last befor the capston cours in which you will be task with creat a project over a 2-month period of dedic photography. the peer review photographi assign have been structur with both your advanc capabl and dedic in mind...in other word they will requir both! be prepar to alloc more time than you have in previou cours for the assign becaus they will take more time and becaus you will realli enjoy them! cours four end with an overview of method for final your pictur in print form includ simpl but effect mat techniqu and in web page design as well. the pleasur and peril of share in social media site are also your to discover. protect your copyright by understand that concept and the way that you can assert them be care about blog and other outlet and recogn you are part of a commun that respect the individual' creativ effort well that is import knowledg to have in prepar for the capston too! let' get start with modul one!film adob photoshop digit imag digit camera display devic digit single-len reflex camera photographi digit photographi social media adob creativ suit arts-and-human music-and-art

the citi and you find your best placebeginnerwelcom to the citi and you find your best place. i'm excit to have you in the class and look forward to your contribut to the other learner in our community. thi free cours will provid the knowledg and the tool need to understand what citi do whi they matter the forc shape the greatest wave of urban in histori and how to pick the right place for you. the cours will also help you develop critic think skills. we'll accomplish thi by provid evid of the import of citi and whi and how they matter to you. then we�ll ask you to appli what you�v learn in an exercis which will help you assess your own commun and find your best place. thi cours is access and open to anyon who is interest in learn more about citi and the way they affect our lives. it is organ around five key modul 1 whi citi matter 2 a world of citi 3 the creativ citi 4 the divid citi and the new urban crisi and 5 how to find the best place for you. after complet the cours you will be abl to 1 identifi whi citi are the driver of econom prosperity; 2 explain the driver and implic of fast-grow urban worldwide; 3 outlin the key characterist of a creativ and innov city; 4 describ the social divid and challeng face citi and the solut citi are use to address them; and 5 recogn the trade-off of stay in your current citi versu move and identifi the best place for you and your famili to live. of cours the world ha chang a great deal sinc i develop thi course. the global covid-19 pandem is affect citi busi and peopl around the world. it is someth i have been write about and work with mayor citi manag econom develop urban leader and commun across the globe. i have put togeth a new modul on citi and the coronaviru to help you better understand the way in which the covid-19 crisi is impact citi and how you can best understand and deal with that. i�d like to wish each and everi one of you good luck as you get start on thi journey. i hope you enjoy the course!economi pandem global citi financi centr crisi global curios slum emerg market creativ social-sci governance-and-societi

what is palli care?beginnerpalli care provid invalu help for patient live with seriou or life-limit ill and their famili caregivers. palli care should be part of healthcar servic to improv qualiti of life the abil to toler and benefit from treatment and improv survival. in thi cours you will learn about the natur of suffer and how thi concept can help you understand the experi of peopl live with seriou illness. next you will learn skill to more effect commun with patient famili and other care provid to both understand their experi and provid an extra layer of support. in the next modul you will explor your own core valu and belief and how they impact your work with others. final you will learn how to do a whole person assess to understand the need of peopl with seriou ill so you can develop a plan to support them. you will be abl to immedi use these insight skill and tool in your work with peopl live with seriou illness. in later cours you will learn to eas pain and other symptom such as loss of appetit short of breath and fatigue. in the final cours you will explor way to eas psycho-social-spiritu distress. these cours will prepar you to bring basic palli care to all in need.act listen famili caregiv famili empathi grief counsel advanc care plan suffer self-awar experi patient life-sci patient-car

cam and design manufactur for mechan engin with autodesk fusion 360beginnerwith design for manufactur our design process focus on the design over it cost but alway keep in mind how part need to be made. with manufactur at the core of a design we'r abl to fix potenti problem in the design phase rather than after production. in mani case the end product is made up of an assembl of differ piec to simplifi manufactur or to achiev specif design goals. each piec repres a certain toler and put togeth thing might not work or fit if they weren�t account for in the design. we'll take a closer look at design and detail for manufactur and creat toolpath to cut parts. even if the end goal as an engin isn�t to fabric your own part it� a valuabl skill to understand how thing are made and what design decis can ultim affect how someth is created. after take thi cours you'll be abl to - inspect a multicompon assembly. - identifi manufactur method base on part inspection. - creat detail draw for manufacturing. - practic creat toolpath for manufacture.3d model mechan engin computer-aid design manufactur process manag autodesk geometri process autocad mechan design solidwork physical-science-and-engin mechanical-engin

speak to inform discuss complex idea with clear explan and dynam slidesadvancedin the profession realm most speech and present we give are inform in scope. a scientist need to explain her recent research findings. a financi offic need to report on quarterli earn to hi company� board. a technolog profession need to educ a consum about a new product. ani time you need to convey idea or demonstr a process you�r deal with inform speaking. inform speak is a fun puzzle. you need to think from the perspect of your audienc to identifi what they need to hear in order to understand the key ideas. how much doe the audienc alreadi know? what are the most import element to convey? how should one convey these idea with appropri breadth and depth given the time constraint of the speech? thi demand a strateg approach to speech design that we�ll undertak in thi class. by the end of the cours you should be abl to explain complex idea vividli and access design clear and compel present slide convey your passion for a topic while maintain your profession credibl and speak dynam from note and/or a manuscript. learner will record speech provid and receiv peer feedback.voic analysi speech thought i-dea visual commun credibl technic support present public speak audienc personal-develop personal-develop

america through foreign eyesbeginnerth unit state ha alway been a sourc of fascin � both attract and repuls � for the peopl of franc mexico china and african countri such as nigeria ghana and sudan. "america through foreign eyes" is a rich interdisciplinari intern cours that featur rice univers faculti from a varieti of disciplin and area studies. focus on percept of america abroad the cours is a cross between world cultur and american studies. the cours featur five core modul each cover the percept and interact of particular region with america american and americanization.russian gaze interview histori chines languag public opinion cultur percept art histori intellectu arts-and-human histori

internet giant the law and econom of media platformsbeginnerthi seven-week cours will explor the relationship between law and technolog with a strong focu on the law of the unit state with some comparison to law around the world especi in europe. tech progress is an import sourc of econom growth and rais broader question about the human condit includ how cultur evolv and who control that evolution. technolog also matter in countless other way as it often establish the framework in which govern interact with their citizen both in allow speech and block it and in establish exactli what the boundari are between privat life and the government. and technolog itself is power shape by the law that appli in area as divers as copyright antitrust patent privaci speech law and the regul of networks. the cours will explor seven topic 1. microsoft the desktop vs. the internet. we will start with a look at the technolog path that led to the first person comput in earli 1975 the altair 8800. that path start with the vacuum tube move to transistor then to integr circuit and final to the microprocessor. we will look at the earli day of softwar on the person comput and the competit between sell softwar and open-sourc approach as well as the problem of softwar piracy. we will discu the public good natur of software. the 1981 launch of the ibm pc revolution the person comput market and start the path to microsoft' power posit and eventu monopoli in that market with the select of ms-dos. we then turn to four antitrust case against microsoft 1 the 1994 u.s. case relat to ms-do licens practices; 2 the u.s. antitrust middlewar case over microsoft� respons to netscap navigator; 3 the european union case regard window media player; and 4 the eu browser case over internet explorer. these disput aros at the point of maxim competit between the free-stand person comput and the internet world that would come after it and we may know enough now to assess how these case influenc that competition. 2. googl emerg and the world responds. googl ha emerg as one of the domin platform of the internet era and that ha led to correspond scrutini by regul throughout the world. decis that googl make about it algorithm can be life altering. individu are find it more difficult to put away past mistak as googl never forget and busi can find that their sale plummet if googl move them from the first page of search result to a later page. with great power come scrutini and we will look at how govern regul have evalu how googl ha exercis it power. both the u.s. feder trade commiss and the european union have undertaken substanti investig of google� practic and we will look at both of those. 3. smartphones. the internet start on the desktop but the internet is increasingli mobil and peopl are seemingli tether to their smartphon and tablets. and we have seen an interest shift in that market away from nokia handset and the blackberri to apple' iphon and it io platform and to the android platform. the legal infrastructur of smartphon and tablet is extraordinarili complex. we will start by look at u.s. spectrum polici and the effort to free up 500 megahertz of spectrum. we will look at the activ of standard set organ includ the ieee and the creation of the 802.11 standard and wi-fi or if you prefer wifi the creation of patent pool and the regul of standard essenti patents. we will look at the ftc action against google/motorola mobil and apple' lawsuit against samsung over util and design patent relat to the iphone. final we will take a brief look at the european commission' investig into the android platform. 4. nondiscrimin and network neutrality. facebook ha more than 1 billion user and measur that against a world popul of roughli 7 billion and a total number of internet user of roughli 2.5 billion. a cours on law and technolog simpli ha to grappl with the basic framework for regul the internet and a key idea there is the notion of network neutrality. nondiscrimin oblig are frequent in regul network industri but at the same discrimin can be an import tool of design for commun networks. we will start our look at the internet by look at the great first commun network of the unit state the post offic and will look in particular at the post offic act of 1845. we will then move to modern time and will consid effort by the u.s. feder commun commiss to produc sensibl and sustain nondiscrimin condit for the internet and will touch briefli on comparison from around the world. 5. the day the music died? in mani way the internet came first to music with the rise of peer-to-p p2p music share through napster and it successors. we start with a look into music platform histori and the devic that brought record music into the home the phonograph and the player piano. we turn to radio and the legal regim that put music on the airwav the perform right organ like ascap and bmi. we look at the antitrust issu associ with the blanket license. we consid a fail music platform digit audio tape and the complic legal regim associ with it the audio home record act of 1992. we will consid the copyright issu rais by the creation and distribut of music and the litig over the p2p technolog such as napster and grokster. the music industri respond to p2p technolog by ad digit right manag tool to cds. as music distribut switch from physic media to digit distribut we enter the world of appl and the ipod and itunes. we consid the drm issu associ with apple' music platform as seen by steve jobs. we conclud by look at emerg subscript servic like spotifi and the servic that appl is build base on it purchas of beats. 6. video listen and watching. imag are some of the most power way in which idea and speech are commun and video ha long been regul by the state. that start as a commun law issu with govern regul of the radio spectrum but also lead to the design of the televis system with the assign of channel and eventu the definit of digit television. and with the emerg first of cabl tv and subsequ the vcr critic copyright roadblock had to be overcom for new distribut technolog to emerge. we will consid the legal engin that led to the dvd platform which wa an exercis in patent pool and trademark creation. we will sort through the creation of the digit tv platform and will also look at the copyright underpin for netflix. and we will consid the question of technolog neutral in the content of the copyright fight over a new video distribut entrant aereo. final we close the week with a brief look at the incent spectrum auction and the possibl end of broadcast television. 7. the mediat book. gutenberg revolution book with hi print press and for academ book are sacr objects. but the print book is on the run and with the rise of the ebook we are enter a new era the era of the mediat book. thi is more than just a chang in technology. we will look at the issu creat by the rise of the ebook issu about control over content and licens and of the privaci of thought itself. we will also look at the legal skirmish over thi space includ the copyright fair use litig over googl book the appl e-book antitrust case. and we will look at the amazon kindl platform.intellectu properti patent law intellectu econom internet .properti market econom law intellectu properti law competit law social-sci law

career total fit annual retreatadvancedin the busi world modern organ conduct corpor retreat on a regular basi to consid their strateg direct review progress and set up goal and object for the year. in thi cours you will use the same approach to organ strateg re-energ and re-invigor your career build activities. the final capston project is design as an annual retreat aim at facilit your abil to step back from day-to-day demand and strateg focu on gain a competit edg on the job market by investig new opportun for career growth conduct a thorough audit of your skill-build and self-market strategi and develop new way to enhanc and showcas your market skills. the capston project will allow you to integr concept and tool from the entir career brand manag special to effect manag your career brand and increas person effectiveness. some uniqu program highlight �\tthe capston project is design as a virtual train and develop facil where you will engag in career investig research self-audit and creat evidence-bas portfolio profession develop plan self-market and person brand strategi present and public profiles; �\tyou�ll be activ work with your cohort studi group member to review their work and receiv peer feedback; �\tyou may also use the capston as a �career fit gym� and work independ on a project where you will share your result with other and receiv peer feedback. exampl of these project includ but are not limit to develop a self-market plan creat a new digit artifact develop commun strategi work on a job applic creat a select criteria statement and look for best practic and self-assess tools; �\tit is complet self-paced; you may want to either do it as a 4-week cours or focu and complet in just 3-4 days. overal the capston project will help you organ yourself fine tune your self-manag inform system provid a framework for strateg self-manag and serv as an effect self-coach support system. in the end you will be well posit to succeed in the marketplac as the ceo of your own career!write-off strateg plan career val homework brand manag peer review self-reflect leadership and manag brand personal-develop personal-develop

introduct to contain w/ docker kubernet & openshiftadvancedaft complet thi cours you will be abl to build applic in a cloud nativ way use container tool and technolog and deploy your applic in ani public privat or hybrid cloud at incred scale. thi cours introduc you to contain and explain how contain differ from virtual machines. it also cover the import of contain in cloud comput as well as the emerg ecosystem of relat technolog such as docker kubernet red hat openshift and istio. throughout the cours you will appli what you learn with hands-on labs. from get start with docker to orchestr and scale with kubernet and simplifi deploy with openshift. the lab are perform use your web browser on ibm cloud and skill network lab environ that are made avail to you at no charge. in the project at the end of the cours you will build a contain imag and deploy and scale it on cloud use openshift. container is like the most signific invent in it sinc the introduct of virtualization. open sourc project like kubernet and product like red hat openshift have becom standard for peopl look to deploy and manag contain at scale. everyon from small startup to larg multin corpor is transit to these technolog and they are look for peopl who are skill in these areas. thi cours is of interest to anyon who want to be a cloud practition - cloud develop cloud architect cloud system engin devop engin cloud network specialist and mani other roles. the materi also serv the need of those who perform the task of advis consult build move and manag cloud solutions. there are no hard requir need to be abl to take thi cours other than basic comput literaci and a foundat level understand of cloud computing.modulo oper microservic sourc code ternari condit oper data cluster algorithm null coalesc oper inform sensit openshift stream control plane information-technolog cloud-comput

simpl recurr neural network with kerasadvancedin thi hands-on project you will use kera with tensorflow as it backend to creat a recurr neural network model and train it to learn to perform addit of simpl equat given in string format. you will learn to creat synthet data for thi problem as well. by the end of thi 2-hour long project you will have creat train and evalu a sequenc to sequenc rnn model in keras. comput are alreadi pretti good at math so thi may seem like a trivial problem but it� not! we will give the model string data rather than numer data to work with. thi mean that the model need to infer the mean of variou charact from a sequenc of text input and then learn addit from the given data. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and tensorflow pre-installed. pleas note that you will need some experi in python program and a theoret understand of neural network to be abl to finish thi project successfully. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.artifici neural network python program infer kera recurr neural network front and back end tensorflow mathemat machin learn averag data-sci machine-learn

suppli chain operationsbeginnerhav you ever wonder how product and servic are creat exactli the same thousand of time over? and how compani are abl to smooth out oper to manufactur effici effect and without ani waste? how is such precis possible? the answer lie at the heart of operations. in the suppli chain oper cours we introduc and appli essenti process improv tool to achiev perfection. after complet thi cours you will be abl to appli the six sigma methodolog for process improvement. you will demonstr that you understand the basic tenet of the lean philosophi that enabl manufactur to elimin wast and make process more efficient. final you will be abl to appli the tool that you just gain to improv a process of your own. thi is an introductori cours design to provid you with a start on your learn journey in operations. you do not need to have ani background in oper but it would be benefici if you had a basic understand of busi concept a work knowledg of spreadsheet and ideal have master the suppli chain logist course. join me and we will learn togeth about operations!suppli chain trigonometr integr oper manag inventori leadership and manag six sigma stock lean six sigma thought chain busi business-strategi

spreadsheet for beginn use googl sheetsbeginnerthi 2-hour long project-bas cours is an introduct to spreadsheets. we�ll be use googl sheet in thi project which is the free spreadsheet program offer by google. with that said most of the concept that you will learn in thi project will be applic to other spreadsheet program such as microsoft excel.� we will cover the follow concept in a hands-on manner - basic data entri format and calcul - rel and absolut cell refer - basic function concaten split sum averag median min max count counta - advanc function vlookup if and or iferror countif countif averageif averageif sumif sumif - deal with error messag - condit format - filter and sort - basic chart to visual our data we will end the project by appli these concept and creat a basic spreadsheet model that help us analyz household expenses. note if you don't have a googl account you will need to creat one to be abl to complet the content.spreadsheet approxim error messag account analysi bookkeep microsoft excel chart error data analysi busi business-essenti

leadership and emot intelligencebeginnerth digit age is dramat reshap the rule for organiz success. the new context demand renew of your capabl and develop of differ mindsets. in thi cours you�ll learn the differ compon of emot intellig at work. for exampl you�ll learn how you can work effect in team build cooper relationship with your key stakehold exercis effect influenc handl difficult convers and creat energi and enthusiasm to foster meaning change. our modul will begin with power stori that are illustr of typic challeng face by front-lin leaders. we�ll analyz the case illustr use the idea from emot intellig theori and highlight the key lesson that you should take away in term of mindset and skill that you should master to distinguish yourself as a leader.emot intellig leadership listen leadership and manag empathi commun chang manag conflict manag leadership develop emot compet busi leadership-and-manag

manag suppli chain disrupt dure covid-19intermediatein thi cours you will learn about whi and how suppli chain becom suscept to a disruption. we will examin thi by discuss suppli side and demand side issu primari suppli chain flow complex risk manag and a combin of solid theoret suppli chain perspect and current real-world stories. you will learn about the structur relat and oper factor that come into play dure a suppli chain disrupt and the mechan for the effect manag of these factors. your understand will be enhanc through exampl from manufactur and health context and the ppe suppli chain disrupt dure covid-19.fix asset suppli chain resili suppli chain cost suppli chain strategi chain suppli chain network risk pool evalu suppli chain manag busi leadership-and-manag

regul competit in healthcar system theori & practicebeginnerin thi mooc you will learn about the theori and practic of 'regul competition' also known as 'manag competition' in healthcar systems. mani countri have implement or consid implement of regul competit in healthcare. exampl includ australia belgium chile colombia germani ireland israel the netherland switzerland and the unit states. after complet thi mooc you will be abl to explain how regul competit in theori promot afford access and effici of healthcare. moreov you will be abl to explain whi in practic success implement of regul competit is veri complex and often requir difficult trade-off between polici objectives. we think thi mooc is highli valuabl to ani student research or profession interest in healthcar system reform and design. specif topic in thi mooc includ a typolog of healthcar system the econom of healthcar market theori and precondit of regul competit risk adjust and risk select in health insur competit polici and provid payment.princip agent problem payment system incent market econom health insur health system health care competit law health care reform consum choic life-sci healthcare-manag

random model nest and split-plot designsintermediatemani experi involv factor whose level are chosen at random. a well-know situat is the studi of measur system to determin their capability. thi cours present the design and analysi of these type of experi includ modern method for estim the compon of variabl in these systems. the cours also cover experi with nest factor and experi with hard-to-chang factor that requir split-plot designs. we also provid an overview of design for experi with respons distribut from nonnorm respons distribut and experi with covariates.experiment design random linear model gener statist varianc experi random effect model restrict random factori experi estim data-sci probability-and-statist

modern robot cours 5 robot manipul and wheel mobil robotsadvanceddo you want to know how robot work? are you interest in robot as a career? are you will to invest the effort to learn fundament mathemat model techniqu that are use in all subfield of robotics? if so then the "modern robot mechan plan and control" special may be for you. thi special consist of six short cours is seriou prepar for seriou student who hope to work in the field of robot or to undertak advanc study. it is not a sampler. in cours 5 of the special robot motion plan and wheel mobil robot we delv into advanc topic in robotics. chapter 12 grasp and manipul of the "modern robotics" textbook cover the model of kinemat and forc between rigid bodi in contact and appli the model to analysi and plan of robot grasp and other manipul tasks. chapter 13 wheel mobil robot cover model motion plan and feedback control of omnidirect and nonholonom wheel mobil robot and conclud by address control of mobil manipul consist of a wheel mobil base and a robot arm. thi cours follow the textbook "modern robot mechan plan and control" lynch and park cambridg univers press 2017. you can purchas the book or use the free preprint pdf. you will build on a librari of robot softwar in the languag of your choic among python mathematica and matlab and use the free cross-platform robot simul v-rep which allow you to work with state-of-the-art robot in the comfort of your own home and with zero financi investment.norm geometri order pair linear span c process control convex hull robot optim control motion plan convex set shortest path problem physical-science-and-engin mechanical-engin

fundament of network communicationintermediatein thi cours we trace the evolut of network and identifi the key concept and function that form the basi for layer architecture. we introduc exampl of protocol and servic that are familiar to the student and we explain how these servic are support by networks. further we explain fundament concept in digit commun and focu on error control techniqu that includ pariti check polynomi code and internet checksum. student will be requir to have some previou program experi in c-program c++/java some fundament knowledg of comput organ and it architectur and a background in comput scienc is a plus.error detect and correct internet internet protocol suit model osi model data transmiss telecommun network comput network socket commun computer-sci computer-security-and-network

predict model and machin learn with matlabintermediatein thi cours you will build on the skill learn in exploratori data analysi with matlab and data process and featur engin with matlab to increas your abil to har the power of matlab to analyz data relev to the work you do. these skill are valuabl for those who have domain knowledg and some exposur to comput tool but no program background. to be success in thi cours you should have some background in basic statist histogram averag standard deviat curv fit interpol and have complet cours 1 through 2 of thi specialization. by the end of thi cours you will use matlab to identifi the best machin learn model for obtain answer from your data. you will prepar your data train a predict model evalu and improv your model and understand how to get the most out of your models.supervis learn statist classif hyperparamet machin learn regress analysi train regress matlab observ model data-sci machine-learn

network and volunteer for career successadvancedin a veri competit workplac establish grow and leverag your profession commun can make all the differ as you search for your initi work opportun improv satisfact at your current job or find your next work adventure. in thi cours you will learn how to tap into your exist person and profession network to find your tribe and then leverag your profession commun for your benefit and sometim the benefit of your employer!. given that job satisfact and job opportun are often integr intertwin with �do good � you will engag in an introspect exercis evalu your interest and valu so you can incorpor those ideal into your work. final you will understand how servic experi can be extrem valuabl in grow your profession commun and contribut to compani success.interest market econom plan career career develop benefit person advertis model it servic manag volunt manag personal-develop personal-develop

portfolio and risk managementbeginnerin thi cours you will gain an understand of the theori underli optim portfolio construct the differ way portfolio are actual built in practic and how to measur and manag the risk of such portfolios. you will start by studi how imperfect correl between asset lead to diversifi and optim portfolio as well as the consequ in term of asset pricing. then you will learn how to shape an investor' profil and build an adequ portfolio by combin strateg and tactic asset allocations. final you will have a more in-depth look at risk it differ facet and the appropri tool and techniqu to measur it manag it and hedg it. key speaker from ub our corpor partner will regularli add a practic perspect on these differ topic as you progress through the course.valu at risk leadership and manag portfolio optim mathemat optim modern portfolio theori portfolio theori invest financ risk manag risk busi financ

audit i conceptu foundat of auditingintermediatethi cours provid an intens conceptu and appli introduct to audit in society. it focus on concept and applic relat to financial-stat auditors� profession respons as well as major facet of the audit process includ risk assess and audit reporting. in the u.s. financial-stat audit and relat servic gener are provid by certifi public account cpas. to succeed in thi cours you should anticip engag in critic think and thought commun about audit professionals' decis environ decis process and deliverables. addit you should understand the macro-level learn object in each of the course' weekli modules.audit audit risk financi audit financi statement account auditor independ financ risk financi audit intern control busi business-essenti

build a busi presenc with facebook marketingbeginnerbi the end of thi project-bas cours you will understand the basic of appli digit market on facebook. the cours will walk you through set up digit market for a fictiti compani the belltown bakeri in downtown seattle. the cours begin with set up a fictiti busi page on facebook. you will then learn how to navig your facebook account includ set up advertisements. you will then learn how to post content and boost a post. we will then cover tool avail to engag with facebook user and grow your audienc on facebook.digit market account project network machin learn audienc advertis project market sale social media market busi market

financ for everyon decisionsconversantfin for everyon decis will introduc you to the work of the free market and the foundat of finance. you will learn how free market and their �creativ destruction� provid the architectur for the global economi and how those same market move money in way that creat and destroy wealth. your financi toolkit will includ timeless concept like compound discount annuiti effect interest rate and more. you will also learn how to simplifi import financi calcul and appli that knowledg to real-lif decis that can influenc everyth from how you pay for your car to where you live. through peer review you will publish your view on an issu import to you. you will also discov how your appli decis connect to bigger question relat to chang market condit as you prepar for the second cours in f4e markets.debt financ order pair financi literaci person financ peer review person advertis market econom stock market interest busi financ

rapid prototyp of embed interfac designsintermediaterapid prototyp is the second of three class in the embed interfac design eid special an onlin version of the on-campu eid class taught in graduat embed system design. thi cours is focus on rapid prototyp of devic and system and the relat method practic and principl that will help ensur your embed interfac design are what your user both need and want. the class includ an introduct to rapid prototyp prototyp devic and system user interfac prototyp devic and design consider and perspect for devices. the content rang from gener design best practic to specif for embed devic of differ type and specif flavor of user interfac but all are present to support develop embed devices. the class includ practic project that let you tri some of standard method in softwar develop of prototyp graphic user interfac for devic use qt and html. thi cours can be taken for academ credit as ecea 5347 part of cu boulder' master of scienc in electr engin degree.java annot internet of thing rapid prototyp user interfac design comput program voic user interfac signatur interact design oper system product develop computer-sci design-and-product

fintech risk managementbeginnerthi cours �fintech risk management� help you understand risk manag and corpor govern in financ industri with the disrupt by fintech and regtech. you will becom more confid to analys and make recommend to develop busi strategi balanc the risk in oper reput and the stabil of financ firms. you will learn about new challeng of complianc with financi requir and govern regul and how you can deal with these chang strategi in analys fintech risk and how oper risk increas in financ industri in thi chang environment. as tech firm are now becom more like financ firm such as alibaba appl and tencent etc. you will learn about the import of it complianc and assur and practic skill in deal with these changes.financi institut leadership and manag fintech busi continu manag process risk financi regul intern control risk manag chang manag busi business-essenti

solar energi system overviewbeginnerbi the end of thi cours learner will have acquir a broad understand of the histori and mechan behind convert light into electr commonli known as photovolta pv. they are empow to recogn and describ element of a pv system enabl them to compar the most common type of solar cell sketch a solar pv system and analyz differ between rooftop and ground mount configurations. the cours explor econom consider touch on solar pv cost for residenti and commerci use incent and contrast solar power with fossil fuel and nuclear plants. thi cours is ideal for anyon interest in enter the solar power sector whether fresh to the workforc or switch industries. the curriculum is especi use for engin hvac instal architect and build code inspectors. materi includ onlin lectur video demo project work read and discussions. thi is the first cours in the solar pv for engin architect and code inspector specialization. to learn more about the special check out a video overview at https//youtu.be/xjkkzbxqa6s.civil engin energi solar energi photovolta pv system solar system physic wind energi solar photovolta instal electr engin energi engin physical-science-and-engin environmental-science-and-sustain

industri iot on googl cloud platformadvancedbi enrol in thi special you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<< welcom to the coursera cours industri internet of thing iot on googl cloud platform gcp brought to you by the googl cloud team. i�m catherin gamboa and i�m go to be your guide. thi cours cover the entir industri iot network architectur from sensor and devic to analysis. the cours discuss sensor and devic but the focu is on the cloud side. you'll learn about the import of scale devic commun and process stream data. the cours use simul devic in the lab to allow you to concentr on learn the cloud side of iiot. the cours is a littl differ than most coursera cours becaus there is veri littl video. most of the learn is done with short read quizz and labs. thi cours take about two week to complet 11-12 hour of work with 6 of those hour spent in labs. by the end of thi cours you�ll be abl to creat a stream data pipelin to creat registri with cloud iot core topic and subscript with cloud pub/sub store data on googl cloud storag queri the data in bigqueri and gain data insight with dataprep. you'll learn and practic these skill in 7 labs. then you'll have an opportun to test yourself in an option capston lab use simul devic or cloud iot core inspector.dataflow analysi publish subscrib pattern cloud comput internet of thing cloud storag cloud platform googl cloud platform internet bigqueri computer-sci software-develop

custom segment and prospectingconversantin cours 1 we set the foundat for the art of sale special and offer a new mindset for becom a high-perform in sales. we will discuss the knowledg skill and disciplin that you need to stand out in your industri and creat a goal for you to reach by the end of the specialization. final you will learn how to talk about yourself and your business. you will build your person sale trailer and learn how to get into and out of sale convers quickli and effectively. about the special the purpos of thi special is to make you as effici and effect in sell as possible. you will gain sever critic skill and disciplin that will acceler your success with your small or larg compani and your life. the abil to sell is a necess in thi world. whether it� stand out in a crowd sell yourself to a new employ or win new customers; sell is someth we do everi day and we should be great at it! thi special is design as an adventur of discovery. you will be test taught and transform through a seri of lectur discuss and exercis that are design to push you up and out of your comfort zone. you will learn how to target and acquir custom and get them to fall in love..sal sale goal sale meet market econom strategi market segment prospect email commun sale strategi busi business-essenti

multiplatform mobil app develop with web technolog ionic and cordovaadvancedthi cours focus on develop multiplatform mobil applic use the web technolog html5 css and javascript. in particular we make use of the cordova hybrid applic framework to develop and target multipl mobil platform with a singl codebase. we make use of the ionic framework ionic ver 3.x one of the most popular mobil applic framework that is built with mobile-optim html5 and css base compon and angular. you will learn about ui develop with ionic and then use cordova' modul to access the nativ mobil platform' capabl from javascript. you should have alreadi complet the bootstrap 4 and the angular cours in thi special befor proceed with thi course. at the end of thi cours you will be abl to a build mobil applic target multipl platform with a singl codebas b leverag your html5 css javascript and angular skill and c use variou featur of the ionic framework to build hybrid mobil applicationsandroid develop angular web mobil develop node.j javascript mobil app web develop ionic mobil app framework io develop computer-sci mobile-and-web-develop

enjoy econometricsbeginnerth goal of thi mooc is to show that econometr method are often need to answer questions. a question come first then data are to be collect and then final the model or method come in. depend on the data howev it can happen that method need to be adapted. for exampl where we first look at two variabl later we may need to look at three or more. or when data are miss what then do we do? and if the data are count like the number of newspap articl cite someon then matter may chang too. but these modif alway come last and are consid onli when relevant. an import motiv for me to make thi mooc is to emphas that econometr model and method can also be appli to more unconvent set which are typic set where the practition ha to collect hi or her own data first. such collect can be done by care combin exist databas but also by hold survey or run experiments. a byproduct of have to collect your own data is that thi help to choos amongst the potenti method and techniqu that are around. if you are search for a mooc on econometr that treat mathemat and statist method of econometr and their applic you may be interest in the coursera cours �econometr method and applications� that is also from erasmu univers rotterdam.student residu econometr student' t-test chi-squar distribut regress analysi gener statist correl and depend empir evid regress simpl linear regress data-sci probability-and-statist

build an app in android studio use static filesbeginnerin thi project you will build an android app with text file imag string and a string array that are save as resourc in the project can be access by refer throughout the app. you will use the java program languag and will be given an explan of the use of use resources. in differ part of the re resourc directori of your android studio project you will put text file creat string and all of these will be access for all appropri widget in your app. thi app will have a piec of text from the string file ask the user to select the name of an author from a spinner a type of drop down menu where the user select from a set of option - from the string file. there will be an imag imageview below the spinner which will chang from the drawabl directori to match whichev author the user selects. beneath thi will be a piec of text textview with the name of a book and the year it wa publish from the string file which will chang to match the select author. final there will be anoth piec of text textview which will contain an appropri quot read from the appropri text file in a raw directori from the name book when the user close the app the program will rememb the final choic made by the user in their previou visit. you will upload an apk of the app to a websit call appetize.io to test the app. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesquot download java program drop-down list android studio project mine java softwar platform project order pair upload computer-sci mobile-and-web-develop

safeti in the util industrybeginnerthi cours arm you with basic util industri safeti knowledge. you will be educ about person protect equip fire safeti hazard materi and their symbols. you will gain insight to recogn the import of a safe work environment. thi cours is for individu consid a career in the energi field who have a high school diploma at minimum and basic knowledg of mathemat and exist energi sector employe with less than three year of experi who have not complet similar train and would benefit from a cours of foundat industri concepts. the cours is a combin of onlin lectur video read and discussions. thi is the third cours in the energi product distribut & safeti special that explor variou facet of the power sector and featur a culmin project involv creation of a roadmap to achiev a self-establish energy-rel profession goal. to learn more about the special check out a video overview at https//www.youtube.com/watch?v=2yh9qiyiudk.safeti engin safeti hazard about safeti hazard hazard safeti util leadership and manag safeti equip fire safeti physical-science-and-engin electrical-engin

content advertis & social imcbeginnerw your content to go viral? who doesn't! it take a thought integr approach to make content that stand out in our increasingli oversatur world. in thi fourth cours of the social market special - "content advertis & social imc" - you will learn how market are success navig today' media landscape. you will learn whi develop engag content for your audienc is an essenti compon in effect social marketing. a panel of expert will unlock the paid/owned/earn media riddl and replac it with an integr who/what/wher approach that util platform-specif messag to grow your market share. thi cours also includ an overview of the integr market commun strategi for social and how it is be deploy around the globe as well as gamif tip to keep your audienc come back for more. in addit you will learn the secret to advertis on facebook and other social sites. addit mooc 4 faculti includ * judi ungar frank presid the market democraci ltd. & lectur medil integr market commun northwestern * steffi decker junior partner chong and koster * joey strawn director of integr market industri strength marketingmarket strategi advertis social media earn media market media market a/b test social media market social market strategi busi market

introduct to power electronicsadvancedthi cours can also be taken for academ credit as ecea 5700 part of cu boulder� master of scienc in electr engin degree. thi cours introduc the basic concept of switched-mod convert circuit for control and convert electr power with high efficiency. principl of convert circuit analysi are introduc and are develop for find the steadi state voltag current and effici of power converters. assign includ simul of a dc-dc convert analysi of an invert dc-dc convert and model and effici analysi of an electr vehicl system and of a usb power regulator. after complet thi cours you will ? understand what a switched-mod convert is and it basic oper principl ? be abl to solv for the steady-st voltag and current of step-down step-up invert and other power convert ? know how to deriv an averag equival circuit model and solv for the convert effici a basic understand of electr circuit analysi is an assum prerequisit for thi course.boost machin learn electron circuit electron design simul electron analysi model design analysi power electron power electron design physical-science-and-engin electrical-engin

rail with activ record and action packbeginnery alreadi know how to build a basic web applic with the rubi on rail framework. perhap you have even taken cours 1 "rubi on rail an introduction" we highli recommend it where you reli on extern web servic to be your �data layer�. but in the back of your mind you alway knew that there would come a time when you would need to roll up your sleev and learn sql to be abl to interact with your own relat databas rdbms. but there is an easier way to get start with sql use the activ record object/rel orm framework. in thi cours we will be abl to use the rubi languag and the activ record orm framework to autom interact with the databas to quickli build the applic we want. in rail with activ record and action pack we will explor how to interact with relat databas by use activ record a rubi gem which rail use by default for databas access. we will then take a look at what role activ record play in the overal request-respons cycl when a client the browser request data from the server as well as how to submit the data to the server. of cours when access data secur is of paramount importance! we will talk about vulner such as sql inject as well as how to secur access to data by authent and author user access the data. take thi cours to build a rubi on rail applic with activ record to autom the detail sql interact with our database.author sql data structur align activ record pattern rubi on rail rubygem databas rubi program languag authent sql inject computer-sci software-develop

build your leadership skillsconversantwhen take thi cours you will rais your own self-awar and gain self-confid for a better leadership. you will discov a new approach to leadership base on trust and sense. the �savoir-relier� leadership a new approach of leadership taught to hec mba� student and top execut enabl better team leadership and encourag relationship between peopl in spite of their differ of opinion. you will develop relat skill self-knowledg and self-awar on the way to unfold your own leadership style. you�ll learn the skill of the savoir-reli sr methodolog for better connect with yourself or other by go through the follow 4 step for success leadership introspect convers resili and respons toward valu creation. in thi first mooc of the "inspir leadership" special you will practic the first two step of the method for success leadership introspect and conversation. you will get to know yourself better dure the introspect part and get a chanc to improv your commun skill in order to better interact with others. you will meet peopl like you who will share their stori and their experi with savoir-reli and whi it is so inspir for them in their life. togeth you�ll develop greater self-awar by develop a leadership self-portrait and go through fun activ to increas your empathi and communication. leader from differ organ and particip of the hec pari leadership certif the program from which thi cours and special are inspir will share with you their insight about what it take to becom a great leader and what they are abl to achiev now that they appli the savoir-reli methodology. thi cours is part of the special �inspir leadership lead with sense�. in the next cours you'll go through the second two step of leadership resili and respons toward valu creation.leadership and manag leadership develop leadership awar activ listen self-confid self-awar commun listen confid busi leadership-and-manag

account for busi decis make measur and oper decisionsadvancedaccount inform is the lifeblood of the organ as it facilit and influenc oper and strateg decis intend to achiev organiz goals. organ benefit from three decision-ori role of account measur control and communication. thi cours provid an introduct to accounting� measur role insid of an organ and how account commun inform that help manag and employe make oper decisions. in particular you will learn how cost inform is creat and organ to help manag and employe conduct profit analys develop and choos product make price decis and make common busi decisions. upon success complet of thi cours you will be abl to �\tidentifi the natur purpos and import of differ type of decision-us account information. �\tcreat organ and commun cost inform to best suit common oper decisions. �\tuse account inform to manag product control cost and leverag other driver of oper success. if you enjoy thi busi cours and are interest in an mba consid appli to the imba a flexibl fully-accredit onlin mba at an incred competit price offer by the univers of illinois. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.sal account cost leadership and manag bookkeep oper manag analysi manag account decis make financi account busi business-essenti

work smarter not harder time manag for person & profession productivityconversanty will be abl to gain and appli your knowledg and understand of person and profession awar organ and commit and use the tool method and techniqu that you have learn in goal set priorit schedul and deleg to overcom time manag challeng and enhanc productivity. upon complet thi cours you will be abl to 1. learn to plan effect to achiev your person and profession goal 2. learn to recogn and overcom barrier to success time manag 3. identifi specif time manag tool and use them effect 4. manag resourc both effect and effici 5. keep your sens of perspect to prevent and manag crise 6. learn to deleg effect 7. learn to manag expect and say �no� when appropriateleadership and manag priorit strateg reserv estim time manag person advertis schedul task manag organ manag plan busi business-essenti

build multilay perceptron model with kerasbeginnerin thi 45-minut long project-bas cours you will build and train a multilay perceptronl mlp model use kera with tensorflow as it backend. we will be work with the reuter dataset a set of short newswir and their topic publish by reuter in 1986. it' a veri simpl wide use toy dataset for text classification. there are 46 differ topic some of which are more repres than others. but each topic ha at least 10 exampl in the train set. so in thi project you will build a mlp feed-forward neural network to classifi reuter newswir into 46 differ mutually-exclus topics. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and kera pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.feedforward neural network kera front and back end mutual exclus tensorflow perceptron machin learn deep learn artifici neural network multilay perceptron data-sci machine-learn

financi report capstoneadvancedth capston is the culmin project in the financi report specialization. you will have the opportun to combin the concept and techniqu obtain through all the cours in thi special account analysi i the role of account as an inform system account analysi i measur and disclosur of asset account analysi ii measur and disclosur of liabil and account analysi ii account for liabil and equiti and appli them to a real world account project. the capston project will be 3 week long. you must take the capston project class after take all the other cours in thi specialization.fix asset account analysi financ journal file system intern financi report standard account incom statement financi statement adjust entri account receiv busi business-essenti

healthcar marketplacebeginnerin thi cours in the healthcar marketplac special you will identifi defin and describ potenti busi and public polici solut to the challeng face society� grow demand for health services. student will master a bodi of knowledg on the health care sector major compon through read and reflection. healthcar ha mani differ cultur compon that will be discuss as histor trend as well as futur demograph challenges. you will understand divers philosophi and cultur within and across societi as they relat to healthcare. thi outcom is particularli critic becaus of the tradeoff need to be assess as medic technolog advanc faster than budget and perhap cultur are sometim will to tolerate. at the end of the day you will gain an appreci for the role of creativ innov discoveri and express across disciplin in the develop of new medic care solut through and examin of the physician medic technolog and financ sub-sector of the health economy.med devic healthcar manag medic devic price discrimin insur leadership and manag medic technolog health insur market econom market busi financ

develop an entrepreneuri mindset first step toward successintermediatethi cours is the first in a seri on start a business. though new ventur creation is the focu of the special thi cours is import for everyone.to creat a success busi it is not onli about what you do technic execut it is also about how you think. thi cours provid learner with insight to re-fram their think in order to maxim their chanc for success. so what can a learner expect to gain from thi course? at the end of thi cours a learner 1. will be abl to argu effect against all of the reason for not start their busi or reach some goal; 2. will be abl to oper effect within the new framework or model for start a busi or ani new endeavor thu increas their chanc for success; and 3. will be abl to make the initi busi startup decis of what type of busi to start and what type of busi owner to be. have an entrepreneuri mindset is critic to be success as an entrepreneur. an entrepreneuri mindset stand alon in term of it importance. no other attribut person inher entrepreneuri procliv train or demograph profil is common to all success entrepreneur whether warren buffet steve job or the neighborhood florist or grocer. the cours provid learner with an understand of the attribut and perspect of an entrepreneuri mindset and the process to acquir one. we suggest that learner bring an open mind and be will to thoroughli explor the nascent busi ventur they have been carri with them.th cours introduc concept that enabl a person to start a trans-form process in the way they think gener and in the way they think about busi specifically. thi new way of think ha the potenti to posit impact not onli them but their famili and community.behavior busi e-commerc lean startup event manag lean manufactur busi plan busi process manag busi strategi entrepreneurship busi entrepreneurship

capston project busi technolog managementintermediateth capston project place you in the shoe of a cio of a hypothet fmcg firm indu consum product limit who is requir to select a portfolio of it invest for the decis year that is align with the busi strategi and object of the firm. differ busi unit in the compani have propos differ applic to implement. your job as cio will be to analyz the busi case for each of the project and identifi those that best serv the long-term busi strategi and object of the firm. your choic of it invest is constrain by the it budget for the given financi year. the case consist of the follow artifact - letter from the ceo - compani report - it assess report - propos for the scm initi - propos for rural connect - propos for the new erp system the case is design to provid a capston experi on mani of the concept and framework learn in the specialization. learner need to a identifi a broad busi focu of the compani use the competitor data. provid a coupl of line on the strateg pain point for the firm. b which one of the five applic must the compani invest in? why? provid strateg and financi reason in support. c thoroughli analys past project to remov redund or unviabl investments. d identifi and propos strategi for manag risk associ with larg scale it investments. e creat an organiz structur and commun plan that will engag variou stakehold of the organization.invest annual report project plan resourc alloc project project plan technolog manag busi technolog manag leadership and manag commun plan busi business-strategi

busi english basicsadvancedthi cours aim to improv your busi english languag skill by develop your vocabulari and read skill and your understand of tone style and knowledg of commun methods. we'll also cover how these languag skill can enhanc audienc analysi busi case analysi and basic busi commun strategies. skill learn in thi cours will often be refer to and need to complet the speak write and cross-cultur commun cours of thi specialization. after complet thi cours you will be abl to - describ thing and event in the context of busi english - make request in the context of busi english - support argument in the context of busi english - use appropri tone and style accord to the context of busi english - conduct an audienc analysi - match audienc with the purpos and medium of commun - analys and summaris busi dataanalysi speech busi case english languag human learn languag write busi commun grammar commun language-learn learning-english

suppli chain sourcingbeginnerhav you ever wonder how compani manag relationship with their thousand of suppliers? sourc is an import part of manag a success suppli chain. thi cours introduc you to the excit area of suppli chain sourcing. part of a broader special on suppli chain manag you will master the supplier select process and supplier segmentation. at the complet of thi cours you will have the tool and techniqu to find the right vendor and maintain the right relationship with ani one of your exist suppliers.evalu supplier evalu leadership and manag strateg sourc suppli chain procur chain sourc best practic sourc suppli chain sourc busi business-strategi

recruit hire and onboard employeesbeginnerfind and hire the right peopl is often cite as the number one concern of busi today. it seem we are all compet for the best and brightest workers. as you will see in our time togeth in the second cours a critic compon of the peopl manag valu proposit is to hire talent peopl who enabl the organ to achiev it strateg goals. thi cours is an introduct into the topic of recruit select and onboarding. at the outset of the cours we will explor the import of link recruit goal with overal compani strategy. we then look at a number of option to recruit and select employe both effect and legally. throughout the cours we will examin current issu in talent acquisit such as how compani are now leverag social media and hire analyt to ensur better qualiti hires. at the conclus of the cours we look at how to onboard employe to promot employe commit and engagement.leadership and manag imag resolut employ resourc recruit human resourc recruit resourc manag onboard employe select busi business-essenti

program with scratchadvancedlearn code is not onli about understand the program languag be use but also develop import comput think skill which are use for problem solv across mani disciplinari areas. in thi cours student will learn basic program skill by creat interact storybook anim and game with scratch which is a block-bas visual program languag for anyon new to coding.connection prince2 word2vec bioperl algorithm machin learn pdca multiliteraci opm scratch program languag computer-sci software-develop

foundat of public health practic behaviour & behaviour changeadvancedth health protect cours is the third instal of the wider foundat of public health practic specialis from imperi colleg london' global master of public health mph. the scope and content of thi cours ha been develop from the ground up by a combin team of academ and practition draw on decad of real-world public health experi as well as deep academ knowledge. through short video lectur practition interview and a wide rang of interact activ learner will be immers in the world of public health practice. design for those new to the disciplin over three modul intend for three week of learn learner will becom familiar with the scope theori and implement of behaviour chang in the context of public health practice. the cours begin by challeng learner about their preconcept about healthi and unhealthi behaviour - seek to contextualis these idea within the broader public health approach the first cours of thi specialisation. the cours thereaft swiftli cover the origin of risk commun and behaviour chang through the len of health psycholog and classic econom befor introduc idea of bound ration and the genesi of behaviour insight and so-cal nudges. by the end of the cours learner will be fluent with their use of the behaviour chang wheel methodolog of intervent develop and the applic of the com-b framework to a rang of target behaviour and behaviour barriers. the subsequ cours of thi specialis will cover health protect befor move into the final degre learner cours which where learner will focu on develop the core profession skillset that defin public health practition - whether in servic or academia.publ health commun behavior econom one health social cognit theori psycholog physic activ health belief model psycholog health psycholog life-sci public-health

essenti googl cloud infrastructur core servicesconversantthi acceler on-demand cours introduc particip to the comprehens and flexibl infrastructur and platform servic provid by googl cloud with a focu on comput engine. through a combin of video lectur demo and hands-on lab particip explor and deploy solut element includ infrastructur compon such as network system and applic services. thi cours also cover deploy practic solut includ customer-suppli encrypt key secur and access manag quota and bill and resourc monitoring. prerequisit to get the most out of thi cours particip should have � complet googl cloud fundament core infrastructur or have equival experi � complet essenti googl cloud infrastructur foundat or have equival experi � basic profici with command-lin tool and linux oper system environ � system oper experi includ deploy and manag applic either on-premis or in a public cloud environ new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng quest >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<leadership and manag bigqueri cloud infrastructur ident manag cloud platform cloud comput network monitor googl cloud platform cloud storag resourc information-technolog cloud-comput

tropic parasitolog protozoan worm vector and human diseasesintermediatethi cours provid student an understand of import human parasit diseas includ their life cycl vector of transmiss distribut and epidemiolog pathophysiolog and clinic manifest treatment and prevent and control. tropic parasitolog is taught by faculti from an area highli impact by tropic parasites- the kilimanjaro christian medic univers colleg in moshi tanzania. the faculti includ drs. frank mosha and mramba nyindo and two lectur drs. johnson matowo and jovin kitau. dr. john bartlett professor of medicin global health and nurs at duke univers join hi faculti colleagu in thi effort.diseas control ascariasi schistosomiasi parasit parasitolog infect echinococcosi toxoplasmosi filariasi diseas life-sci basic-sci

the modern world part one global histori from 1760 to 1910beginnerthi is a survey of modern histori from a global perspective. part one begin with the polit and econom revolut of the late 1700 and track the transform of the world dure the 1800s. part one conclud as these bewild chang seem to be run beyond the capac of older institut to handl them. throughout the cours we tri to grasp what is happen and ask why? and the answer often turn on veri human choices.art histori foreign polici india analysi the famili of man global histori gener knowledg militari intern relat arts-and-human histori

solar energi system designintermediatesolar energi system design build upon the introduct to pv system from solar energi basic cours which includ basic system compon and function as well as some basic system size use simplifi assumptions. you should at thi point have a basic understand of electr power and energi be abl to calcul the energi need of a site as well as energi product potenti for a pv system at a given locat under optim conditions. much of thi cours will focu on incorpor on the ground condit into energi product consider and how to account for these condit in system design and equip selection. by the end of thi cours you should be abl to incorpor loss in irradi due to array setup with less than optim posit and/or shade and account for variat in modul output due to temperatur variat in your system design.energi system renew energi electr design array circuit design energi electr engin system design solar energi specif technic standard physical-science-and-engin electrical-engin

valid and bia in epidemiologyintermediateepidemiolog studi can provid valuabl insight about the frequenc of a diseas it potenti caus and the effect of avail treatments. select an appropri studi design can take you a long way when tri to answer such a question. howev thi is by no mean enough. a studi can yield bias result for mani differ reasons. thi cours offer an introduct to some of these factor and provid guidanc on how to deal with bia in epidemiolog research. in thi cours you will learn about the main type of bia and what effect they might have on your studi findings. you will then focu on the concept of confound and you will explor variou method to identifi and control for confound in differ studi designs. in the last modul of thi cours we will discuss the phenomenon of effect modif which is key to understand and interpret studi results. we will finish the cours with a broader discuss of causal in epidemiolog and we will highlight how you can utilis all the tool that you have learnt to decid whether your find indic a true associ and if thi can be consid causal.observ error select bia epidemiolog clinic studi design confound causal causal infer interact statist risk factor bia life-sci public-health

imageri autom and applicationsintermediatewelcom to the last cours of the special unless your continu on to the capston project of course!. use the knowledg you�v learn about arcgi complet technic task such raster calcul and suitabl analysis. in thi class you will becom comfort with spatial analysi and applic within gi dure four week-long modul week 1 you'll learn all about remot sens and satellit imageri and be introduc to the electromagnet spectrum. at the end of thi week you'll be abl to find and download satellit imageri onlin and use it for two common type of analysi ndvi and train classification. week 2 you'll learn how to use modelbuild to creat larg process workflow that use paramet precondit variabl and a new set of tools. we'll also explor a few topic that we don't realli have time to discuss in detail but might whet your appetit for futur learn in other avenu geocod time-en data spatial statist and arcgi pro. week 3 in week three we'll make and use digit elev model use some new specif tool such as the cut fill tool hillshad viewsh and more. we'll also go through a few common algorithm includ a veri import one the suitabl analysis. week 4 we'll begin the final week by talk about a few spatial analyst tool we haven't yet touch on in the special region group to make our own zone focal statist to smooth a hillshad reclassifi to chang valu and point densiti to creat a densiti surface. final we'll wrap up by talk about a few more thing that you might want to explor more as you start work on learn about gi topic on your own. take geospati and environment analysi as a standalon cours or as part of the geograph inform system gi specialization. you should have equival experi to complet the first second and third cours in thi special "fundament of gi " "gi data format design and quality" and "geospati and environment analysi " respect befor take thi course. by complet the fourth class you will gain the skill need to succeed in the special capstone.model satellit geograph inform system model build arcgi statist classif cartographi imageri analysi analysi remot sens physical-science-and-engin environmental-science-and-sustain

measur causal effect in the social sciencesintermediatehow can we know if the differ in wage between men and women are caus by discrimin or differ in background characteristics? in thi phd-level cours we look at causal effect as oppos to spuriou relationships. we will discuss how they can be identifi in the social scienc use quantit data and describ how thi can help us understand social mechanisms.regress analysi causal infer gener linear model regress measur impact evalu causal differ in differ infer instrument variabl social-sci governance-and-societi

protect busi innov via strategyintermediateprotect busi innov via strategi watch cours overview https//youtu.be/muja4iwbrt strategi can be use for protect busi innov when no other form of protect exist e.g. copyright patent & trademark. strategi can also compliment and strengthen other form of innov protection. understand how to use strategi to protect innov and limit of strategi as a form of protect will be use for busi managers. thi cours will cover strategi from tangibl resourc to intang strategi busi employ to be successful. 1 resource-bas strategi 2 move fast or get pass 3 e-commerc 4 chang the rule thi cours is one part of a four cours seri focus on protect of busi innov use copyright patent trademark and strategi and these four cours may be taken in ani order that is most benefici to student interest in learn about protect innovation. other cours in the protect busi innov seri 1. copyright https//www.coursera.org/learn/protect-business-innovations-copyright 2. trademark https//www.coursera.org/learn/protect-business-innovations-trademark 3. patent https//www.coursera.org/learn/protect-business-innovations-pat 4. strategi https//www.coursera.org/learn/protect-business-innovations-strategyglob strategi competit price strategi suppli chain price market econom sharehold valu servic innov innov busi business-strategi

ecosystem of californiabeginnerthi cours survey the divers structur and function of california� ecosystem through time and the way they have influenc and respond to human activ and stewardship. topic includ ecosystem driver such as climat soil and land use history; human and ecolog prehistori of the state; compar marin freshwat and terrestri ecosystem dynamics; and manag ecosystem such as rang fisheri and agricultur in california. the cours also emphas import skill to understand as a scientist or consum of scientif inform includ data collect natur histori and writing.chaparr biodivers evolut agricultur ecosystem ecolog marin biolog forest ecosystem desert life-sci basic-sci

uneth decis make in organizationsintermediatethi cours 'uneth decis make in organ a seminar on the dark side of the force' will teach you how strong organiz context push good peopl toward uneth decisions. you will also learn how to protect yourself and your organ against such forc lurk in the dark. about the cours thi cours teach how narrow frame and strong context can push good peopl toward uneth decis and how they can protect themselv and their organ against ethic blindness. the goal of thi cours is to empow the particip to analyz the risk of uneth or illeg behavior that might be trigger by power contexts. it draw from variou disciplin such as manag psycholog sociolog philosophi and literatur in order to learn what these disciplin contribut to a better understand of uneth behavior. the cours also analyz some of the most promin organiz scandal of the recent decad through the lens of these disciplines. whenev we hear about ethic scandal we tend to believ that uneth or illeg behaviour in organ is driven by charact defici of individu actors. put differ we simpli assum that bad thing are done by bad people. howev numer corpor scandal have demonstr that even peopl with a high level of integr can break the rule if they are put into a strong context. a better understand of whi and under what condit good peopl make bad ethic decis will enabl us to better protect individu as well as their respect organ against the potenti overwhelm power of the context. it will also enabl us to cure societi from problem like corruption. at the end of the cours you are abl to 1. explain the impact of social context on individu decis make use variou theori from manag sociolog psycholog and philosophi 2. appli these theori to the analysi of some of the most emin organiz scandal of the recent decad 3. assess risk of ethic blind in your own organiz context 4. design intervent to reduc such risk for yourself and your organ recommend background no background expertis is required. the cours is open for interest layperson as well as expert who work on relat topic be it as research or practition e.g. complianc manag in corporations. whi is thi cours import for me? current the understand of whi good peopl make uneth decis is rather limit relat research is rather fragment and the manag of such problem in organ is overli simplist legalist and inadequate. understand context includ the danger of routin the mindless of our daili decis and the heal power of mind decision-mak routin is of increas importance. in thi cours you will learn the latest knowledg and the appropri tool box for deal with ethic challeng that you will face throughout your life! what do i need to follow thi course? we build bridg between variou scientif disciplin and will familiar you with those disciplin smoothly. you need no expertis just come and share your own real-world experi about uneth decisions. after all we are all expert in make decisions�som more ethic some less ethically�aren�t we?cas studi social psycholog decis make psycholog reason ration heurist interpret fear ethic life-sci psycholog

how comput workbeginnercomput are everywher they aren't just the desktop and laptop we use for work but the phone in our pocket and even the watch on our wrist are also computers. you probabl use a comput everi day and in fact you are read thi on a computer! just becaus we use comput all the time doesn't mean that we understand them or find them easi to use. comput scienc is the scienc of comput it is the field of knowledg that expert use to understand comput systems. know a littl comput scienc will help you understand the comput all around you. thi isn't a how-to cours for a particular piec of softwar instead you will learn some fundament concept that you can appli to ani softwar or comput system. you'll appli these concept to the kind of comput system we use everi day includ word process applic e-commerc the internet and web sites. you will learn how to appli comput scienc concept to solv problem in daili comput use and gener be a better comput user. take thi cours could be the start of your career in comput scienc and the cours is an introduct to the bachelor in comput scienc from univers of london but it is also for you if you just want to learn a littl comput scienc to help you better understand the comput you use in your ordinari life.web comput architectur comput scienc c program lambda calculu client server model debug calculu internet comput program computer-sci computer-security-and-network

hpv-associ oral and throat cancer what you need to knowbeginnerwelcom to hpv-associ oral and throat cancer what you need to know thi cours offer by the depart of otolaryngolog � head and neck surgeri at the icahn school of medicin at mount sinai is design to inform primari care physician and otolaryngologist gener and head and neck surgeon as well as medic student resid nurs physician assist medic assist about hpv-associ oral and throat cancers. it is also applic to individu who wish to broaden their knowledg and vernacular about thi diseas process especi those who may have been diagnos with hpv and/or hpv-associ oropharyng cancers. the cours ha been divid into four modul each of which is follow by multipl choic question to help attende further understand thi condit week 1 - cme inform accredit and introduct 2 min week 2 - modul 1 hpv-associ throat cancer an epidem 11 min. + quiz week 3 - modul 2 hpv risk factor and clinic present 10 min. + quiz week 4 - modul 3 manag of hpv-associ oropharyng cancer 13 min. + quiz week 5 - modul 4 prevent vaccin and the horizon 10 min. + quiz the primari object of thi cours is to provid physician with a thorough understand of how to better diagnos and treat patient who have hpv-relat oral and throat cancers. those particip in thi cours have the option to receiv cme credit. pleas review the cme inform and accredit prior to proceed with the cours modules. releas date februari 4 2019 expir date februari 4 2021 estim time to complet 1 hour cme fee $30 cme credit offer 1.0 cme review marita s. teng md how to receiv cme credit for physician who are interest in earn cme credit and other alli health profess who wish to receiv a verif of attend certif you must a. complet signatur track detail to follow after enrol in thi cours b. complet registr process through the icahn school of medicin at mount sinai cme offic use the follow link https//mssm.cloud-cme.com/default.aspx?eid=4177&p=3000&caseid=78 you will be requir to pay an addit non-refund fee of $30.00 in addit to the $49.00 fee for signatur track. c. email an attach copi of your verifi certif from coursera to the cme offic at the icahn school of medicin at cme@mssm.edu and request your cme certificate. d. you will be provid with the instruct for download your cme/c certificate. cours planner lynett bobbitt lisa chase eric m. genden md jill gregori gale justin paul lawrenc carter lim erik popilcontinu medic educ dentistri hpv vaccin oral cancer cancer head and neck cancer medic educ vaccin infect risk factor life-sci basic-sci

make the case for robot process automationadvancedoverview robot process autom rpa is reshap the account and financ profession. 40% of transact account work is expect to be autom by 2020 and predict to touch 230 million knowledg worker 9% of the global workforc accord to mckinsey research. driven by the need to stay competit decreas cost and increas effici rpa is quickli make a signific impact on the profession. compani no longer think about "if" but "when" to implement rpa. short descript �\trobot process autom rpa can transform busi process by elimin the mundan time-consum manual task that profession complete; enabl them more time to focu on critic thinking. thi cours for account and financ profession worldwid will show through use case how robot process autom can be util to decreas error and increas productivity. cours description/ overarch learn goal thi cours is intend to provid account and financi profession with practic literaci on robot process autom through a real-world relev data prepar use case. it will help identifi potenti use and the benefit and consider for robot process automation. thi cours will help you make the busi case by help you assess requir defin proof of valu and measur and valid the roi for automation.benefit flow network plan process lent pitfall! robot order pair softwar busi case information-technolog data-manag

be a leader develop a leaderadvancedth object of thi mooc are to enabl you to learn from appli concept exercis and learn from the four other mooc in thi specialization. learner involv in our program over the decad have repeatedli told us that go over the materi sever time help them progress delv into the mean and applic of the idea and experiences. as a result we have design thi capston so that it would be the third iter of work with the idea and experi about effect leadership and inspir it develop in others. the first iter wa dure one of the other mooc in term of the video read forum chat and reflect exercises. the second iter wa do one of the person learn or action learn assign in one of the mooc that involv talk to other and write an essay about the experience. if you had not done the action learn assign then one of the two project for thi mooc would involv do it. the third is review and revis your analysi of the experi as the capston project to show evid that you can be a leader and help anoth develop as a leader.stress posit psycholog benefit emot compass coach leadership motiv mind psycholog busi leadership-and-manag

influenc market strategyadvancedinfluenc market is the practic of engag intern and industri expert with activ network to help achiev measur busi goals. thi cours is about strategy. although there is no all-purpos one-size-fits-al influenc market strategi templat you will learn how to tailor one for a wide varieti of b2b b2c and nonprofit organ use the two-step flow model of communication. but thi cours is also about tactics. i believ �strategi without tactic is the slowest rout to victory. tactic without strategi is the nois befor defeat.� so you will learn both in thi 6-week long course. your final project for thi cours is to creat a pitch deck for a social media influenc strategy. the purpos of your final project is to give you a concret artifact that you can use to demonstr your masteri of new compet and skill to either the execut in your current organ or to prospect employers.influenc market social media influenc market strategi social media market content market advertis strategi market social media influenc busi market

digit media and market strategiesadvancedth prolifer of digit technolog give busi a divers new set of tool to reach engag monitor and respond to consum to an unpreced degree. the aggreg and volumin digit data can also be leverag to better target specif consum segments. follow the digit market channel the landscap thi cours aim to give you a deeper understand of core process of plan a digit market campaign and the role of variou digit channel in an integr market communication.market econom digit market plan media market social media digit media market digit strategi strategi market strategi busi market

intro to intern marketingbeginnerabout thi cours thi cours bring togeth two key subject intern market and cross industri innovation. it will provid the basic foundat of intern market and then explain how compani can grow by go abroad or sourc ideas/expand into other countri or industries. thi is summar as ccci cross-countri and cross-industri innov a term and analyt platform use throughout not onli thi cours but other in the specialization. as an introductori cours we keep the concept short and simpl in order to eas learner into the wonder world of intern marketing. more specif oper aspect such as manag the product price place and promot as well as target and posit will be provid in the second cours of the specialization. after you success complet thi cours learner will obtain the follow outcom 1 an understand of the core mean of market and intern marketing. 2 learn that intern market is about strike the right balanc between maxim the similar across cultur etic approach and custom market emic approach to import local differences. 3 learn about how to sourc or expand into other industri at home or abroad via cross industri innovation. 4 obtain a solid foundat for subsequ cours such as cours 2 intern market entri and execut and the industry-specif cours in the specialization.intern financ market econom market myopia global market market strategi brand global leadership and manag market strategi busi market

introduct to opencl on fpgasbeginneropencl� is a standard for write parallel program for heterogen system much like the nvidia* cuda* program language. in the fpga environ opencl construct are synthes into custom logic. an overview of the opencl standard will be discussed. you will learn about the platform execut memori and program model that defin the opencl specification. syntax of the opencl languag will be discuss and you will see exampl of opencl usage. the similar and differ between opencl and cuda will be highlight throughout. the advantag of use the intel� fpga opencl solut will be presented.*opencl and the opencl logo are trademark of appl inc. use by permiss of khronos*oth name and brand may be claim as the properti of otherscompil parallel comput graphic process unit comput program opencl applic program interfac autosar .properti cuda unifi parallel c computer-sci software-develop

build convers experi with dialogflowintermediatethi cours provid a deep dive into how to creat a chatbot use dialogflow augment it with cloud natur languag api and operation it use googl cloud tools. >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<experi googl app engin natur languag cloud comput googl cloud platform natur languag process cloud platform dialog system languag basic access authent computer-sci software-develop

docker essenti & build a container web applicationbeginnerthi is a 2-hour long project-bas cours and the most comprehens one about docker containers. by the end of thi project you will have packag built and deploy a static web applic use docker. along the way you will also learn the essenti concept and command about docker containers. apart from demystifi the docker landscap it'll prepar you with hands-on experi for build and container your own applications. even if you have no prior experi with contain thi project should be all you need to - get start with docker contain & relat concepts. - deep-div to get your hand dirti with docker command-line. - emerg as someon who know how to use docker and build container applications. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project hand order pair web command-lin interfac experi deep learn web design project mine web applic information-technolog cloud-comput

appli invest decis rule for startupsbeginnerin the previou cours you learn financi statement analysi and how to make estim of futur financi status. in thi cours you are go to learn capit budgeting. that is how to make an invest decision. you would like to select the best project among variou project you can take. then you need to know the criteria. in thi cours you are go to learn invest decis criteria such as npv and irr which are most popular decis rules. use financi analysi and discount cash flow method you can make pro forma financi statement and estim project cash flows. then you appli invest criteria to determin whether to invest or not. after learn how to appli npv and irr method to invest decis you are go to learn how to evalu npv estim and scenario what-if analys and break-even analysis. in addit to npv and irr you are go to learn payback period method and profit method to determin whether to invest or not when there is a polit risk or capit rationing.invest decis capit budget project payback period decis tree real option valuat decis rule real option invest rel chang and differ busi financ

qualit data collect methodsbeginnerthi cours present a detail overview of qualit method of data collect includ observ interview and focu group discussions. we will start with an in-depth overview of each method explor how to plan for data collect includ develop data collect guid and discuss techniqu for manag data collection. for observ we�ll focu on approach with low level of interact with peopl and the environ e.g. non-particip observation. we�ll talk about note-tak strategi the use of observ guid and approach to write up fieldnotes. for interview we�ll discuss develop of effect question guid and demonstr interview techniques. for focu group discuss we�ll highlight moder strategi and how to integr activ into question guid to promot interact in the group setting. final we�ll briefli discuss the transcript process for record interview and focu group discussions. learner of thi cours will not onli be abl to put what they learn into practic but they'll also develop a portfolio of qualit research materi for career advancement.interview focu group observ studi observ research method punctuat qualit research quantit research facilit project life-sci health-informat

assess for learningbeginnerfor sever decad now assess ha becom an increasingli press educ priority. teacher and school account system have come to be base on analysi of large-scal standard summ assessments. as a consequ assess now domin most convers about reform particularli as a measur of teacher and school account for learner performance. behind the often heat and at time ideolog gridlock debat is a genuin challeng to address gap in achiev between differ demograph identifi group of students. there is an urgent need to lift whole commun and cohort of student out of cycl of underachievement. for better or for wors test and public report of achiev is seen to be one of the few tool capabl of clearli inform public polici maker and commun alik about how their resourc are be use to expand the life opportun for their children. thi cours is an overview of current debat about test and analys the strength and weak of a varieti of approach to assessment. the cours also focus on the use of assess technolog in learning. it will explor recent advanc in comput adapt and diagnost test the use of natur languag process technolog in assess and embed form assess in digit and onlin curricula. other topic includ the use of data mine and learn analyt system in learn manag system and educ technolog platforms. particip will be requir to consid issu of data access privaci and the challeng rais by �big data� includ data persist and student profiling. -------------------------------- recommend background -------------------------------- thi cours is design for peopl interest in the futur of educ and the "learn societi " includ peopl who may wish to join educ as a profess practic teacher interest in explor futur direct for a vocat that is current undergo transform and commun and workplac leader who regard their mission to be in part "educative." -------------------------------- relat resourc -------------------------------- addit onlin resourc are avail here https//newlearningonline.com -------------------------------- take thi cours for credit at the univers of illinoi -------------------------------- thi cours ha the same content and anticip the same level of contribut by student in the e-learn ecolog cours offer to graduat certif master and doctor level student in the learn design and leadership program in the colleg of educ at the univers of illinois. of cours in the natur of mooc mani peopl will just want to view the video and casual join some of the discussions. some peopl say that these limit kind of particip offer evid that mooc suffer from low retent rates. far from it � we say that ani level of engag is good engagement. on the other hand if you would like to take thi cours for credit at the univers of illinoi you will find more inform about our program here https//newlearningonline.com/kalantzis-and-cope/learning-design-and-leadership-program and you can appli here https//education.illinois.edu/epol/programs-degrees/ldl -------------------------------- the learn design and leadership seri of mooc -------------------------------- thi cours is one of a seri of eight mooc creat by bill cope and mari kalantzi for the learn design and leadership program at the univers of illinois. if you find thi mooc help pleas join us in others! e-learn ecolog innov approach to teach and learn for the digit age https//www.coursera.org/learn/elearn new learn principl and pattern of pedagogi https//www.coursera.org/learn/newlearn assess for learn https//www.coursera.org/learn/assessmentforlearn learn knowledg and human develop https//www.coursera.org/learn/learning-knowledge-human-develop ubiquit learn and instruct technolog https//www.coursera.org/learn/ubiquitouslearn negoti learner differ toward product divers in learn https//www.coursera.org/learn/learnerdiffer literaci teach and learn aim approach and pedagogi https//www.coursera.org/learn/literacy-teaching-learn multimod literaci commun and learn in the era of digit media https//www.coursera.org/learn/multimodal-literacieseduc psycholog natur languag process evalu fundrais educ assess assess for learn child psycholog educ intellig test augment assign social-sci educ

financi engin and risk manag part iintermediatefinanci engin is a multidisciplinari field draw from financ and econom mathemat statist engin and comput methods. the emphasi of fe & rm part i will be on the use of simpl stochast model to price deriv secur in variou asset class includ equiti fix incom credit and mortgage-back securities. we will also consid the role that some of these asset class play dure the financi crisis. a notabl featur of thi cours will be an interview modul with emanuel derman the renown ``quant'' and best-sel author of "mi life as a quant". we hope that student who complet the cours will begin to understand the "rocket science" behind financi engin but perhap more importantli we hope they will also understand the limit of thi theori in practic and whi financi model should alway be treat with a healthi degre of skepticism. the follow-on cours fe & rm part ii will continu to develop deriv price model but it will also focu on asset alloc and portfolio optim as well as other applic of financi engin such as real option commod and energi deriv and algorithm trading.pr financi engin model risk financi risk deriv financ deriv microsoft excel financi model financ busi financ

teach english now! capston project 2beginnerin the final capston project you will appli the skill you learn by do practic teaching. you will build on your assign from the previou cours to refin your lesson plan and video-tap yourself present the lesson. you will submit a total of ten videos. if you have complet teach english now! part 1 and teach english now! part 2 you will submit your work for expert review to receiv your asu 150-hour tesol certif from asu in addit to your coursera certificates.grammar edit plan languag film write lesson plan english languag teach commun technolog language-learn learning-english

machin learn algorithm supervis learn tip to tailintermediatethi cours take you from understand the fundament of a machin learn project. learner will understand and implement supervis learn techniqu on real case studi to analyz busi case scenario where decis tree k-nearest neighbour and support vector machin are optim used. learner will also gain skill to contrast the practic consequ of differ data prepar step and describ common product issu in appli ml. to be success you should have at least beginner-level background in python program e.g. be abl to read and code trace exist code be comfort with condit loop variabl list dictionari and arrays. you should have a basic understand of linear algebra vector notat and statist probabl distribut and mean/median/mode. thi is the second cours of the appli machin learn special brought to you by coursera and the alberta machin intellig institute.classif algorithm regress decis tree statist classif euler' totient function machin learn algorithm mathemat optim supervis machin learn algorithm data-sci machine-learn

3d print hardwareadvancedthi cours will provid an in-depth explor of desktop 3d print hardware. it will examin the histori of desktop 3d print and demonstr how 3d printer are made and how they work. thi cours will also provid step-by-step instruct for how to use and repair a 3d printer. it will also explor the differ type of materi that can be 3d print and will demonstr how you can creat variou object use these tool and materials. learner who complet thi cours will be abl to success oper repair and upgrad a 3d printer. in addit learner who enrol in the cours certif will be abl to purchas a desktop 3d printer at a discount price provid by ultimaker. if you enjoy thi busi cours and are interest in an mba consid appli to the imba a flexibl fully-accredit onlin mba at an incred competit price offer by the univers of illinois. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.checklist file shortcut calibr 3d print interact interfac virtual artifact softwar digit design system u busi entrepreneurship

busi english for cross-cultur communicationadvancedthi cours aim to prepar you for work in an cross-cultur busi setting. we'll learn about common cross-cultur theori and how they are relev to everyday busi practic in a globalis world. by combin all of your vocabulari read speak and write skill that you acquir in the previou three cours you will learn how languag play an import role in cross-cultur communication. you will also enhanc your cross-cultur understand and will be abl to use vocabulari tone and style and spoken and written commun skill within a cross-cultur busi context. skill learn in thi cours help prepar you to deliv the profession busi present in the capston project. after complet thi cours you will be abl to - identifi possibl cross-cultur issu and misunderstand in commun - appli strategi to overcom possibl cross-cultur issu and misunderstand in commun - produc document with an appropri style for busi commun purpos within a cross-cultur situat - deliv a speech with an appropri style for busi commun purpos within a cross-cultur situationcommun intern commun busi commun cultur cross-cultur commun ethic english languag languag global translat language-learn learning-english

cloud networkingadvancedin the cloud network cours we will see what the network need to do to enabl cloud computing. we will explor current practic by talk to lead industri expert as well as look into interest new research that might shape the cloud network� future. thi cours will allow us to explor in-depth the challeng for cloud networking�how do we build a network infrastructur that provid the agil to deploy virtual network on a share infrastructur that enabl both effici transfer of big data and low latenc commun and that enabl applic to be feder across countri and continents? examin how these object are met will set the stage for the rest of the course. thi cours place an emphasi on both oper and design rationale�i.e. how thing work and whi they were design thi way. we'r excit to start the cours with you and take a look insid what ha becom the critic commun infrastructur for mani applic today.network infrastructur distribut comput tcp congest control comput network rout cloud comput cloud infrastructur python program network congest data center computer-sci computer-security-and-network

build a machin learn web app with streamlit and pythonbeginnerwelcom to thi hands-on project on build your first machin learn web app with the streamlit librari in python. by the end of thi project you are go to be comfort with use python and streamlit to build beauti and interact ml web app with zero web develop experience! we are go to load explor visual and interact with data and gener dashboard in less than 100 line of python code! our web applic will allow user to choos what classif algorithm they want to use and let them interact set hyper-paramet valu all without them know to code! prior experi with write simpl python script and use panda for data manipul is recommended. it is requir that you have an understand of logist regress support vector machin and random forest classifi and how to use them in scikit-learn. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.logist regress web python program machin learn scikit-learn interact comput program web applic panda web develop data-sci machine-learn

python geospati data analysisbeginnernot read the prerequisit carefully. if you do not know intermedi panda and intermedi python you will not be abl to understand thi project. thi guid project is for beginn who want to learn about geospati data analysi use python. you will analyz crime data from the boston polic department. it is a clean dataset so you can get straight to gener interact maps. gener interact map in under an hour just like thi https//vinitasilaparasetty.github.io/coursera-spatial-data-analysis/ by the end of thi project you will know how to gener map use folium and analyz geospati data use geovisualization. then you will learn how to identifi possibl contribut factor for the problem statement. special featur 1 learn a cool hack use one line of code to convert a jupyt notebook into a dashboard. 2 after you complet thi project you get a jupyt notebook of all the work you covered. it act as a use learn tool that you can refer to at ani time in the future. 3 exampl for logic think requir for geospati data analysi are provided. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.crim geograph inform system geovisu project arcgi sql heat map python program map data analysi data-sci data-analysi

lesson | busi english skill introduc yourself in busi settingsintermediatethi lesson is part of a full cours busi english networking. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to - introduc yourself by give your name job compani and citi - identifi the job compani and the citi of new acquaintancesenglish languag averag row fintech busi psycholog open-book manag law languag busi analysi wharton fintech language-learn learning-english

get start with blazor wasmbeginnerin thi short project-bas cours you will learn how to creat and run a blazor server application. you'll learn how to creat compon and bind their event and properties. you'll also learn navig and depend inject as well as creat form in blazor. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.interact .properti model html path variabl respons project network run python program project computer-sci mobile-and-web-develop

bias and portfolio selectionbeginnerinvestor tend to be their own worst enemies. in thi third cours you will learn how to capit on understand behavior bias and irrat behavior in financi markets. you will start by learn about the variou behavior bias � mistak that investor make and understand their reasons. you will learn how to recogn your own mistak as well as others� and understand how these mistak can affect invest decis and financi markets. you will also explor how differ prefer and invest horizon impact the optim asset alloc choice. after thi cours you will be more effect in overcom bias to do the wrong thing at the wrong time and tailor an invest strategi that is best suit on your or your client� profil and invest needs.loss avers financ valu premium trade stock stock market behavior financ invest efficient-market hypothesi prospect theori busi financ

build smart busi assist with ibm watsonbeginnerthi is two-hour project-bas cours teach how to creat a smart chatbot for your busi use ibm watson assist and deploy it to live preview link. you will learn how to har the power of ai to answer custom question on multipl platforms. in thi project each step is demonstr and you can follow along by repeat each step of the process. take addit time after each step to make your convers as robust as you desire. in thi project you will learn how to creat an ibm cloud account and watson� assistant. how to configur a watson' assist to captur custom goal from their input. how to build meaning dialog in watson' assistant. how to configur ibm watson assist to extract object from custom input. how to deploy a live version of your watson assist to interact with onlin customers.interact natur languag preview account cloud comput english languag career languag ibm cloud project information-technolog cloud-comput

introduct to pointer and memori manag in c/c++beginnerin thi 1-hour long project-bas cours you will learn how to creat memory-saf applic in both c and c++ discov how to use pointer and dynam memori in a modern applic and implement/custom the big 3/5 for your own application. by the end of the project you will have a work knowledg of how to use memori in c and c++ and learn how to creat manipul and destroy pointers. memori manag is critic to modern high-perform applic with c/c++ continu to be the industri standard for applic deal with dynam memory. the abil to significantli speed up your program use pointers/dynam memori continu to draw programm to c and c++. in addit memori manag is an essenti topic for mani student who need to learn about how their comput store and alter variabl in their programs. thi cours work on the rhyme platform which allow you to have a custom window vm that ensur you do not have to worri about ani of the setup work for your application. student will be abl to code along on their desktop and learn by code with the instructor. at the end of the cours you will receiv the file you creat in the course. note thi cours work best for learner who are base in the north america region. we are current work on provid the same experi in other regions.memori address c++ univers window platform app smart pointer c program standard librari debugg memori manag supercomput memori computer-sci software-develop

music and social actionintermediatewhat is a musician� respons to the condit of the world? do musician have an oblig and an opportun to serv the need of the world with their musicianship? at a time of crisi for the classic music profess with a chang commerci landscap a shrink audienc base and a contract in the number of profession orchestra how doe a young musician construct a career today? are we look at a die art form or a moment of reinvigoration? in thi cours we will develop a respons to these question and we will explor the notion that the classic musician the artist is an import public figur with a critic role to play in society. the cours will includ inquiri into a set of idea in philosophi of aesthetics; a discuss about freedom civil societi and way that art can play a role in readi peopl for democracy; discuss on philosophi of educ as it relat to the question of posit social change; and an explor of music and artist initi that have been particularli focus on a posit social impact. guid question for thi cours inquiri will includ - how can classic music effect social change? - how ha music made posit chang in commun around the globe? - what can the field of classic music learn from other movement for social change? - how have educ and philosoph thought about the art and their connect to daili contemporari life? each class will explor one critic question through lectur discuss interview or documentaries.virtu tour music experi art histori philosophi posit youth develop write educ civil societi arts-and-human music-and-art

enhanc commun with remindbeginnerbi the end of thi project you will have set up an account with remind and be fulli prepar to use remind with your class. remind allow you to simplifi commun by reach parent use the method that work best for them. by the end of thi project you will have an effect method for commun with parent or other stakehold that you can use right away. *you will need a free remind account for thi project.docu tutor onlin learn machin learn project mine scale agil framework c dynam memori alloc parent commun parent social-sci educ

secur oper and administrationadvancedsecur oper and administr is the task of identifi an organization' inform asset and the document need for polici implement standard procedur and guidelin to ensur confidenti integr and availability. you will understand the process necessari for work with manag and inform owner custodian and user so that proper data classif are defined. thi will ensur the proper handl of all hard copi and electron information. the secur oper and administr cours address basic secur concept and the applic of those concept in the day to day oper and administr of enterpris comput system and the inform that they host.eth consider in gener and the isc2 code of ethic in particular provid the backdrop for ani discuss of inform secur and sscp candid will be test on both. inform secur profession often find themselv in posit of trust and must be beyond reproach in everi way.sever core principl of inform secur stand abov all other and thi domain cover these principl in some depth. it can be said that the cia triad of confidenti integr and avail form the basi for almost everyth that we do in inform secur and the sscp candid must not onli fulli understand these principl but be abl to appli them in all situations. addit secur concept cover in thi domain includ privaci least privileg non-repudi and the separ of duties. cours object 1. defin code of ethic 2. describ the secur concept 3. document and oper secur control 4. describ the asset manag process 5. implement complianc control 6. assess complianc control 7. describ the chang manag process 8. contribut to the secur awar train program 9. contribut to physic secur operationsconfigur manag separ of duti key cryptographi secur oper secur awar softwar engin owasp manag process secur releas manag information-technolog secur

machin learn classificationbeginnercas studi analyz sentiment & loan default predict in our case studi on analyz sentiment you will creat model that predict a class positive/neg sentiment from input featur text of the review user profil inform .... in our second case studi for thi cours loan default predict you will tackl financi data and predict when a loan is like to be riski or safe for the bank. these task are an exampl of classif one of the most wide use area of machin learn with a broad array of applic includ ad target spam detect medic diagnosi and imag classification. in thi cours you will creat classifi that provid state-of-the-art perform on a varieti of tasks. you will becom familiar with the most success techniqu which are most wide use in practic includ logist regress decis tree and boosting. in addit you will be abl to design and implement the underli algorithm that can learn these model at scale use stochast gradient ascent. you will implement these techniqu on real-world large-scal machin learn tasks. you will also address signific task you will face in real-world applic of ml includ handl miss data and measur precis and recal to evalu a classifier. thi cours is hands-on action-pack and full of visual and illustr of how these techniqu will behav on real data. we'v also includ option content in everi modul cover advanc topic for those who want to go even deeper! learn object by the end of thi cours you will be abl to -describ the input and output of a classif model. -tackl both binari and multiclass classif problems. -implement a logist regress model for large-scal classification. -creat a non-linear model use decis trees. -improv the perform of ani model use boosting. -scale your method with stochast gradient ascent. -describ the underli decis boundaries. -build a classif model to predict sentiment in a product review dataset. -analyz financi data to predict loan defaults. -use techniqu for handl miss data. -evalu your model use precision-recal metrics. -implement these techniqu in python or in the languag of your choic though python is highli recommended.decis tree human learn gradient classif algorithm stochast algorithm regress statist classif machin learn gradient descent data-sci machine-learn

git + github for open sourc collaborationintermediatebi the end of thi project you will be abl to collabor with ani github repositori on the internet. you'll learn to add and push your code chang creat and merg branch fork project and send pull request for make your updat mainstream. thi guid project is for peopl who want to collabor share and version- control code in an effect and transpar manner. knowledg of it is a differenti for anyon engag in the tech ecosystem from develop to scientist special in team and collabor environments. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.c standard librari git softwar php differenti form open sourc video game develop github java program softwar softwar engin information-technolog support-and-oper

commun climat chang and healthbeginnerhow can you persuas discuss the neg effect of climat chang on human health to motiv chang in your community? how do you encourag your friend famili neighbor and commun leader to take meaning action to address these impacts? in thi cours you will learn to commun the health-rel risk of climat chang effect to the public and policymak and motiv posit chang in climate-rel behaviors. start with a review of best practic in health risk commun the cours examin the specif challeng of climat chang commun and success strategi to address these challenges. throughout the cours you will build a step-by-step plan for develop and deliv a commun campaign.clim chang social influenc collect action efficaci target audienc commun percept social norm approach belief behavior life-sci public-health

revolutionari idea border elect constitut prisonsintermediatewhat is the purpos of government? whi should we have a state? what kind of state should we have? even within a polit commun there may be sharp disagr about the role and purpos of government. some want an activ involv govern see legal and polit institut as the mean to solv our most press problem and to help bring about peac equal justic happi and to protect individu liberty. other want a more minim govern motiv perhap by some of the disastr polit experi of the 20th centuri and the thought that polit power is often just a step away from tyranny. in mani case these disagr aris out of deep philosoph disagreements. all polit and legal institut are built on foundat ideas. in thi cours we will explor those idea take the polit institut and polit system around us not as fix and unquestion but as thing to evalu and if necessari to change. we will consid the idea and argument of some of the world� most celebr philosoph includ histor thinker such as plato hugo grotiu david hume thoma jefferson and jame madison and more contemporari theorist such as michel alexand kwame anthoni appiah bryan caplan angela davi ronald dworkin jon elster john hart eli h.l.a. hart michael huemer andrew rehfeld and jeremi waldron. the aim of the cours is not to convinc you of the correct of ani particular view or polit posit but to provid you with a deeper and more philosophically-inform basi for your own view and perhap to help you better understand the view of those with whom you disagree.art histori crime semant law elect econom crimin justic prison constitut prison arts-and-human philosophi

multimod literaci commun and learn in the era of digit mediabeginnerwherea the focu of tradit literaci pedagogi ha been the written word in it standard and literari form thi courser expand the scope of literaci learn to encompass contemporari multimod text and the wide rang of way of make mean that occur in differ social and cultur contexts. anoth cours "literaci teach and learn aim approach and pedagogies" address pedagog aspect of literacies. thi "multimod literacies" learn modul doe not requir or expect that particip will have alreadi complet the "literaci teach and learning" module. -------------------------------- recommend background -------------------------------- thi cours is design for peopl interest in literaci teach and learn includ peopl who may wish to join educ as a profess practic teacher interest in explor futur direct for a vocat that is current undergo transform and commun and workplac leader who regard their mission to be in part "educative." -------------------------------- relat resourc -------------------------------- thi cours is base on the follow book https//www.amazon.com/literacies-mary-kalantzis/dp/1107402190 addit onlin resourc are avail here https//newlearningonline.com/literaci https//newlearningonline.com/transpositional-grammar -------------------------------- take thi cours for credit at the univers of illinoi -------------------------------- thi cours ha the same content and anticip the same level of contribut by student in the e-learn ecolog cours offer to graduat certif master and doctor level student in the learn design and leadership program in the colleg of educ at the univers of illinois. of cours in the natur of mooc mani peopl will just want to view the video and casual join some of the discussions. some peopl say that these limit kind of particip offer evid that mooc suffer from low retent rates. far from it � we say that ani level of engag is good engagement. on the other hand if you would like to take thi cours for credit at the univers of illinoi you will find more inform about our program here https//newlearningonline.com/kalantzis-and-cope/learning-design-and-leadership-program and you can appli here https//education.illinois.edu/epol/programs-degrees/ldl -------------------------------- the learn design and leadership seri of mooc -------------------------------- thi cours is one of a seri of eight mooc creat by bill cope and mari kalantzi for the learn design and leadership program at the univers of illinois. if you find thi mooc help pleas join us in others! e-learn ecolog innov approach to teach and learn for the digit age https//www.coursera.org/learn/elearn new learn principl and pattern of pedagogi https//www.coursera.org/learn/newlearn assess for learn https//www.coursera.org/learn/assessmentforlearn learn knowledg and human develop https//www.coursera.org/learn/learning-knowledge-human-develop ubiquit learn and instruct technolog https//www.coursera.org/learn/ubiquitouslearn negoti learner differ toward product divers in learn https//www.coursera.org/learn/learnerdiffer literaci teach and learn aim approach and pedagogi https//www.coursera.org/learn/literacy-teaching-learn multimod literaci commun and learn in the era of digit media https//www.coursera.org/learn/multimodal-literaciesresourc teach rel chang and differ multiliteraci digit media commun media literaci fundrais educ u.s. secur and exchang commiss social-sci educ

intern water lawbeginnerin recent decad intern law ha undergon a seri of major develop in order to accommod the mani new facet of freshwat manag and protection. the adopt of univers region and basin instrument highlight how import it is to studi the evolut of intern water regul and to be abl to identifi the main principl in thi field. thi cours aim to provid the necessari background to understand and examin the regul applic to transboundari freshwat especi to river lake and aquifers. it present the principl and legal standard that govern the use share manag and protect of these resources. the mooc is made up of 5 modules. as each modul address a differ theme they can be view in ani order. howev the modul do follow a certain pedagog logic and follow in order will be especi help to those who are new to the subject. each modul is accompani by an evalu questionnair or quiz. a certif will be award to student who obtain an averag of at least 80% in the quizzes. by the end of thi cours you will be abl to 1 describ the issu relat to the regul of transboundari freshwaters; 2 explain how transboundari freshwat regul have evolved; 3 recal and interpret the key principl govern water resourc regulation; 4 understand the role of transboundari freshwat disput settlement mechan in the develop of intern freshwat law or to understand the role of intern court and tribun in the resolut of conflict thi mooc wa develop by the platform for intern freshwat law that is part of the geneva water hub assist by the mooc team of the univers of geneva. alongsid the research and teacher of the platform sever intern expert have also participated. thi mooc is one of three cours support by the water hub geneva and the univers of geneva. the other mooc are "water manag and policy" www.coursera.org/learn/gestioneau and "ecosystem servic a method for sustain develop "www.coursera.org/learn/ecosystem-services. the global water program of the swiss agenc for develop and cooper sdc ha fund thi course. thi mooc wa origin creat in french. it ha english subtitles.wat law resourc diplomat cooper law environment law arbitr intern law measur environment impact assess social-sci law

appli machin learn to your data with gcpadvancedin thi modul we defin what machin learn is and how it can benefit your business. you'll see a few demo of ml in action and learn key ml term like instanc featur and labels. in the interact lab you will practic invok the pretrain ml api avail as well as build your own machin learn model use just sql with bigqueri ml. prerequisit to get the most out of thi cours particip must complet the prior cours in thi special � explor and prepar your data � store and visual your data � architectur and perform >>> by enrol in thi special you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<appli machin learn human learn featur select cloud platform bigqueri sql microservic googl cloud platform machin learn cloud comput information-technolog data-manag

imag understand with tensorflow on gcpadvancedthi is the third cours of the advanc machin learn on gcp specialization. in thi cours we will take a look at differ strategi for build an imag classifi use convolut neural networks. we'll improv the model' accuraci with augment featur extract and fine-tun hyperparamet while tri to avoid overfit our data. we will also look at practic issu that aris for exampl when you don�t have enough data and how to incorpor the latest research find into our models. you will get hands-on practic build and optim your own imag classif model on a varieti of public dataset in the lab we�ll work on together. prerequisit basic sql familiar with python and tensorflowflo point googl cloud platform linear model machin learn tensorflow human learn statist classif artifici neural network deep learn convolut neural network data-sci machine-learn

creat a text adventur game with inkbeginnerin thi 1-hour long project-bas cours you will learn how to develop a text adventur game with ink the fundament of thi narr script languag creat dynam content for a fulli interact text-bas adventur with illustrations. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.map web choic languag internet flow network interact softwar engin script languag dynam web page computer-sci software-develop

function program in scala capstoneadvancedin the final capston project you will appli the skill you learn by build a larg data-intens applic use real-world data. you will implement a complet applic process sever gigabyt of data. thi applic will show interact visual of the evolut of temperatur over time all over the world. the develop of such an applic will involv � transform data provid by weather station into meaning inform like for instanc the averag temperatur of each point of the globe over the last ten year ; � then make imag from thi inform by use spatial and linear interpol techniqu ; � final implement how the user interfac will react to users� actions.apach inform visual big data apach spark scala program unifi parallel c data extract comput program parallel comput function program data-sci data-analysi

enterpris architectureadvancedwhat exactli doe it mean to be a leader in complex organiz structur and drive corpor develop in the era of digitalization? thi cours will boost your manageri skill to significantli new level provid a framework for coordin differ enterpris aspects. whi it is important? imagin how complic global corpor are and how knot might be relat between stakeholders. enterpris architectur cours will give you a power tool base on a world-wid standard to creat implement and evolv you own manag style. thi cours is advis for differ specialist who associ their career with ea concept such as it-solut architectur busi engin inform and commun technolog design think and innov busi process manag and corpor project management. as an exampl you might be work on the follow posit to make sure that thi cours is conveni for you it expert cio it manag cto and system analyst creat and develop corpor inform systems. senior-level busi manag ceo coo cfo direct enterpris develop and implement busi and it strategy. middle-level busi manag manag program of projects. oper busi manag lead busi process optimization. requir � experi in business-it align task and activ � basic understand of it industri type of project corpor inform system contract aspect � knowledg of the english languag at the end of the cours you will be abl to commun with variou stakehold and lead corpor develop of compani take into account busi and technolog aspect of differ industries. acquir and use skill of model enterpris from differ viewpoint and identifi bottleneck to implement busi and it strategy. the cours wa develop by graduat school of busi and manag of peter the great st. petersburg polytechn univers with the support of get inform technolog gmbh germany.busi architectur leadership and manag archim the open group architectur framework enterpris architect busi process enterpris architectur softwar architectur busi logic architectur busi business-essenti

deliveri problemintermediatewe�l implement in python togeth effici program for a problem need by deliveri compani all over the world million time per day � the travel salesman problem. the goal in thi problem is to visit all the given place as quickli as possible. how to find an optim solut to thi problem quickly? we still don�t have provabl effici algorithm for thi difficult comput problem and thi is the essenc of the p versu np problem the most import open question in comput science. still we�ll implement sever solut for real world instanc of the travel salesman problem. while design these solut we will reli heavili on the materi learn in the cours of the special proof techniqu combinator probabl graph theory. we�ll see sever exampl of use discret mathemat idea to get more and more effici solutions. do you have technic problems? write to us coursera@hse.rutravel salesman problem approxim algorithm permut dynam program discret mathemat algorithm mathemat optim branch and bound sale exact algorithm computer-sci algorithm

make your pick-up look cool in uniti (intro to anim 1)beginnerin thi two-hour project-bas cours we introduc unity' power anim tool. you'll learn about differ anim and effect that you can appli to pick-up object to make them more notic and give your game a more polish look. thi project cover record and play simpl anim basic custom of particl effect and play the particl effect when certain event occur in your game. the guid project will introduc you to the follow uniti concept - anim - particl effect - trigger - code techniqu such as ontrigg event and invok method thi is a stand-alon guid project but is also part 1 in a two-part seri introduc unity' anim features. part 2 will cover use the anim window to creat trigger transit between multipl anim on a singl gameobject. thi guid project and seri also serv as an option but recommend foundat for the "fp weapon" series. thi project make use of the camera movement script written in creat keyboard movement mechan with c# in uniti and the concept introduc in creat power-up and obstacl with c# in unity. these compliment thi guid project and although not prerequisit are recommend for a more well-round understand of the concept present herein.par .properti write languag comput languag project particl system tabl of keyboard shortcut averag softwar engin computer-sci software-develop

introduct to comput vision with watson and opencvbeginnercomput vision is one of the most excit field in machin learn and ai. it ha applic in mani industri such as self-driv car robot augment realiti face detect in law enforc agencies. in thi beginner-friendli cours you will understand about comput vision and will learn about it variou applic across mani industries. as part of thi cours you will util python watson ai and opencv to process imag and interact with imag classif models. you will also build train and test your own custom imag classifiers. thi is a hands-on cours and involv sever lab and exercises. all the lab will be perform on the cloud and you will be provid access to a cloud environ complet free of charge. at the end of the cours you will creat your own comput vision web app and deploy it to the cloud. thi cours doe not requir ani prior machin learn or comput vision experi howev some knowledg of python program languag is necessary.opencv imag process comput vision machin learn tesseract softwar k-mean cluster comput program object detect python program upload data-sci machine-learn

softwar design threat and mitigationsadvancedth design step in develop softwar ha some uniqu characteristics. first of all it� the onli step where draw pictur of thing is the norm. whi is that? what do pictur do that other represent cannot do? pictur have vari level of detail; pictur have context. pictures�paint a picture. whi are these thing important? in thi cours too we begin look at other disciplin build architectur is a favorit one for lesson on design.buff overflow softwar design instruct set sql inject bitcoin softwar project manag public-key cryptographi proof-of-work system code inject key cryptographi computer-sci software-develop

stock analysi creat a buy signal filter use r and the quantmod packagebeginnerin thi 1-hour long project-bas cours you will learn how to pull down stock data use the r quantmod package. you will also learn how to perform analyt and pass financi risk function to the data. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.techn analysi financi market risk rstudio data scienc project r program analyt loss function data analysi data-sci data-analysi

introduct to complex analysisintermediatethi cours provid an introduct to complex analysi which is the theori of complex function of a complex variable. we will start by introduc the complex plane along with the algebra and geometri of complex number and then we will make our way via differenti integr complex dynam power seri represent and laurent seri into territori at the edg of what is known today. each modul consist of five video lectur with embed quizz follow by an electron grade homework assignment. addit modul 1 3 and 5 also contain a peer assessment. the homework assign will requir time to think through and practic the concept discuss in the lectures. in fact a signific amount of your learn will happen while complet the homework assignments. these assign are not meant to be complet quickly; rather you'll need paper and pen with you to work through the questions. in total we expect that the cours will take 6-12 hour of work per modul depend on your background.map topolog power seri analysi number spreadsheet mathemat integr euler' totient function geometri complex analysi math-and-log math-and-log

the unix workbenchintermediateunix form a foundat that is often veri help for accomplish other goal you might have for you and your comput whether that goal is run a busi write a book cure diseas or creat the next great app. the mean to these goal are sometim carri out by write software. softwar can�t be mine out of the ground nor can softwar seed be plant in spring to harvest by autumn. softwar isn�t produc in factori on an assembl line. softwar is a hand-mad often bespok good. if a softwar develop is an artisan then unix is their workbench. unix provid an essenti and simpl set of tool in a distraction-fre environment. even if you�r not a softwar develop learn unix can open you up to new method of think and novel way to scale your ideas. thi cours is intend for folk who are new to program and new to unix-lik oper system like maco and linux distribut like ubuntu. most of the technolog discuss in thi cours will be access via a command line interface. command line interfac can seem alien at first so thi cours attempt to draw parallel between use the command line and action that you would normal take while use your mous and keyboard. you�ll also learn how to write littl piec of softwar in a program languag call bash which allow you to connect togeth the tool we�ll discuss. my hope is that by the end of thi cours you be abl to use differ unix tool as if they�r interconnect lego bricks.command-lin interfac github linux consol bash unix shell makefil unix cloud comput shell command unix shell shell script data-sci machine-learn

health system develop a focu on health servic deliveri and human resourc for healthbeginnerthi special is intend for peopl interest in health system and how they function. particip will learn about the global health system landscap and the challeng and opportun to achiev better health outcomes. thi specialis is divid into three cours which are offer as massiv onlin open access cours cours 1-3 and a fourth cours which is offer as part of the onlin mph degre capstone. the health system develop specialis is gear toward learner who have no prior knowledg of health system or those who are start to explor thi area of study. overal session in thi specialis span 16 week with approxim 96 hour of view learn materi per week. form assess in the form of quizz and activ are incorpor throughout the week to help learner gaug their level of depth of understand and to prepar them for their summ assessments. particip will have the opportun to explor a rang of area within health systems. the first cours will introduc the main build block of health system and shed some light on key compon of well-funct health system includ how health system perform is assessed. in cours two student will learn how to conduct a health impact assess and how to assess the impact of polici plan and project as well as how that support decision-mak make choic regard altern and improv to prevent diseas or injuri and to activ promot health. the third cours explor human resourc for health and servic delivery. in thi cours student will learn about and analys countri experi in transform health servic deliveri and intervent and to address human resourc for health challeng at a global level. by the end of thi specialis learner should be abl to identifi key compon of and critic compar differ health systems; analys countri experi in transform services; and appli theoret framework for assess the health impact of polici plan and projects.system c global health offic administr healthcar manag organiz behavior experi health system diseas analysi life-sci public-health

strateg busi manag - macroeconomicsintermediatethi cours wed busi strategi with the principl of macroeconomics. it offer valuabl a power toolbox togeth with case and lesson across all major function of busi manag from financ oper manag and market to human resourc manag organiz behavior statist and of cours busi strategy.infl govern budget balanc unemploy trade monetari polici fiscal polici demand model recess leadership and manag tax busi business-strategi

principl of photo composit and digit imag post-productionintermediatewelcom to cours three! in the first two modul you will gain a more professional-level understand of the design element that artist have use throughout histori to creat success compositions. arrang the element in way that lead viewer through their composit is an essenti craft for photograph no matter whether their subject matter is pure documentari or vividli exot person expression. in modul 3 & 4 we survey the essenti element of post-photographi imag manag use adobetm lightroomtm. imag adjust softwar design for smartphon photograph round out the course. sinc even photograph whose mainstay is a high-end dslr also must admit to smartphon use occasion and photograph who onli use a smartphon will usual admit that they want to step over to a "regular" camera at some point there is someth for everyon here! let' get start with modul one!exif photographi principl edit film digit single-len reflex camera order pair imag file format viewer digit photographi arts-and-human music-and-art

use sa viya rest api with python and radvancedsa viya is an in-memori distribut environ use to analyz big data quickli and efficiently. in thi cours you�ll learn how to use the sa viya api to take control of sa cloud analyt servic from a jupyt notebook use r or python. you�ll learn to upload data into the cloud analyz data and creat predict model with sa viya use familiar open sourc function via the swat packag -- the sa script wrapper for analyt transfer. you�ll learn how to creat both machin learn and deep learn model to tackl a varieti of data set and complex problems. and onc sa viya ha done the heavi lift you�ll be abl to download data to the client and use nativ open sourc syntax to compar result and creat graphics.predict model model of comput natur languag process recurr neural network network model time seri represent state transfer deep learn object detect applic program interfac data-sci data-analysi

strateg sale manag final projectadvancedwelcom to cours 5 � strateg sale manag final project. in thi cours you�ll develop the final project of the special which is an applic of the whole set of concept model framework tool and techniqu discuss and practic through the four previou courses. a busi case provid the busi context to serv as the refer to support your analys regard strategi market and sale integration. the case is adapt from a real-lif experience. have develop these analys you will follow the project instruct that lead you to the applic of the concept you have learn so far and proceed to the sale plan process to support the develop of a sale guidelin which will support the sale plan process in a later moment. the primari learn outcom of thi cours is to master concept applic to creat sale guidelin base on a structur analysi of a busi case. the sale guidelin serv as the background of a sale plan structur and they also connect the sale plan process to the strategi at the same time that support the develop of a sale plan at a later moment. wherea the sale plan structur may not be a detail sale plan it will provid all the aspect necessari to develop the sale plan later. the project will be peer-review and the instruct to develop it also bring the rubric to develop the review.project plan sale strategi caus market market sale manag sale leadership and manag strateg manag intellig analysi busi business-strategi

human-cent design an introductionadvancedin thi cours you will learn how to design technolog that bring peopl joy rather than frustration. you'll learn sever techniqu for rapidli prototyp such as wizard of oz prototyp and evalu multipl interfac altern -- and whi rapid prototyp and compar evalu are essenti to excel interact design. you'll learn how to conduct fieldwork with peopl to help you get design ideas. how to make paper prototyp and low-fidel mock-up that are interact -- and how to use these design to get feedback from other stakehold like your teammat client and users. arm with these design-think strategi you�ll be abl to do more creativ human-cent design in ani domain. thi is the first cours offer in the interact design special series. brows through previou capston project for some inspir here https//medium.com/capstone-projects/capstone-projects-2019-abc67d3f6f26human comput interact interview interact design user research evalu heurist evalu user experi paper prototyp heurist rapid prototyp computer-sci design-and-product

innov career lesson from a masterbeginnerthi cours which is part three in the seri of startup entrepreneurship special offer life lesson from a master innov with proven achievements. dure thi cours you will listen to convers and interview with mr. david dadi perlmutt who until recent wa execut vp of intel corporate. dadi will talk about 10 life lesson base on hi 34 year as a rebel innov and entrepreneur. we will share with you the follow lesson love and knowledg are infinit grow and share; learn from failur and successes; noth move without a vision; have a differenti market transform strategy; dare to take action; fight resistance; it is all about the ecosystem; build a team; keep it simpl and work hard. by the end of the cours the learner will * know how to lead a process of innov and implement idea through all it phase from discoveri to deliveri in your own field of choice. * know how to appli creativ to gener creativ idea in a wide rang of strateg manag issues. * know how to solv problem in gener with a high degre of innov creativ think to widen the rang of possibl choic * identifi new and unfamiliar challeng and need reflect on them from a creativ point of view zoom in decid on the action they requir zoom out and gener a novel and use solut * transform idea into real value-cr product servic and processes. * be abl to analyz both success and failur and draw conclus from both for improv futur innov efforts. * be abl to identifi and creat key featur of innov product and servic and in do so gener strateg differenti innov that are uniqu * be abl to present your idea persuas and overcom resistance. * know how to simplifi a complex product and make it user friendly. cours assign will includ particip in two discuss group and four assignments. in each assign you will be ask to deal with a question relat to an interview you have seen.kiss principl innov career experi counsel person advertis i-dea entrepreneurship creativ person busi entrepreneurship

design and implement your coach strategyadvancedin order to be an effect manag in increasingli fast-pac and complex organiz environ coach skill to develop and get the best work out of employe ha becom essential. throughout the coach skill for manag special we�v discuss mani topic for improv coach convers with our employees. it is now time to put all of that theori and discuss into practic as you solidifi your coach philosophi develop your coach practic and agenda and demonstr masteri at handl everyday coach conversations! pleas take note that thi cours build upon all previou cours in the coach skill for manag specialization. while not requir it is highli recommend that student complet or be familiar with the topic cover in those cours befor take thi cours in order to be most prepar for the assign in thi course. you will use the leadership point of view develop in cours 1 to articul your coach philosophi and produc clearli defin expect for peopl on your team as well as key perform indic you will use to evalu perform build on your work from cours 2. you will use the techniqu learn in cours 3 to prepar for and practic coach convers and use what you have learn to provid feedback to your other colleagu in thi project-bas course. by the end of thi project-bas cours you will have develop and refin your entir coach strategi to roll out with your team. specif you will be abl to defin your coach philosophi and explain it to someon els develop a tailor coach practic along with coach agenda for your team in align with your organization' goal and have an effect and product coach convers with those you supervise.util logotherapi algebra human resourc coach facilit listen psycholog augment assign asset busi leadership-and-manag

teach in univers scienc laboratori (develop best practice)intermediatethi cours is develop to improv the effect of laboratori class in higher education. it aim to support teacher to improv their teach skill for activ learn in univers scienc laboratori courses. it will show you how laboratori session can differ with respect to their aim and expect learn outcom how to engag student for learn and how to cope with their differ level of pre-knowledg and experi and probe their understanding. last but not least it will show how you could assess student in laboratori courses. thi cours is develop by ectn european chemistri themat network work group lectur qualif and innov teach methods.phys experi chemistri experi employ chemistri experi student engag teach hand opinion assess for learn physical-science-and-engin chemistri

principl of comput (part 1)beginnerthi two-part cours build upon the program skill that you learn in our introduct to interact program in python course. we will augment those skill with both import program practic and critic mathemat problem solv skills. these skill underli larger scale comput problem solv and programming. the main focu of the class will be program weekli mini-project in python that build upon the mathemat and program principl that are taught in the class. to keep the class fun and engag mani of the project will involv work with strategy-bas games. in part 1 of thi cours the program aspect of the class will focu on code standard and testing. the mathemat portion of the class will focu on probabl combinator and count with an eye toward practic applic of these concept in comput science. recommend background - student should be comfort write small 100+ line program in python use construct such as list dictionari and class and also have a high-school math background that includ algebra and pre-calculus.mathemat problem solv pygam algorithm principl combinator comput scienc python program euler' totient function comput program computer-sci software-develop

implement parent feedback with googl formsbeginnerbi the end of thi project you will have creat a parent survey that you can send to your students� parent at the end of each school year. continu profession develop is import to be the most effect and current teacher you can be. but we do not often receiv the feedback we need to keep our growth going. through thi project you will be readi to gain valuabl feedback from parent allow you to discern area of strength and growth for your futur teaching. use these same skill you can go on from thi project to creat survey to use with your student - especi for those in middl and high school - in order to start the year strong or gain insight for futur growth. feedback can also becom a part of your profession portfolio. what better data than feedback from your classroom community?project parent receiv profession develop email discern parent project mine teach 360-degre feedback social-sci educ

intellectu humil scienceintermediateit� clear that the world need more intellectu humility. but how do we develop thi virtue? and whi do so mani peopl still end up so arrogant? do our own bias hold us back from becom as intellectu humbl as we could be�and are there some bias that actual make us more like to be humble? which cognit disposit and person trait give peopl an edg at be more intellectu humbl - and are they stabl from birth learn habit or someth in between? and what can contemporari research on the emot tell us about encourag intellectu humil in ourselv and others? expert in psycholog philosophi and educ are conduct excit new research on these question and the result have import real-world applications. face with difficult question peopl often tend to dismiss and margin dissent. polit and moral disagr can be incred polar and sometim even dangerous. and whether it� christian fundament islam extrem or milit atheism religi dialogu remain tint by arrog dogma and ignorance. the world need more peopl who are sensit to reason both for and against their belief and are will to consid the possibl that their polit religi and moral belief might be mistaken. the world need more intellectu humility. in thi cours we will examin the follow major question about the scienc of intellectu humil � how do we becom intellectu humble? � what can human cognit tell us about intellectu humility? � how doe arrog develop and how can we becom more open-minded? � how do emot affect our abil to be intellectu humble? all lectur are deliv by lead specialist and the cours is organis around a number of interest read and practic assign which will help you address issu relat to humil in your daili life. thi cours can be taken as a part of a seri which explor the theori the scienc and the appli issu surround intellectu humility. in the previou cours on the theori behind intellectu humil we consid how to defin intellectu humil the natur of an intellectu virtu and how we know who is intellectu humble. if you are interest complet all three cours to gain a broader understand of thi fascin topic. look for � intellectu humil theori - https//www.coursera.org/learn/intellectual-humility-theori � intellectu humil practic - https//www.coursera.org/learn/intellectual-humility-practiceintellectu psycholog open-minded thought experi child cognit social norm approach heurist social psycholog arts-and-human philosophi

plan principl propos proof and practic to a success planadvancedaccord to steven blank a busi startup or ani new ventur startup is essenti a proto-type. thu the startup process essenti becom a learn process to refin that busi proto-typ into a scalabl replic finish 'product'. at the end of thi cours learner will be abl to -complet a busi model summar assumpt about what valu they will offer to whom and how they will make money. - systemat test and valid these assumpt within the constraint of their avail resourc and - use these valid assumpt to gener financi project that are base on actual resourc and effort expended. the day of the 40 page busi plan have certainli pass but the role of plan in the busi creation process is one of extrem importance. in thi cours we will explor the import compon that you need to explor in detail prior to busi creation. action without plan is a recip for disast and we will make sure you have a rock solid foundat for futur actions. the plan here is focus on learning. it is unrealist for anyon to document in detail all of the action they should take to make a new ventur or activ success when they and often no one els ha ani experi with the new ventur and the condit which it is like to face. thu the busi plan base larg on assumpt and aggreg non-applic data is replac with the busi model which organ the key assumpt determin what valu the busi will offer to whom and how it will make money. the cours will guid learner through the process of systemat test and valid these assumpt and obtain specif applic data. it will then show learner how to use these valid assumpt to gener pro-forma financi statement directli tie to action and resourc base on thi busi model.plan time limit proposit franchis entrepreneurship principl busi plan valu proposit enabl order pair busi entrepreneurship

qualit research designbeginnerthi cours introduc qualit research compar and contrast qualit and quantit research approach and provid an overview of qualit method for data collection. it outlin a step-by-step approach to qualit research design that begin by identifi a public health topic of interest work to hone in on a specif research problem and then specifi research question object and specif aims. the cours emphas the iter natur of research design in qualit inquiri and highlight the import of specifi a popul of interest an appropri sampl strategi and potenti approach to recruitment. it introduc the relationship between these consider and key concept such as satur and transfer in qualit research. final the cours consid ethic concern specif to qualit research and potenti solutions. learner of thi cours will not onli be abl to put what they learn into practic but they'll also develop a portfolio of qualit research materi for career advancement.problem statement quantit research observ research method qualit analysi qualit research focu group research design research ethic recruit life-sci health-informat

perform real-tim object detect with yolov3conversantin thi 1-hour long project-bas cours you will perform real-tim object detect with yolov3 a state-of-the-art real-tim object detect system. specif you will detect object with the yolo system use pre-train model on a gpu-en workstation. to appli yolo to video and save the correspond label video you will build a custom command-lin applic in python that employ a pre-train model to detect local and classifi objects. it will use opencv to read the video stream draw bound box around detect object label the object along with confid score and save the label video to disk. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and kera pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput vision digit imag process object detect model workstat machin learn command-lin interfac natur languag process system u python program data-sci machine-learn

introduct to g suitebeginnerintroduct to g suit is the first cours in the g suit administr seri of courses. thi seri will serv as the start place for ani new g suit admin as they begin their journey of manag and establish g suit best practic for their organization. these cours togeth will leav you feel confid to util the basic function of the admin consol to manag user control access to servic configur secur set and much more. through a seri of read and step-by-step hands-on exercis and knowledg check learner can expect to leav thi train with all of the skill they need to get start as g suit administrators. in thi cours you will sign up for a g suit account and configur your dn record for g suite. you will learn how to provis and manag your user and will creat group and calendar resourc for your organization. you will be introduc to your cloud directori and will learn how to split your organ into organiz unit to simplifi user and servic management. final you will learn how to deleg admin privileg to other user in your organization. learn object by the end of thi cours particip will be abl to - setup a g suit account and access and navig the admin console. - describ the key properti of the g suit directory. - provis user group and calendar resourc in g suite. - undertak common user manag tasks. - explain how an organiz structur can be use in g suit to simplifi user and servic management. - describ the type of admin role avail in g suite. - use the g suit help center as an aid to manag g suite. import - to get the most out of thi train cours learner should be prepar to - purchas a new domain through a registrar such as enom godaddy. note if you alreadi have a domain that you would like to use for the trial you can do thi but thi cours doe not provid detail step on how to associ an exist domain with a g suit trial account. for detail instruct on how to do that pleas refer to thi help center articl https//support.google.com/a/topic/9196 - provid credit card detail as part of the g suit account setup. you will be use a 14 day trial g suit enterpris account dure thi course. as part of the sign up flow you will be requir to provid credit card details. no charg for g suit are made to your credit card until the trial period ha ended. you must ensur that you cancel your subscript befor the trial period end to avoid and charges. thi is veri import so don't forget! - instal and be readi to use the latest version of chrome web browser avail at https//www.google.com/chrome/domain name system latex googl servic .properti organiz structur account resourc nsa suit a cryptographi digit signatur provis computer-sci computer-security-and-network

epidem - the dynam of infecti diseasesintermediatenot so long ago it wa almost guarante that you would die of an infecti disease. in fact had you been born just 150 year ago your chanc of die of an infecti diseas befor you'v reach the tender age of 5 would have been extrem high. sinc then scienc ha come a long way in understand infecti diseas - what they are how they spread and how they can be prevented. but diseas like hiv/aid malaria tuberculosi or the flu are still major killer worldwid and novel emerg diseas are a constant threat to public health. in addit the bug are evolving. antibiot our most potent weapon against bacteri infect are lose their power becaus the bacteria are becom resistant. in thi cours we'll explor the major theme of infecti diseas dynamics. after we�v cover the basic we'll be look at the dynam of the flu and whi we'r worri about flu pandemics. we'll be look at the dynam of childhood diseas such as measl and whoop cough which were onc consid almost erad but are now make a comeback. we'll explor malaria and use it as a case studi of the evolut of drug resistance. we'll even be look at social network - how diseas can spread from you to your friend to your friends' friend and so on. and of cours we�ll be talk about vaccin too. we�ll also be talk about how mobil phone social media and crowdsourc are revolution diseas surveil give rise to a new field of digit epidemiology. and ye we will be talk about zombi - not human zombi but zombi ant whose brain are hijack by an infecti fungus. we'r look forward to have you join us for an excit course!publ health epidem epidemiolog diseas surveil diseas biolog evolut infecti diseas vaccin epidem life-sci basic-sci

enterpris system manag and securityintermediateth world run on computers. your watch your tv your car. you might be familiar on how to oper each of these. your home comput you are even more familiar with oper it. but what doe it take to realli take comput system to the next level? - the enterpris level. in thi cours we discuss what make home comput system differ from enterpris comput systems. thi cours will also help you prepar and design your own home lab to explor enterpris oper systems. thi cours is for anyon who is explor what it might take to have a job as a system administr or for those who are alreadi special in one area of system manag and would like to move to another. thi cours may also be for those who are look to understand how comput secur play an import role in system management. at the end of the cours you will also be abl to illustr how differ enterpris technolog play role in comput at an enterpris level. you will also be abl to discuss the three pillar of the cia triad and how they appli to enterpris systems. while there is no technic and softwar compon instal necessari for the complet of thi cours supplement how-to guid will be provid if you wish to follow along on the technic portion present dure the course.osi model enterpris privat network enterpris softwar leadership and manag secur manag secur subnetwork inform secur enterpris system server administr information-technolog secur

evalu user interfacesadvancedin thi cours you will learn and practic sever techniqu for user interfac evaluation. first we start with techniqu that can be appli alon or in a design team includ action analysi walkthrough and heurist evaluation. then we move on to user test includ learn from a seri of usabl test carri out in a real usabl lab and techniqu to carri out your own test even without a lab. final we wrap up the discuss of evaluation--and of ui design in the special as a whole--bi look at the question of how to set and measur usabl goal and in turn when a design is usabl enough to releas it.us test user interfac design usabl goal usabl cognit walkthrough usabl lab user interfac evalu user experi heurist evalu computer-sci design-and-product

get start with azur devop boardsbeginnerin thi guid project you will creat and setup an azur devop project; add team to your project; creat import and manag work items; custom the project� boards; and explor differ view of your work item and organ them into sprints. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project network onlin learn project sort workload web devop recurs enumer set scroll onlin machin learn computer-sci design-and-product

genom decod the univers languag of lifeintermediatewhat is a genome? a genom contain all of the inform that a cell need to develop function and reproduc itself and all the inform need for those cell to come togeth to form a person plant or animal. genom contain an organism� complet set of gene and also the even tinier genet structur that help regul when and how those gene are used. the abil to regrow a torn ligament the clue that might predict the onset of mental ill the nutrit potenti of crop and even the histori of life itself are all encod in genomes. by take thi cours you will discov how scientist are deciph the languag of genom to learn how to develop sustain food and fuel suppli improv diseas treatment and prevent and protect our environment. professor robinson is the main instructor for thi course. in addit each modul featur sever guest instructors. these guest instructor come from divers field of study�biolog physic comput scienc and mani others�and pursu divers research goal yet they share a common interest in genom approach and technologies. the guest instructor includ - elizabeth lisa ainsworth associ professor of plant biolog - mark band director of the function genom facil - alison bell associ professor of anim biolog - jenni drnevich function genom bioinformat specialist with high-perform biolog comput - christoph field associ director of high-perform biolog comput - bruce fouk director of the roy j. carver biotechnolog center - glenn fri director of the carl r. woes institut for genom biolog core facil - nigel goldenfeld professor of physic - brendan harley assist professor of chemic and biomolecular engin - alvaro hernandez director of the high-throughput sequenc and genotyp facil - victor jongeneel former ncsa director of bioinformat and former director of high-perform biolog comput - kingsley boateng senior research specialist with the carl r. woes institut for genom biolog core facil - stephen long professor of plant biolog and crop scienc - rubi mendenhal associ professor of african american studi - william metcalf professor of microbiolog - karen sear assist professor of anim biolog - saurabh sinha associ professor of comput scienc - lisa stubb professor of cell and development biolog - rachel whitak associ professor of microbiolog - derek wildman professor of molecular and integr physiolog - peter yau director of the protein scienc facilitybiolog gene dna dna transcript factor protein structur protein transcript factor genom genom life-sci research

learn mindset & skillsadvancedth learn mindset & skill mooc is design to explor underli concept behind learn mindset & skill as well as the the practic applic of those concept in variou educ environments. cours particip will hypothes a learn mindset-rel chang to be implement within their educ environ test their theori and present their find to a wider audience.blam student' t-distribut prezi educ belonging belief prais famili partnership human learn social-sci educ

comput geometryadvancedthi cours repres an introduct to comput geometri � a branch of algorithm theori that aim at solv problem about geometr objects. it applic area includ comput graphic computer-aid design and geograph inform system robot and mani others. you will learn to appli to thi end variou algorithm approach and ass their strong and weak point in a particular context thu gain an abil to choos the most appropri method for a concret problem. we will cover a number of core comput geometri task such as test point inclus in a polygon comput the convex hull of a point set intersect line segment triangul a polygon and process orthogon rang queries. special attent will be paid to a proper represent of geometr primit and evalu of geometr predic which are crucial for an effici implement of an algorithm. each modul includ a select of program task that will help you both to strengthen the newli acquir knowledg and improv your competit code skills.graph comput graphic monoton polygon geometri search tree convex hull algorithm sweep line algorithm rang tree nielsen rate computer-sci algorithm

plan & design of sanit system and technologiesintermediatedo you want to learn how to plan afford and context-specif sanit solutions? be up-to-d on the newest develop in urban sanit plan and programming? get to know best practic exampl of urban sanit system in low- and middle-incom countries? if ye thi cours is for you! thi cours provid you with an introduct to integr sanit plan both on a citywid scale and for specif context such as inform settlements. you will becom familiar with differ sanit plan framework as well as differ system and technolog relev along the sanit valu chain. you will learn whi systems� think is crucial for urban environment sanit and how to appli key terminolog and import concepts. instruct eawag-sandec and epfl jointli offer thi cours with support from sanit expert of the world bank and who. languag we simultan offer thi cours in english and french. the name of the french cours is � planif & design de syst�m et technolog d�assainiss �. mooc seri thi cours is one of four in the seri �sanit water and solid wast for development".hydraul plan architectur urban plan transport engin leadership and manag sanit wastewat engin sustain architectur sustain physical-science-and-engin environmental-science-and-sustain

a start guid product market use g suitebeginnerin thi 1-hour 40-minut long project-bas cours you will be abl to identifi your product mix draw your product hierarchi level as well as analyz the sale perform of your product item or what we call stock-keep unit sku. you will learn how to build success product line by identifi the problem and find solut for each product item or the stock-keep unit sku. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.product market stock leadership and manag project leadership sale market manag product line market averag busi market

the fundament of revenu manag the cornerston of revenu strategybeginnerwith a fix capac a highli dispos product and high fix cost hotel are a natur candid for the applic of revenu management. origin develop by the airlin in the 1970 these analytics-bas techniqu help predict consum behavior at the hotel� market level so that the hotel can sell each room each night at the optimum price. with modern-day rise acquisit cost and distribut complex revenu manag techniqu have increasingli been adopt by both small and larg hotel compani make a comprehens understand of segment forecast and price an essenti requir for today� hospit professionals. the purpos of thi cours is to provid a core understand of the fundament of revenu manag which tie into the larger pictur of revenu strategy. the cours is structur to provid an insight look into revenu management. creat in conjunct with duetto thi cours is host by a group of revenu manag leader in both theori and with hands-on experi at properti around the world. upon complet of the cours student should be empow with industri best practic which can be appli across the vast diversif the hotel industri to empow those to optim profits. duetto deliv power revenu strategi solut to the world� lead hotel and casino combin unparallel expertis with world-class cloud-bas technology. acknowledg bela nagi agn roquefort jonathon liu freder toitot pierrick la masn marku keller - accor simon truscello - ace hotels. richard valtr - mew system. jean-luc chr�tien - fast booking. jeannett ho - fairmont raffl hotel & resorts. chinmai sharma - taj hotel & resorts. cindi esti green - kalibri labs. jason thielbar - red lion. christoph cooper - rocco forte. rom hendler - sands. rafi rejerano - ab hotels. riko van santen - kempinki hotel & resorts. vinod sukhija - banyan tree hotel & resorts. olivi flement - walt disney company. cidalia pinto coehlo - louvr hotels. trevor stuart-hil - revenu matters. vincent cusma marco benvenuti eric stoessel gayl ehrean nevin reed - duetto. clair bertrand vincent chatain jessica mose benjamin six essec busi school emili dupr� image-in gregori halidi triplaypr strategi leadership and manag hotel forecast revenu manag analysi price strategi hotel manag revenu busi business-strategi

impact the opioid crisi prevent educ and practic for non-prescrib providersbeginnerthi cours will empow non-prescrib provid to directli impact the ongo opioid crisi in the unit state through increas knowledg and tool that will transform practic and policies. the cours will inform you about the opioid epidem and provid inform and research about evidence-bas strategi that are focus on prevent intervent educ or policy. thi open learn cours is design primarili for non-prescrib healthcar behavior health dental and social servic profession as well as graduate-level student in these fields. other individu may also benefit from thi cours such as educ and physicians. continu educ ce for licensur is avail upon success complet of cours content. as a learner you have the abil to select ani or all of the modul and topic that interest you. you can complet the cours in a linear or non-linear structur accord to your prefer view order. thi cours is taught by expert in the field of opioid prevent intervent treatment and policy. through lectur panel and interview knowledg check and quizz and addit read and activ you can explor topic that are most relev to your work or practice. the cours wa develop by three univers of michigan program includ the institut for healthcar polici and innov ihpi michigan-opioid prescrib engag network michigan open and the cdc-fund univers of michigan injuri prevent center. the cours consist of 6 �lessons� or modul of vari length for a total commit of about 15 hours. thi translat to 15 cme and michigan social work continu educ credit and 13 michigan pharmaci continu educ credits. the univers of michigan medic school design thi endur materi for a maximum of 15 ama pra categori 1 credits�. the univers of michigan medic school is accredit by the accredit council for continu medic educ accm to provid continu medic educ for physicians. thi activ contribut to the cme compon of the american board of anesthesiology� redesign mainten of certif in anesthesiology� moca� program known as moca 2.0�. pleas consult the aba websit www.theaba.org for a list of all moca 2.0 requirements. thi cours is approv by the michigan board of pharmacy-approv #539190044. thi approv statement is for univers of michigan institut for healthcar polici & innovation. the michigan board of pharmaci design thi endur materi for a maximum of 13 continu educ ce hours. pharmacist should claim onli the credit commensur with the extent of their particip in the activity. if you would like to earn cme/moca credit for particip in thi cours pleas review the inform here https//www.coursera.org/learn/opioid prior to begin the activity. thi cours is approv by the michigan social work continu educ collaborative-approv #101619-02 for 15 ce hours. the collabor is the approv bodi for the michigan board of social work.nois patient clinic pharmaci pain manag prevent social work vital sign reason plan drug life-sci public-health

product develop custom journey map with mirobeginnerbi the end of thi project you will be fluent in identifi and analyz custom journey for new product and servic and in deriv opportun from your analysi thu gener posit result for your busi venture. thi project is design to engag and har your visionari and exploratori abilities. you will use proven model in strategi and product develop with the miro platform to explor and analyz these custom journeys. thi is an import step for individu or compani want to explor new product or services. we will practic critic examin custom segment and product structur that affect the business. you will engag in evalu through exampl and hands-on practic make decis on product orientation. furthermor you will assess whether to modifi or keep the product structur when enter the market. you will be readi to take an entrepreneuri idea through a scientif and logic process help you valid your idea for a new busi or service.cost benefit analysi map project product develop product manag plan strategi map busi plan custom experi busi business-strategi

introduct to who wrote shakespearebeginnerthi free cours from the univers of london explor critic think and the interpret of text through the shakespear authorship question. use doubt about shakespeare� authorship as our playground we will explor the key concept of authorship attribut while develop skill in literari analysi interpret and argument. through forens explor of key text you will learn whi shakespeare� authorship is question and what evid is cite on both side of the debate. for those of you interest in explor the work of shakespear from a new angl or just want to hone your analyt think skill thi cours offer an introduct to a fascin area of interest. those of you alreadi interest in the shakespear authorship question will be encourag to question your own assumpt in fruit ways. whether undertaken as a standalon cours or as prepar for the univers of london ba in english thi cours will be food for thought.writ entri point confirm bia arm belief daughter stylometri doubt analysi art arts-and-human histori

creat your first multithread applic in javabeginnerin thi 2-hour long project-bas cours you will learn how to creat a bank applic that use condit and lock to ensur thread safeti practic design program that take advantag of multipl thread without lose data integr and learn how to appli multithread to your own projects. by the end of the guid project you will be abl to creat your own thread-saf java multithread applications. mutithread is an essenti part of modern programming. almost all modern comput contain multi-cor cpu gpu or even multipl cpus. multithread allow us to have multipl parallel thread of execut allow our program to becom multipl time faster than a singl thread application. in addit understand parallel program principl is essenti for build mani modern applic such as video game data scienc and server connections. understand how to creat java multithread applic will greatli expand your program potential. thi cours work on the rhyme platform which allow you to have a custom window vm ensur you do not have to worri about ani of the setup work for your application. student will be abl to code along on their desktop and learn by code with the instructor. at the end of the cours you will receiv the file you creat in the course. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.bank threadsaf order pair failur project graphic process unit recurs enumer set race condit java softwar platform thread pool computer-sci software-develop

css anim compon with reactjsbeginnerin thi 1-hour long project-bas cours you will learn how to - identifi the basic reactj project structur includ typescript webpack storybook and sass configur - render a hello world compon as well as identifi the basic structur of a reactj compon includ how to render the compon in storybook. - creat an anim sprite by creat a logic folder structur and write the html typescript and anim css to render a sprite compon to storybook. - pass in a reactj prop to the compon to track the face direct of the anim sprite and identifi the differ between reactj discuss state vs props. - use reactj state to track user input and updat the compon state in reactj lifecycl event to flip the character' sprite sheet renderings. - final your compon by track posit use prop and state and use reactj lifecycl method to posit the sprite around the page base on user keyboard input allow the compon to �walk� around the website. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.ord pair javascript framework javascript react web framework css web render comput graphic project rel chang and differ sprite comput graphic computer-sci software-develop

googl cloud fundament for azur profession core infrastructureconversantthi cours introduc you to import concept and terminolog for work with googl cloud platform gcp. you learn about and compar mani of the comput and storag servic avail in googl cloud platform includ googl app engin googl comput engin googl kubernet engin googl cloud storag googl cloud sql and bigquery. you learn about import resourc and polici manag tool such as the googl cloud resourc manag hierarchi and googl cloud ident and access management. hands-on lab give you foundat skill for work with gcp. note �googl servic are current unavail in china.network infrastructur data center use case googl cloud platform databas cloud comput virtual machin softwar scalabl recurs enumer set information-technolog cloud-comput

financ for everyon capston projectadvancedeach cours in f4e offer key insight and knowledg you will be abl to appli in real-lif situations. you�ll test drive those insight through activ and assess that will influenc your key money decis your particip in financi market your experi in preserv or creat valu and in manag debt. these activ are design to immers you in financi think by give you a safe environ for buy and sell and for make creat simul write and teaching. each activ is a mileston in your learn process and each mileston ha a product that will be part of your learn portfolio. the capston project is the culmin of your f4e experience. it will engag you in a seri of scaffold and reflect exercis focus on a singl aspect of the special select by you to match your learn goal and will help you creat a piec of work that reflect your new knowledg and showcas your new skill for your employ colleagu friend and family.organ manag vote write-off person financ expens peer review commun entrepreneurship insur compani financ busi financ

internet of thing how did we get here?advancedit is hard to imagin life without your smartphon � you have come to reli on it so much � for your work; to stay in touch with famili and friends; to captur and share those special moments; to find your way around in a new neighborhood. did you ever wonder how and when all thi happened? or how and when gp sensor came to be in your cell phone? in thi cours we will explor the converg of multipl disciplin lead to todays� smartphones. you will learn about the birth and evolut of telephoni network broadcast network tv and radio and consum electronics. we will discuss the impact of internet multimedia content smartphon and app on everyday lives. we will then look at how thi emerg platform call the internet of thing � wherein billion and trillion of devic commun with each other and �the cloud� � could enabl unpreced innov product and services. take thi cours if you want to understand what great new advanc in mobile-en product will be come our way! learn goal thi cours provid a core ground in how scienc and technolog have develop to enabl the internet of thing � in a way appropri for ani learner. for those interest in develop further hands-on expertis in design and develop for the internet of thing thi cours will provid a context to the discoveri and converg technolog that will springboard the next round of innovations. after complet thi cours you will be abl to 1.\tcompar how the telephon system work that is peer-to-p network with how media deliveri work that is broadcast/multicast networks. 2.\texplain the tradeoff between circuit switch network that is dedic resourc and packet switch network that is share resources. 3.\ttell interest stori about key innov that transform the commun entertain and consum electron industries. 4.\texplain how email youtub sm etc. work. 5.\tfind resourc for those wish to do more of a �deep-dive� into the abov topics.electr engin robot electron smart devic arduino signal process internet phone-in internet of thing histori physical-science-and-engin electrical-engin

introduct to line balanc use preced diagrambeginnerin thi 1-hour 30-minut long project-bas cours you will learn how to o defin what is meant by cycl time and how to calcul it draw a preced diagram for your given process and calcul the idl time for thi process you will be abl to calcul the effici of the system and the minimum number of workstat and how to assign task to these workstat by appli all of these you will creat a complet line balanc system. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.workst approxim process project mine data analysi project preced diagram method averag number spreadsheet backcast data-sci data-analysi

ai workflow machin learn visual recognit and nlpintermediatethi is the fourth cours in the ibm ai enterpris workflow certif specialization.��� you are strongli encourag to complet these cours in order as they are not individu independ cours but part of a workflow where each cours build on the previou ones.� cours 4 cover the next stage of the workflow set up model and their associ data pipelin for a hypothet stream media company.� the first topic cover the complex topic of evalu metric where you will learn best practic for a number of differ metric includ regress metric classif metric and multi-class metric which you will use to select the best model for your busi challenge.� the next topic cover best practic for differ type of model includ linear model tree-bas model and neural networks.� out-of-the-box watson model for natur languag understand and visual recognit will be used.� there will be case studi focus on natur languag process and on imag analysi to provid realist context for the model pipelines. � by the end of thi cours you will be abl to discuss common regress classif and multilabel classif metric explain the use of linear and logist regress in supervis learn applic describ common strategi for grid search and cross-valid employ evalu metric to select model for product use explain the use of tree-bas algorithm in supervis learn applic explain the use of neural network in supervis learn applic discuss the major variant of neural network and recent advanc creat a neural net model in tensorflow creat and test an instanc of watson visual recognit creat and test an instanc of watson nlu who should take thi course? thi cours target exist data scienc practition that have expertis build machin learn model who want to deepen their skill on build and deploy ai in larg enterprises. if you are an aspir data scientist thi cours is not for you as you need real world expertis to benefit from the content of these courses. � what skill should you have? it is assum that you have complet cours 1 through 3 of the ibm ai enterpris workflow special and you have a solid understand of the follow topic prior to start thi cours fundament understand of linear algebra; understand sampl probabl theori and probabl distributions; knowledg of descript and inferenti statist concepts; gener understand of machin learn techniqu and best practices; practic understand of python and the packag commonli use in data scienc numpi panda matplotlib scikit-learn; familiar with ibm watson studio; familiar with the design think process.regress linear model machin learn multiclass classif artifici neural network boost machin learn statist classif evalu hyperparamet optim convolut neural network data-sci machine-learn

manipul object properti with c# in unitybeginnerin thi two-hour project-bas cours you�ll use uniti to learn about directli manipul certain properti of gameobject includ color scale and position. in a simpl space environ you'll calcul distanc between object to deriv color use random number to teleport and use unity� physic engin to engag graviti and make object bouncy! thi uniti guid project is focus on c# coding.object composit color space object-z c sharp program languag object valu rest object distanc transform c++ histogram of orient gradient color balanc computer-sci software-develop

palli care capston projectsintermediatein the capston cours you have the opportun to put what you have been learn about in the palli care special into practice. our team ha creat five activ that directli relat to what you have been learn in the course. you will need to talk with someon you know perhap a friend or famili member about their experi live with seriou and life limit illness. you may want to engag sever peopl as you go through the 5 assign as they each will have uniqu experiences. the five assign 1 use the natur of suffer evalu form to guid your convers with someon live with seriou ill and report and reflect on how thi ill is impact differ aspect of their lives. 2 use snap/self-awar skill explor the valu of someon close to you and your own valu as relat to health ill and dying. 3 use the wilda tool complet a pain assess with someon live with seriou illness. 4 use the esa tool complet a physic symptom assess with someon live with seriou illness. 5 have a convers with someon you know about advanc care planning. in the assign you will focu on who would be the person that they would want to speak for them if they could not speak for themselv often known as the mdpoa. when you success complet all 5 of these assign and the other cours work you will earn the coursera special certif in palli care. more importantli you will be prepar to help other live well with seriou and life-limit disease.nonverb commun health care self-awar advanc care plan experi appetit intraperson commun project symptom pain manag life-sci patient-car

interact word embed use word2vec and plotlybeginnerin thi 2 hour long project you will learn how to preprocess a text dataset compris recipes. you will learn how to use natur languag process techniqu to gener word embed for these ingredi use word2vec. these word embed can be use for recommend in an onlin store base on ad item in a basket or to suggest altern item as replac when stock is limited. you will build thi recommendation/discoveri featur in an interact and aesthet visual tool. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.natur languag process recommend system word2vec similar measur matric model machin learn interact word embed plotli data-sci machine-learn

electr industri oper and marketsbeginnerthi is a two week course. in the first week you will learn about the core activ that the industri execut to bring electr to customers. we will review what electr is how it is gener how it is transmit how it come into build and how consumpt of electr instantli feed back on the transmiss and gener of electricity. you will learn to defin what electr is; describ how electr is gener transmit and distributed; describ how electr is gener transmit and distributed; and summar how the consumpt of electr energi instantli feed back on the transmiss and gener of electricity. in the second week the cours shift to the market that drive electr industri operations. you will learn about the variou cost of the electr industry� core activ how electr is price the variou way that electr market are structur how these market structur determin which power plant are dispatch to produc electr when and how recent chang in gener fuel price gener technolog market regul and environment regul are transform both electr industri market and operations. you will learn to describ the main cost compon to the electr system; compar the cost of differ type of power plants; interpret the retail price of electricity; explain the differ type of electr market and understand how they oper to dispatch electr suppli to meet demand in real time; and explain whi and how the electr industri is regulated.pr electr engin gener oper manag energi market market econom renew energi electr price energi market physical-science-and-engin environmental-science-and-sustain

strateg plan and executionintermediateavoid the pitfal of strategi plan and execut with the tool and skill from thi course. in thi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti you'll learn the pillar of strategi execution--analysi formul and implementation--and how to use the 4a model to effect approach strategi execution. final a panel of leader from entrepreneur nonprofit and industri share their expertis glean from year of success strategi plan and execution.analyt busi strategi strategi implement strateg manag strateg plan technolog strategi strategi strateg analysi plan analysi busi business-strategi

chang leadership develop strateg gap analysi in miroadvancedbi the end of thi guid project you will be fluent in identifi and map variabl for gap analysi use a hands-on example. thi will enabl you to map busi state from the as is to the to be state which is import in for prepar and manag chang in profession and person life. chang happen all the time and in be abl to identifi factor involv in chang and prepar to manag chang you increas your chanc for success . thi analysi will help you if you are in + strategi develop + program manag + project manag + busi process re-engin + product develop + organis develop and much more. on a person level thi analysi can help you to map where you are and where you want to be for exampl + compet in sport + have a profession goal + develop a good habit furthermor thi guid project is design to engag and har your visionari and exploratori abilities. you will use proven model in chang manag with miro to identifi the gap in products/servic and further equip you with the knowledg to utilis the learn concept methodolog and tool to prepar for chang in variou settings.map busi case project person advertis leadership leadership and manag chang manag write averag plan busi business-strategi

internet of thing capston v2 build a mobil surveil systemadvancedin the capston project for the internet of thing special you will design and build your own system that use at least 2 sensor at least 1 commun protocol and at least 1 actuator. you will have a chanc to revisit and appli what you have learn in our cours to achiev a robust practic and/or fun-fil project. we absolut encourag you to design whatev you can think up! thi is your chanc to be creativ or to explor an idea that you have had. but if you don�t have your own idea we provid the descript of a surveil system for you to build. we will particip in the capston with you by build a surveil system that featur an off-grid solar power workstat that will serv as a hub to multipl surveil sensors. you will be abl to demonstr the knowledg and skill you have gain in thi cours through deliveri of industry-appropri document such as system design document and unit test reports. addit you will be ask to describ and show case your project as a short video present � appropri for demonstr your knowledg and technic commun skills. learn goal after complet thi capston you will be abl to 1.\tdesign system use mobil platforms. you will gain experi in document and present designs. 2.\tdevelop system that interfac multipl sensor and actuat to the dragonboard� 410c system and develop the necessari softwar to creat a fulli function system. 3.\tspecifi unit test and system test run test and prepar test report as are commonli done by those work in thi industry. 4.\tgain experi and feedback! in make technic presentations.internet plan order pair ip camera exit system call bill workstat internet of thing materi project physical-science-and-engin electrical-engin

respons websit tutori and examplesadvancedin thi cours we will show you excit exampl of collabor interact web applic that use variou type of media includ sound imag and big data. we will show you how to build site that provid precis thi function use meteor. we will also provid fulli work exampl applic code that you can use for your own commerci web projects. the cours also provid a rang of advic and suggest about how to develop bespok web applic which match the requir of client where client are peopl who commiss the product or peopl who use the product. we will take you through the develop of the follow applic 1.\ta portfolio websit with collabor blog functionality. 2.\tan interact realtim multi user music remix system. 3.\tan interact onlin graffiti wall where user can collabor to creat graphics. 4.\tan interact data visualis platform for explor and plot big data in excit ways. at the end of thi cours you will be abl to �\timplement anim data visualis and graphic use advanc user interfac librari such as vis.j �\twork with extern data sourc �\tcreat multi user realtim collabor environ �\tuse media api such as the web audio api particip in or complet of thi onlin cours will not confer academ credit for univers of london programmes.web develop web design databas meteor mongodb web applic wordpress collabor respons web design html computer-sci mobile-and-web-develop

entrepreneuri strateg managementbeginnerthi cours util an inquiri base approach to understand sourc of competit advantag in compani and other organizations.ord pair entrepreneurship public administr busi administr leadership and manag measur influenc strategi strateg manag busi strategi busi entrepreneurship

person type at workintermediateknow yourself your team your manag and your organ are key to person and busi success. what were onc label soft skill are now modern requir in today' workplac - especi if you are tri to get in the door or are alreadi lead a team. thi cours is specif design for the -job seeker you will creat a usabl cover letter with feedback from your peer as well as develop except respons to some of the most common yet challeng interview questions. we will get you the skill to help get in the door! -team member you will develop an action plan to confront your person weak and highlight your strength so you can ace your annual review. we will also cover strategi that will help you uncov your true worth so you can ask with more confidence. we will get you the skill to get ahead! -manag you will creat an effect action plan for an employe team or organ base on your new knowledg of person type and you will creat a 360 degre review plan to better identifi your strength and weaknesses. we will get you the skill to rise abov the rest! we will dive deep into the type and teach you how to translat your new knowledg into busi success by leverag person and emot intellig in the workplac - wherev you may be! join us!person person develop person test supervis emot intellig develop of person leadership person test coach leadership and manag personal-develop personal-develop

overview of advanc method of reinforc learn in financeadvancedin the last cours of our special overview of advanc method of reinforc learn in financ we will take a deeper look into topic discuss in our third cours reinforc learn in finance. in particular we will talk about link between reinforc learn option price and physic implic of invers reinforc learn for model market impact and price dynam and perception-act cycl in reinforc learning. final we will overview trend and potenti applic of reinforc learn for high-frequ trade cryptocurr peer-to-p lend and more. after take thi cours student will be abl to - explain fundament concept of financ such as market equilibrium no arbitrag predict - discuss market model - appli the method of reinforc learn to high-frequ trade credit risk peer-to-p lend and cryptocurr trading.class mechan financi model competit econom model reinforc learn financ market econom valuat of option option strategi mathemat financ computer-sci algorithm

process improv a kaizen event with googl slidesbeginnerdur thi project we will be work togeth to creat a kaizen event for a warehous worker and walk through the step togeth to improv their daili workflow. by the end of thi project you will learn how to creat a googl slide present and defin kaizen creat a process map creat a 5w and 2h root caus analysi implement the improv and creat an impact analysi of the kaizen event. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.busi process process map six sigma process manag project manag process improv analysi kaizen process map busi business-strategi

sale forc managementadvancedth second cours in the sale operations/manag special sale forc manag cover variou aspect of hire and personnel administration. student will learn about job design and recruit process tool of recruit the role of train in sale forc develop and motiv salespeopl to perform the task critic to an organization' success.job analysi sale manag leadership and manag train program custom relationship manag recruit sale salesforc recruit train busi leadership-and-manag

perform data aggreg use sql aggreg functionsintermediatein thi 2-hour long project-bas cours you will learn how to retriev data from tabl in a databas use sql select statement with sql aggreg functions. the aggreg function we will consid in thi project are count sum min max and avg. aggreg function are use to summar data from row of a tabl into a singl value. in addit you will learn how to set condit on the output of an aggreg function use the have clause. final you will learn how to tidi up the result set of aggreg function use the round function. note you do not need to be a data administr or data analyst to be success in thi guid project just a familiar with queri databas use sql select statement suffic for thi project. if you are not familiar with sql and want to learn the basic start with my previou guid project titl �perform data definit and manipul in sql." and �queri databas use sql select statement�ascend join sql mathemat sql aggreg function data aggreg inform retriev euler' totient function rel chang and differ databas data-sci data-analysi

use tensorflow with amazon sagemakerbeginnerpleas note you will need an aw account to complet thi course. your aw account will be charg as per your usage. pleas make sure that you are abl to access sagemak within your aw account. if your aw account is new you may need to ask aw support for access to certain resources. you should be familiar with python program and aw befor start thi hand on project. we use a sagemak p type instanc in thi project and if you don't have access to thi instanc type pleas contact aw support and request access. in thi 2-hour long project-bas cours you will learn how to train and deploy an imag classifi creat and train with the tensorflow framework within the amazon sagemak ecosystem. sagemak provid a number of machin learn algorithm readi to be use for solv a number of tasks. howev it is possibl to use sagemak for custom train script as well. we will use tensorflow and sagemaker' tensorflow estim to creat train and deploy a model that will be abl to classifi imag of dog and cat from the popular oxford iiit pet dataset. sinc thi is a practic project-bas cours we will not dive in the theori behind deep learn base imag classif but will focu pure on train and deploy a model with sagemak and tensorflow. you will also need to have some experi with amazon web servic aws. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.tensorflow algorithm statist classif deep learn machin learn kera estim artifici neural network euler' totient function natur languag process data-sci machine-learn

firm level econom market and allocationsbeginnerin thi class we will deriv equilibrium outcom across a varieti of market structures. we will begin by understand equilibrium under a market structur call perfect competit a benchmark construction. economist have tool to measur the effici of market outcomes. we next consid the polar extrem of a competit market a monopoli market. we will determin the monopoli equilibrium price and quantiti and effici properties. much econom activ take place in market with just a hand of veri larg producers. to understand equilibrium in these oligopoli market requir more care attent to strateg interdependence. to captur thi interdepend we consid collus arrang among a small number of rival as well as the use of simpl game theoret techniqu to model equilibrium. market failur describ situat where market fail to find the effici outcome. inform asymmetri are one fertil form of market failure. anoth form of market failur occur when extern are present. we will examin one key extern pollut and construct a polici prescript to mitig the neg effici impact of thi externality. upon success complet of thi cours you will be abl to �\texplain how differ market structur result in differ resourc allocations. �\tmodel the impact of extern shock to a particular market structur and demonstr the new equilibrium price and quantiti after the impact of thi extern shock ha play out. �\tevalu the effici of an equilibrium. differ market structur produc differ level of efficiency. �\texplain when and whi the govern might interven with regulatori author or antitrust litig to lessen ineffici in some markets. �\tdescrib how inform problem can caus ineffici outcomes. �\tunderstand extern and consid optim govern respons to these market failures. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.gam theori extern resourc alloc competit econom market econom market structur econom analysi analysi perfect competit busi financ

the data scienc of health informaticsbeginnerhealth data are notabl for how mani type there are how complex they are and how seriou it is to get them straight. these data are use for treatment of the patient from whom they deriv but also for other uses. exampl of such secondari use of health data includ popul health e.g. who requir more attent research e.g. which drug is more effect in practic qualiti e.g. is the institut meet benchmark and translat research e.g. are new technolog be appli appropriately. by the end of thi cours student will recogn the differ type of health and healthcar data will articul a coher and complet question will interpret queri design for secondari use of ehr data and will interpret the result of those queries.health data vital sign databas data type informat data qualiti data manag analyt big data medic life-sci health-informat

prepar to manag human resourcesbeginneron way or anoth all employe are managed. but approach to manag employe vari from employee-to-employe job-to-job manager-to-manag organization-to-organ and country-to-country. thi cours provid a foundat for develop your own approach to skill manag employe by illustr altern human resourc manag hrm strategi introduc the import of the legal context and think about what motiv employees. thi will then give you the factual and conceptu basi for develop specif critic hrm skill in subsequ cours on hire employe manag perform and reward employees. don't know anyth about hrm? that' ok! leav thi cours with a new-found understand of the rang of option avail for manag employe a grasp of what make worker tick and the readi to develop your own hrm skills.law employ human resourc resourc manag leadership and manag leadership resourc hr strategi human resourc manag system strategi busi leadership-and-manag

covid19 data analysi use pythonbeginnerin thi project you will learn how to preprocess and merg dataset to calcul need measur and prepar them for an analysis. in thi project we are go to work with the covid19 dataset publish by john hopkin univers which consist of the data relat to the cumul number of confirm case per day in each country. also we have anoth dataset consist of variou life factor score by the peopl live in each countri around the globe. we are go to merg these two dataset to see if there is ani relationship between the spread of the viru in a countri and how happi peopl are live in that country. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.data analysi python program matplotlib numpi python librari analysi comput program project data visual scatter plot data-sci data-analysi

de-mystifi mindfulnessintermediateinterest in medit mind and contempl ha grown exponenti in recent years. rather than be seen as mystic practic from ancient buddhism or esoter philosophi they are increasingli seen as technolog root in evid from psycholog and neuroscience. mind ha becom the basi for numer therapeut intervent both as a treatment in healthcar and as a mean of enhanc well-b and happiness. for million around the world mind ha becom a life-styl choic enhanc and enrich everyday experience. mind is big business. but what actual is mindfulness? is it realli good for you? can anyon learn it? how can you recogn charlatans? would you want to live in a mind societi and would it smell like sandalwood? what doe it feel like to be mindful? are you mind alreadi and how would you know? evolv from the popular honour academi cours at leiden univers thi innov cours combin convent scholarli inquiri from multipl disciplin rang from psycholog through philosophi to polit with experienti learn includ special design �medit lab � in which you�ll get chanc to practic and analyz mind on yourself. in the end the cours aim to provid a respons comprehens and inclus educ about and in mind as a contemporari phenomenon. dure the product of thi cours we have been support by willem kuyken director of the univers of oxford mind centr and stephen batchelor co-found of bodhi college. and we grate acknowledg the contribut made by mark william co-develop of mindfulness-bas cognit therapi mbct and rebecca crane director of the centr for mind research and practic at the univers of bangor. "the cours enabl me to explor the mind construct at it deeper lever from philosoph psycholog and polit lenses. the mind lab were veri use in practic the skill of be mindful." 23 nov 2018 "i took thi cours after a period of time when i wa tri to practic mind and medit but with doubt success. the cours answer mani question to me and i need that to keep me motivated. it realli help me understand the origin and more importantli benefit of mind practic and made me persist in my attempts. i'm realli glad i took the cours i find it interest well taught and veri use for all those seek deeper explan in whi tri mindfulness." 9 oct 2018 "i have taken other cours in other onlin platforms. howev thi ha been one of the best cours i have found online." 3 oct 2018 "i realli like the invit to us the learner to rethink our preconcept and belief and then make our own judgement about mindfulness. the overal tone wa veri friendli and open resourc veri useful." 12 dec 2017stress calm compass mind gratitud kind philosophi human learn medit awar personal-develop personal-develop

intern market entri and executionintermediatethi will be part 2 of a two-seri foundat cours for the special intern market & cross industri growth. thi cours will dive in more deepli into consum scienc investig b2c market intern market entri target posit intern product intern promot intern place and intern price. the last set of class will discuss seven new way to innov in intern market that all start with the letter "s" and henc will be call the 7s intern market innovation. there will be a heavi emphasi on how compani can incorpor ccci innov i.e. cross countri and cross industri innov in marketing. after you success complet thi cours learner will obtain the follow outcom 1 from a busi to consum standpoint b2c learn how to approach consum as scienc investigators. 2 an understand of how to enter intern market select target and posit their brands. 3 achiev deeper insight into the core mean of intern market element i.e. product promot place and price in the intern market context and their inter-el relationship with each other. 4 acquir new think about innov in market with the 7s approach social small simpl skip sport screen and set market with cross-countri and cross-industri innov implications.innov market target market promot market market mix social market interview strategi consum behaviour global market busi market

law in the time of covid-19 a northwestern teach-outbeginnerth covid-19 crisi rais a number of import legal issues. the matter of feder author grow princip out of the white house� order loom large. the action of governor and local author have been especi critic as emerg shelter-in-plac and other import regul are direct at individu and businesses. health care strategi such as telemedicin and decis of the food & drug administr prompt special legal considerations. at the person-to-person level mani matter of legal duti and liabil aris emerg from contract insur and employ relations. even as the diseas curv flatten legal issu will persist. for exampl the necess for test and trace infect individu rais difficult issu of privaci as the govern engag in surveil and continu it strategi of control. thi teach-out is an opportun to explor togeth how the law impact and is impact by event as they unfold around us. thi free teach-out will begin on monday april 27th and run for four weeks. in an attempt to stay as current as possibl we will be releas the cours materi on a roll basi each week.busi law crimin justic diseas surveil medic law legal support justic law contact trace labour law author social-sci law

master bitumen for better road and innov applicationsintermediatedur the four come week best expert in bitumen will bring you their knowledg and experi to build a strong understand of today� realiti and new perspect on the futur of bitumen. total is the european leader on bitumen markets. innov ha alway been the key to sustain and durabl in the product they develop. their main object here is to share technic knowledg and experi to insur bitumen are be use in the most effect and effici way for their differ applic in road works. ecol de pont franc oldest engin school remain veri much in the present as it ha alway been in train engin in order to meet the need of our societi and citizen in key area such as transport hous and urban servic but also in field like energi environ climat scienc land-us plan and sustain development. nineteen world recogn expert on bitumen are contribut to thi mooc. the idea is to provid the broadest prism on thi topic area with speaker come from research industri and end users.civil engin hydraul specif technic standard roof chemistri rel chang and differ transport engin road construct fractur mechan .properti physical-science-and-engin chemistri

engin life synbio bioethic & public policyintermediatesynbio is a divers field with divers applic and the differ context e.g. gain-of-funct research biofuel rais differ ethic and govern challenges. the object of thi cours is to increas learners� awar and understand of ethic and policy/govern issu that aris in the design conduct and applic of synthet biology. the cours will begin with a short histori of recombin dna technolog and how govern of that scienc develop and evolv and progress through a seri of area of applic of synbio. content will be present in mani form includ not onli read and lectur but also record and live interview and discuss with scientist ethicist and polici makers. learner will have the opportun to think write and talk about the issu and challeng in their own work and in real-lif case examples. a final project will engag student in the develop of govern model for synbio.dna human subject research bioethic synthet biolog risk benefit ratio biotechnolog recombin dna biosafeti biofuel biolog life-sci public-health

customer-centr it strategyintermediatenow more than ever corpor are invest heavili in it. the qualiti of these invest affect the daili work of million yet it� not uncommon to see industri survey where the failur rate for it project is over 50%. it� possibl to do better and it� possibl to do so consistently. in thi two-week cours we�ll step through major challeng within corpor it and how to address them with the disciplin use of design think lean startup and agil as a team framework. by the end of thi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti you�ll be abl to use the busi model canva to focu your compani strategi and facilit buy-in from stakehold translat your work on the canva to specif charter in it rapidli prototyp strategically-align process for implement within your it infrastructur pleas note thi is a short-form cours two week in duration.leadership custom satisfact custom servic model busi model canva microsoft excel technolog strategi system design digit market problem solv busi business-essenti

neural network and deep learningbeginnerif you want to break into cutting-edg ai thi cours will help you do so. deep learn engin are highli sought after and master deep learn will give you numer new career opportunities. deep learn is also a new "superpower" that will let you build ai system that just weren't possibl a few year ago. in thi cours you will learn the foundat of deep learning. when you finish thi class you will - understand the major technolog trend drive deep learn - be abl to build train and appli fulli connect deep neural network - know how to implement effici vector neural network - understand the key paramet in a neural network' architectur thi cours also teach you how deep learn actual work rather than present onli a cursori or surface-level description. so after complet it you will be abl to appli deep learn to a your own applications. if you are look for a job in ai after thi cours you will also be abl to answer basic interview questions. thi is the first cours of the deep learn specialization.deep learn regress human learn backpropag suppli chain python program comput program artifici neural network logist regress numpi data-sci machine-learn

secur invest return in the long runintermediatein thi cours you will learn about the famou dichotomi between activ and passiv invest how to appropri measur and analyz invest perform and what the futur trend in the invest manag industri are. you will first learn about absolut and rel perform risk-adjust return and how to decompos invest performance. the focu will then shift to the two main categori of invest vehicl activ and passiv fund and what they entail in term of expect performance. final you will explor the world of sustain financ neurofin and fintech three area of research that will shape the futur of the invest manag industry. you will also benefit from the insight of expert from ub our corpor partner on the practic implement of the variou concept we will develop in thi course.asset manag invest stock fintech sustain leadership and manag rate of return valuat financ financ invest manag busi financ

cloud comput concept part 2advancedcloud comput system today whether open-sourc or use insid compani are built use a common set of core techniqu algorithm and design philosophi � all center around distribut systems. learn about such fundament distribut comput "concepts" for cloud computing. some of these concept includ cloud mapreduc key-value/nosql store classic distribut algorithm widely-us distribut algorithm scalabl trend area and much much more! know how these system work from the insid out. get your hand dirti use these concept with provid homework exercises. in the program assign implement some of these concept in templat code program provid in the c++ program language. prior experi with c++ is required. the cours also featur interview with lead research and manag from both industri and academia. thi cours build on the materi cover in the cloud comput concept part 1 course.distribut comput file system wireless sensor network sensor network deadlock elect cloud comput cluster file system mutual exclus distribut file system computer-sci algorithm

introduct to system biologyadvancedthi cours will introduc the student to contemporari system biolog focus on mammalian cell their constitu and their functions. biolog is move from molecular to modular. as our knowledg of our genom and gene express deepen and we develop list of molecul protein lipid ion involv in cellular process we need to understand how these molecul interact with each other to form modul that act as discret function systems. these system underli core subcellular process such as signal transduct transcript motil and electr excitability. in turn these process come togeth to exhibit cellular behavior such as secret prolifer and action potentials. what are the properti of such subcellular and cellular systems? what are the mechan by which emerg behavior of system arise? what type of experi inform systems-level thinking? whi do we need comput and simul to understand these systems? the cours will develop multipl line of reason to answer the question list above. two major reason thread are the design execut and interpret of multivari experi that produc larg data sets; quantit reason model and simulations. exampl will be discuss to demonstr �how� cell- level function aris and �why� mechanist knowledg allow us to predict cellular behavior lead to diseas state and drug responses.bio molecular biolog system biolog biolog analysi proteom comput biolog biochemistri .properti bioinformat life-sci basic-sci

the hors cours introduct to basic care and managementbeginnerther are over 100 million hors donkey and mule in the world today and owner of these anim can be found on almost everi contin and in almost everi society. the hors cours will cover mani uniqu aspect of equin ownership and touch upon the scienc behind mani of today� manag practices.human learn diseas behavior anim behavior anatomi leadership and manag diseas manag anim nutrit hors care life-sci animal-health

understand cancer metastasisbeginnerov 500 000 peopl in the unit state and over 8 million peopl worldwid are die from cancer everi year. as peopl live longer the incid of cancer is rise worldwid and the diseas is expect to strike over 20 million peopl annual by 2030. everyon ha been or will be touch by cancer in some way dure their lifetime. thank to year of dedic and commit to research we�v made enorm advanc in the prevent and treatment of cancer but there is still a lot of work to be done. in thi cours physician and scientist at the john hopkin school of medicin explain how cancer spread or metastasizes. we�ll describ the major theori of metastasi and then describ the biolog behind the step in metastasis. the cours also describ the major organ target by metastasi and describ how metastas harm the patient.senesc stem human learn cancer biolog cachexia tumor molecular biolog causal cancer biolog life-sci basic-sci

measur the success of a patient safeti or qualiti improv project (patient safeti vi)intermediatehow will you know if your patient safeti and qualiti project is meet it objectives? peter drucker onc said �what get measur get managed.� in thi cours student will learn whi measur is critic to qualiti improv work. equal import they will learn which data sourc provid the most meaning inform and tool for how and where to locat them. final student will learn how to interpret data from their patient safeti and qualiti project to guid and modifi them dure implement to maxim their chanc of make a differ for patients.safeti perform patient safeti measur health system data analysi measur b evalu categor perform measur life-sci healthcare-manag

build deep learn model with tensorflowbeginnerth major of data in the world is unlabel and unstructured. shallow neural network cannot easili captur relev structur in for instanc imag sound and textual data. deep network are capabl of discov hidden structur within thi type of data. in thi cours you�ll use tensorflow librari to appli deep learn to differ data type in order to solv real world problems. learn outcom after complet thi cours learner will be abl to �\texplain foundat tensorflow concept such as the main function oper and the execut pipelines. �\tdescrib how tensorflow can be use in curv fit regress classif and minim of error functions. �\tunderstand differ type of deep architectur such as convolut network recurr network and autoencoders. �\tappli tensorflow for backpropag to tune the weight and bias while the neural network are be trained.machin learn convolut pytorch artifici neural network recurr neural network unsupervis learn human learn deep learn tensorflow autoencod data-sci machine-learn

crash cours on pythonconversantthi cours is design to teach you the foundat in order to write simpl program in python use the most common structures. no previou exposur to program is needed. by the end of thi cours you'll understand the benefit of program in it roles; be abl to write simpl program use python; figur out how the build block of program fit together; and combin all of thi knowledg to solv a complex program problem. we'll start off by dive into the basic of write a comput program. along the way you�ll get hands-on experi with program concept through interact exercis and real-world examples. you�ll quickli start to see how comput can perform a multitud of task � you just have to write code that tell them what to do.list comprehens python syntax and semant ipython problem solv comput program semant syntax data structur python program data type information-technolog support-and-oper

program with cloud iot platformsadvancedinternet of thing iot is an emerg area of inform and commun technolog ict involv mani disciplin of comput scienc and engin includ sensors/actu commun network server platform data analyt and smart applications. iot is consid to be an essenti part of the 4th industri revolut along with ai and big data. thi cours aim at introduc iot cloud platform from samsung microsoft amazon ibm and googl and how they can be use in develop iot applications. thi cours will be offer in english. subtitles/capt in english and will be also provided. iot internet of thing ?????? ?? ??? ??????? ?? ?? ??? ??/ ??? ?? ???? ?? ??? ??? ?? ??? ? ?? ????? ???? ??? ?????. iot? ???? ????? ?? 4?????? 3? ?? ?? ? ??? ???? ????. ??? cloud ??? ????? iot? ??? ???? ??? ??? iot cloud ????? ?????. ???? ???? ??? iot ??????? ??? ? ????. ? ??? ??? ???? ?????? ??? ?? ??? ?????.mqtt microcontrol hardwar interfac design internet of thing microsoft azur telecommun network internet cloud platform internet protocol cloud comput information-technolog network

merger and acquisit � the relentless pursuit of synergyintermediateth area of merger and acquisit m&a is special in finance. incred amount of money are employ in such transactions. deal draw a lot of public attent and dispute. oftentim stori look more like fairi tale rather than financi reality. the key idea in ani m&a transact is to creat valu through a potenti synerget activity. to thi end it is import to have a clear motiv and implement plan. of special import are the correct valuat proper financ and actual deal completion. but thi is not the end � valu mostli accru from the post-merg integration. the understand of the motiv of variou stakehold is instrument in the analysi of the potenti creation of value. the learner will gain insight into the core valu creat m&a strategies. they will be abl to use the obtain knowledg and skill to success advanc in their career at a financi institut as well as in the area of financi manag at non-financi businesses. final the cours is veri help in success complet of the specialization� final project.valu proposit corpor govern invest bank wipe financi market market econom financ merger & acquisit strateg manag competit law busi financ

prevent chronic pain a human system approachintermediatechron pain is at epidem level and ha becom the highest-cost condit in health care. thi cours use evidence-bas scienc with creativ and experienti learn to better understand chronic pain condit and how they can be prevent through self-manag in our cognit behavior physic emot spiritu social and environment realms. the goal of thi cours is to blend creativ experienti and evidence-bas teach strategi to help particip understand chronic pain condit and how a human system approach can be appli to self-manag strategi to reduc risk factor enhanc protect factor and prevent chronic pain. there are four major object to the course; 1. describ the preval person impact and health care dilemma associ with chronic pain. 2. recogn the clinic characterist and underli etiolog of sever common pain condit and the peripher central and genet mechan of chronic pain 3. base on the literatur associ with risk and protect factor in the seven realm of our live learn specif strategi in each realm that can be employ daili to prevent chronic pain and enhanc wellness. 4. appreci the valu of a human system approach to health care and how it can provid a basi for integr interdisciplinari and individu care to prevent pain and enhanc wellness. continu educ credit health care profession health care profession who particip in thi ce activ may submit thi certif statement of particip to their appropri accredit organ or state board for consider of credit. the particip is respons for determin whether thi activ meet the requir for accept continu education. email your coursera certif statement of complet to your appropri organization.pain manag lifestyl medicin chronic pain manag chronic pain physic therapi pain leadership and manag arthriti patient chiropract life-sci patient-car

build the busi model for corpor entrepreneursadvancedl by dan gordon a univers of maryland faculti member who teach busi model in the nation scienc foundation' i-corp program thi cours enabl you to develop and appli the busi model canva tool to scope a corpor challeng or opportunity. you will learn how to identifi and commun the nine element of a busi model custom segment valu proposit channel custom relationship revenu stream key resourc key activ key partner and cost structure. your complet project will be a customer-valid busi model canva that outlin the busi case for a new product or servic to address your select challeng or opportun in a corpor context. thi project is deriv from four area of focu in the cours � identifi how to creat and deliv valu for exist and futur custom of the company; � learn how to extract valu for the corpor ventur in a sustain fashion; � conduct in-depth interview to guid the custom discoveri process for your corpor venture; and � develop busi model that encompass the product or servic custom and econom engin that deliv on the corpor ventur objectives. tri thi cours for free at https//www.coursera.org/learn/corporate-entrepreneurs-business-modelentrepreneurship market segment busi model minimum viabl product model busi model canva custom analysi valu proposit product/market fit corpor bond busi entrepreneurship

imag process with pythonbeginnerimag process ha been use to creat weird and beauti modif to pictur mani of us have seen online. older black and white photo can be brought to life use color techniques. on the other hand color photo can be made to look like old black and white photos. in addit to distort imag for entertain imag process can be use for more seriou applic for exampl to enhanc medic imag to screen patient for cancer or other diseases. in thi cours you will creat a python applic that read from a list of imag modifi their size and appear and save the imag in anoth directory. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.glob posit system opencv medic imag imag process project python program photographi video edit digit imag process comput program computer-sci software-develop

advanc linear model for data scienc 1 least squaresintermediatewelcom to the advanc linear model for data scienc class 1 least squares. thi class is an introduct to least squar from a linear algebra and mathemat perspective. befor begin the class make sure that you have the follow - a basic understand of linear algebra and multivari calculus. - a basic understand of statist and regress models. - at least a littl familiar with proof base mathematics. - basic knowledg of the r program language. after take thi cours student will have a firm foundat in a linear algebra treatment of regress modeling. thi will greatli augment appli data scientists' gener understand of regress models.rank linear algebra matric least squar linear algebra linear regress squar algebra gener statist linear model linear regress data-sci probability-and-statist

terraform basic autom provis of aw ec2 instancesintermediatein thi guid project you will do a quick tour of terraform one of the most popular tool use by devop team to autom infrastructur tasks. terraform' main appeal is that we just declar what our infrastructur should look like and the tool will decid which action must be taken to �materialize� that infrastructure. by the end of thi project you will have learnt how to autom your infrastructur with terraform. thi project will also prepar you with hands-on knowledg for automat provis aw ec2 server instanc use terraform scripts. pleas note you will need an aw account to complet thi course. all the resourc use in the cours come under free-tier provid by aw for new users. but you might be charg if you have alreadi use up your free-tier credits.writ project mine plan project provis continu function must command-lin interfac resourc entri point information-technolog cloud-comput

price strategi in practiceadvancedin thi project-cent cours darden' ron wilcox and bcg' thoma kohler will walk you through a real-world case from problem statement to detail analyses. you'll use all three lens cost custom valu and competit to recommend an optim price�and then adjust to market disruptions. util the concept tool and techniqu taught in previou special courses�from basic techniqu of econom to knowledg of custom segment willing to pay and custom decis make to analysi of market price share and industri dynamics�y will practic set profit maxim price to improv price realization. you'll finish the cours with a portfolio-build project that demonstr your price prowess from thi darden school of busi at the univers of virginia and boston consult group course.market segment strategi market econom market dynam revenu manag price elast of demand cost conjoint analysi price strategi price busi market

reinforc learn in financeadvancedthi cours aim at introduc the fundament concept of reinforc learn rl and develop use case for applic of rl for option valuat trade and asset management. by the end of thi cours student will be abl to - use reinforc learn to solv classic problem of financ such as portfolio optim optim trade and option price and risk management. - practic on valuabl exampl such as famou q-learn use financi problems. - appli their knowledg acquir in the cours to a simpl model for market dynam that is obtain use reinforc learn as the cours project. prerequisit are the cours "guid tour of machin learn in finance" and "fundament of machin learn in finance". student are expect to know the lognorm process and how it can be simulated. knowledg of option price is not assum but desirable.pr iter reweight least squar valuat of option financ stochast approxim markov decis process bellman equat augment assign reinforc learn reinforc data-sci machine-learn

django featur and librariesbeginnerin thi cours you will learn how to build django-bas web applic suitabl for use by end users. you will learn about cooki session and authent process in django. you will build navig into your applic and explor way to easili improv the look and feel of django applications. you will begin to develop a simpl applic to support a classifi ad websit that will walk you through mani of the issu and techniqu that you encount in websit development. you will also learn how to move an applic from develop to production.html angularj django web framework python program php web develop flask javascript web json computer-sci mobile-and-web-develop

a circular economi of metal toward a sustain societ metabolismbeginnermet are present everywher around us and are one of the major materi upon which our economi are built. econom develop is deepli coupl with the use of metals. dure the 20th centuri the varieti of metal applic in societi grew rapidly. in addit to mass applic such as steel in build and aluminium in plane more and more differ metal are in use for innov technolog such as the use of the special metal indium in lcd screens. a lot of metal will be need in the future. it will not be easi to provid them. in particular in emerg economi but also in industrialis countri the demand for metal is increas rapidly. mine and product activ expand and with that also the environment consequ of metal production. in thi cours we will explor those consequ and we will also explor option to move toward a more sustain system of metal product and use. we will focu especi on the option to reach a circular economi for metal keep metal in use for a veri long time to avoid have to mine new ones. thi cours is base on the report of the global metal flow group of the intern resourc panel that is part of un environment. an import aspect that will come back each week are the un sustain develop goal the sdgs. those are ambiti goal to measur our progress toward a more sustain world. we will use the sdg as a touch stone for the assess of the metal challeng as well as the solut we present in thi cours to solv that challenge.geolog suppli chain energi economi metabol energi system econom develop sustain circular economi resourc physical-science-and-engin environmental-science-and-sustain

inform visual advanc techniquesadvancedthi cours aim to introduc learner to advanc visual techniqu beyond the basic chart cover in inform visual fundamentals. these techniqu are organ around data type to cover advanc method for tempor and spatial data network and tree and textual data. in thi modul we also teach learner how to develop innov techniqu in d3.js. learn goal goal analyz the design space of visual solut for variou kind of data visual problems. learn what design are avail for a given problem and what are their respect advantag and disadvantages. - tempor - spatial - spatio-tempor - network - tree - text thi is the fourth cours in the inform visual specialization. the cours expect you to have some basic knowledg of program as well as some basic visual skill as those introduc in the first cours of the specialization.inform visual stack abstract data type time seri map line chart chart data visual kibana d3.j analysi data-sci data-analysi

startup how to build a success business?advancedstartup is a newli open compani that requir financi and resourc aid for it further development. how to build a success busi model? where one can find addit resourc and investors? thi cours introduc differ kind of busi model and develop strategi for startup project method of extern financi support the concept of incorporation. upon complet of thi cours learner will be well-vers in the system of financi and effici index of the project evalu of project attract index. as a result learner will obtain broad understand of the modern method for launch a startup project evalu of it perspect and risk reduction.techn support reason process capit structur financ lean startup materi busi process busi develop model busi business-strategi

inventori analyticsbeginnerinventori analyt is the corner stone of suppli chain analytics. a compani in trade industri may have 30-50% of their asset tie up in inventory. an effect inventori manag can improv revenu by increas product varieti and avail and reduc cost and speed up cash cycl by reduc excess inventori and waste. through real-lif exampl e.g. amazon vs macy� you will learn hands-on tool and skill to discov and solv inventori problem by data analytics. upon complet you can answer the follow question 1. for which industri is inventori important? 2. how may inventori drive a company� financi performance? 3. how do i know that i have an inventori problem? 4. how to classifi inventori and manag it accordingly?suppli chain manag inventori control suppli chain industri engin inventori turnov market research suppli chain analyt inventori manag inventori analyt busi business-essenti

covid19 data visual use pythonbeginnerbi the end of thi project you will learn how you can use data visual techniqu to answer to some analyt questions. in thi project we are go to use covid19 dataset we have consist of the data relat cumul number of confirm recov and death cases. we are go to prepar thi dataset to answer these question how doe the global spread of the viru look like? how intens the spread of the viru ha been in the countries? doe covid19 nation lockdown and self-isol in differ countri have actual impact on covid19 transmission? we are go to use plotli modul which is a great visual tool in python in order to plot some insight and intuit graph to answer the questions.analysi measur graph chart bar chart order pair python program plotli data visual project data-sci data-analysi

use git for distribut developmentadvancedcours 4 focus on use git for open sourc softwar distribut development. git is a revis control system which aros out of the linux kernel develop community. git wa design to help develop spread across the globe work on complic project coordin their work in a ration way and keep track of everyth they were doing. overtim git ha grown to be use by million of project today. thi cours give you the opportun to learn how to use git effici and make contribut in a rel short amount of time. it will cover how to instal git how to initi a repositori how to make chang in a repositori how to make chang in repositori avail to other how to acquir chang made by other individu how to find error in your work and go back to earlier state of yoru project how to make commit diff merg rebases. the cours will help you get the skill to have a good understand on how to use git. you will have a good knowledg about git workflow identifi problem in your workflow and find solut to solv these problems.bash unix shell php gitlab distribut develop open sourc unix data comparison version control github diff util computer-sci software-develop

becom a sport agentadvancedan immers experi in the world of sport that will take student through the four stage of a profession athlete' career. util lectur guest speaker read assign and hypothet walkthrough student will learn how the best sport agent manag client at each of these four stages. thi cours will provid each student with the skill necessari to guid an athlet through the difficult decis that can make or lose the athlet million of dollar as well as affect their public imag and career. walk through the four stage of an athlete' career we will provid a broad scope of the landscap of amateur and profession sport so that you can avoid the pitfal and trap that so mani have fallen into in the past; not to mention bring you updat throughout the cours regard the rapidli chang sport world that we live in today. analyz the best practic in the manag of the superstar athlet with whom professor carfagna professor volant and their expert guest have work we will show you how to manag the career of ani profession athlet who might seek your guidanc at ani stage of hi or her profession career.contract negoti law buyout sport law public insur polici career recruit sport monet social-sci law

teacher sel program possibl and contextsintermediatesoci and emot learn or sel student program have flourish in school dure the last decade. unfortun inadequ attent ha been paid to teachers� social and emot learning. in thi cours the instructor randi testa and dan liston introduc and examin distinct and established�teach sel program as well as some altern possibilities. thi cours is a part of the 5-cours special �the teacher and social emot learn sel�. interest in earn 3 univers credit from the univers of colorado-bould for thi specialization? if so check out "how you can earn 3 univers credit from the univers of colorado-bould for thi specialization" read in the first modul of thi cours for addit information. we want to note that the cours in thi special were design with a three-credit univers cours load in mind. as a particip you may notic a bit more read content and a littl less video/lectur content. complet and pass the sel special allow the particip to appli for 3 graduat credit toward teacher re-certif and profession enhancement. we want to ensur the qualiti and high standard of a univers of colorado learn experience. interest in earn 3 graduat credit from the univers of colorado-bould for the teacher and social emot learn sel specialization? check out "how you can earn 3 univers credit from the univers of colorado-bould for thi specialization" read in the first week of thi cours for more information.educ parent profession develop faith experi emot well-b mind teach parent emot intellig social-sci educ

whi iowa? a primer on primari and caucus teach-outbeginnerth unit state presidenti elect process is a complex one span term like �super tuesday � deleg and incumb primari and caucus and more. some of the found principl of thi process date back to the creation and sign of the u.s. constitut while other began play a role in the 1980s. in thi teach-out expert in polit polit scienc and educ at the univers of michigan the univers of delawar the univers of iowa and the iowa caucu project at drake univers will address the follow question what is the us primari process? what are the differ and similar between primari vs caucuses? whi do iowa and new hampshir get to go first? what role do deleg play? what is super tuesday? is there a differ between polit parti in how the primari process functions? do incumb candid have an advantage? how do other countries� vote process differ? how are us territori are involved? thi teach-out is help you find avenu by which you can civic engag and polit particip in your local commun state and country.constru behavior independ of irrelev altern macromarket elect campaign vote participatori polit power polit l&d strategi resourc social-sci governance-and-societi

take your english commun skill to the next leveladvancedthi capston build on the commun and content skill you�v acquir throughout the special and develop them further. dure cours lesson and peer assess you will practic and expand the languag skill necessari for success in the profession world. throughout the cours you will have the opportun to complet assess relev to the work world. in thi cours you will * studi cultur influenc on commun more thoroughli identifi key cultur influenc in your own experi and compar your cultur with a differ one to identifi way to improv commun and decreas misunderstanding. * develop your email accuraci and style and engag in email correspond with potenti employ client or investor to set up interview and/or meetings. * practic and demonstr fluent and accur spoken english as you prepar and present a short talk about a person accomplish or �sale pitch� for a product or service. * polish your pronunci through more connect speech includ use of through group contractions/reduct and linking. week by week as you practic your languag skill make connect with peopl import to you and develop your network you will increas your opportun for success. complet thi capston project will help you reach your english languag and profession goal now and in the future.english languag write email write languag present commun email public speak speech busi commun language-learn learning-english

googl cloud platform fundament for aw professionalsadvancedthi acceler 6-hour cours with lab introduc aw profession to the core capabl of googl cloud platform gcp in the four technolog pillar network comput storag and database. it is design for aw solut architect and sysop administr familiar with aw featur and setup and want to gain experi configur gcp product immediately. with present demo and hands-on lab particip get detail of similar differ and initi how-to quickly. if you prefer to learn fast by do thi cours is for you. learn object thi cours teach particip the follow skill ? identifi gcp counterpart for amazon vpc subnet rout nacl igw amazon ec2 amazon eb auto-sc elast load balanc amazon s3 amazon glacier amazon rd amazon redshift aw iam and more ? configur account bill project network subnet firewal vm disk auto scale load balanc storag databas iam and more ? manag and monitor applic ? explain featur and price model differ ? locat document and training. prerequisit to get the most of out of thi cours particip should have basic profici with network technolog like subnet and routing. student are also expect to have experi with amazon vpc amazon ec2 instanc and disks. familiar with amazon s3 and aw databas technolog is recommended.bigqueri cloud platform load balanc network infrastructur databas cloud comput cloud storag googl cloud platform data center big data computer-sci computer-security-and-network

introduct to program and anim with aliceadvancedthi cours is an introductori program cours that combin program with anim use the program environ alice. you will first learn to tell 3d anim stori by program alice? 3d objects. in particular you will learn how to set up a scene to tell a stori use storyboard to move the camera and how to move and rotat objects. you will learn program concept such as write your own instruct repetit make decis and group similar object together. in the second half of the cours you will learn how to combin the topic you have learn with event program to build 3d game you and your friend can play.storyboard euler' totient function game program java desktop system while loop exercis anim softwar comput anim comput program array computer-sci software-develop

popul health fundament of popul health managementadvancedwhat are the principl of popul health manag as a pro-act manag approach to improv health and to tackl health disparities? in thi cours we will discuss the basic principl of popul health manag that will help you as futur health care profession or policymak to analys current healthcar challeng and to design possibl solut use the popul health manag approach. dure thi cours you discuss the rational for the current valu transform in healthcar and popul health manag as a logic reaction. you will be confront with the lead framework of popul health management. you determin the necessari build block includ the evalu and implement issues. thi cours is part of the to-be-develop leiden univers master program popul health management. if you wish to find out more about thi program see the last read of thi course!tragedi of the common popul canning influenc determin of health continu function clinic epidemiolog determin public health strateg plan life-sci healthcare-manag

an introduct to the u.s. food system perspect from public healthintermediatea food system encompass the activ peopl and resourc involv in get food from field to plate. along the way it intersect with aspect of public health equiti and the environment. in thi cours we will provid a brief introduct to the u.s. food system and how food product practic and what we choos to eat impact the world in which we live. we will discuss some key histor and polit factor that have help shape the current food system and consid altern approach from farm to fork. the cours will be led by a team of faculti and staff from the john hopkin center for a livabl future. guest lectur will includ expert from a varieti of disciplin includ public health polici and agriculture.nutrit food polici farm nutrit educ food desert food secur agricultur public health sustain anim product life-sci public-health

statist for intern businessadvancedthi cours introduc core area of statist that will be use in busi and for sever mba modules. it cover a varieti of way to present data probabl and statist estimation. you can test your understand as you progress while more advanc content is avail if you want to push yourself. thi cours form part of a specialis from the univers of london design to help you develop and build the essenti busi academ and cultur skill necessari to succeed in intern busi or in further study. if complet success your certif from thi specialis can also be use as part of the applic process for the univers of london global mba programm particularli for earli career applicants. if you would like more inform about the global mba pleas visit https//mba.london.ac.uk/. thi cours is endors by cmicentr tendenc standard deviat probabl densiti function categor variabl time seri analysi gener statist student residu point estim null hypothesi busi financ

engin practic for build qualiti softwareconversantagil embrac chang which mean that team should be abl to effect make chang to the system as team learn about user and market. to be good at effect make chang to the system team need to have engin rigor and excel els embrac chang becom veri pain and expensive. in thi cours you will learn about engin practic and process that agil and tradit team use to make sure the team is prepar for change. in addit you will also learn about practic techniqu and process that can help team build high qualiti software. you will also learn how to calcul a varieti of quantit metric relat to softwar quality. thi is an intermedi cours intend for learner with a background in softwar development. to succeed in the cours you should have experi develop in modern program languag e.g. java c# python javascript an understand of softwar develop lifecycl model familiar with uml diagram class and sequenc diagram and a desir to better understand qualiti aspect of softwar develop beyond program correctness. at the end of thi cours you will be abl to comfort and effect particip in variou techniqu and process for build secur and high qualiti software.cod coverag version control system softwar project manag design pattern softwar qualiti softwar architectur static analysi softwar continu integr softwar engin computer-sci software-develop

game design and develop capstoneadvancedin the game design and develop capston you will creat an origin game from initi concept through implement and then launch it to the world! along the way you will have the opportun to put your game idea in front of your peer and for the best-of-the-best you will have the chanc to get feedback from game industri professionals. the capston experi give you the opportun to push your skill further and demonstr your newfound skill as a game developer. the capston also contain guest talk from game industri profession at riot game deep silver volit iron galaxi radiant entertain goodgam studio stardock gree heart shape game kongreg and more.hop look and feel playtest c sharp program languag sed video game develop game design android develop unreal engin order pair computer-sci software-develop

client need and softwar requirementsconversantthi cours cover practic techniqu to elicit and express softwar requir from client interactions.us case softwar requir requir elicit requir manag analysi user stori leadership and manag softwar requir analysi softwar engin computer-sci design-and-product

get start with linux terminaladvancedin thi 1-hour long project-bas cours you will learn how to use simpl command to creat and manipul file and folder perform multipl complex task use one simpl command use the superus to perform high privileg operations.project mine uniform resourc locat superus oper manag bayesian anonym pipe download internet project oper system computer-sci computer-security-and-network

databas and sql for data scienceconversantmuch of the world' data resid in databases. sql or structur queri languag is a power languag which is use for commun with and extract data from databases. a work knowledg of databas and sql is a must if you want to becom a data scientist. the purpos of thi cours is to introduc relat databas concept and help you learn and appli foundat knowledg of the sql language. it is also intend to get you start with perform sql access in a data scienc environment. the emphasi in thi cours is on hands-on and practic learn . as such you will work with real databas real data scienc tool and real-world datasets. you will creat a databas instanc in the cloud. through a seri of hands-on lab you will practic build and run sql queries. you will also learn how to access databas from jupyt notebook use sql and python. no prior knowledg of databas sql python or program is required. anyon can audit thi cours at no-charge. if you choos to take thi cours and earn the coursera cours certif you can also earn an ibm digit badg upon success complet of the course. limit time offer subscript is onli $39 usd per month for access to grade materi and a certificate.comput program python program databas ipython sql leadership and manag ibm db2 databas connect cloud comput relat databas data-sci data-analysi

understand financi marketsbeginnerin thi cours you will learn what the main financi market and their characterist are as well as how they are link to the economy. our veri diversifi team of expert will start by teach you how the price of stock and bond are comput and whi they move while you will becom increasingli awar of the notion of risk and whi it matter when measur an investment' performance. the focu will then move to less popular market such as gold emerg market real estat hedg fund and privat markets. these will be analyz with an emphasi on their particular risk and return opportun as well as how they can help in build effici portfolios. final the polici of central bank and their impact on financi market will be present to you along with the link between the economi and the price of financi assets. all along these differ step expert from ub our corpor partner will show you how the concept you just acquir are effect appli in a lead global bank. thi focu on practic mean you will not onli understand what is go on in global financi market but also start to figur out how you can use them to achiev financi goal be it a client' or your own. cours director and main teach contributor dr. michel girardin lectur in macro-fin univers of genevarisk invest interest stock bond market financ financi market leadership and manag market econom equiti financ busi financ

creat and format a basic document with libreoffic writerbeginnerin thi project you will creat a new document from scratch use the basic featur and function of the offic libr writer application. you will work on creat a basic agenda for a chang control board ccb meet for an it team of an organization. you will add and edit text with differ format in the document. you will creat a bullet list of attende and a number list of topic to discuss. you will also look at way to chang the layout of the page by ad a border. you will add a function tabl and a pictur that resembl a real-world use case. lastli you will learn how to print the document directli to a printer and even print export or save as in a differ format like adobe� pdf for share via email. the skill learn in thi cours can be appli to creat other basic form of a resum letter report or just for simpl note taking. the amaz part of thi is that the offic libr writer and the entir applic suit is free for download and use anywhere. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.sav r&d manag number spreadsheet learn how to learn document project write page layout project manag note take busi business-essenti

intellectu humil theorybeginnerfac with difficult question peopl often tend to dismiss and margin dissent. polit and moral disagr can be incred polar and sometim even dangerous. and whether it� christian fundament islam extrem or milit atheism religi dialogu remain tint by arrog dogma and ignorance. the world need more peopl who are sensit to reason both for and against their belief and are will to consid the possibl that their polit religi and moral belief might be mistaken. the world need more intellectu humility. but what is intellectu humil anyway? and whi do peopl seem so drawn toward intellectu arrogance? psychologist philosoph theologian and educationalist are now suggest some answers. in thi cours we tri to defin intellectu humil and intellectu virtu in gener and ask how we know who is humble. all lectur are deliv by lead specialist and the cours is organis around a number of interest read and practic assign which will help you address issu relat to humil in your daili life. thi cours is a part of a seri which explor the theori the scienc and the appli issu surround intellectu humil the latter two come in june and novemb 2017. complet all three cours will give you a broader understand of thi fascin topic. look for � intellectu humil scienc - https//www.coursera.org/learn/intellectual-humility-sci � intellectu humil practic - https//www.coursera.org/learn/intellectual-humility-practic you can also follow us on twitter @ediphilonlin and #ihmoocintuit child coach psycholog emot intellectu cognit scienc virtu philosophi psycholog theori arts-and-human philosophi

legal tech & startupsbeginnerlegaltech is the reaction to the disrupt that technolog is have across all sector of the economy. consid that the legal sector is one of the most resist to chang due to it conserv natur we can see just how differ the futur will be. in thi cours ie professor marti manent will guid you through the essenti stage of thi disrupt in technolog give you the key tool and idea to consid when start your onlin business. in the cours marti explain the key market trend that you will encount and will provid you with a handi practic toolbox. the cours featur interview with industri profession as well as veri motiv and interest lectur that will help you open your mind and better understand everyth in the course. be part of thi disrupt that technolog is have in the legal sector and join professor marti dure thi excit new course.lean startup mailchimp market busi law stock market growth hack key market softwar product develop law busi entrepreneurship

busi english make presentationsadvancedthi cours teach you languag and techniqu that will help you make effect present in english. the final task is to develop a well-organ persuas present use chart and graph that sell your citi as a venue. the cours focus on student who have an intermedi level of english with a minimum of two year of formal languag study. cours learn object �\tpresent inform in an organ and engag way �\tshare data in chart and graph �\tuse persuas languag in a presentationpitch book languag busi commun present busi present commun english languag busi write write market strategi language-learn learning-english

softwar securityadvancedthi cours we will explor the foundat of softwar security. we will consid import softwar vulner and attack that exploit them -- such as buffer overflow sql inject and session hijack -- and we will consid defens that prevent or mitig these attack includ advanc test and program analysi techniques. importantli we take a "build secur in" mental consid techniqu at each phase of the develop cycl that can be use to strengthen the secur of softwar systems. success learner in thi cours typic have complet sophomore/junior-level undergradu work in a technic field have some familiar with program ideal in c/c++ and one other "managed" program languag like ml or java and have prior exposur to algorithms. student not familiar with these languag but with other can improv their skill through onlin web tutorials.internet secur sql secur secur softwar web buffer overflow softwar penetr test analysi sql inject computer-sci computer-security-and-network

photovolta solar energybeginnerth cours is an introduct to the photovolta pv applic in the gener mix energet context domin by climat warm mitigation. the variou use of solar energi are firstli present befor a short descript of the principl of the direct solar photon convers into electr pv. the variou pv technolog are review in the current context domin by crystallin silicon cells. the perspect of the variou technolog are then analys in term of r&d investments. from a more scientif point of view the basi of the solar cell oper is present from the solar spectrum characteristics. the fundament of pv convers are summarized. in particular the variou sourc of the convers effici limit are reviewed. the solar pv system from cell to grid are also address with a particular emphasi on the challeng of grid-integr of pv and the develop of storag technologies. the environment and social impact of pv are compar to the compet energi sources. gener pv is at advantag as refer to other fossil or renew sources. final the fast evolut of econom and financ of pv is present togeth with the current key player mostli asian companies.energi engin solar energi photovolta energi manual weld energi renew energi load calcul electr engin mechan engin wind power physical-science-and-engin electrical-engin

a scientif approach to innov managementbeginnerhow can innov understand if their idea is worth develop and pursuing? in thi cours we lay out a systemat process to make strateg decis about innov product or servic that will help entrepreneur manag and innov to avoid common pitfalls. we teach student to assess the feasibl of an innov idea through problem-fram techniqu and rigor data analysi label �a scientif approach�. the cours is highli interact and includ exercis and real-world applications. we will also show the implic of a scientif approach to innov manag through a wide rang of exampl and case studies.regress regress analysi analysi innov manag leadership and manag correl and depend probabl correl doe not impli causat innov evalu busi business-strategi

introduct to data scienc in pythonadvancedthi cours will introduc the learner to the basic of the python program environ includ fundament python program techniqu such as lambda read and manipul csv file and the numpi library. the cours will introduc data manipul and clean techniqu use the popular python panda data scienc librari and introduc the abstract of the seri and datafram as the central data structur for data analysi along with tutori on how to use function such as groupbi merg and pivot tabl effectively. by the end of thi cours student will be abl to take tabular data clean it manipul it and run basic inferenti statist analyses. thi cours should be taken befor ani of the other appli data scienc with python cours appli plot chart & data represent in python appli machin learn in python appli text mine in python appli social network analysi in python.analysi panda data analysi comput program statist hypothesi test numpi data manipul gener statist hypothesi python program data-sci data-analysi

analyt combinatoricsadvancedanalyt combinator teach a calculu that enabl precis quantit predict of larg combinatori structures.�thi cours introduc the symbol method to deriv function relat among ordinari exponenti and multivari gener function and method in complex analysi for deriv accur asymptot from the gf equations. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.prior probabl analyt combinator analyt combinator recurs euler' totient function the symbol complex analysi symbol method approxim math-and-log math-and-log

creat a resum and cover letter with googl docsbeginnerin thi project you will creat your veri own resum and cover letter from start to finish. you will util the googl doc applic in a googl chrome web browser to find readili avail templates. we will first review the basic part of a resum and fill in your own person inform relat to contact inform person summari work experi educ and ani addit information. we will also review what it take to creat a great cover letter and fill it in with your own words. as we creat these document you will get to learn mani way to custom text format style bullet list and even add a signatur to your cover letter. lastli we will cover how to print the document and save it to a file such as a pdf so these document can be share to your next potenti new employer. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.resum screen person advertis dox psycholog email write project save r&d manag document write busi business-essenti

explor beethoven' piano sonata part 4beginnerpleas join us for part 4 of explor beethoven' piano sonata cours taught by curti faculti member and extraordinari concert artist jonathan biss. thi cours is new and contain separ set of lectur and sonata that we not previous discussed. specif in part 4 we will cover beethoven' piano sonata op. 2 no. 2 op. 10 no. 3 op. 28 and op. 110. as with the other three beethoven cours it is not necessari to have taken the previou explor beethoven' piano sonata courses. we think you will be perfectli comfort to start learn with part 4 if you wish and go from here. there is alway the option to go back to earlier part at ani time. between these cours there exist a larg amount of addit resourc and learn that might be help as you embark on part 4. we certainli encourag you to take part 1 2 and 3 if you have not yet. in the meantim enjoy the class and part 4 of explor beethoven� piano sonatas.u.s. secur and exchang commiss experi chord doubt persist assert flip analysi art histori piano arts-and-human histori

moral of everyday lifebeginnerhow can we explain kind and cruelty? where doe our sens of right and wrong come from? whi do peopl so often disagre about moral issues? thi cours explor the psycholog foundat of our moral lives.crit think moral psycholog philosophi vers protocol psycholog moral univers reason psycholog ethic thought life-sci psycholog

cybersecur role process & oper system securitybeginnerthi cours give you the background need to understand basic cybersecur around people. process and technology. you will learn ?\t understand the key cybersecur role within an organization. ?\t list key cybersecur process and an exampl of each process. ?\t describ the architectur file system and basic command for multipl oper system includ window mac/o linux and mobile. ?\t understand the concept of virtual as it relat to cybersecur final you will begin to learn about organ and resourc to further research cybersecur issu in the modern era. thi cours is intend for anyon who want to gain a basic understand of cybersecur or as the second cours in a seri of cours to acquir the skill to work in the cybersecur field as a jr cybersecur analyst. the complet of thi cours also make you elig to earn the cybersecur role process & oper system secur ibm digit badge. more inform about the badg can be found here https//www.youracclaim.com/org/ibm/badge/cybersecurity-roles-processes-operating-system-securitycloud comput oper system secur secur cyber-secur regul virtual machin file system system secur process oper system cloud comput secur information-technolog secur

multipl linear regress with scikit-learnbeginnerin thi 2-hour long project-bas cours you will build and evalu multipl linear regress model use python. you will use scikit-learn to calcul the regress while use panda for data manag and seaborn for data visualization. the data for thi project consist of the veri popular advertis dataset to predict sale revenu base on advertis spend through media such as tv radio and newspaper. by the end of thi project you will be abl to - build univari and multivari linear regress model use scikit-learn - perform exploratori data analysi eda and data visual with seaborn - evalu model fit and accuraci use numer measur such as r� and rmse - model interact effect in regress use basic featur engin techniqu thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project thi mean instant access to a cloud desktop with jupyt notebook and python 3.7 with all the necessari librari pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project model data visual linear scikit-learn measur interact statist regress analysi regress linear regress data-sci machine-learn

scrum team build use game and interact toolsadvancedbi the end of thi project you will have creat a scrum master� toolbox of interact websit and game you can use to improv commun increas cohes and camaraderi and facilit a smoother sprint experience. in everi scrum ceremoni there are opportun to inspir improv teamwork and help your team build profession bond that will make them more effective. scrum should allow develop to doubl their output in half the time as the say goe but solid teamwork is necessari to work efficiently. use onlin tool and includ game will build engag and interest in team member and offer an opportun for the scrum master to step back and observ find weak point and facilit improvements. whether distribut or colloc your team will build strength and effici with the toolbox you will build. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project leadership kanban compil leadership and manag softwar engin scrum softwar develop softwar interact game theori computer-sci design-and-product

run a sparklin trend analysi in googl sheetsbeginnerw have all experienc a moment when take in complex inform where understand crystal when a visual is includ to help convey the data story. sometim thi is an art creat graphic and other time it is a simpl bar chart that help us suddenli grasp the mean of a data set. sparklin are simpl tini chart that offer a quick visual of a data set within a worksheet cell. sparklin are an import tool in an analyst� toolbox to visual analyz data while conduct an exploratori analysi to uncov possibl pattern and quickli grasp trend in a data set. by the end of thi cours you will understand use case for insert sparklin into a spreadsheet and you will be abl to confid creat line bar column and win/loss sparklin chart in ani spreadsheet software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.lin chart euler' totient function lookup tabl spreadsheet softwar run chart spreadsheet data analysi exploratori data analysi trend analysi data-sci data-analysi

motiv gen z learner what parent and teacher need to knowbeginnerth purpos of thi cours is to equip parent and educ with the knowledg of motiv theori and their applic in real-lif contexts. follow the storylin of two children bob and sarah cours particip are present with a varieti of problem scenarios. these depict common motiv issu that the particip can resolv use the motiv principl describ in the course. through the variou session parent and educ will progress build a repertoir of strategi that enabl them to better understand the gen z learner and to enhanc their motiv to learn. cours particip will also have the opportun to check their own understand through quizz and to interact with one anoth through discuss forums. thi cours wa creat with the nation institut of educ at nanyang technolog univers singapore. about nation institut of educ nie as an autonom institut of the nanyang technolog univers the nation institut of educ nie singapor is singapore� nation teacher educ institut and play a key role in the prepar of teacher and in the provis of teacher profession and school leadership develop programmes. it university-bas teacher educ programm leverag the strong partnership with the ministri of educ and singapor school to develop teacher who are ground in theori and strong in practice. as an institut within a world-class research univers nie also offer rigor graduat educ in the form of master and doctor programm for local and intern students.child special educ educ school psycholog educ psycholog gift at-risk school counsel teacher train child care child psycholog social-sci educ

light reflect and post process effectsadvancedwelcom to light reflect and post-process effect the second cours in the uniti certifi 3d artist special from uniti technologies. the cours in thi seri will help you prepar for the uniti certifi 3d artist exam the profession certif for entry- to mid-level uniti artists. 3d artist are critic to the uniti develop pipeline. they are a bridg between the programm write the applic code and the design or art director who defin the application� aesthet and style. in these cours you will be challeng to complet realist art implement task in uniti that are align to the topic cover on the exam. in thi second cours you will continu work on the kitchen configur applic - an app that let user view a realist render of a kitchen and swap out object and materi to custom the design. the scene will realli start to come to life as you add light effect includ ambient light from a custom skybox simul sunlight interior light and realist reflections. final you�ll use unity� post-process stack to add even more polish to the render scene. by the end of the cours you�ll have a scene readi for the next stage ad interact through scripts. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti 3d artist or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi implement 3d art in unity. you should be profici at import asset into uniti from digit content creation dcc tool prototyp scene work with light and ad particl and effects. you should also have a basic understand of 2d asset manag anim and work with scripts. you should have experi in the full product develop lifecycl and understand multi-platform develop includ for xr ar and vr platforms.color space visual effect cube map interior design perform comput anim video game develop product develop v-ray desir computer-sci software-develop

embed softwar and hardwar architectureintermediateembed softwar and hardwar architectur is a first dive into understand embed architectur and write softwar to manipul thi hardware. you will gain experi write low-level firmwar to directli interfac hardwar with highli effici readabl and portabl design practices. we will now transit from the host linux machin where we built and ran code in a simul environ to an integr develop environ where you will build and instal code directli on your arm cortex-m4 microcontroller. cours assign includ write firmwar to interact and configur both the underli arm architectur and the msp432 microcontrol platform. the cours conclud with a project where you will develop a circular buffer data structure. in thi cours you will need the texa instrument launchpad with the msp432 microcontrol in order to complet the assignments. later cours of the special will continu to use thi hardwar tool to develop even more excit firmware.microarchitectur list of arm microarchitectur microprocessor data structur interrupt vector tabl comput architectur architectur embed c central process unit microcontrol physical-science-and-engin electrical-engin

build a rel layout app in android studiobeginnerin thi cours you will build an android app with a rel layout in android studio with the java program languag and will be given an explan of rel layout. thi app ha a piec of text ask the user to "tell me more about yourself". beneath thi is three piec of text with input box next to them. the piec of text say name date of birth and time of birth. while you updat the name input just by type text you will be present with a date picker dialog and a time picker dialog to assist in input the relev date and time. below these input box are two buttons. one to submit the inform enter and one to exit the app. when you press the submit button the text at the top of the screen will chang from "tell me more about yourself" to " name wa born on date at time". the exit button will close the app and the program will rememb the choic made by the user in their previou visit. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesexit system call java program display devic text box android develop user interfac android studio comput program javascript java softwar platform computer-sci mobile-and-web-develop

studi design in epidemiologyintermediatechoos an appropri studi design is a critic decis that can larg determin whether your studi will success answer your research question. a quick look at the content page of a biomed journal or even at the health news section of a news websit is enough to tell you that there are mani differ way to conduct epidemiolog research. in thi cours you will learn about the main epidemiolog studi design includ cross-sect and ecolog studi case-control and cohort studi as well as the more complex nest case-control and case-cohort designs. the final modul is dedic to randomis control trial which is often consid the optim studi design especi in clinic research. you will also develop the skill to identifi strength and limit of the variou studi designs. by the end of thi cours you will be abl to choos the most suitabl studi design consid the research question the avail time and resources.cross-sect data clinic studi design cross-sect studi ecolog studi epidemiolog case seri nest case-control studi case-control studi random control trial cohort studi life-sci public-health

introduct to softwar product managementbeginnerthi cours highlight the import and role of softwar product management. it also provid an overview of the special as well as it goal structur and expectations. the cours explain the valu of process requir plan and monitor in produc better software.project softwar engin product manag leadership and manag softwar agil softwar develop agil manag softwar product manag plan agil manifesto computer-sci design-and-product

learn javascript with zero prior program experienceadvancedabsolut beginn welcome! did you know that program ha one of the highest dropout rate of all undergradu majors? when approach in the wrong way learn javascript can be an incred frustrat process. in thi guid project we�ll draw upon 40 year of research into the best way to introduc new program concept in an enjoy but rapid manner. mani cours with titl like "javascript for beginners" realli mean �javascript for peopl who know other program languag but are beginn at javascript." thi guid project will includ introductori program activ that have been extens research to provid you the best possibl foundat for learn to program use javascript. more importantli it' design to give beginn learner a firm enough foundat in program that they can feel confid creat their own uniqu program from scratch. by the end you'll be write your own program to solv a challeng mysteri use complex javascript loop and conditionals.?-recurs function experi comput program web develop javascript java program prior probabl recurs calibr multipl recurs computer-sci mobile-and-web-develop

creat a student profil in googl docsbeginnerbi the end of thi project you will have creat a student profil in googl doc that will allow you identifi student need and differenti instruction. we will work togeth to learn how to use googl doc as we creat a student profil templat and complet it for a particular student you have in mind. you will be provid with addit resourc that will help improv your teach practic through identif of student need and ensur that the appropri accommod are put in place to support their academ growth. teach is constantli changing. more than ever it is essenti that all teacher have a thorough understand of the differ need present in their classroom. onc each student is more deepli understood learn plan can be creat to ensur that their school year is successful. thi project will further equip you to meet the need of your students. *you will need a free googl account for thi project.phys parent resourc differenti instruct project logic gate teach forget social work plan social-sci educ

handl imbalanc data classif problemsbeginnerin thi 2-hour long project-bas cours on handl imbalanc data classif problem you will learn to understand the busi problem relat we are tri to solv and and understand the dataset. you will also learn how to select best evalu metric for imbalanc dataset and data resampl techniqu like undersampl oversampl and smote befor we use them for model build process. at the end of the cours you will understand and learn how to implement roc curv and adjust probabl threshold to improv select evalu metric of the model. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.prob sampl statist predict model sampl techniqu statist classif oversampl project machin learn evalu model data-sci machine-learn

learn how to learn power mental tool to help you master tough subjectsconversantthi cours give you easi access to the invalu learn techniqu use by expert in art music literatur math scienc sport and mani other disciplines. we�ll learn about the how the brain use two veri differ learn mode and how it encapsul �chunks� information. we�ll also cover illus of learn memori techniqu deal with procrastin and best practic shown by research to be most effect in help you master tough subjects. use these approach no matter what your skill level in topic you would like to master you can chang your think and chang your life. if you�r alreadi an expert thi peep under the mental hood will give you idea for turbocharg success learn includ counter-intuit test-tak tip and insight that will help you make the best use of your time on homework and problem sets. if you�r struggl you�ll see a structur treasur trove of practic techniqu that walk you through what you need to do to get on track. if you�v ever want to becom better at anyth thi cours will help serv as your guide. thi cours can be taken independ of concurr with or prior to it companion cours mindshift. learn how to learn is more learn focus and mindshift is more career focused. to join the fulli translat portugues version of the cours visit https//www.coursera.org/learn/aprend to join the fulli translat spanish version of the cours visit https//www.coursera.org/learn/aprendiendo-a-aprend to join the fulli translat chines version of the cours visit https//www.coursera.org/learn/ruhe-xuexi to join the fulli translat french version of the cours visit http//www.coursera.org/learn/apprendre-comment-apprendrepomodoro techniqu stress procrastin stress manag leadership and manag learn to learn test prepar human learn memori learn how to learn personal-develop personal-develop

write for young reader open the treasur chestadvancedthi cours is for curiou student and aspir author with a passion for write for young readers. particip in a dynam onlin commun of writer as you experi with your own write and develop your voice. thi cours will guid you with a combin of video lectur onlin read peer review and guest appear from world-renown children� authors. as you work through the write exercis you will give and receiv feedback from your peer and gain tool and techniqu for improv your writing. dure thi cours you will identifi stori that matter to you explor cultur signific and boundari and shape your ident as a writer; becom familiar with standard element of narr charact set plot theme languag dialogu point of view; reflect on your own work and practic essenti self-edit skills; see the differ way in which word and art interact and the possibl of longer narr forms; come away with practic insight into publish options; and creat a plan for pursu your enthusiasm for writing. by the end of the cours you will have ten to twelv extract of write that you can develop into a portfolio. join a dynam commun of mani voic from around the world. find inspir in your own voic heart and place so that you can tell the stori for young reader you�v alway want to tell.cr write proofread write thought checklist edit rewrit audienc human learn video edit language-learn learning-english

fundament of modern russian-design npp with vver-1200advancedth goal of the cours is to present the pressur water reactor vver technolog and the modern design of the russian nuclear power plant npp � gener iii+ npp with vver-1200 reactor. the cours describ the featur of npp with vver-1200 reactor. in particular the attent is paid to safeti issu and design features. thi cours is intend for traine who have alreadi complet the basic educ program. all materi of the onlin cours are avail absolut free of charg for everyon and includ the follow video lectur quizz textbook access to the forum to commun with other trainees. to assess the understand of the cours materi by traine through commun with an instructor a fee-bas servic pleas contact �rusatom service� jsc by send a messag to info@rusatomservice.ru pleas indic �e-learning� in the e-mail subject.p versu np problem spent nuclear fuel physic turbin us govern project theori of rel euler' totient function materi safeti nuclear fuel energi physical-science-and-engin physics-and-astronomi

the cycl manag of success art and cultur organizationsbeginnerwhat make a success art and cultur organization? led by devo institut chairman michael m. kaiser and presid brett egan thi cours will introduc you to a manag theori call the cycl which support thrive art and cultur organizations. learn from our work with manag from over 80 countri around the world the devo institut develop the cycl as a simpl but power tool to assist manag in their effort to respond to an increasingli complex environ and propel their institut to excellence. the cycl explain how great art and strong market can creat a famili of support who in turn help the organ produc the revenu requir to support even more great art the next year. the institut ha seen the cycl work in perform and present organ as well as museum art school and other nonprofit endeavor like servic organ histor societi public librari univers program advocaci organ botan garden and zoos. by take thi cours you will learn � the import of bold excit and mission-driven program in an organization; � how long-term artist plan can help an organ produc thi work; � how an organ can aggress market that program and the institut behind it to develop a famili of support - includ ticket buyer board member donor truste and volunteers; � how an organ can cultiv and steward thi famili to build a healthi base of earn and contribut income; and � how an organ can reinvest that incom into increasingli ambiti program year after year. all cours materi is avail upon enrol for self-pac learners. new schedul session begin each month. for more inform about the devo institute' work visit www.devosinstitute.umd.edu.fundrais strategi art leadership and manag thrive plan strateg plan market strategi event manag market arts-and-human music-and-art

implement a patient safeti or qualiti improv project (patient safeti v)intermediatenow that you�v care plan your patient safeti and qualiti improv project the real work can begin. thi cours will introduc student to the uniqu challeng encount when implement maintain and expand a patient safeti and qualiti initiative. student will learn to appli lesson learn from the 4 e model and trip into develop specif aim for their qi project. addit student will develop a plan to address the adapt and technic challeng in their project includ whether their initi need to be submit to an institut review board irb. final student will develop plan to grow their local qi project into a system-wid project.collabor address bar human subject research patient project infect safeti chang manag patient safeti risk manag life-sci healthcare-manag

util linkedin for career searchconversantin thi 2-hour project you will learn how to util linkedin to get a career. when wa the last time you had to look for a job or want to chang careers? if it ha been a long time or even recent thi project is for you! thi project will show you the tool on linkedin for job search and way to leverag your profil for a position. by the end of your time in thi project your profil will be readi and you will be abl to appli for posit with confidence! your time in thi project may help to guid you to a career versu anoth job. to be success in thi project you will need to have an activ free linkedin account. if you need to get a strong start on your account befor join thi project check out the � creat a profil and network on linkedin� on coursera and build your network by take the "strateg build and engag your network on linkedin" on coursera. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.salari recruit benefit project schedul career match unix shell account save busi business-strategi

data scienc in real lifebeginnerhav you ever had the perfect data scienc experience? the data pull went perfectly. there were no merg error or miss data. hypothes were clearli defin prior to analyses. random wa perform for the treatment of interest. the analyt plan wa outlin prior to analysi and follow exactly. the conclus were clear and action decis were obvious. ha that everi happen to you? of cours not. data analysi in real life is messy. how doe one manag a team face real data analyses? in thi one-week cours we contrast the ideal with what happen in real life. by contrast the ideal you will learn key concept that will help you manag real life analyses. thi is a focus cours design to rapidli get you up to speed on do data scienc in real life. our goal wa to make thi as conveni as possibl for you without sacrif ani essenti content. we'v left the technic inform asid so that you can focu on manag your team and move it forward. after complet thi cours you will know how to 1 describ the �perfect� data scienc experi 2. identifi strength and weak in experiment design 3. describ possibl pitfal when pull / assembl data and learn solut for manag data pulls. 4. challeng statist model assumpt and drive feedback to data analyst 5. describ common pitfal in commun data analys 6. get a glimps into a day in the life of a data analysi manager. the cours will be taught at a conceptu level for activ manag of data scientist and statisticians. some key concept be discuss includ 1. experiment design random a/b test 2. causal infer counterfactu 3. strategi for manag data quality. 4. bia and confound 5. contrast machin learn versu classic statist infer cours promo https//www.youtube.com/watch?v=9biymw5wnbi cours cover imag by jonathan gross. creativ common by-nd https//flic.kr/p/q1vudbwrit data manag experiment design version control leadership and manag analysi data analysi experi gener statist hypothesi data-sci data-analysi

advanc busi analyt capstoneadvancedth analyt process is a collect of interrel activ that lead to better decis and to a higher busi performance. the capston of thi special is design with the goal of allow you to experi thi process. the capston project will take you from data to analysi and model and ultim to present of insights. in thi capston project you will analyz the data on financi loan to help with the invest decis of an invest company. you will go through all typic step of a data analyt project includ data understand and cleanup data analysi and present of analyt results. for the first week the goal is to understand the data and prepar the data for analysis. as we discuss in thi special data preprocess and cleanup is often the first step in data analyt projects. needless to say thi step is crucial for the success of thi project. in the second week you will perform some predict analyt task includ classifi loan and predict loss from default loans. you will tri a varieti of tool and techniqu thi week as the predict accuraci of differ tool can vari quit a bit. it is rare the case that the default model produc by asp is the best model possible. therefor it is import for you to tune the differ model in order to improv the performance. begin in the third week we turn our attent to prescript analyt where you will provid some concret suggest on how to alloc invest fund use analyt tool includ cluster and simul base optimization. you will see that alloc fund wise is crucial for the financi return of the invest portfolio. in the last week you are expect to present your analyt result to your clients. sinc you will obtain mani result in your project it is import for you to judici choos what to includ in your presentation. you are also expect to follow the principl we cover in the cours in prepar your presentation.busi intellig busi analysi analysi portfolio financ busi analyt sql miss data data analysi predict analyt analyt data-sci data-analysi

the pronunci of american english projectbeginnerin the final cours of the pronunci of american english special you will complet a final self-reflect project appli what you have learn in the first three cours about conson vowel and the �music� of english. in prepar for the project you will take a post-test review all the sound of english analyz a speech and share your advic on improv pronunci with other learners. onli learner who pay for the cours will be abl to take the grade quizz or submit assign for feedback. the free version provid access to the lectur and practic activ only.project english languag korean languag interest lectur self-reflect vote commun taxicab geometri phonet language-learn learning-english

strategi and sustainabilitybeginnerbusi and environment sustain are not natur bedfellows. busi is about make money. sustain is about protect the planet. busi is measur in month and quarters. sustain often requir signific short term cost to secur a sometim uncertain long-term benefit. to some activist all execut are exploit selfish one percenters. to some execut all activist are irrespons unyield extremists. and yet engag with the issu isn�t option � all busi must have a strategi to deal with sustain and like ani strategi thi involv make choices. thi strategi and sustain cours base on rosenberg' recent publish book by palgrav http//www.palgrave.com/la/book/9781137501738 that encourag learner to filter out the nois and make those choic in a hard-nos and clear-ey way. prof. rosenberg� nuanc and fact-bas point of view recogn the complex of the issu at hand and the strateg choic busi must make. he blend the work of some of the lead academ thinker in the field with practic exampl from a varieti of busi sector and geographi and offer a framework with which senior manag might engag with the topic not just to save the planet but to fulfil their short medium and long-term respons to sharehold and other stakeholders. thi cours promis to be both engag and thought-provok aim at anyon who wish to gain a deeper understand of a subject that is no longer perceiv as a choic but a necess for futur manag and busi leader alike.civil societi consum electron percept busi strategi plan strateg manag strategi line manag u.s. secur and exchang commiss sustain busi business-strategi

use data for geograph map and forecast in sa visual analyticsadvancedin thi cours you learn about the data structur need for geograph map and forecast how to use sa data studio to restructur data for analysi and how to creat geo map and forecast in sa visual analytics.geo 16-bit oper system sensit analysi googl analyt map spss geo uri scheme data analysi forecast busi analyt restructur data-sci data-analysi

manag the organizationadvancedthi cours is intend to help you becom a better manag by help you to more fulli understand and deal with some of the complex and challeng associ with manageri life in organizations. in thi cours you will learn theori principl and framework that will help you to more effect manag and lead the organ that you belong to. we will view organ from differ perspect that we will use as lens to help us highlight common manageri challeng and point us toward solut to those challenges. some of these common challeng that we will explor in thi cours includ use power effect implement organiz chang understand and manag organiz cultur decision-mak includ decision-mak pitfal and ethic trap and leadership. as you learn and appli the principl from thi cours you will be better prepar to navig some of the complex challeng that you face as a manager.organiz cultur leadership organ design organiz structur manag develop ration choic theori leadership and manag cultur chang manag decis make busi leadership-and-manag

industri iot market and securitybeginnerthi cours can also be taken for academ credit as ecea 5385 part of cu boulder� master of scienc in electr engin degree. develop tomorrow' industri infrastructur is a signific challenge. thi cours goe beyond the hype of consum iot to emphas a much greater space for potenti embed system applic and growth the industri internet of thing iiot also known as industri 4.0. cisco� ceo state �iot overal is a $19 trillion market. iiot is a signific subset includ digit oilfield advanc manufactur power grid autom and smart cities�. thi is part 1 of the specialization. the primari object of thi special is to close examin emerg market technolog trend applic and skill requir by engin student or work engin explor career opportun in the iiot space. the structur of the cours is intent wide and shallow we will cover mani topic but will not go extrem deep into ani one topic area therebi provid a broad overview of the immens landscap of iiot. there is one except we will studi secur in some depth as thi is the most import topic for all "internet of things" product development. in thi cours student will learn * what industri 4.0 is and what factor have enabl the iiot * key skill to develop to be employ in the iiot space * what platform are and also market inform on softwar and servic * what the top applic area are exampl includ manufactur and oil & ga * what the top oper system are that are use in iiot deploy * about network and wireless commun protocol use in iiot deploy * about comput security; encrypt techniqu and secur method for insur data integr and authenticationcommun protocol messag authent software-defin network wireless secur market econom hard drive internet of thing cloud comput internet computer-sci design-and-product

program a quantum comput with qiskit - ibm sdkbeginnerin thi 2-hour long guid project you will learn how to write code for an actual quantum comput and execut it in both the simul environ and on the actual quantum device. we will get familiar with the basic of quantum comput and understand their implement in python use the ibm softwar develop kit call qiskit. the cours is a multidisciplinari project for programm comput scienc and physic student and anyon interest in quantum computation. by the end of thi project you will be abl to implement and comprehend a quantum algorithm that outperform it classic variants.qubit python program matric project algorithm softwar engin quantum comput quantum program tailor access oper quantum machin learn computer-sci software-develop

it infrastructur and emerg trendsadvancedtoday organ are either embrac digit technolog to improv their busi or be disrupt by entrant with such capabilities. therefor it is import for manag and execut of all organ to learn about variou technolog and appli them in innov ways. some of the most import trend in inform technolog are in mobil cloud secur and blockchains. thi cours give you an overview of the fundament technic aspect of inform technology. after take thi cours you will be familiar with the basic knowledg of it/i solut need to help with decision-mak in the real world. we will first learn about issu in cloud comput and variou realiz of service-ori computing. we will then discuss the rang of mobil technolog avail to modern enterpris and how these can be use to creat innov busi models. we will look at cybersecur threat that organ need to be awar of and learn about the variou defens mechan avail to them. final we will talk about the innov that emerg technolog like blockchain can bring about. use thi knowledg of variou technolog it manag can better overcom technic challeng evalu tradeoff unlock new revenu stream and implement chang in the organization� inform system capabilities.sap erp qr code inform secur inform technolog secur thin client cloud comput internet of thing blockchain process information-technolog secur

cloud comput applic part 1 cloud system and infrastructureadvancedwelcom to the cloud comput applic cours the first part of a two-cours seri design to give you a comprehens view on the world of cloud comput and big data! in thi first cours we cover a multitud of technolog that compris the modern concept of cloud computing. cloud comput is an inform technolog revolut that ha just start to impact mani enterpris comput system in major way and it will chang the face of comput in the year to come. we start the first week by introduc some major concept in cloud comput the econom foundat of it and we introduc the concept of big data. we also cover the concept of softwar defin architectur and how virtual result in cloud infrastructur and how cloud servic provid organ their offerings. in week two we cover virtual and contain with deeper focu includ lectur on docker jvm and kubernates. we finish up week two by compar the infrastructur as a servic offer by the big three amazon googl and microsoft. week three move to higher level of cloud offer includ platform as a servic mobil backend as a servic and even serverless architectures. we also talk about some of the cloud middlewar technolog that are fundament to cloud base applic such as rpc and rest json and load balancing. week three also cover metal as a servic maa where physic machin are provis in a cloud environment. week four introduc higher level cloud servic with special focu on cloud storag services. we introduc hive hdf and ceph as pure big data storag and file system and move on to cloud object storag system virtual hard drive and virtual archiv storag options. as discuss on dropbox cloud solut wrap up week 4 and the course.softwar as a servic cloud storag cloud applic kubernet infrastructur as a servic cloud comput platform as a servic distribut comput cloud infrastructur softwar computer-sci computer-security-and-network

logist regress in r for public healthadvancedwelcom to logist regress in r for public health! whi logist regress for public health rather than just logist regression? well there are some particular consider for everi data set and public health data set have particular featur that need special attention. in a word they'r messy. like the other in the seri thi is a hands-on cours give you plenti of practic with r on real-lif messi data with predict who ha diabet from a set of patient characterist as the work exampl for thi course. addit the interpret of the output from the regress model can differ depend on the perspect that you take and public health doesn�t just take the perspect of an individu patient but must also consid the popul angle. that said much of what is cover in thi cours is true for logist regress when appli to ani data set so you will be abl to appli the principl of thi cours to logist regress more broadli too. by the end of thi cours you will be abl to explain when it is valid to use logist regress defin odd and odd ratio run simpl and multipl logist regress analysi in r and interpret the output evalu the model assumpt for multipl logist regress in r describ and compar some common way to choos a multipl regress model thi cours build on skill such as hypothesi test p valu and how to use r which are cover in the first two cours of the statist for public health specialisation. if you are unfamiliar with these skill we suggest you review statist think for public health and linear regress for public health befor begin thi course. if you are alreadi familiar with these skill we are confid that you will enjoy further your knowledg and skill in statist for public health logist regress for public health. we hope you enjoy the course!odd analysi suppli chain odd ratio regress analysi r program gener statist regress public health logist regress life-sci public-health

six sigma and the organ (advanced)advancedthi cours is for you if you are look to dive deeper into six sigma or strengthen and expand your knowledg of the basic compon of green belt level of six sigma and lean. six sigma skill are wide sought by employ both nation and internationally. these skill have been proven to help improv busi process and performance. thi cours will introduc you to the purpos of six sigma and it valu to an organization. you will learn about the basic principl of six sigma and lean. your instructor will introduc you to and have you appli some of the tool and metric that are critic compon of six sigma. thi cours will provid you with the basic knowledg of the principl role and respons of six sigma and lean. everi modul will includ read video and a quiz to help make sure you understand the materi and concept that are studied. you will also have the opportun to particip in discuss and peer review exercis to give you the opportun to appli the materi to your daili life. registr includ onlin access to cours content project and resourc but doe not includ the companion text the certifi six sigma green belt handbook 2nd edition. the companion text is not requir to complet the assignments. howev the text is a recogn handbook use by profession in the field. also it is a highly-recommend text for those wish to move forward in six sigma and eventu gain certif from profession agenc such as american societi for qualiti asq.green belt trigonometr integr project lean six sigma process improv project manag process six sigma six sigma green belt leadership and manag busi leadership-and-manag

manag adhd autism learn disabl and concuss in schoolbeginnerwelcom to our next cours in the school health special manag adhd autism learn disabl and concuss in school. in thi cours you will about the most common development and behavior disord affect children such as adhd autism spectrum disord learn disord and concussions. we will focu on how school can support children by recogn common symptom and understand the diagnosi process. you�ll be introduc to scenario that provid firsthand clinician experi work with children with adhd. we will walk through manag option for the most common development and behavior disorders. next we�ll go through two interview modul that discuss autism and learn disorders. final we�ll discuss what concuss are symptom and manag prepar yourself to learn about the most common develop and behavior disord affect children.attent symptom autism spectrum leadership and manag autism spectrum disord attent deficit hyperact disord concuss govern budget balanc autism child life-sci patient-car

busi case analysisadvancedth capston project is the culmin of your journey through the busi english for non-n speaker specialization. it is aim at appli the written and spoken skill that you have gain to an authent busi situation. you will be abl to choos a busi case provid by hkust or use an exampl from your own work experi and 1 prepar an onlin video present approx. � hour that analys the case and provid recommend and 2 prepar a busi recommend report to coincid with the present approx. 2 000 words. the report should includ an execut summari analys of the case and recommendations.situ analysi academ write hanyu shuip kaoshi essay write english languag analysi interpret note write secondari sourc interpret discuss language-learn learning-english

understand 9/11 whi 9/11 happen & how terror affect our world todayintermediatethi cours will explor the forc that led to the 9/11 attack and the polici the unit state adopt in response. we will examin the phenomenon of modern terror the develop of the al qai'da ideolog and the process by which individu radic toward violence.terror intern relat law causal histori analysi islamophobia violenc counter-terror intern law social-sci governance-and-societi

financi account fundamentalsbeginnerthi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti will teach you the tool you'll need to understand the fundament of financi accounting. concis video the financi record of a small busi and "your turn" activ guid you through the three most commonli use financi statement the balanc sheet the incom statement and the statement of cash flows. beyond record transact you'll learn how to prepar these financi statement and read and analyz them to draw basic conclus about a company' financi health. by the end of thi cours you will be abl to - use journal entri to record transact - prepar and use t-account to summar transact record dure an account period - describ the three most commonli use financi statement and how they fit togeth - prepar these financi statement base on transact record dure an account period - draw basic conclus about a company' financi healthfin cash flow statement balanc sheet incom statement flow network incom financi account account cash flow financi statement busi business-essenti

cryptographi boolean function and relat problemsadvancedth cours invit you to learn more about cryptography; you'll learn some import math which stand behind the cipher and defin how resist the particular cipher will be to differ type of attacks. the key topic cover in the cours * how cryptographi develop in russia and in the soviet union includ the fact which use to be top secret until veri recent times; * boolean function and s-box and how the resist of a cipher depend on a cryptograph properti of a boolean function; * method of cryptanalysi * some special and most intrigu type of cryptograph boolean function bent function and apn-funct almost perfect nonlinear function * ai and ml for cryptography. welcom to the cours and enjoy your learning!euler' totient function cryptographi quantum key distribut heurist cipher side-channel attack cryptanalysi bent function permut tailor access oper information-technolog secur

religion and societi in chinaintermediatethi cours provid an introduct to the studi of the histori major teach and practic of the major chines religion and spiritu practic and is deign to give conceptu tool to appreci divers religi practic in east. it cover the develop of buddhism daoism confucian and wide rang of popular and local religions. from histor perspect we will also explor the develop of key theolog religi and philosoph doctrin as well as associ practices. an effort will be made to spend time on each tradit accord to it import to asia as a whole. we will explor the role of religion in polit and social relat in east and south south east asia and china in particular and will analyz the origin central teach divis and branch ritual and practic influenc on cultur and respons to modern challeng for each tradition. the emphasi throughout the cours is on the hermeneut difficulti attend upon the studi of religion in gener and asian religion in particular. we will explor new asian religion as dynam ongo forc in the live of individu and in the collect experi of modern societies. do you have technic problems? write to us coursera@hse.ruprincipl art histori philosophi histori doctrin religion chines languag immort cultur mytholog arts-and-human histori

geometr algorithmsadvancedcours inform in mani area of comput scienc such as robot comput graphic virtual realiti and geograph inform system it is necessari to store analyz and creat or manipul spatial data. thi cours deal with the algorithm aspect of these task we studi techniqu and concept need for the design and analysi of geometr algorithm and data structures. each techniqu and concept will be illustr on the basi of a problem aris in one of the applic area mention above. goal at the end of thi cours particip should be abl - to decid which algorithm or data structur to use in order to solv a given basic geometr problem - to analyz new problem and come up with their own effici solut use concept and techniqu from the course. prerequisit in order to success take thi cours you should alreadi have a basic knowledg of algorithm and mathematics. here' a short list of what you are suppos to know - o-not ?-notat ?-notation; how to analyz algorithm - basic calculu manipul summat solv recurr work with logarithm etc. - basic probabl theori event probabl distribut random variabl expect valu etc. - basic data structur link list binari search tree etc. - graph terminolog - program skill for practic assign most of the materi in thi cours is base on the follow book m. de berg o. cheong m. van kreveld and m. overmars. comput geometri algorithm and applic 3rd edition. springer-verlag 2008. it is not mandatori to buy thi book. howev if particip want to know more than is offer in thi cours or want to have anoth look at the materi discuss in the lectur we recommend buy thi book. the video lectur contain a few veri minor mistakes. a list of these mistak can be found under resources. if you think you found an error report a problem by click the squar flag at the bottom of the lectur or quiz where you found the error.rang search algorithm nielsen rate line segment intersect sweep line algorithm orthogon line segment rang tree geometr algorithm number spreadsheet computer-sci algorithm

game sensor and mediaadvancedy will learn to make fluid digit interact experi that are suitabl for game and use the advanc sensor hardwar built into the iphon and ipad. thi includ draw 2d graphic play sound and music integr with game center the io physic engin and detect devic orient and location. upon complet thi cours you will be abl to 1. use the revers geocod servic to convert latitud and longitud to locat name 2. implement geofenc to make an app effici monitor an io device� locat 3. leverag the power of acceleromet magnetomet and gyroscop to orient a devic in physic space 4. creat an app that respond to ambient light level by use screen bright as a proxi 5. play sound effect and other media as audio 6. make a game like pong 7. make a game like breakout 8. manipul graphic in a game environ 9. use the physic engin to creat realist game world 10. react to multi-touch event for complex interact design 11. detect and respond to collis and contact effici 12. chain complex sequenc of action anim and sound with precis 13. anim multi-fram sprite 14. creat particl system to simul fire smoke and magic and more! 15. interfac with game center to creat leaderboard and achiev that can be share through social networkstrack io develop order pair physic multi-touch social network physic engin ibeacon particl system swift program computer-sci software-develop

challeng forens scienc how scienc should speak to courtbeginnerth aim of thi cours is to promot critic think with regard to forens science. today in gener most peopl are dazzl by the technic possibl offer by forens science. they somewhat live in the illus that forens evid is fool proof and bring factual find with 100% certainty. thi cours � given by specialist in the field � goe beyond the convent imag that is promot through tv seri such as csi. it alert without alarm the public on the limit of the techniqu in order to promot a sound administr of forens scienc in the crimin justic system.� it allow particip to understand the import of probabilist reason in forens scienc becaus uncertainti is a constitut part of forens science. the cours is construct as a seri of caus c�l�bre that could or have led to miscarriag of justice. some of these case have been part of case review carri out at the school of crimin justic of the univers of lausanne.crim fingerprint proposit dna profil law forens dna speech forens scienc crime scene social-sci law

project manag creat the preced network diagrambeginnerin thi guid project you will learn how to build a preced network diagram. you will start with a wb see guid project creat a wb for how to creat one and decompos the work packag lowest element in the wb into the necessari activities. you will order the activ base on the logic of the work and decid which can be done in parallel and which have to be done in sequenc becaus of dependencies. you will consid the differ type of task relationship and use them as necessary. you will do the task we are use task and activ interchang definit in googl doc and the gener of the network and task relationship in schedul tool we will use an open sourc tool project libr but the concept can be use with ani other tools. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.jpeg work breakdown structur schedul logic leadership and manag gener averag open sourc decomposit project busi business-essenti

project write a research paperadvancedwelcom to the capston project for the academ english write specialization! thi project let you appli everyth you�v learn and give you the practic you need for colleg class by have you write a research paper. you'll have sever due date throughout the capston to help you stay on schedule. in thi capston project you will - conduct research on an academ topic of your choic - creat an outlin to plan out your essay - write a short annot bibliographi to help you evalu your sourc - write a 7-8 page research paper - use sourc materi correctli with mla formatgratitud english languag academ write write psycholog essay write english grammar present first draft of a report on the edvac grammar language-learn learning-english

wind energyintermediatehow tall is a modern wind turbin and how can it possibl gener power from the wind? thi cours give an overview of key aspect in wind energi engineering. whether you are look for gener insight in thi green technolog or your ambit is to pursu a career in wind energi engin 'wind energy' is an excel start point. expert locat in the wind pioneer countri of denmark will take you on a tour through the most fundament disciplin of wind energi research such as wind measur and resourc assess aerodynam wind turbin technolog structur mechan materi financi and electr systems. you will gain a ration understand of wind energi engin and through hands-on exercis you will learn to perform wind energi calcul base on simpl models. work with the differ cours disciplin will give you a tast of what wind energi engin is all about. thi allow you to identifi the most interest or relev aspect of wind energi engin to be pursu in your futur studi or in your profession career. view our video https//youtu.be/he4uwtghxri for other profession cours in wind energi engin visit our websit at www.wem.dtu.dkwind energi econom energi engin farm materi turbin us govern project wind farm design energi wind energi engin wind power physical-science-and-engin mechanical-engin

enterpris systemsbeginnerthi cours provid you with an understand of what enterpris system also commonli term as enterpris resourc plan system erp are. after learn about what these system are we would touch upon whi these system are use to compani through which you would get to see the variou job and posit that are associ with the use and deploy of erps. in thi cours you would also develop an appreci of the manageri aspect relat to the select and implement of erps. specif we would touch on the import point to consid when shortlist and purchas an erp the approach taken in erp implement and chang manag techniqu to util when an organ is undergo erp implementation. at the end of thi class you will be endow with practic knowledg that would help you to address real world busi problem associ with erp usag and implementation.resourc plan enterpris system leadership and manag sap erp enterpris resourc plan chang manag erp softwar plan resourc softwar information-technolog support-and-oper

the merkl tree and cryptocurrenciesbeginnerappli what you have learn about cryptographi and hash in previou blockchain to the merkl tree which underli the process of ad new block � repres new transact � to the blockchain. thi cours also introduc the concept of proof of work and proof of stake which play an import part in ensur the integr of the blockchain. thi cours requir the purchas of two book for the complet of assign drescher d. 2017. blockchain basic a non-techn introduct in 25 steps. isbn-13 978-1484226032 antonoupoulo a. m. 2017. the internet of money volum two. isbn-13 978-1947910065cryptocurr proof-of-stak hash function puzzl hash encrypt blockchain balanc game design order pair proof-of-work system computer-sci algorithm

creat a debt-reduc worksheet in googl sheetsconversantdur thi project we will be work togeth to creat a debt reduc worksheet in googl sheets. you will learn how to creat formula to includ interest rate on multipl debt item and show the timelin it will take to payoff debts. thi is a great tool to use if you have plan to purchas a home in the futur and want to make sure you are debt free with good to excel credit. or if you are just look to reduc debt. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.interest spreadsheet debt averag row chart process worksheet project process improv busi business-strategi

the busi of product manag iadvancedsponsor by amazon web servic aws. learn real-world pm lesson from amazon intuit procter and gambl barn and nobl whole food googl mint mobil juicero twitter tesla dropbox eventbrit blue samson coffe meet bagel mixpanel and more! featur nanci wang head of data protect servic amazon web services; founder and ceo advanc women in product; wayn duso vice presid for edg comput file servic and data servic amazon web services; arum kang co-found & ceo coffe meet bagel; and amir movafaghi ceo mixpanel; former global head of busi of oper twitter.market segment persona user experi go to market product/market fit product market leadership and manag b2b sale product manag product strategi custom experi busi leadership-and-manag

introduct to systemat review and meta-analysisbeginnerw will introduc method to perform systemat review and meta-analysi of clinic trials. we will cover how to formul an answer research question defin inclus and exclus criteria search for the evid extract data assess the risk of bia in clinic trial and perform a meta-analysis. upon success complet thi cours particip will be abl to - describ the step in conduct a systemat review - develop an answer question use the �particip intervent comparison outcomes� pico framework - describ the process use to collect and extract data from report of clinic trial - describ method to critic assess the risk of bia of clinic trial - describ and interpret the result of meta-analysespref report item for systemat review and meta-analys systemat clinic research bia gener statist risk research method analysi meta-analysi strategi life-sci research

firearm purchas licens teach-out the background check polici not enough peopl are talk aboutbeginnerth best avail evid show that comprehens background check by themselv are insuffici at reduc gun violenc but strong bodi of research demonstr that state with comprehens background check coupl with firearm purchas licens or permit-to-purchas law have significantli fewer firearm-involv homicid fatal mass shoot and suicides. addit public opinion poll research consist find that 75% or more of u.s. adult support firearm purchas licens law and 60% or more of gun owner support these policies. thi teach-out event includ a gener overview of firearm licens polici and evid of their effect as well as materi on the social context of licens includ public opinion poll and differ across geograph area and groups. over the next four week you are invit to join us as we explor thi topic togeth through brief lesson weekli discuss and call-to-act activ for you to undertak in your own community. we would also like to acknowledg our funder the john hopkin center for teach and learn and the david and lucil packard foundation. without their gener contribut thi teach-out would not be possibl and we are so veri grate for their support.health law crimin justic fire safeti public health administr support fundrais opinion public opinion law medicin social-sci governance-and-societi

how thing work an introduct to physicsbeginneran introduct to physic in the context of everyday objects.mechan engin energi angular torqu physic critic think market manipul analysi experi astronomi physical-science-and-engin physics-and-astronomi

javascript jqueri and jsonadvancedin thi cours we'll look at the javascript languag and how it support the object-ori pattern with a focu on the uniqu aspect of how javascript approach oo. we'll explor a brief introduct to the jqueri librari which is wide use to do in-brows manipul of the document object model dom and event handling. you'll also learn more about javascript object notat json which is commonli use as a syntax to exchang data between code run on the server i.e. in php and code run in the browser javascript/jquery. it is assum that learner have alreadi taken the build web applic and build databas applic in php cours in thi specialization.django web framework web mysql jqueri json web applic php html javascript document object model computer-sci mobile-and-web-develop

sentiment analysi with deep learn use bertbeginnerin thi 2-hour long project you will learn how to analyz a dataset for sentiment analysis. you will learn how to read in a pytorch bert model and adjust the architectur for multi-class classification. you will learn how to adjust an optim and schedul for ideal train and performance. in fine-tun thi model you will learn how to design a train and evalu loop to monitor model perform as it train includ save and load models. final you will build a sentiment analysi model that leverag bert' large-scal languag knowledge. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.deep learn sentiment analysi lexic analysi artifici neural network natur languag process machin learn pytorch valid set statist infer analysi data-sci machine-learn

data analysi and represent select and iterationintermediatethi cours is the second cours in the special explor both comput think and begin c programming. rather than tri to defin comput think we�ll just say it� a problem-solv process that includ lot of differ components. most peopl have a better understand of what begin c program means! thi cours assum you have the prerequisit knowledg from the previou cours in the specialization. you should make sure you have that knowledg either by take that previou cours or from person experi befor tackl thi course. the requir prerequisit knowledg is list below. prerequisit comput think knowledg algorithm and procedur data collect prerequisit c knowledg data type variabl constant and stem comput throughout thi cours you'll learn about data analysi and data represent which are comput think techniqu that help us understand what set of data have to tell us. for the program topic you'll continu build on your c knowledg by implement select which let us decid which code to execut and iter or loop which let us repeat chunk of code multipl times. modul 1 learn about some common statist we can calcul as we analyz set of data modul 2 discov how we make decis in our code modul 3 explor the variou way we can repres set of data modul 4 use iter loop to repeat action in your codewhil loop comput program consol applic c program type variabl comput think 2.5d switch iter c++ computer-sci software-develop

medic cannabi for pain controlintermediatecannabi is a group of flower plant that ha been long use for industri recreat and medic purposes. when relat to it medic use the term "medic cannabis" or "medic marijuana" ha becom prevalent. in thi cours we will use the term "medic cannabis". nowaday medic cannabi involv multipl medic disciplin such as neurosci pain pharmacolog oncolog psychiatri and more. moreov it ha cultur agricultur and social legal and polit implications. thi cours will give you a solid ground to understand the whole picture. by complet thi cours you will gain a broad understand and knowledg base relat to medic use of cannabi for pain control. you will be expos to a wide rang of topic such as histor use of cannabi in ancient time botan aspect of the plant and potenti benefit and risk associ with it medic use to both individu and society.stress cannabinoid cannabinoid pain manag medic cannabi neuropath pain endocannabinoid system cancer pain cancer herbal life-sci patient-car

clinic terminolog for intern and u.s. studentsbeginnerunderstand the clinic term and abbrevi commonli use dure verbal or written commun in u.s. hospit is challenging. thi cours is design for u.s. health care profess student and for intern student and practition who want to becom more familiar with the languag of the u.s. clinic setting. other such as caregiv and medic interpret who wish to develop a better understand of term and abbrevi use by health care provid will find thi cours helpful. the cours provid visual and auditori learn experi to enhanc the understand of term and abbrevi commonli encount on a gener u.s. hospit unit. all content includ quizz are avail at no cost to the learner. if you need a certif you can appli for financi aid or pay the fee. to find out more click learn more and appli next to the inform about financi aid. use a comput not a mobil devic for thi step.commun medic terminolog digit signatur vital sign languag medic devic medic devic english languag clinic experi experi life-sci patient-car

precalculu period functionsconversantthi cours help to build the foundat materi to use mathemat as a tool to model understand and interpret the world around us. thi is done through studi function their properti and applic to data analysis. concept of precalculu provid the set of tool for the begin student to begin their scientif career prepar them for futur scienc and calculu courses. thi cours is design for all student not just those interest in further mathemat courses. student interest in the natur scienc comput scienc psycholog sociolog or similar will genuin benefit from thi introductori cours appli the skill learn to their disciplin to analyz and interpret their subject material. student will be present with not onli new idea but also new applic of an old subject. real-lif data exercis set and regular assess help to motiv and reinforc the content in thi cours lead to learn and mastery.period function graph divis by zero euler' totient function function of sever real variabl measur equat solv mathemat model number spreadsheet algebra oper math-and-log math-and-log

creat a coin pick-up and spend mechan in unityadvancedin thi two-hour project-bas cours you'll learn how to creat a currenc pick-up mechan for your game. we'll cover creat a simpl heads-up display set up collect coin and purchas gameobject and write c# script to manag the player' on-go balance. pleas note thi guid project doe not cover in-appl purchas �iap� which involv real money; it cover in-gam money only. the guid project will introduc you to the follow uniti concept - particl effect - prefab - collid trigger - canva text imag - code techniqu such as ui manipul action and subscrib to event thi project make use of the poly-castl project creat in creat keyboard movement mechan with c# in unity. it is a complimentari cours to thi guid project and although not a prerequisit is recommend for a more well-round understand of the concept present herein..properti head-up display project write ration door leadership and manag coin virtual world display devic particl system computer-sci software-develop

posit element on a page with cssbeginnerin thi intermediate-level cours you will explor how css cascad stylesheet can be use to control the posit of object on your web page. you will learn to wrap text around an imag and creat a horizont menu bar of link use css. use the notepad++ editor you will updat an intern stylesheet with the css rule that control block of content. the chrome browser is use to display the page to test the result of your work. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.surround sound css flex box layout display devic css menu bar web page .properti web html intern computer-sci mobile-and-web-develop

cluster analysi in data miningadvanceddiscov the basic concept of cluster analysi and then studi a set of typic cluster methodolog algorithm and applications. thi includ partit method such as k-mean hierarch method such as birch and density-bas method such as dbscan/optics. moreov learn method for cluster valid and evalu of cluster quality. final see exampl of cluster analysi in applications.analysi measur cluster analysi data cluster algorithm data mine dbscan algorithm data visual hierarch cluster similar measur data-sci data-analysi

art and heritag managementbeginnertoday cultur institut are face import dilemma in mani aspect of their management. over the past decad a new figur ha emerg that of the art manager. imagin you went to work everi day to connect artist with audienc vision with realiti and money with a mission. that is what manag in the art do they play an essenti role in transform the mind live and commun through creativ expression. \t thi cours ha been conceptu to address the need of skill and techniqu to help profession and manag in run art and cultur institutions. learn object there are three object to thi course. first we will approach the biggest issu cultur institut face the coexist of manag and curat and give evid as to when how and whi they can get along. second we will focu on some contemporari facet on what is mean to manag a cultur institut and what cultur manag should expect and be abl to face. and lastli we will provid model and tool to design and implement appropri cours of action to satisfi custom visitor and audienc and build an advantag over the competition. cours structur the cours is divid into six sections. five section are dedic to specif aspect and theme of manag cultur institut while the sixth section is dedic to individu interview of promin cultur institut manag on specif topics. the involv of profession and manag give an incred valu to the learn experi of thi course. each modul is pair with a�quiz�and discuss forum to reflect on the varieti of the heritag manag it complex and the power of the network that we will build togeth dure the course. success complet of the quizz is requir for a cours certif as explain in the grade polici page. if you love art and want to make an impact in thi uniqu and fantast sector thi cours will support you in understand the peculiar of thi sector and how to leverag on it tool to make a bigger impact. look forward to meet you online! acknowledg vatican museums�www.museivaticani.va cenacolo vinciano� www.beniculturali.it/mibac/export/mibac/sito-mibac/contenuti/mibacunif/eventi/visualizzaasset.html1283837989.html ita fai fondo ambient italiano�eng.fondoambiente.it muve fondazion musei civici venezia�www.visitmuve.it the nation trust�www.nationaltrust.org.uk the archeolog site of paestum�www.museopaestum.beniculturali.it whc.unesco.org/en/list/842 museo dell'opera del duomo florence�www.museumflorence.com museo del violino�www.museodelviolino.org disclaim - sinc some of the video are conduct with those whose nativ languag is not english we have decid to sometim preserv their more emphat speech to keep a tighter match between the audio and subtitles.custom relationship manag brand loyalti servic manag brand ident market art market econom commun brand leadership and manag busi market

sale train build your sale careeradvancedwheth you'r think about a career in sale just get start at your new sale job or manag entri level sale peopl thi cours will provid you a valuabl perspect on your sale career. you'll start out the cours with an overview of what it take to be success in sales. it might surpris you. you'll learn whi most peopl have it all wrong about sales! the follow five lesson will cover the inbound sale methodolog a framework use by thousand of sale profession to get start in sales. you'll learn the differ between activ and passiv buyer and how to build relationship and earn their attention. you'll learn whi understand the buyer' context is imper provid them solutions. in thi cours you'll gain the fundament knowledg requir to be success in sales. by invest your time in sale train you'r alreadi ahead of the curve.sal present inbound sale career strategi insid sale sale strategi sale present custom servic train train busi business-essenti

leverag mention and thread in slackbeginnerbi the end of thi project you will learn how to optim organiz commun with slack a busi commun platform. you will use your slack workspac to reduc nois and interfer to effect commun while organ discuss and boost your team� productivity. to do thi you will work in the slack app on your rhyme virtual machin and use your current slack workspac or set up a sampl workspac under slack� free plan so that you can gain hands-on experi notifi member that someth need their attent by use mentions. you will then learn how to view messag in which you were mentioned. when view your mention you will filter organ priorit creat shortcut set remind pin share and respond to them. you will then appli the skill you gain handl mention to commun in threads. to do thi you will learn how to creat thread and use them in conjunct with mention to work asynchron with your team by tie your feedback to specif messag or file organ convers and flag meaning item and encourag open discuss without distract other by post in a channel� regular announcements. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.organiz commun organ manag technic support workspac plan project busi commun util commun messag busi business-strategi

introduct to physic chemistryintermediatechem reaction underpin the product of pretti much everyth in our modern world. but what is the drive forc behind reactions? whi do some reaction occur over geolog time scale whilst other are so fast that we need femtosecond-puls laser to studi them? ultim what is go on at the atom level? discov the answer to such fundament question and more on thi cours in introductori physic chemistry. the cours cover the key concept of three of the princip topic in first-year undergradu physic chemistri thermodynam kinet and quantum mechanics. these three topic cover whether or not reaction occur how fast they go and what is actual go on at the sub-atom scale.quantum number energi level hydrogen augment assign geolog energi chemistri comput chemistri chemic engin tailor access oper physical-science-and-engin chemistri

survey data collect and analyt project (capstone)advancedth capston project offer qualifi learner to the opportun to appli their knowledg by analyz and compar multipl data sourc on the same topic. student will develop a research question access and analyz relev data and critic examin the qualiti of each data source. at the complet of thi capston student will have demonstr hands-on data analysi capabl evalu the qualiti of differ data sourc use the total survey error approach involv at least some of the follow compar weight non-prob sampl to data collect from probabl sampl use sampl techniqu to correct for coverag error and track and assess the eas of use an onlin questionnair that you implement.simpl random sampl exercis respond data analysi analysi sampl statist estim evalu miss data spss life-sci psycholog

conflict transformationintermediatethi cours introduc you to the concept of conflict transform and how it differ from conflict resolut manag and prevention. we�ll see how conflict offer opportun for construct chang and we'll explor differ tool and method for engag conflict constructively. regardless of your familiar with the topic you'll get insight tip portabl handout live demonstr and person assign to bridg and enhanc your own knowledg and histori within the conflict narrative. in ani area of your life you'll benefit from the practic techniqu and transfer inform offer throughout thi five-week journey.arbitr coach psycholog life coach narr therapi activ listen neuro-linguist program psycholog of self conflict resolut coach psycholog busi business-essenti

evalu the qualiti of healthcar deliveryintermediatein thi cours you will have the opportun to learn about the great progress that ha been made in measur and evalu qualiti of care. we will discuss key concept and methods. you will also learn about how to use websit for compar the qualiti of healthcar providers. the cours content is intend for a wide rang of particip � for exampl peopl who have a gener interest in qualiti of care consum seek inform about how to choos a provid for themselv or famili member or leader of busi organ who are respons for employe health insur benefit and network of providers. by the end of thi cours the learner should be abl to 1. explain key develop regard how qualiti of care is measur and evalu in the us. 2. articul basic framework for evalu qualiti of outcom of care includ type of and criteria for select qualiti measur for evalu and compar providers. 3. discuss scientif issu and challeng for evalu qualiti of care and method for address these challenges. 4. identifi and appli resourc and tool for compar the qualiti of care of providers.pati case mix healthcar manag reput confus opinion fear methodolog evalu physician life-sci healthcare-manag

financi account foundationsintermediatein thi cours you will learn foundat of financi account information. you will start your journey with a gener overview of what financi account inform is and the main financi statements. you will then learn how to code financi transact in financi account language. in the meantim you will learn about the most import concept in contemporari financi account accrual accounting. you will then critic analyz how firm recogn revenues. final you will finish the cours with an analysi of account for short-term asset where you will go into detail on how firm account for account receiv and inventories. upon success complet of thi cours you will be abl to �\tunderstand main financi statement and the financi inform they provid �\twrite a financi transact in financi account languag and understand how thi impact main financi statement �\tunderstand how accrual account and fundament account concept work �\tunderstand revenu recognit principl and how they impact main financi statement �\taccount for account receiv and inventories. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.financi statement accrual incom financi account incom statement basi of account account balanc sheet inventori financ busi financ

build data analysi tool use r and dplyradvancedin thi 2-hour long project-bas cours you will learn one of the most power data analysi tool of the expert the dplyr package. by learn the six main verb of the packag filter select group by summar mutat and arrang you will have the knowledg and tool to complet your next data analysi project or data transformation. by the end of thi project you will be abl to use the six main dplyr verb understand the dplyr packag and it capabl get hands-on practic use r and dplyr function thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project thi mean instant access to a cloud desktop with r and the appropri packag installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.matlab machin learn summari statist data analysi comput program gener statist euler' totient function analysi r program analyt data-sci data-analysi

blockchain transform of financi servicesbeginnerth current global financi system is riddl with ineffici uneven develop and bizarr contradictions. blockchain technolog ha the potenti to bring about profound chang to financi services. in thi cours you will learn how blockchain technolog will disrupt the core function of the financi servic industri offer individu and organ alik real choic in how they creat and manag value.financi system global financi system double-entri bookkeep system stewardship payment system innov blockchain financi servic global fintech computer-sci computer-security-and-network

scienc of train young athlet part 2intermediatein thi cours you will learn how to design the type of train that take advantag of the plastic natur of the athlete� bodi so you mold the right phenotyp for a sport. we explor way the muscular system can be design to gener higher forc and power and the type of train need to mold the athlete' physic capac so it meet the energi and biochem demand of the sport. we also examin the cost of plastic when it is carri beyond the abil of the bodi to adjust itself to meet the impos train stresses. the cost of overextend plastic come in the form injuri and chronic fatigue. in essenc a coach can push the athlete� bodi too far and it can fail. upon complet of thi cours you will be abl to assembl a scientif sound annual train plan.sport train heart rate perform order pair plan adapt exercis homeostasi coach personal-develop personal-develop

hybrid cloud multi-clust with anthosconversantthi on-demand cours equip student to understand configur and maintain multi-clust kubernet infrastructur use antho gke and istio-bas servic mesh whether deploy with antho on googl cloud or with antho deploy on vmware.repurchas agreement workload cloud comput oper manag sourc certif author root certif data cluster algorithm leadership and manag servic discoveri information-technolog cloud-comput

digit product manag modern fundamentalsbeginnernot so long ago the job of product manag wa about assess market data creat requir and manag the hand-off to sales/marketing. mayb you�d talk to a custom somewher in there and they�d tell you what featur they wanted. but compani that manag product that way are dying. be a product person today is a new game and product manag are at the center of it. today particularli if your product is mostli digit you might updat it sever time a day. massiv trove of data are avail for make decis and at the same time deep insight into custom motiv and experi are more import than ever. the job of the modern product manag is to charter a direct and creat a success work environ for all the actor involv in product success. it� not a simpl job or an easi job but it is a meaning job where you�ll be learn all the time. thi cours will help you along your learn journey and prepar you with the skill and perspect you need to creat the action focu to success manag your product week 1 focu your work use modern product manag method week 2 manag new product and explor new product idea week 3 manag and amplifi exist product week 4 thi cours is ideal for current product or gener manag interest in today' modern product manag methods. thi cours wa develop with the gener support of the batten institut at uva� darden school of business. the batten institute� mission is to improv the world through entrepreneurship and innov www.batteninstitute.org.lean startup leadership and manag product manag strategi product strategi minimum viabl product plan agil manag product plan product/market fit busi leadership-and-manag

abstract problem decomposit and functionsadvancedthi cours is the third cours in the special explor both comput think and begin c programming. rather than tri to defin comput think we�ll just say it� a problem-solv process that includ lot of differ components. most peopl have a better understand of what begin c program means! thi cours assum you have the prerequisit knowledg from the previou two cours in the specialization. you should make sure you have that knowledg either by take those previou cours or from person experi befor tackl thi course. the requir prerequisit knowledg is list below. prerequisit comput think knowledg algorithm and procedur and data collect analysi and represent prerequisit c knowledg data type variabl constants; stem computations; selection; and iter loop throughout thi cours the comput think topic you'll explor are abstract which is decid which detail matter for the problem you'r tri to solv and problem decomposit which is about break larg problem into smaller sub-problem to handl complexity. for the program topic you'll continu build on your c knowledg by practic use array which let you store multipl valu in a singl variabl and string which are array of characters. you'll also learn how to implement function which are the mechan we use for problem decomposit in our c programs. modul 1 learn about array as a way to store multipl valu in a singl variabl modul 2 discov how we store and process string array of charact modul 3 explor abstract and problem decomposit modul 4 use function to implement problem decomposit in your codeeuler' totient function c program abstract decomposit jpeg comput program problem solv lambda calculu consol applic process computer-sci software-develop

identifi monitor and analyz risk and incid respons and recoveryadvancedrisk identif monitor and analysi in the risk identif monitor and analysi session you will learn how to identifi measur and control loss associ with advers events. you will review analyz select and evalu safeguard for mitig risk.you will learn process for collect inform provid method of identifi secur event assign prioriti level take the appropri action and report the find to the correct individuals. after collect of the detail from monitor we can analyz to determin if the system is be oper in accord with accept industri practic and in complianc with organ polici and procedures. incid respons and recoveri in the incid respons and recoveri session you will gain an understand of how to handl incid use consist appli approach in order to resolve. onc an incid is identifi action will be necessari in order to resolve. we will examin process such as damag recoveri data integr and preserv and the collect handl report and prevention. you will be introduc to the busi continu plan bcp and disast recoveri plan drp concept and how they can be util in order to mitig damag recov busi oper and avoid critic busi interruption. through the use of the drp you will understand the procedur for emerg respons and post-disast recovery. cours object 1. describ the risk manag process 2. perform secur assess activ 3. describ process for oper and maintain monitor system 4. identifi event of interest 5. describ the variou sourc system 6. interpret report find from monitor result 7. describ the incid handl process 8. contribut to the incid handl process base upon role within the organ 9. describ the support role in forens investig process 10. describ the support role in the busi continu plan process 11. describ the support role in the disast recoveri plan processleadership and manag risk comput secur incid manag busi continu risk assess incid manag increment backup secur inform and event manag differenti backup secur information-technolog secur

water in the western unit statesadvancedthi cours combin an overview of the scienc behind water and climat in the western unit state with a survey of the major legal polit and cultur issu focus on thi preciou resource.measur water scarciti prior-appropri water right riparian water right water plan law civil engin water conserv student residu causal physical-science-and-engin environmental-science-and-sustain

build ai power chatbot without programmingbeginnerthi cours will teach you how to creat use chatbot without the need to write ani code. leverag ibm watson' natur languag process capabl you'll learn how to plan implement test and deploy chatbot that delight your user rather than frustrat them. true to our promis of not requir ani code you'll learn how to visual creat chatbot with watson assist formerli watson convers and how to deploy them on your own websit through a handi wordpress plugin. don't have a website? no worri one will be provid to you. chatbot are a hot topic in our industri and are about to go big. new job requir thi specif skill are be ad everi day consult demand premium rate and the interest in chatbot is quickli exploding. gartner predict that by 2020 85% of custom interact with the enterpris will be through autom mean that' chatbot and relat technologies. here is your chanc to learn thi highli in demand set of skill with a gentl introduct to the topic that leav no stone unturned.weak ai machin learn environ variabl wordpress comput program word comput architectur python program tree data structur child preview computer-sci design-and-product

introduct to tcp/ipbeginnery use the internet through your pc person comput laptop tablet smartpad and smartphon everi day in everyth you do. through your own pc/laptop you can easili learn everyth about the internet and that is what thi cours is focus on. in thi cours �introduct to tcp/ip � you will learn the oper function of internet technolog which includ ipv4 ipv6 tcp udp address rout domain name etc. and your pc/laptop' secur and gateway internet setup and basic principles. in addit through a simpl wireshark experi you will see the tcp/ip packet and secur system in action that are serv your pc/laptop that serv you.ip address wireshark internet protocol network secur internet internet secur internet protocol suit commun protocol ipv4 secur computer-sci computer-security-and-network

use probabl distribut for real world problem in rbeginnerbi the end of thi project you will learn how to appli probabl distribut to solv real world problem in r a free open-sourc program that you can download. you will learn how to answer real world problem use the follow probabl distribut � binomi poisson normal exponenti and chi-square. you will also learn the variou way of visual these distribut of real world problems. by the end of thi project you will becom confid in understand commonli use probabl distribut through solv practic problem and you will strengthen your core concept of data distribut use r program language. these distribut are wide use in day-to-day life of statistician for hypothesi test and draw conclus on a popul from a small sample. addit in the field of data scienc statist infer use probabl distribut of data to analyz or predict trend from data. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.prob r program binomi distribut chi-squar distribut appli probabl probabl distribut exponenti distribut hypothesi test student residu statist infer data-sci probability-and-statist

busi strategi in practic (project-cent course)advanceda capston project is an assign design specif to appli and showcas the skill you learn in the specialization. to thi end the busi strategi capston project a comprehens strateg analysi provid an opportun for you to synthes concept and knowledg from the four prerequisit cours in the specialization. in thi cours develop at the darden school of busi at the univers of virginia you will be guid through your project by top-rank faculty. you may continu with the organ you select for previou assign or select a new organ for thi project. you will analyz the current state of the organ strateg issu face the organ strateg path the organ might pursu make a recommend of the best path for the organ to pursu and write an execut summary. your finish project will serv as an artifact showcas your abil to conduct research on/within an organ select and appli the most appropri analyt tool build a well-support case for a specif posit and effect commun key point with execut leadership.strategi analysi busi develop strateg plan busi busi strategi intern busi strategi busi analysi strategi implement analyt busi business-strategi

time to reorganize! understand organ act and build a meaning world.advancedw are in constant relationship with mani organizations. our world is submit to regular chang as organ evolv come and go. understand your membership and attach to organ will help you act on your world. you'll learn how to evalu the influenc of organ around you and how to transform your relationship to reach a stronger coherence. do you feel sometim that the world around you is disorganized? can you make sens of all the inform at your reach and have an impact on thi situation? have you ever thought that thi conundrum may be due to all the organ that emerg strive or wane and disappear everi day? organ are ubiquit from club and associ to firm and public agencies. organ confer mean to all of us and our attach and membership to organ have a profound effect on all area of our lives. but in our increasingli turbul world these organ run the risk of disappear or lose their legitimaci steer a sens of pointless and absurdity. thi cours develop an integr approach to understand organ and their behavior term �orgology�. it explain that organ can act strateg to protect and renew the sens of membership and attach of individuals. so do organ that surviv and thrive impos their logic of action onto societi therebi influenc what is legitim or not. in turn individu you all of us must reinterpret our multipl associ with organ and contribut to reinforc or inhibit social evolutions. thi new way of understand organizations� relationship with societi result in reconsid manag and the role of individu in build their future. there is no prerequisit to thi cours you are all welcom ! student and peopl interest in the field of manag sociolog strategi econom leadership etc� will benefit a lot from thi course. for the session of thi cours start on januari 11th professor rodolph durand will activ be particip and interact with learners. he will be offer "offic hours" session through googl hangout and answer learner question from the forums. we hope thi direct interact will add to your learner experience! pleas enrol today!process sourc averag interact humanitarian logic leadership and manag competit perform sociolog social-sci governance-and-societi

on premis capac upgrad and monitor with googl cloud' apige api platformconversantthi cours help you build understand on key consider for capac plan and how to add and remov logic and physic capac to the platform. here you will learn how to add and remov logic element such as organ environ and virtual hosts. it will also cover how to add new and remov compon as well as how to add entir regions. the cours will also cover the apige api platform' monitor capabl how to organ idea for quickli detect and address failur scenario as well as how to reach out to apige support for help.apach zookeep comput network oper manag node.j plan cloud comput secur applic program interfac java manag extens apach qpid gratitud computer-sci software-develop

input and interactionadvancedin thi cours you will learn relev fundament of human motor perform percept and cognit that inform effect interact design. you will use these model of how peopl work to design more effect input and interact techniques. you�ll appli these to both tradit graphic and gestur interfaces.interfac human comput interact prefer graphic user interfac input devic user interfac command-lin interfac user experi jog dial interact design computer-sci design-and-product

get interact practic teach with technologyadvancedthi cours is design to help you creat dynam interact onlin cours through the use of multimedia tool student collabor opportun and form assess and feedback. each week we will focu on a particular topic 1. use multimedia for teach and learn 2. encourag student collabor 3. form assess and feedback you will have a rang of materi to read video to watch topic to research activ to perform discuss to particip in and an assess to complete. in addit you will have a random assign of fellow participants' assess to mark in order to receiv your own mark. while most of the video and activ are mandatori we have includ a number of "take it further" activ and longer version of video that are voluntary. at first glanc it may seem like a lot but you will quickli find that mani activ will take just minut to perform. the emphasi in thi mooc is on gain a wide rang of experi in order to decid for yourself which tool and techniqu to explor in more depth. although we introduc a few concept along the way thi is a veri practic course. you will be assess accord to what you creat and share. we hope you will enjoy the activ hands-on natur of thi cours and find mani idea to incorpor in your teaching.collabor educ teach attent deficit hyperact disord human learn podcast interact screencast onlin machin learn onlin learn social-sci educ

anomali detect in time seri data with kerasbeginnerin thi hands-on introduct to anomali detect in time seri data with kera you and i will build an anomali detect model use deep learning. specif we will be design and train an lstm autoencod use the kera api with tensorflow 2 as the backend to detect anomali sudden price chang in the s&p 500 index. we will also creat interact chart and plot use plotli python and seaborn for data visual and display our result in jupyt notebooks. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and kera pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.machin learn plotli tensorflow deep learn front and back end anomali detect long short-term memori kera time seri interact media data-sci machine-learn

excel basic for data analysisadvancedthi cours is design to provid you with basic work knowledg for use excel spreadsheet for data analysis. it cover some of the first step for work with spreadsheet and their usag in the process of analyz data. it includ plenti of video demo and exampl for you to learn follow by step-by-step instruct for you to appli and practic on a live spreadsheet. excel is an essenti tool for work with data - whether for busi market data analyt or research. thi cours is suitabl for those aspir to take up data analysi or data scienc as a profess as well as those who just want to use excel for data analysi in their own domains. you will gain valuabl experi in cleans and wrangl data use function and then analyz your data use techniqu like filter sort and creat pivot tables. thi cours start with an introduct to spreadsheet like microsoft excel and googl sheet and load data from multipl formats. with thi introduct you will then learn to perform some basic level data wrangl and cleans task and continu to expand your knowledg of analyz data through the use of filter sort and use pivot tabl within the spreadsheet. by perform these task throughout the cours it will give you an understand of how spreadsheet can be use as a data analysi tool and understand it limitations. there is a strong focu on practic and appli learn in thi course. with each lab you will gain hands-on experi in manipul data and begin to understand the import role of spreadsheets. clean and analyz your data faster by understand function in the format of data. you will then convert your data to a pivot tabl and learn it featur to make your data organ and readable. the final project enabl you to show off your newli acquir data analysi skills. by the end of thi cours you will have work with sever data set and spreadsheet and demonstr the basic of clean and analyz data all without have to learn ani code. get start with excel is made easi in thi course. it doe not requir ani prior experi with spreadsheet or coding. nor doe it requir download or instal of ani software. all you need is a devic with a modern web browser and abil to creat a microsoft account to access excel onlin at no-cost. howev if you alreadi have a desktop version of excel you can follow along quit easili as well.euler' totient function pivot tabl worksheet refer data data qualiti row data analysi microsoft excel edit spreadsheet data-sci data-analysi

core concept of account � number and peopleadvancedwhenev the word �accounting� is pronounc it is immedi associ with the need to memor endless bore numbers. howev it is the common financi statement that contain import inform that provid input for valuat of invest projects. the onli challeng is how to properli extract them. account and financ are inde intertwined. sometim peopl that are not experienc in the area even mix them up. but most often emphasi in account is on numbers. still the deep understand of key account concept help reveal the interest and action of peopl behind these numbers. and the human dimens of account add invalu insight in the potenti of success project implementation. thi cours discuss core idea and concept of both financi and manageri accounting. it by no mean pretend to be comprehens to ani extent. but be rather an account overview it focus on the issu that are most relev and import for effect valuat of invest projects. the learner will gain insight into the essenc of accounting. they will be abl to use the obtain knowledg and skill to success advanc in their career at a financi institut as well as in the area of financi manag at non-financi businesses. to pursu a career in account a more detail studi is strongli recommended.depreci fix asset cost alloc break-even econom manag account inventori cost financi account break-even financ busi financ

intern humanitarian law in theori and practicebeginner�intern humanitarian law in theori and practice� is the first mooc of the kalshoven-giesk forum on intern humanitarian law which is the platform within the grotiu centr for intern legal studi of leiden univers for the research teach and dissemin of intern humanitarian law ihl. in thi cours prof. robert heinsch dr. giulia pinzauti and dr. emma irv will give you a deep insight into the rule that govern arm conflict and aim to mitig human suffer on the battlefield. you will explor the whi and how of ihl follow by the differ type of conflict. in no time you will find out which rule appli to the civil war in syria the militari intervent in ukrain and the occup of the west bank. dure thi cours you will learn how hostil should be wage which weapon can be use by combat and other fighters? and who should never be a target dure militari operations? we will also look into the concept of protect person and you will find out how ihl afford protect to the sick and wound medic person detaine children journalist and other person who are not - or not anymor - fighting. at the end of thi cours you are introduc to the differ implement and enforc mechan that aim to increas respect for ihl. here you are invit to think critic whether ihl works! throughout thi cours you will benefit from a mix of theori and practic which is at the heart of the vision and mandat of the kalshoven-giesk forum. you can particip for instanc in an ongo case studi where drone are fli over the fictiti countri arfula and detaine are lock up in tini cells. or you can join our discuss about ihl success stori and the major ihl challeng we face today with distinguish speaker from the intern committe of the red cross and us naval war college! thi cours is free to join and to particip in. there is the possibl to get a verifi certif for the cours which is a paid option. if you want a certif but are unabl to pay for it you can request financi aid via coursera.law legal research humanitarian demand terror child protect intern relat militari war intern law social-sci law

present speak so that peopl listenadvanceddo you have to give present in school or at your work? is it nerve-racking? then you'v come to the right place. everyon get a littl nervou when they think about have to stand in front of other peopl and speak intelligently. thi cours will give you help tip for make effect speech and deliv them well in typic american settings. you'll learn how to organ a present how to make it memor and how to commun clearly. in the cours you'll have sever opportun to demonstr the present skill that you learn. thi will help you gain the experi you need to be more confid when you give a speech in an american classroom or on the job. learner will record sever video of themselv give assign present and upload the video for peer feedback. pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.nonverb commun public speak audienc speech poster present english languag languag learn hook listen language-learn learning-english

creat infograph use piktochartbeginnerbi the end of thi project you will creat an infograph that is printabl and shareabl across your busi network. you will be abl to commun import and detail inform in a color and attention-grab format. thi cours will includ an introduct to piktochart how to creat an infograph that will illustr critic inform your audienc need to know.project audienc infograph market account order pair comput graphic market design illustr commun busi market

the fundament of comput capston examadvancedwhil most special on coursera conclud with a project-bas cours student in the "fundament of computing" special have complet more than 20+ project dure the first six cours of the specialization. given that much of the materi in these cours is reus from session to session our goal in thi capston class is to provid a conclus to the special that allow each student an opportun to demonstr their individu masteri of the materi in the specialization. with thi object in mind the focu in thi capston class will be an exam whose question are updat periodically. thi approach is design to help insur that each student is solv the exam problem on his/her own without outsid help. for student that have done their own work we do not anticip that the exam will be particularli hard. howev those student who have reli too heavili on outsid help in previou class may have a difficult time. we believ that thi approach will increas the valu of the certif for thi specialization.display devic algorithm design c program approxim error comput program comput scienc theoret comput scienc .properti python program trigonometr integr computer-sci software-develop

build crud rest api in djangointermediatein thi 1-hour 45 minut long project-bas cours you will learn about rest api and rest architectur and be abl to build a crud rest api in django. thi project is aim at learner who are want to learn build rest api in django use django rest framework. it will help to expand your knowledg to creat a strong backend for ani project. you will get familiar with the basic of view wrapper request/respons and data serial and understand their implement in rest api use django rest framework. for thi project you should have basic knowledg of django and also know how to use the postman tool for test api. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.seri project project mine django web framework applic program interfac order pair front and back end model represent state transfer directori structur computer-sci software-develop

digitalis in aeronauticsadvancedth instructor of the onlin cours "digitalis in aeronautics" present a spectrum of differ aviat research and applic area explor the impact of digitalis in thi specif field includ the effect of digitalis in simul the interact of aircraft compon in overal aircraft develop and relat decision-mak and in the commun channel use within aircraft. a broad and vari rang of applic and digit solut are explor in detail in the individu modul of thi course.nastran unman aerial vehicl traffic simul unman aerial system industri autom system io develop aerospac engin unman vehicl system engin space station physical-science-and-engin mechanical-engin

social servic for famili senior and those with disabilitiesintermediatecours 4 discuss four popul famili poor famili peopl with disabl and peopl as they age. thi cours address issu of power oppress and white supremacy. -the first modul identifi the need of children and the role of the state in child development. we will explor chang in the famili and the result debat about how to best support famili and child development. we�ll apprais famili leav and child care program for their role in support paid work and in strengthen child develop as well as incom support effort includ the child tax credit and propos for a famili allowance. -the second modul begin with a descript of child poverty�both the forc lead to it and it effects. thi modul also describ public support program and critiqu the debat surround them. -the third modul focus on person live with disabl evalu the landmark american with disabl act. we will also critiqu the process of establish a disabl social insur program and the public aid program that make peopl with disabl elig for incom support and health support. -the final modul begin with a report on the age of the u.s. population. build on thi we�ll examin social insur program and public aid program for senior for their longterm viabil and assess the variou reform that have been propos to stabil these programs. the cours is part of a sequenc in social polici that ha an honor track. thi track will prepar the learner for masters-level work in polici which involv read the literatur write concis summari and probe critiques. over the sequenc the learner will develop a polici analysi that will creat a foundat for profession polici analyst assignments.health polici adult child employ safeti sex master of social work autism social work famili social-sci governance-and-societi

art and scienc of machin learningadvancedwelcom to the art and scienc of machin learning. in thi data scienc cours you will learn the essenti skill of ml intuit good judgment and experiment to fine tune and optim your ml model for the best performance. in thi cours you will learn the mani knob and lever involv in train a model. you will first manual adjust them to see their effect on model performance. onc familiar with the knob and lever otherwis known as hyperparamet you will learn how to tune them in an automat way use cloud machin learn engin on googl cloud platform.hyperparamet artifici neural network human learn googl cloud platform estim cloud comput cloud platform machin learn kera tensorflow data-sci machine-learn

analyz box offic data with plotli and pythonbeginnerwelcom to thi project-bas cours on analyz box offic data with plotli and python. in thi cours you will be work with the the movi databas tmdb box offic predict data set. the motion pictur industri is rake in more revenu than ever with it expans growth the world over. can we build model to accur predict movi revenue? could the result from these model be use to further increas revenue? we tri to answer these question by way of exploratori data analysi eda and featur engineering. we will primarili use plotli for data visualization. plotli python which is plotly' python graph librari make interact publication-qu graph readi for both onlin and offlin use. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.graph data analysi machin learn plotli data visual interact data visual featur engin python program tableau softwar analysi data-sci machine-learn

combin and analyz complex dataadvancedin thi cours you will learn how to use survey weight to estim descript statist like mean and total and more complic quantiti like model paramet for linear and logist regressions. softwar capabl will be cover with r� receiv particular emphasis. the cours will also cover the basic of record linkag and statist matching�both of which are becom more import as way of combin data from differ sources. combin of dataset rais ethic issu which the cours reviews. inform consent may have to be obtain from person to allow their data to be linked. you will learn about differ in the legal requir in differ countries.approxim error model estim survey estim theori combin stata spss sampl design consent data-sci data-analysi

peer-to-p protocol and local area networksadvancedin thi cours we discuss peer-to-p protocol and local area networks. part one in thi cours is to answer the question of how doe a peer-to-p protocol deliv reliabl data transfer servic across unreli transmiss line or networks. we focu on sever medium access control protocol and their perform analysis. in the second part we discuss how medium access control protocol coordin the access to the commun channel so that inform get through from a sourc to a destin in the same broadcast local area network. we further discuss local area network and wireless lan.ethernet wireless data transmiss automat repeat request peer-to-p access control random access collis detect data link control high-level data link control computer-sci computer-security-and-network

advanc sql retriev queri in sqlitestudiobeginnerin thi cours you will learn to write advanc sql structur queri languag retriev queri use sqlitestudio. retriev data from a relat databas is one of the primari method use by applic and web develop to display data and popul web pages. sinc a databas can be made up of a complex combin of relat tabl retriev that data can be challenging. you can meet those challeng by gain experi with some of the more advanc sql code techniques. through hands-on practic you will write sql code to use function and group sub queri calcul field and condit expressions. in addit you will experi with altern method of join tabl for data retrieval. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.nest sql sql web euler' totient function databas select sql write associ entiti relat databas sqlite information-technolog data-manag

foundat for assist in home carebeginnerthi cours is intend as a self-studi cours for those interest in explor a career as a home health aid or person care aide.person care patient home care mental ill patients' right diet home home directori infant child life-sci patient-car

corpor financ essentialsbeginnercorpor financ essenti will enabl you to understand key financi issu relat to compani investor and the interact between them in the capit markets. by the end of thi cours you should be abl to understand most of what you read in the financi press and use the essenti financi vocabulari of compani and financ professionals.econom financ invest evalu econom valu ad cost risk project corpor bond financi risk busi financ

global health at the human-animal-ecosystem interfaceadvancedth univers of geneva institut pasteur univers of montreal and centr virchow-villerm�/univers pari descart welcom you to thi mooc on "global health at the human-animal-ecosystem interface"! over the next 8 week you will explor and learn about some of the major and current global health challeng at the human-animal-ecosystem interfac zoonot emerg infect e.g. ebola nipah mer avian influenza antimicrobi resist neglect tropic diseas e.g. rabi leishmaniasi zoonot tb snakebit and other human-anim conflict etc. you will learn new concept from the field of epidemiolog social anthropolog diseas ecolog veterinari scienc global health polici etc. and approach such as one health eco-health and planetari health. also you will learn about innov tool and framework use to studi and tackl some of these global health challeng of the sustain develop goal era. thi mooc propos you a dynam intern and interdisciplinari programm base on the one health approach human-animal-environment dimens and involv more than 30 top expert from more than 20 academ and research institut and intern organis base in geneva pari montreal and the world. polici maker from the world health organis clinician from the univers hospit of geneva epidemiologist from institut pasteur etc. will share with you their knowledg and experi all along thi mooc. video-lectur have been film in differ part of the world and set from the field to the lab and offic and will be combin with the latest open read and interact activ in the discuss forum video-confer etc. thi mooc keep evolv and enrich activ over time and two new section on "health benefit at the human-animal-ecosystem interface" and "manag of ecosystem under global chang implic for human health" have been ad in may 2018. thi latter section wa develop in close collabor with expert from world health organis and the convent on biolog divers and is introduc by dr. tedro adhanom ghebreyesu who director-general. the develop of thi mooc wa led by dr. rafael ruiz de casta�eda dr. isabel bolon and prof. antoin flahault from the institut of global health of the univers of geneva. the list of instructor is complet by prof. arnaud fontanet institut pasteur and prof. andr� ravel faculti of veterinari medicin univers of montreal. watch our teaser here and let� get started! https//youtu.be/wt7-cc21ulu?list=plnz with subtitl in french and in chinesediseas anim health interfac public health biodivers anim ecohealth global emerg infecti diseas one health life-sci public-health

softwar develop process and methodologiesadvancedsoftwar is quickli becom integr part of human life as we see more and more autom and technic advancements. just like we expect car to work all the time and can't afford to break or reboot unexpectedli softwar industri need to continu to learn better way to build softwar if it were to becom integr part of human life. in thi cours you will get an overview of how softwar team work? what process they use? what are some of the industri standard methodologies? what are pro and con of each? you will learn enough to have meaning convers around softwar develop processes. after complet thi cours a learner will be abl to 1 appli core softwar engin practic at conceptu level for a given problem. 2 compar and contrast tradit agil and lean develop methodolog at high level. these includ waterfal ration unifi process v model increment spiral model and overview of agil mindset 3 propos a methodolog best suit for a given situationwaterfal model model softwar scrum softwar develop methodolog process softwar engin softwar develop process softwar test agil softwar develop computer-sci software-develop

ehealth more than just an electron recordbeginnerth mooc "ehealth more than just an electron record!" is multidisciplinari in natur and aim to equip the global audienc of health clinician student manag administr and research to reflect on the overal impact of ehealth on the integr of care. it explor the breadth of technolog applic current and emerg trend and showcas both local and intern ehealth practic and research. the entir ehealth cours consist of 5 modul and take about 5 week to complete. complet certif are issu on the basi of particip in all 5 modules. complet the health practic assign in modul 5 entitl you to advanc stand in some of the ehealth cours run by the faculti of health scienc univers of sydney. what you'll learn - the fundament of ehealth and where it is head - what kind of health data we are current collect and how it will transform healthcar in the futur - how new technolog are help health consum particip in their own healthcar - how ehealth can improv the coordin and effici of healthcar and what the barrier might be length self-pac 5 week cours studi time commit 3 hour per week assess compon assign 1 in modul 2 40% and assign 2 in modul 5 60%. guest present list in alphabet order * jordan andersen | the univers of sydney * dr teresa andersen | sydney local health district * dr robert birnbaum | harvard medic school / partner healthcar * melissa brunner | the univers of newcastl & the univers of sydney * professor jane burn | young and well cooper research centr & the univers of sydney * professor rafael a. calvo | the univers of sydney * dr andrew campbel | the univers of sydney * dr jell demeester | john hunter hospit newcastl nsw * professor hugh durrant-whyt | the univers of sydney * karen finnin | physio onlin * professor afaf girgi | unsw medicin * anna janssen | the univers of sydney * professor judi kay | the univers of sydney\t\t * dr melani keep | the univers of sydney\t\t * a/professor jinman kim | the univers of sydney * dr john lambert | ehealth nsw * dr melani keep | the univers of sydney * dr karen luxford | clinic excel committe nsw * michael marthick | chri o�brien lifehous & the univers of sydney * a/ professor mark mcente | the univers of sydney * professor kathryn refshaug | the univers of sydney * dr ursula sansom-dali | sydney children' hospit princ of wale hospit & unsw medicin * dr arran schlosberg | the univers of sydney * professor stephen simpson | the univers of sydney * professor leann togher | the univers of sydney * josh zadro | the univers of sydneyprecis medicin evalu record manag e-health electron health record telehealth electron health record medicin ehealth electron life-sci healthcare-manag

symmetr cryptographyadvancedwelcom to symmetr cryptography! symmetr cryptographi reli on share secret key to ensur messag confidenti so that the unauthor attack cannot retriev the message. the cours describ substitut and transposit techniqu which were the base for classic cryptographi when the messag is encod in natur languag such as english. then we build on product cipher use both substitut and transposition/permut to describ modern block cipher and review the wide use cipher algorithm in de 3-de and aes. lastli we enabl the use of block cipher to support variabl data length by introduc differ mode of block cipher oper in ecb cbc cfb ofb and ctr modes. thi cours is cross-list and is a part of the two special the appli cryptographi special and the introduct to appli cryptographi specialization.rubi on rail cipher symmetric-key algorithm stream cipher cryptographi permut feistel cipher meet-in-the-middl attack block cipher algorithm computer-sci computer-security-and-network

use descript statist to analyz data in rbeginnerbi the end of thi project you will creat a data qualiti report file export to excel in csv format from a dataset load in r a free open-sourc program that you can download. you will learn how to use the follow descript statist metric in order to describ a dataset and how to calcul them in basic r with no addit libraries. - minimum valu - maximum valu - averag valu - standard deviat - total number of valu - miss valu - uniqu valu - data type you will then learn how to record the statist metric for each column of a dataset use a custom function creat by you in r. the output of the function will be a ready-to-us data qualiti report. final you will learn how to export thi report to an extern file. a data qualiti report can be use to identifi outlier miss valu data type anomali etc. that are present in your dataset. thi is the first step to understand your dataset and let you plan what pre-process step are requir to make your dataset readi for analysis. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.statist dispers gener statist standard deviat project r program jpeg microsoft excel basic descript statist measur euler' totient function data-sci data-analysi

bim fundament for engineersbeginner?th cours is design for student to learn the essenti concept of bim and the basic technic skill to creat and manipul a bim model. those skill includ how to retriev inform from a bim model and how to use common model tools.autodesk revit architectur construct manag architectur project manag model mechan engin civil engin softwar autodesk build inform model physical-science-and-engin mechanical-engin

organiz behavior how to manag peopleintermediatepet drucker a pioneer in the field of manag onc said that peopl have a pervers tendenc to behav like human beings. of cours we are not machin and certainli not programmable. but through the studi of organiz behavior we can gain insight into what make peopl tick within a work context. increas your understand of your own behavior and that of your colleagu team and leader is an import first step to bring posit chang to how you and your organ work. the object of thi cours is therefor to provid insight into four key area �\tmotivation. in thi cours segment we will understand the concept of motiv and review variou perspect that will help you understand how we can motiv others. �\tleadership. in thi part of the cours we will analyz the concept of leadership and consid variou perspect and approach to help shed light on leadership emerg and effectiveness. �\tteamwork. here we look at team function and effectiveness. use the wide use input � process � output model of team effect we consid such topic as team divers team process and team outcomes. �\tculture. final we'll move to the level of the organ and consid the concept of organiz cultur also touch upon the concept of nation culture. we look at the variou way in which cultur is express and discuss the implic of cultur for peopl within organ and cross-cultur collaborations.motiv organiz cultur leadership team leader thought organiz behavior leadership and manag cultur peopl manag behavior busi leadership-and-manag

job success get hire or promot in 3 stepsconversantthi cours job success get hire or promot in three step will prepar you to stand out in a crowd applic pool so that you can get hire or promoted. in three step you will leav thi cours with 1. an upgrad social media presenc one that you can be proud of 2. a visual infograph resum that will get you notic 3. a profession pitch that highlight your strength and skill when creat thi cours we listen to potenti employ took the advic of recruit conduct inform research on best practic and we drew from our own experi as profession who have sought out and hire qualiti candidates.person brand unix shell human resourc social media account social media elev pitch social media market recruit infograph imag resolut personal-develop personal-develop

intellig machiningbeginnermanufactur are increasingli util machin tool that are self-awar � they perceiv their own state and the state of the surround environ � and are abl to make decis relat to machin activ processes. thi is call intellig machin and through thi cours student will receiv a primer on it background tool and relat terminology. learn how the integr of smart sensor and control are help to improv productivity. you�ll be expos to variou sensor and sens techniqu process control strategi and open architectur system that can be leverag to enabl intellig machining. thi cours will prepar you to contribut to the implement of intellig machin projects. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the fifth cours in the digit manufactur & design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0 and featur a culmin project involv creation of a roadmap to achiev a self-establish dmd-relat profession goal. to learn more about the digit manufactur and design technolog special pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-cainternet leadership and manag cnc machin process manag process machin learn pl/c manufactur process manag internet of thing manufactur process physical-science-and-engin mechanical-engin

global diplomaci the unit nation in the worldintermediateth cours offer a well-research and broad-rang primer to the unit nation system. consist of an introduct to the complex un famili and it histori and a seri of �snapshots� of key un function which are use to explor import un theme and help learner develop import analysi commun and policy-bas skills. the cours is aim broadli at peopl interest in learn more about the unit nation system assum a level of interest but no necessari previou knowledg whilst also offer offer suffici up to date research and new critic perspect that it will also be of interest to peopl with more expertis or academ familiar with the topic as well. the main aim of the cours is to provid thi wide-rang introduct in a self-contain but in-depth form alongsid the import practic skill necessari to understand and discuss un affair and potenti lay the groundwork for greater engag in futur � either in civil societi or in further study.commun critic think leadership and manag intern relat global analysi law humanitarian write intern law social-sci governance-and-societi

comput scienc algorithm theori and machinesadvancedthi cours introduc the broader disciplin of comput scienc to peopl have basic familiar with java programming. it cover the second half of our book comput scienc an interdisciplinari approach the first half is cover in our coursera cours comput scienc program with a purpos to be releas in the fall of 2018. our intent is to demystifi comput and to build awar about the substanti intellectu underpin and rich histori of the field of comput science. first we introduc classic algorithm along with scientif techniqu for evalu perform in the context of modern applications. next we introduc classic theoret model that allow us to address fundament question about comput such as comput univers and intractability. we conclud with machin architectur includ machine-languag program and it relationship to code in java and logic design includ a full cpu design built from the ground up. the cours emphas the relationship between applic program the theori of comput real comput and the field' histori and evolut includ the natur of the contribut of bool shannon ture von neumann and others. all the featur of thi cours are avail for free. no certif will be offer upon completion.insert sort algorithm combin logic comput architectur two' complement architectur binari search algorithm lambda calculu theoret comput scienc string search algorithm computer-sci algorithm

empow yourself in a post-truth worldintermediateth post-truth world is a divid and partisan environ in which factual inform ha been displac by subject and bias viewpoints. fact and expertis no longer matter when isol commun deni truth and scientif reason in favor of whatev inform suit their need or align with their beliefs. social media and emerg technolog have the power to connect global particip in a meaning way; yet they have also led to disconnect commun that fail to commun past their own self-impos boundaries. in thi cours you will gain insight to recogn your own bias and identifi preconcept in today� dynam social inform environment. through metaliteraci you will practic self-reflect metacognit process and reexamin fix mindsets. togeth we will consid the import of fact and expertis in reinvent a truth world base on inclus commun of trust. thi cours will empow you to be a reflect consum and a creativ respons produc of inform and to rais and share your voic in thi post-truth milieu.prejudic belief commun disinform confirm bia social media platform social technolog social media author onlin commun personal-develop personal-develop

avoid overfit use regular in tensorflowbeginnerin thi 2-hour long project-bas cours you will learn the basic of use weight regular and dropout regular to reduc over-fit in an imag classif problem. by the end of thi project you will have creat train and evalu a neural network model that after the train and regular will predict imag class of input exampl with similar accuraci for both train and valid sets. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.autocad kera statist classif tensorflow accuraci and precis io develop machin learn array data structur project valid set data-sci machine-learn

physician/stud opioid use disord medic assist treatment waiver trainingbeginnerthi onlin cours opportun is made possibl through a joint partnership with univers of virginia school of medicin uvasom and nurs son and the american academi of addict psychiatri aaap data 2000 sponsor for thi mat waiver training. thi content wa creat by the aaap and ha been use with permission. thi cours is design to highlight import issu affect prescrib clinician regard the new requir and guidelin in opioid prescrib and manag for acut and chronic pain management. the cours consist of 8 individu session of the requir 8 hour of content for physician who wish to appli for a waiver to prescrib buprenorphin for the treatment of opioid use disorders. session includ a non-grad pre assess and 8 record audio session with grade post-modul question the total of which must be complet with 80% accuracy. some modul contain a case studi component. a certif of complet will be issu for success complet of the entir training. student who success complet the cours dure their educ program can appli for their waiver when they obtain their full dea license. estim time to complet thi activ 9.5 hour releas date march 1 2020 uva grant date 09/30/2019 � 09/29/2022 fund for thi initi wa made possibl by a grant from samhsa. the view express in written confer materi or public and by speaker and moder do not necessarili reflect the offici polici of the depart of health and human services? nor doe mention of trade name commerci practic or organ impli endors by the u.s. government.physician physic examin physician methadon medic addict substanc use disord buprenorphin patient drug life-sci healthcare-manag

drug drug use drug polici and healthintermediatethi mooc is the first of it kind sinc it address critic issu relat to drug from a multidisciplinari health and human rights-bas approach. throughout the cours you will cover a rang of question includ what are drug and whi they controlled? what are the benefit and harm of take drugs? how public health polici can address drug use? you will also learn about the intricaci of the intern drug control framework and the neg consequ of widespread prohibitionist drug polici around the world. final you will examin way of further drug polici reform. the topic will be present by over 40 speaker from scientif academ and institut background spokesperson of civil societi as well as peopl who use drug present their views. by the end of the cours you will have -\ta strong understand of the major health issu relat to drug use and drug policy; -\ta clear vision of whi drug polici is debat today; -\tand if you so wish you will be equip to engag in the drug polici reform movement at your local or region level.cannabinoid health polici drug polici reform decrimin public health drug harm reduct essenti medicin drug polici abstin life-sci public-health

cryptograph hash and integr protectionadvancedwelcom to cryptograph hash and integr protection! thi cours review cryptograph hash function in gener and their use in the form of hash chain and hash tree merkl tree. build on hash function the cours describ messag authent focus on messag authent code mac base on symmetr keys. we then discuss digit signatur base on asymmetr cryptographi provid secur properti such as non-repudi which were unavail in symmetric-cryptography-bas messag authentication. thi cours is a part of the appli cryptographi specialization.authent cryptographi hash data integr cipher messag authent block cipher cryptograph hash function merkl tree hash chain computer-sci computer-security-and-network

brand ident and strategybeginnerbrand ident and strategi is a ie busi school cours for those profession who are readi to adopt a creativ approach to empow brands. student will go through a journey that start with understand what a brand is and how they can build success one whilst simultan segment their consum appropriately. the cours explor posit and it import to success brand look at perceptu map and the well-known iceberg model. it culmin in develop of real brand hous which can be appli to the work world and how pick the right name color and logo can be instrument to a brand� success. the cours is deliv by rhode scholar win professor dr maria eizaguirr a member of ie busi school� faculty.brand ident plan brand advertis brand design brand manag logo market logo strategi busi market

technic support fundamentalsconversantthi cours is the first of a seri that aim to prepar you for a role as an entry-level it support specialist. in thi cours you�ll be introduc to the world of inform technolog or it. you�ll learn about the differ facet of inform technolog like comput hardwar the internet comput softwar troubleshoot and custom service. thi cours cover a wide varieti of topic in it that are design to give you an overview of what� to come in thi certif program. by the end of thi cours you�ll be abl to ? understand how the binari system work ? assembl a comput from scratch ? choos and instal an oper system on a comput ? understand what the internet is how it work and the impact it ha in the modern world ? learn how applic are creat and how they work under the hood of a comput ? util common problem-solv methodolog and soft skill in an inform technolog settingbinari code internet troubleshoot pc hardwar softwar technic support network hardwar oper system custom support softwar instal information-technolog support-and-oper

understand the music busi what is music worth?advancedthi cours will examin the music industri in the unit state with the uniqu perspect gain by vanderbilt university� locat in nashvil tn. nashvil is a major center of music in the unit state and the music creat here ha a global reach particularli in the countri rock pop singer-songwrit and americana genres. howev student will learn that the basic principl of record market copyright licens and live perform are the same regardless of music style or genre. the music busi is one of the most rapidli chang industri in the us today. it is also an industri fill with contradict and media headlin and anecdot stori often add to the confusion. here are just a few statement paraphras from recent news stori * the music busi ha collaps * demand for music is expand at the greatest rate in histori * histor record studio are close at an alarm rate * more peopl are make record than ever befor * musician usual lose money tour * musician usual make money tour * major artist pull song off stream servic becaus they don�t pay fairli * major artist make a fortun from stream servic * peopl won�t buy record anymor * vinyl record sale are soar thi cours will attempt to make sens of these seemingli contradictori trend and data outlin the basic structur and mechan of today� music industri and encourag student to think critic and entrepreneuri about the futur of music. leader from variou area of the music busi will lend their perspect through in-depth interview and footag from a record session will give learner a behind the scene look at how a song goe from the spark of an idea hum into a cell phone to a finish recording. particip will grappl with question about art and commerc which are both timeless and crucial import today and will emerg from thi cours with tool allow them to make more inform decis as creator promot and consum of music. cours launch februari 19 2016.music re-defin h.e.a.r. public social media popular music plan payment label audio record arts-and-human music-and-art

gut check explor your microbiomeintermediateimagin if there were an organ in your bodi that weigh as much as your brain that affect your health your weight and even your behavior. wouldn�t you want to know more about it? there is such an organ � the collect of microb in and on your bodi your human microbiome.microbiolog nutrit metagenom probiot probiot biolog food allergi allergi microbiota thought life-sci basic-sci

manageri account fundamentalsintermediatethi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti will teach you the fundament of manageri account includ how to navig the financi and relat inform manag need to help them make decisions. you'll learn about cost behavior and cost alloc system how to conduct cost-volume-profit analysi and how to determin if cost and benefit are relev to your decisions. by the end of thi cours you will be abl to - describ differ type of cost and how they are repres graphic - conduct cost-volume-profit analys to answer question around break even and gener profit - calcul and alloc overhead rate within both tradit and activity-bas cost alloc system - distinguish cost and benefit that are relev from those that are irrelev for a given manag decis - determin a reason cours of action given the financi impact for a given manag decisionmanag account cost benefit analysi financ profit analysi financi account account leadership and manag contribut margin cost alloc cost busi financ

data visualizationbeginnerlearn the gener concept of data mine along with basic methodolog and applications. then dive into one subfield in data mine pattern discovery. learn in-depth concept method and applic of pattern discoveri in data mining. we will also introduc method for pattern-bas classif and some interest applic of pattern discovery. thi cours provid you the opportun to learn skill and content to practic and engag in scalabl pattern discoveri method on massiv transact data discuss pattern evalu measur and studi method for mine divers kind of pattern sequenti pattern and sub-graph patterns.tableau softwar data visual softwar comput graphic visual softwar data analysi data visual softwar parallel coordin graph analysi data-sci data-analysi

fintech secur and regul (regtech)intermediatethi cours "fintech secur and regul regtech" help you to understand regtech and to becom more confid and persuas in your abil to analyz and make recommend to execut within the financ industri regard how to react to these chang e.g. regul to cryptocurr like bitcoin & initi coin offer ico. it present the view of sever professor from the top busi school in asia as well as perspect from industri professionals. you will learn about how fintech and regtech disrupt and transform financ industri such as challeng in protect data and secur with digit forens risk manag and corpor govern in bank industri in term of know your custom kyc and anti money launder aml and how govern in differ countri take initi in fintech and regtech.cryptocurr bank open bank financi crisi of 2007 08 financi servic financi market secur technolog fintech risk manag financi crisi busi financ

use shini to plot differenti gene expressionbeginnerin thi project-bas cours you will creat a shini app to plot gene express data real-tim pcr from a publish manuscript. you will build the shini app from scratch and handl everi compon of shiny. the project cover data process and collect feedback from the user to build and finetun the output. in thi cours we will be concern with the optim use of input and outputs. instead of build a lot of input and output we will use a limit number of compon and recycl some even seven time for differ purposes.canc interfac data analysi euler' totient function project student' t-distribut sort mathemat optim user interfac preview data-sci data-analysi

organiz leadership capstoneadvancedth capston project consist of a case studi that must be address to complet the specialization. in the case studi you will be ask to assum the role of the incom chief execut offic of a fictiti privat held medic devic company. from the company� standpoint it custom are the clinic that use and dispens it product rather than the end-us of the company� products. the compani is current face a rang of challeng includ obstacl to access for world-wid user of the company� product as well as intern conflict about the company� prioriti and a new disrupt technology. you will be ask to help the board address key chang in the industri by develop a strategi to meet these challenges. specif you will submit artifact respond to a seri of challeng relat to the case. the artifact will be peer-assess on how effect you appli concept and skill explor throughout the special assess your own skill as a leader evalu the data to help you make an inform decis develop a customer-fac design process and commun your strategi to relev stakeholders.collabor leadership innov leadership develop cultur chang manag case studi organiz develop plan project manag certif busi leadership-and-manag

improv deep neural network hyperparamet tune regular and optimizationbeginnerthi cours will teach you the "magic" of get deep learn to work well. rather than the deep learn process be a black box you will understand what drive perform and be abl to more systemat get good results. you will also learn tensorflow. after 3 week you will - understand industri best-practic for build deep learn applications. - be abl to effect use the common neural network "tricks" includ initi l2 and dropout regular batch normal gradient check - be abl to implement and appli a varieti of optim algorithm such as mini-batch gradient descent momentum rmsprop and adam and check for their convergence. - understand new best-practic for the deep learn era of how to set up train/dev/test set and analyz bias/vari - be abl to implement a neural network in tensorflow. thi is the second cours of the deep learn specialization.mathemat optim gradient tensorflow hyperparamet optim artifici neural network euler' totient function softmax function hyperparamet deep learn human learn data-sci machine-learn

essenti of global healthbeginneressenti of global health is a comprehens introduct to global health. it is meant to introduc you to thi topic in well-structur clear and easi to understand ways. much of the cours will focu on five question what do peopl get sick disabl and die from; whi do they suffer from these conditions? which peopl are most affected? whi should we care about such concerns? what can be done to address key health issu hope at least cost as fast as possibl and in sustain ways? the cours will be global in coverag but with a focu on low- and middle-incom countri the health of the poor and health disparities. particular attent will be paid throughout the cours to health system issu the linkag between health and develop and health matter relat to global interdependence. the cours will cover key concept and framework but be practic in orientation. essenti of global health wa produc in part due to the gener fund of the david f. swensen fund for innov in teaching. ------------------------------------------------------------------------------------------------------------------------------------------------------- cours learn object by the end of the cours learner should be abl to �\tarticul key public health concept relat to global health; �\tanalyz the key issu in global health from a number of perspectives;\t �\tdiscuss with confid the burden of diseas in variou region of the world; how it vari by sex age and location; key risk factor for thi burden; and how the diseas burden can be address in cost-effect ways; �\tassess key health dispar especi as they relat to the health of low-incom and margin peopl in low- and middle-incom countries; �\toutlin the key actor and organ in global health and the manner in which they cooper to address critic global health concerns; �\treview key global health challeng that are like to aris in the come decades. ------------------------------------------------------------------------------------------------------------------------------------------------------- valu ad of the cours the cours seek to add special valu by be comprehens by handl each topic in a consist framework and by help learner gain an understand of well ground approach to assess global health issu and what can be done to address them. ------------------------------------------------------------------------------------------------------------------------------------------------------- the read and other materi for essenti of global health for almost everi session of essenti of global health you will see - requir read - recommend read - recommend video we have select a small number of read for each session that are central to understand the content of the session. we have put these under �requir readings�. for each requir read we have also indic how care you should read the materi and on what part of the materi you should focu your attention. in addit we have select some addit read that would be veri help to your understand the content of each session. the first is a textbook global health 101 third edition. thi is a comprehens introductori textbook that close follow the content of thi essenti of global health course. we have indic for each session what part of the book you should read. use thi textbook can be veri valuabl to your master the content of the course. the second set of �recommend readings� is some addit read mostli from journal articl and reports. for these too we have indic how care you should read the materi and on what part of the materi you should focu your attention. learner should note that to access articl from the lancet they will have to regist with the lancet if they do not have onlin access to a librari that ha the lancet. onc they are regist they will be abl to sign into the lancet and access all of it free articles. we have also indic for most session one or two video that relat to the topic of the session. these are meant to help the learner get a better feel for the topic which is be covered. most learner will find the video brief easi and enjoy to watch and veri enlightening.adolesc health health system diseas public health non-communic diseas tropic diseas risk infecti diseas health econom global life-sci public-health

entrepreneurship capstonebeginnerintegr the tool and concept from the special cours to develop a comprehens busi plan. choos to enhanc new ventur concept previous explor in special cours or develop a new concept for thi capston project. develop a comprehens customer-valid busi model and creat an investor pitch for the concept. with thi cours student experi a sampl of the idea and techniqu explor in the univers of maryland' master' degre in technolog entrepreneurship an innov 100% onlin program. learn more at http//mte.umd.edu.entrepreneurship market mix sale market busi plan sale oper innov plan busi model canva sale strategi busi entrepreneurship

the psycholog of thrill seekersintermediatesens seek is a trait we all have and includ the search for complex and new experiences. thrill seeker peopl with high-sens seek person crave exot and intens experi even when physic or social risk are involved. thi cours help learner examin the remark world of the high-sens seek person and explor the lifestyl psycholog and neurosci behind thrill seekers.soci psycholog person test psycholog emot intellig behavior neurosci freez seek hear biolog process psycholog life-sci psycholog

mooc how to make a mooc?intermediatethi cours made by novosibirsk state univers and lektorium one of the largest mooc publish in russia cover the process of creat modern onlin courses. nowaday it� time for experi in onlin education. there� no unifi qualiti standard and no one know for now how to make it right. but if you�r good at format and technolog you can be flexibl and choos the most effici tool to develop your course. we�ll show you in detail the key approach to creat popular and effici onlin courses. we�ll introduc you to variou format and show our intern chemistri share with you our experi secret and life hacks. you�ll learn basic trend in onlin educ and find out which stage are includ in develop an onlin cours and what is import on each stage of cours development. how to organ the product of educ videos? what are the appropri formats? how to open up an inexperienc speaker? what is critic to consid at the cut stage? how to support onlin cours after launch and what should be consid when creat quizz and other type of grade and ungrad assignments? join our cours and design your own mooc with us!plan evalu person educ materi principl augment assign spss extern video product softwar test social-sci educ

manag data analysisconversantthi one-week cours describ the process of analyz data and how to manag that process. we describ the iter natur of data analysi and the role of state a sharp question exploratori data analysi infer formal statist model interpret and communication. in addit we will describ how to direct analyt activ within a team and to drive the data analysi process toward coher and use results. thi is a focus cours design to rapidli get you up to speed on the process of data analysi and how it can be managed. our goal wa to make thi as conveni as possibl for you without sacrif ani essenti content. we'v left the technic inform asid so that you can focu on manag your team and move it forward. after complet thi cours you will know how to�. 1. describ the basic data analysi iter 2. identifi differ type of question and translat them to specif dataset 3. describ differ type of data pull 4. explor dataset to determin if data are appropri for a given question 5. direct model build effort in common data analys 6. interpret the result from common data analys 7. integr statist find to form coher data analysi present commit 1 week of studi 4-6 hour cours cover imag by fdecomite. creativ common by https//flic.kr/p/4hjmvdinfer data analysi commun gener statist interpret exploratori data analysi process leadership and manag data manag analysi busi leadership-and-manag

statist inferencebeginnerstatist infer is the process of draw conclus about popul or scientif truth from data. there are mani mode of perform infer includ statist model data orient strategi and explicit use of design and random in analyses. furthermor there are broad theori frequentist bayesian likelihood design base � and numer complex miss data observ and unobserv confound bias for perform inference. a practition can often be left in a debilit maze of techniqu philosophi and nuance. thi cours present the fundament of infer in a practic approach for get thing done. after take thi cours student will understand the broad direct of statist infer and use thi inform for make inform choic in analyz data.analysi probabl statist infer infer hypothesi confid statist hypothesi test confid interv hypothesi test gener statist data-sci probability-and-statist

fundament of manag with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. thi cours focus on the most critic resourc for growth in your busi � your employees. you will explor a rang of topic from employe select to perform management. you will plan how to develop the team need to achiev your vision for your busi while promot a strong cultur for growth. by the end of thi cours you will have align your vision with your organiz structur consid when it is benefici to outsourc or deleg and reflect on perform manag in your business. to help prepar you for thi cours you may wish to take one of the other goldman sach 10 000 women cours �fundament of leadership� in which you will develop a vision statement and examin your leadership style. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.employ manag consult influenc market manag cultur perform manag organiz structur restaur manag leadership and manag perform busi entrepreneurship

sustain of social-ecolog system the nexu between water energi and foodintermediatein thi cours you will becom familiar with the idea of the water-energy-food nexu and transdisciplinari thinking. you will learn to see your commun or countri as a complex social-ecolog system and to describ it water energi and food metabol in the form of a pattern as well as to map the categori of social actors. we will provid you with the tool to measur the nexu element and to analyz them in a coher way across scale and dimens of analysis. in thi way your quantit analysi will becom use for inform decision-making. you will be abl to detect and quantifi depend on non-renew resourc and extern of environment problem to other societi and ecosystem a popular �solution� in the western world. practic case studi from both develop and develop countri will help you evalu the state-of-play of a given commun or countri and to evalu possibl solutions. last but not least you will learn to see press social-ecolog issu such as energi poverti water scarciti and inequ from a radic differ perspect and to question everyth you�v been told so far. acknowledg part of the result and case studi present have been develop within two project magic and participia. howev the cours doe not reflect the view of the fund institut or of the project partner as a whole and the case studi were present pure with an educ and illustr purpose.energi analysi land use agricultur energi sustain food scienc ecolog studi energi account fund desalin plant physical-science-and-engin environmental-science-and-sustain

handheld ar app develop with unityadvancedaug realiti or ar will transform how we see and interact with the world. and the hardwar that make ar possibl is the smartphon that you may alreadi have in your pocket. in thi cours you'll learn how to develop your own mobil ar applic in uniti for io and android devices. you'll learn about the featur offer by unity' ar foundat and about addit featur in arkit and arcore. use the veri latest techniqu recommend by uniti engin you'll build a complet ar environ that you can continu to use after the cours while learn to appli best practic in user experi and interaction. thi is the last of three cours in unity' xr special which includ an introduct to xr cours as well as a cours focus on develop vr applic with unity. note that to complet thi cours you will need a smartphon capabl of run arkit or arcore. compat devic are list in the link below https//developers.google.com/ar/discover/supported-devic https//developer.apple.com/library/archive/documentation/deviceinformation/reference/iosdevicecompatibility/devicecompatibilitymatrix/devicecompatibilitymatrix.html the cours also assum that you alreadi have experi develop applic with uniti and that you are comfort with basic c# programming. it will also be help if you are familiar with build other type of app to run on mobil devices.phys augment realiti io develop anchor display devic rel chang and differ virtual realiti android develop interfac robot computer-sci mobile-and-web-develop

introduct to data analyticsadvancedthi cours present a gentl introduct into the concept of data analysi the role of a data analyst and the tool that are use to perform daili functions. you will gain an understand of the data ecosystem and the fundament of data analysi such as data gather or data mining. you will then learn the soft skill that are requir to effect commun your data to stakehold and how master these skill can give you the option to becom a data driven decis maker. thi cours will help you to differenti between the role of a data analyst data scientist and data engineer. you will learn the respons of a data analyst and exactli what data analysi entails. you will be abl to summar the data ecosystem such as databas and data warehouses. you will then uncov the major vendor within the data ecosystem and explor the variou tool on-premis and in the cloud. continu thi excit journey and discov big data platform such as hadoop hive and spark. by the end of thi cours you will be abl to visual the daili life of a data analyst understand the differ career path that are avail for data analyt and identifi the mani resourc avail for master thi profession. throughout thi cours you will learn the key aspect to data analysis. you will begin to explor the fundament of gather data and learn how to identifi your data sources. you will then learn how to clean analyz and share your data with the use of visual and dashboard tools. thi all come togeth in the final project where it will test your knowledg of the cours materi explor what it mean to be a data analyst and provid a real-world scenario of data analysis. thi cours doe not requir ani prior data analysi spreadsheet or comput scienc experience. all you need to get start is basic comput literaci high school level math and access to a modern web browser such as chrome or firefox.analyt data analysi physic exploratori data analysi busi analyt python program qualiti control data scienc sql busi analysi data-sci data-analysi

market in an analog worldintermediateour new digit world is dramat chang the way in product are creat promot distribut and consumed. although these chang have been revolutionari we still live in an analog or physic world. for exampl even today over 90% of all sale are still conduct in analog stores. thu both market and consum must simultan navig both the analog and digit world on a daili basis. although the digit revolut ha receiv consider attent in recent year the impact of thi revolut upon the analog world ha been larg ignored. thi cours examin thi issu by ask "how ha the digit revolut impact market in an analog world? thi cours will begin with an explor of the key differ between the analog and the digit and then examin four way in which the analog world ha been affect by the digit revolut domin resist synergi and transformation. thi cours will contain sever exampl of each of these concept and explor their implic for both market and consumers. thi cours will also employ a varieti of learn techniqu includ video lectur case studi hands-on exercis and interview with lead market scholars. the learn approach will be highli interactive; you will have the opportun to engag in a varieti of hands-on activ and be a member of a rich learn community. i hope you will join us in thi educ adventure.colour book protocol book adult strategi augment realiti experi market purchas icm registri digit market busi market

cannabi mental health and brain disordersbeginnerthi cannabi mental health and brain disord cours is design to have you think critic about the health effect of cannabi i.e. marijuana in the context of sever mental health and neurocognit disorders. you'll be abl to identifi key featur of sever anxieti disord e.g. panic disord gener anxieti disord social anxieti disord ptsd major depress schizophrenia multipl sclerosi epilepsi traumat brain injuri and alzheimer' and parkinson' disease. you'll understand the etiolog and risk factor for these disord recogn convent treatment and understand the influenc of differ cannabinoid such as thc and cbd on these disorders. obtain thi knowledg will be help in term of inform public polici public health and person decis regard the use of cannabi products. disord schizophrenia anxieti anxieti disord risk factor etiolog anxieti disord risk factor mood disord diseas life-sci public-health

princip compon analysi with numpybeginnerwelcom to thi 2 hour long project-bas cours on princip compon analysi with numpi and python. in thi project you will do all the machin learn without use ani of the popular machin learn librari such as scikit-learn and statsmodels. the aim of thi project and is to implement all the machineri of the variou learn algorithm yourself so you have a deeper understand of the fundamentals. by the time you complet thi project you will be abl to implement and appli pca from scratch use numpi in python conduct basic exploratori data analysi and creat simpl data visual with seaborn and matplotlib. the prerequisit for thi project are prior program experi in python and a basic understand of machin learn theory. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt numpi and seaborn pre-installed.gener statist numpi scikit-learn princip compon analysi machin learn statsmodel python program dimension reduct exploratori data analysi analysi data-sci machine-learn

deep neural network with pytorchbeginnerth cours will teach you how to develop deep learn model use pytorch. the cours will start with pytorch' tensor and automat differenti package. then each section will cover differ model start off with fundament such as linear regress and logistic/softmax regression. follow by feedforward deep neural network the role of differ activ function normal and dropout layers. then convolut neural network and transfer learn will be covered. final sever other deep learn method will be covered. learn outcom after complet thi cours learner will be abl to �\texplain and appli their knowledg of deep neural network and relat machin learn method �\tknow how to use python librari such as pytorch for deep learn applic �\tbuild deep neural network use pytorchdeep learn gradient stochast convolut neural network pytorch python program artifici neural network human learn gradient descent machin learn data-sci machine-learn

code free data sciencebeginnerth code free data scienc class is design for learner seek to gain or expand their knowledg in the area of data science. particip will receiv the basic train in effect predict analyt approach accompani the grow disciplin of data scienc without ani program requirements. machin learn method will be present by util the knime analyt platform to discov pattern and relationship in data. predict futur trend and behavior allow for proactiv data-driven decisions. dure the class learner will acquir new skill to appli predict algorithm to real data evalu valid and interpret the result without ani pre requisit for ani kind of programming. particip will gain the essenti skill to design build verifi and test predict models. you will learn �\thow to design data scienc workflow without ani program involv �\tessenti data scienc skill to design build test and evalu predict model �\tdata manipul prepar and classif and cluster method �\tway to appli data scienc algorithm to real data and evalu and interpret the resultsanalyt knime download decis tree machin learn data manipul data mine data cluster algorithm microsoft excel model data-sci machine-learn

compos and program music in python use earsketchbeginnerbi the end of thi cours you will creat a basic composit use the python program languag in earsketch. you will learn basic python function in order to creat a basic music composition. learn basic python function will allow you to develop your skill in program and diversifi your knowledg of variou program languages. python ha becom increasingli popular in comput science; knowledg of python is highli desir in the comput scienc industry.sound python program music user interfac design machin learn languag interfac comput program euler' totient function project computer-sci algorithm

concept in python loop function and returnsbeginnerbi the end of thi project you will creat a number of exampl that will develop your learn around concept in python. thi cours will enabl you to take your beginn knowledg of python to the next level by incorpor loop function and return into your programming. thu you will be abl to develop more complex code and be abl to solv more difficult problems. thi cours will provid student with the knowledg behind differ concept in python such as loop method and return which will enabl you to write high-qual code. thu ensur that your code is effici and robust which is an essenti aspect of write high-qual code. thi project will take student through a number of exampl demonstr the most use python concepts. you will gain an understand of these concept from the in-depth exampl provided.euler' totient function control flow comput program order pair project while loop rel chang and differ return statement nest python program computer-sci software-develop

cultur compet - aborigin sydneybeginnerthi cours explor some of the key theme and capabl of cultur compet by explor aborigin experi and narr of sydney. australia wa �claimed� for the british crown in 1770 by captain jame cook but the invas began in earnest when the first fleet of british arriv in 1788 and establish a penal coloni in sydney. as a consequ sydney is a citi rich in divers pre-coloni coloni and contemporari site of signific to aborigin peoples. too often though our percept about aborigin peopl consign them to an ancient past or perpetu stereotyp imagin that aborigin peopl live in remot commun hinkson 2010. at the heart of thi mooc is the theme that sovereignti wa never cede and sydney alway wa and alway will be aborigin land. despit thi the aborigin presenc in the citi is often invis to non-aborigin eyes. thi cours aim to bring to light marginalis narr of aborigin presenc in thi space. to understand hidden and marginalis narr and experi it is necessari to develop cultur compet capabilities. key element of practic cultur compet includ be abl to understand and interrog context which in the case of sydney includ not onli learn about the peopl place and histori of aborigin sydney but to also understand issu about how knowledg is creat and how domin narr can exclud divers knowledg and experiences. cours learn outcom 1.\tdevelop knowledg about cultur compet capabilities. 2.\tdevelop a deeper and multi-lay knowledg and understand about aborigin peopl cultur and place in sydney. 3.\tdevelop a greater understand of how histori cultur and place are repres contest and interpret and how that relat to their own context. acknowledg of countri we acknowledg that thi cours wa develop on the land of the gadig peopl of the eora nation. we pay our respect to the tradit owner of thi land and acknowledg that the land that the univers of sydney wa built on ha been a place of learn for mani thousand of years.broken heart histori domin narr inner citi analysi cultur accept anthropolog dam art histori arts-and-human histori

six sigma advanc improv and control phasesadvancedthi cours is for you if you are look to dive deeper into six sigma or strengthen and expand your knowledg of the basic compon of green belt level of six sigma and lean. six sigma skill are wide sought by employ both nation and internationally. these skill have been proven to help improv busi process and performance. thi cours will take you deeper into the principl and tool associ with the "improve" and "control" phase of the dmaic structur of six sigma. it is highli recommend that you complet the "yellow belt specialization" and the cours "six sigma and the organ advanc " "six sigma advanc defin and measur phase " and "six sigma advanc analyz phase" befor begin thi course. in thi cours your instructor will introduc you to and have you appli some of the tool and metric that are critic compon of six sigma. thi cours will provid you with the advanc knowledg of root caus analysi lean tool control plan process control and statist process control spc as they are associ with six sigma and lean. everi modul will includ read video and quizz to help make sure you understand the materi and concept that are studied. registr includ onlin access to cours content project and resourc but doe not includ the companion text the certifi six sigma green belt handbook 2nd edition. the companion text is not requir to complet the assignments. howev the text is a recogn handbook use by profession in the field. also it is a highly-recommend text for those wish to move forward in six sigma and eventu gain certif from profession agenc such as american societi for qualiti asq.six sigma process control chart gener statist trigonometr integr lean six sigma lean manufactur six sigma green belt process control green belt busi leadership-and-manag

learn to teach java sequenc primit type and use objectsadvancedget start with the basic of java and prepar to teach other use the free onlin interact cs awesom textbook. in thi cours for teacher we'll guid you both in learn java concept and skill but also in how to effect teach those to your students. thi cours will support you in teach the advanc placement comput scienc a cours or a similar introductori university-level program course. we'll begin with simpl instruct sequenc primit type and use object as cover in the apc a unit 1 and 2. each topic will begin by relat java to block-bas program languag and then provid video overview of cs awesom content along with addit materi to supplement learn for your students. you'll engag with addit materi to support your teach includ "deep dive" classroom discuss question and assess overview and option for your students.teach comput program modulo oper method comput program code segment compil debug order pair brainstorm array data structur social-sci educ

comput architectureadvancedin thi cours you will learn to design the comput architectur of complex modern microprocessors. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.softwar architectur superscalar processor comput architectur multiprocess instruct set architectur processor design microarchitectur parallel comput architectur graphic process unit physical-science-and-engin electrical-engin

basic data process and visualizationadvancedthi is the first cours in the four-cours special python data product for predict analyt introduc the basic of read and manipul dataset in python. in thi cours you will learn what a data product is and go through sever python librari to perform data retriev process and visualization. thi cours will introduc you to the field of data scienc and prepar you for the next three cours in the special design think and predict analyt for data product meaning predict model and deploy machin learn models. at each step in the special you will gain hands-on experi in data manipul and build your skill eventu culmin in a capston project encompass all the concept taught in the specialization.softwar jpeg outlier python program data visual numpi predict analyt big data python librari json data-sci data-analysi

creat a python applic use mysqlbeginnerdata play a crucial role in applic development. it play such a crucial role that there are peopl call databas administr that special in just organ the data. the tradit databas use to be and often still is a relat database. mysql is one of the most popular relat databas and is back by the oracl corpor as well. thi provid the develop with a varieti of onlin resources. the popular of mysql combin with the popular of python ha result in the develop of an api that make the interfac between python and mysql almost seamless. in thi cours you will creat a python applic use python� mysql connector that creat a mysql databas contain word and their definitions. you will then retriev word and definit from the databas tabl updat a definit in the databas tabl and display a select word� definition. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.rel databas python program vpython comput program sql object-ori program project mysql web develop databas computer-sci software-develop

art & activ interact strategi for engag with artadvancedart can be a power catalyst for build skill and understand a rang of subjects. intend for primari and secondari teacher of all disciplin art & activ build upon the inquiry-bas approach of art and inquiri museum teach strategi for your classroom while delv into activity-bas strategi that will make your student empow participants.art histori teach experienti learn art strategi histori methodolog photographi analysi creativ arts-and-human music-and-art

intern hospit & healthcar servic marketingbeginnera the fastest-grow sector of the current global economi both hospit and healthcar servic sector offer tremend growth opportun for incumb and entrepreneuri opportun for new entrants. to flourish on these opportun one must first understand each industry' uniqu characteristics. thi cours is design to help those who are interest in career advanc opportun in these industri or who want to be inspir by these industri to better equip themselv with enlighten and creativ manag capabilities. peopl who have success complet thi cours will be abl to 1\tidentifi the uniqu characterist of servic busi and creat success manag strategi to better manag the role of custom to gain desir busi outcom better market product than are intang and better manag custom expect and perceptions. 2\tidentifi the uniqu characterist of the hospit industri explain the process of balanc suppli and demand in the hospit industri and implement optim market and manag strategi for thi uniqu market. 3 identifi the uniqu characterist of the healthcar industri explain how thi industri is evolv into the experi busi and better manag human interact and facil to enhanc the qualiti of custom experience. 4 gain insight from the innov approach in the servic industri overal in hospit and health industri in particular and better develop innov strategi in your industry.glob market market leadership and manag variabl price patient experi market econom price servic innov hotel innov busi market

strateg innov build and sustain innov organizationsadvancedinnov strategi is about creat uniqu valu for consum by deliv a great product that satisfi their need and captur valu back from consumers. at the core of a success innov strategi is a great product concept. product is an all-encompass term that includ physic good intang servic and even ideas. there are three pillar to a success product strategi a clear understand of a the target custom who b the specif element of the product offer what that satisfi consum need and dovetail with compani capabl and c the tactic plan to reach end consum how. the valu proposit ha to be embed in a coher busi model in order to creat and captur value. but well-laid innov plan can go awri without a consider of the busi ecosystem that includ competitor collabor includ supplier distributor and retail or the contextu environ in which the compani operates. in an interdepend world foster an integr ecosystem is critic import for compani interest in maxim the odd of innov success. draw from mani year of research thi cours will offer a set of framework tool and concept in order to develop innov strategi in a holist way so as to achiev leadership positions.innov manag innov busi model canva busi strategi market myopia strategi model valu proposit leadership and manag proposit busi market

competit strategybeginnerin thi six-modul cours you will learn how busi and organ behav in situat in which strateg decis are interdepend i.e. where my action affect my competitors' profit and vice versa. use the basic tool of game theori we will analys how busi choos strategi to attain competit advantage. thi cours is also avail in chinese. pleas go to our cours catalog to access the chines version of competit strategy.competit econom competit competitor analysi leadership and manag game theori analysi strateg think busi strategi strategi strateg manag busi business-strategi

fix healthcar deliveri 2.0 advanc leanadvancedlean or toyota product system tp is respons for revolution the auto industri by creat highli reliabl and safe car and trucks. in thi cours healthcar provid administr engin and healthcar profession student will be taught how to appli the principl and tool of lean to health care. they will learn how to identifi and remov of wast design standard work appli 5s map valu stream creat process map conduct rapid improv event rie level workflow use a3 form and paredo chart appli error proof and creat effect visual controls. the instruct video minim lean technic languag and includ patient case to make the lesson more appeal to student in healthcare. acknowledg that patient are veri differ from car we have care adapt lean to health care and call our system patient-cent healthcar deliveri system phds. the name and abbrevi emphas two key principl taught in our cours 1. just like phd the scientif method must be continu appli when creat plan to improv our system of care. 2. all improv must be made look through the eye of patients. arm with thi new knowledg student will be abl to design and implement sustain healthcar deliveri system improvements.process map lead time human error medic error valu stream map process improv flow network patient care patient health system life-sci healthcare-manag

build a text-bas bank in javabeginnerbi the end of thi project you will learn how to creat a basic bank command-lin applic use java and eclipse. thi applic will be abl to model real life bank function such as ad an account increasing/decreas the balanc of an account and allow a user to check their balance. we will also learn how to store basic demograph inform of each account holder and learn how to output a summari of all accounts. thi applic will demonstr standard program paradigm and teach student about essenti program concept such as variabl comment input and output to the user with the scanner class and importing/us standard java libraries. we will also cover more power concept such as condit statement loop and arrays. student can expect to walk away from the cours confid in their abil to use essenti java program tool with a basic work understand of how java functions.java softwar platform softwar euler' totient function java program order pair i-dea array eclips comput program for loop computer-sci software-develop

soul belief caus and consequ - unit 3 how doe it all end?not calibratedthroughout histori the vast major of peopl around the globe have believ they have howev defin a �soul.� while the question of whether the soul exist cannot be answer by scienc what we can studi are the caus and consequ of variou belief about the soul and it prospect of surviv the death of the body. whi are soul and afterlif belief so common in human history? are there adapt advantag to assum soul exist? are there brain structur that have been shape by environment pressur that provid the foundat of body/mind dualism that is such a promin featur of mani religions? how do these belief shape the worldview of differ cultur and our collect lives? what is the role of compet afterlif belief in religion scienc polit and war? thi cours explor sever facet of thi rel unexplor but profoundli import aspect of human thought and behavior. the cours consist mainli of 70 to 80 minut lectur typic broken up into 3 segment record from a cours offer by rutger univers school of art and sciences. these video includ slide and some embed video clips. most lectur are accompani by slide use dure the lectur also includ recommend read assign which may provid addit opportun to reflect on your studies. due to the lengthi of thi class and natur progress the onlin cours ha been separ into 3 unit thi is unit 3.evolut quot out of context thought middl east lectur astronomi psycholog irreduc complex triun brain psycholog life-sci psycholog

build a persist storag app in android studiobeginnerin thi cours you will build an android app with persist storag specif share prefer in android studio. what is meant by persist storag is that when a user exit an app and then restart it the app will rememb some inform that the user gave it previously. thi app ha four input box where the user is be ask to enter a name address phone number and email address. beneath that section the user will be ask to use radio button to indic the part of the day they prefer morn afternoon even or night. the abil to save and retriev inform is a fundament part of practic all app and is essenti knowledg for ani aspir app develop and those who like to creat app out of curios for fun. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesi-dea radio button android studio text box telephon number persist comput scienc exit system call persist softwar engin android develop computer-sci mobile-and-web-develop

the languag and tool of financi analysisconversantin thi cours particip will learn the foundat of account principl and financi analysi develop an understand of the link between these and the measur of valu creation at the firm level. thi is the first cours in a four-cours special on the essenti of corpor financi analysi and decision-mak creat in partnership between the univers of melbourn and bank of new york mellon bni mellon. view the mooc promot video here http//tinyurl.com/jeoa83tanalysi ratio analysi financ financi ratio languag financi analysi intern audit financi statement balanc sheet account busi financ

ux design fundamentalsbeginnerthi hands-on cours examin how content is organ and structur to creat an experi for a user and what role the design play in creat and shape user experience. you will be led through a condens process that act as a roadmap for develop robust ui/ux design from ideat and sitemap to the creation of paper and digit prototypes. build on the design skill learn in visual element of user interfac design you will appli thi methodolog to produc a digit prototyp for a multi-screen app of your own invention. by the end of thi cours you will be abl to describ and appli current best practic and convent in ux design and employ the fundament principl of how ux design function to shape an audience' experi of a given bodi of content. thi is the second cours in the ui/ux design special which bring a design-centr approach to user interfac ui and user experi ux design and offer practic skill-bas instruct center around a visual commun perspect rather than on one focus on market or program alone. these cours are ideal for anyon with some experi in graphic or visual design and who would like to build their skill set in ui or ux for app and web design. it would also be ideal for anyon with experi in front- or back-end web develop or human-comput interact and want to sharpen their visual design and analysi skill for ui or ux.map user experi user interfac experi design site map experi paper prototyp user experi design java annot websit wirefram arts-and-human music-and-art

tweet emot recognit with tensorflowbeginnerin thi 2-hour long guid project we are go to creat a recurr neural network and train it on a tweet emot dataset to learn to recogn emot in tweets. the dataset ha thousand of tweet each classifi in one of 6 emotions. thi is a multi class classif problem in the natur languag process domain. we will be use tensorflow as our machin learn framework. you will need prior program experi in python. thi is a practic hand on guid project for learner who alreadi have theoret understand of neural network recurr neural network and optim algorithm like gradient descent but want to understand how to use the tensorflow to start perform natur languag process task like text classification. you should also have some basic familiar with tensorflow. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.mathemat optim gradient artifici neural network natur languag machin learn recurr neural network statist classif tensorflow natur languag process deep learn data-sci machine-learn

the power of market i the basic of suppli and demand and consum behaviorintermediatethi open modul of the power of market cours cover the basic assumpt about market particip made by economist the concept of opportun cost and the key determin of suppli and demand. we will then learn how to use the supply-demand framework to explain and predict market outcom and to show how govern polici affect those market outcomes. we will look at how quantiti demand and suppli respond to their key determin in quantit elast as well as qualit terms. the last two week of the first modul will investig consum behavior more close and show how consum choic are driven by the interplay of prefer and budget constraints. we will employ the consum choic framework to examin investor choic as well as polici such as obamacar and school choice. final we will also address the concept of how to distribut a given amount of good across a society� consum in the most effici manner.suppli chain price elast of demand budget constraint demand consum behaviour consum choic margin rate of substitut indiffer curv school choic suppli and demand busi business-essenti

everyday chines medicin 2intermediatethi cours everyday chines medicin ii offer by the chines univers of hong kong aim to show to the public as well as the healthcar profession about the basic principl of chines medicine. our primari goal is to empow healthcar choic by promot awar and practic applic on chines medicin diagnost and therapeut approach and to facilit interprofession educ between chines and convent clinicians. learner will develop skill in appli theori of chines medicin for understand health and illnesses. we will discuss the treatment principl of chines medicin and the correspond herb for application. thi will then be follow by the applic of diet and exercise. final we would expand the horizon of how integr medicin are practic in chines popul such as china taiwan and hong kong for specif diseases. thi showcas how differ disciplin joints-hand to fulfil the unmet need from the public. the perspect of research educ and medic coverag will be explored.chines medicin flavor chines languag dermatolog tongu medicin puls multipl sclerosi physiolog common cold life-sci public-health

tabl and form in htmlbeginnerin thi project you will write the html code to incorpor tabl and form into a web page. you will use a text editor call notepad++ to write your code and the chrome browser to display the result web page. html tabl are use to organ and present data in a tabular format make it easier to read for the web page visitor. tabl are also use to posit item on a web page. ad a simpl form to the web page provid a method of interact with visitors. by the end of the cours you will have creat a web page that includ a tabl that display and posit organ data imag and a form. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web page project manag project mine display devic html web order pair trigonometr integr text editor surround sound computer-sci mobile-and-web-develop

transform of the global food systembeginnerth un predict we will be 9-10 billion peopl on earth in 2050. provid so mani peopl with nutriti food is a massiv challeng and one that cannot be met by simpli upscal current practic regard food product and consumption. provid human with nutrit food is at the center of all decis relat to sustain development. agricultur is respons for 80% of global deforestation. the food system releas 29% of global greenhous gasses. we use an area equival to north and south america combin for the product of meat for consumpt or to produc the food necessari to feed the anim we eat. 70% of fresh water use is relat to agriculture. these figur are stagger and they show us that we need to rethink and transform the way we produc distribut and consum food worldwide. thi cours focus on how food system can becom more sustainable. it consist of four modul where each focus on an essenti ingredi toward develop more sustain food system 1 boost the small 2 transform the big 3 lose less and 4 eat smarter. in each of these key area we will meet peopl from differ countri around the world who labor everi day to find and spread solut that work. connect the challeng that must be overcom to develop a sustain global food system with the solut be develop by the amaz group of peopl you meet in thi cours ha been a huge sourc of inspir for me. i truli believ that the global food system can be transform to sustain meet the need of 9-10 billion peopl and with thi cours i dare you to join me!sustain energi food secur food engin agricultur food technolog sustain food scienc secur nutrit food process physical-science-and-engin environmental-science-and-sustain

build candlestick chart with tableaubeginnerin thi 1-hour long project-bas cours you will learn how to use python yfinanc to extract stock price data and how to use tableau to build a japanes candlestick chart. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi marketsoftwar chart tableau softwar virtual realiti simul python program project trade japanes languag stock busi financ

behavior financeintermediatew make thousand of decis everi day. do i cross the road now or wait for the oncom truck to pass? should i eat fri or a salad for lunch? how much should i tip the cab driver? we usual make these decis with almost no thought use what psychologist call �heuristics� � rule of thumb that enabl us to navig our lives. without these mental shortcut we would be paralyz by the multitud of daili choices. but in certain circumst these shortcut lead to predict error � predict that is if we know what to watch out for. did you know for exampl that we are natur bias toward sell invest that are do well for us but hold on to those that are do poorly? or that we often select sub-optim insur payment plan and routin purchas insur that we don�t even need? and whi do so mani of us fail to enrol in our employer� corpor retir plan even when the employ offer to match our contributions? behavior financ is the studi of these and dozen of other financi decision-mak error that can be avoid if we are familiar with the bias that caus them. in thi cours we examin these predict error and discov where we are most suscept to them. thi cours is intend to guid particip toward better financi choices. learn how to improv your spend save and invest decis for the future.behavior econom cognit bia behavior financ behavior decis financ invest bia psycholog invest decis econom busi financ

comput think for k-12 educ nest if statement and compound conditionalsadvancedhow could you program a complex "choos your own adventure" game? how can your soccer game determin goal ball out of bound and corner kicks? you'll learn to do both of these in thi course! thi class teach the concept of nest if/els statement and compound boolean condit expressions. for each concept we'll start by help you connect real-world experi you are alreadi familiar with to the program concept you are about to learn. next through a cognit scaffold process we'll engag you in develop your fluenci with problem solv with nest if/els statement and compound condit in a way that keep frustrat at a minimum. along the way you will learn about the common challeng or "bugs" student have with these concept as well as way to help them find and fix those concepts. you'll also be guid in run classroom discuss to help student develop deeper understand of these concepts. final you'll prepar classroom resourc to help your student to develop debug skills. addit you will creat resourc to help educ your student about the impact of lack of equiti in k-12 cs instruction.flowchart ternari condit oper comput program more than two modulo oper compound laravel nest debug interact social-sci educ

introduct to typographybeginnertypographi is the art of manipul the visual form of languag to enrich and control it meaning. it� an essenti area of skill and knowledg for graphic designers. typographi predat modern graphic design by around 500 years; it is rich in rule convent and esoter terminology�but it remain an excit space for invent and expression. in thi rigor introductori cours we will studi name and measur the characterist of letterforms. we�ll consid the pragmat concern involv in select and combin type. we�ll peek into the rich histor cultur and aesthet histori of familiar typefaces. we�ll discuss time-test convent and best practic in set type as govern by principl of hierarchi and spatial organization. and we�ll explor the express meaning-mak potenti of type. inform lectur will be complement by a seri of three peer-assess assign culmin in an opportun to design a full-scal typograph poster. pleas note that thi is not a softwar course; a basic work knowledg of adob indesign or other page layout softwar will be assumed. you will need access to a comput and page layout softwar such as indesign to complet the assignments.graph design creativ adob indesign typographi comput graphic poster design art histori layout design poster arts-and-human music-and-art

crack the creativ code discov ideasbeginnerskil at discov new idea and deliv them may be one of the most import practic job skill in today� and tomorrow� job market. creativ is an acquir skill one that improv with practice. thi cours aim to empow individu who believ they have lost their innat creativ becaus they their employ or teacher prefer the three r' replic repetit and rote to innovation. we show how to re-ignit rusti creativ powers. dure thi cours you will learn proven tool framework and concept use for discovery� gener an endless stream of new idea implement at least some of those idea with skill and persist base on book and articl written by the instructors. in the first part of the cours you will learn a proven structur method for gener and implement world-chang idea known as �zoom in zoom out zoom in� that make creativ more access to everyone. in the follow week you will learn practic proven tool use for deliv idea by employ the basic principl of busi and management. you will practic the method use it to tackl challeng real-world need and produc a 2-3 minut video present your idea. cours learn outcom on success complet thi four-week cours you will be abl to - manag a process to gener an unend stream of creativ idea - lead a process of innov and implement idea through all phase from discoveri to delivery. - appli creativ to a wide rang of strateg manag issues. - solv problem with a high degre of innov creativ think and risk taking. - use and appli proven structur method for gener and implement world-chang idea known as �zoom in zoom out zoom in�. - develop and implement an innov in your own practice. - identifi new and unfamiliar challeng and reflect on these challeng from a creativ point of view action they requir and servic they provide. - demonstr creativ problem solv skill for defin structur and solv real world oper manag problems.cr interview plan coach i-dea wall entrepreneurship design think deleg genet busi entrepreneurship

video basic with opencv and pythonbeginnerin thi 1-hour long project-bas cours you will learn how to connect to your computer' camera open it record yourself or someth save it open the video file you have save draw on live video interact on live video and at the end do face detection. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should have a fundament knowledg of python. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.sav comput program opencv face recognit euler' totient function comput vision tensorflow python program project machin learn data-sci machine-learn

neural style transfer with tensorflowbeginnerin thi 2-hour long project-bas cours you will learn the basic of neural style transfer with tensorflow. neural style transfer is a techniqu to appli stylist featur of a style imag onto a content imag while retain the content' overal structur and complex features. we will see how to creat content and style model comput content and style cost and ultim run a train loop to optim a propos imag which retain content featur while impart stylist featur from anoth image. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and tensorflow pre-installed. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.tensorflow cost project python program artifici neural network model project mine retain mathemat optim machin learn data-sci machine-learn

mathemat for machin learn multivari calculusbeginnerthi cours offer a brief introduct to the multivari calculu requir to build mani common machin learn techniques. we start at the veri begin with a refresh on the �rise over run� formul of a slope befor convert thi to the formal definit of the gradient of a function. we then start to build up a set of tool for make calculu easier and faster. next we learn how to calcul vector that point up hill on multidimension surfac and even put thi into action use an interact game. we take a look at how we can use calculu to build approxim to function as well as help us to quantifi how accur we should expect those approxim to be. we also spend some time talk about where calculu come up in the train of neural network befor final show you how it is appli in linear regress models. thi cours is intend to offer an intuit understand of calculu as well as the languag necessari to look concept up yourselv when you get stuck. hope without go into too much detail you�ll still come away with the confid to dive into some more focus machin learn cours in future.linear gradient descent multivari calculu regress lambda calculu gradient linear regress calculu mathemat optim explicit substitut math-and-log math-and-log

genom sequenc (bioinformat ii)advancedy may have heard a lot about genom sequenc and it potenti to usher in an era of person medicin but what doe it mean to sequenc a genome? biologist still cannot read the nucleotid of an entir genom as you would read a book from begin to end. howev they can read short piec of dna. in thi cours we will see how graph theori can be use to assembl genom from these short pieces. we will further learn about brute forc algorithm and appli them to sequenc mini-protein call antibiotics. in the first half of the cours we will see that biologist cannot read the 3 billion nucleotid of a human genom as you would read a book from begin to end. howev they can read shorter fragment of dna. in thi cours we will see how graph theori can be use to assembl genom from these short piec in what amount to the largest jigsaw puzzl ever put together. in the second half of the cours we will discuss antibiot a topic of great relev as antimicrobial-resist bacteria like mrsa are on the rise. you know antibiot as drug but on the molecular level they are short mini-protein that have been engin by bacteria to kill their enemies. determin the sequenc of amino acid make up one of these antibiot is an import research problem and one that is similar to that of sequenc a genom by assembl tini fragment of dna. we will see how brute forc algorithm that tri everi possibl solut are abl to identifi natur occur antibiot so that they can be synthes in a lab. final you will learn how to appli popular bioinformat softwar tool to sequenc the genom of a deadli staphylococcu bacterium that ha acquir antibiot resistance.algorithm antibiot bioinformat acid genom biochemistri comput biolog biolog genom antibiot life-sci health-informat

fundament of music theoryintermediatethi cours will introduc student to the theori of music provid them with the skill need to read and write western music notat as well as to understand analys and listen informedly. it will cover materi such as pitch and scale interv clef rhythm form meter phrase and cadenc and basic harmony. thi cours cover the fundament of western music theori from the absolut basic to some more advanc concept and as such is the perfect cours for beginn and more experienc musician alike. follow us on twitter @musictheorymooc #edmusictheorysc gnu octav guitar write harmoni analysi chord jazz piano music arts-and-human music-and-art

introduct to data signal and imag analysi with matlabbeginnerwelcom to introduct to data signal and imag analysi with matlab! matlab is an extrem versatil program languag for data signal and imag analysi tasks. thi cours provid an introduct on how to use matlab for data signal and imag analysis. after complet the cours learner will understand how machin learn method can be use in matlab for data classif and prediction; how to perform data visual includ data visual for high dimension datasets; how to perform imag process and analysi method includ imag filter and imag segmentation; and how to perform common signal analysi task includ filter design and frequenc analysis.imag segment signal process euler' totient function statist classif matlab linear imag analysi multivari calculu data analysi appli machin learn data-sci data-analysi

design a client welcom kit use canvabeginnerbi the end of thi project you will creat the main compon of a client welcom kit for use in your small business. you will be abl to incorpor a color scheme imag and other design element for aesthet pleas and value-ad busi market collateral. thi cours will includ intermedi to advanc level skill use the free version of canva. you will creat the follow page cover content/index introduct servic project process portfolio what to expect/condit contact end page with space for a quote. creat a high-qual welcom kit is the perfect way to commun your busi expect and show your excit about work with your new client. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.brand awar style guid entrepreneurship brand project market collater busi market graphic design market strategi strategi busi market

nanotechnolog a maker� coursebeginnerhow can we creat nano-structur that are 10 000 time smaller than the diamet of a human hair? how can we �see� at the nano-scale? through instruct and lab demonstr in thi cours you will obtain a rich understand of the capabl of nanotechnolog tool and how to use thi equip for nano-scal fabric and characterization. the nanoscal is the next frontier of the maker cultur where design becom reality. to becom a nanotechnolog maker pioneer we will introduc you to the practic knowledg skill and tool that can turn your nanotechnolog idea into physic form and that enabl you to imag object at the nano-scale. thi cours ha been develop by faculti and staff expert in nano-fabr electron beam microscopi and nano-character through the research triangl nanotechnolog network rtnn. the rtnn offer train and use of the tool demonstr in thi cours to school and industri through the unit state nation nanotechnolog coordin infrastructur program. the tool demonstr in thi cours are avail to the public through the rtnn.thin nanotechnolog nanoparticl chemistri process materi film nanoparticl character of nanoparticl lithographi physical-science-and-engin electrical-engin

journey convers weav knowledg and actionbeginnerjourney of the univers weav togeth the discoveri of the evolutionari scienc togeth with human such as histori philosophi art and religion. thi cours draw on the journey of the univers convers a seri of 20 interview with scientist and environmentalists. the first 10 interview are with scientist and historian who deepen our understand of the evolutionari process of univers earth and humans. the second 10 interview are with environmentalist teacher and artist who explor the connect between the univers stori and the practic for a flourish earth community.sustain energi energi astronomi solar system awe languag histori art accept vers protocol physical-science-and-engin environmental-science-and-sustain

health and healthcar in transit dilemma of governanceintermediateour societi are changing. on one hand unpreced socio-demograph chang are underway albeit unevenli across variou set life expect continu to rise global facilit the rise of number of peopl live with one or more chronic diseases. on the other hand societi are undergo major polit transform as well. exampl includ the massiv transit away from commun result from the dissolut of ussr and rise of particip societi in the eu to name just a few. in thi shift environ the issu of health becom particularli difficult to deal with. current approach to govern process and structur that defin people� health often fall short in respond to the chang health need of the popul and in be adequ to shift societ conditions. how to ensur and improv the health of citizen in time of societ transitions? thi cours invit learner to explor thi question use exampl from multipl settings. aim thi cours aim to equip learner with the knowledg and skill need to assess develop and implement option for health polici program and servic in way that are respons to chang popul health need and to societ contexts; and to provid learner with analyt insight into the interconnect between societ transform health and govern to facilit the develop of more respons and contextu adequ health and health govern approaches. after complet of thi cours you will be abl to 1.\trecogn dilemma in the govern of health and healthcar and the origin of these dilemma 2.\tto be awar of differ approach in govern of health and healthcare; identifi the trade-off in these approach for particular case 3.\trecogn actor and structur pertain to the govern of health and healthcar on differ level 4.\tidentifi problem in polici program structur and practic pertain to the govern of health and healthcar in specif set 5.\tformul and justifi combin in approach to health and health govern suitabl to variou applic in specif set thi cours wa develop by a consortium of five univers maastricht univers nation research tomsk state univers nation univers of "kyiv-mohyla academy" nation pirogov memori medic univers vinnytsya and siberian state medic univers within the framework of bihsena project. bihsena stand for �bridg innov health and societi educ capac build in the eastern european neighbour areas�. bihsena project ha been fund with support from the european commission. thi cours reflect the view onli of the author and the commiss cannot be held respons for ani use which may be made of the inform contain therein.cooper health care health activ health system health polici polici develop public particip environment health health care reform leadership life-sci public-health

master remot work and onlin studi in u.s. in the post-covid eraadvancedar you readi for the new covid-forc onlin learn paradigm? thi competency-bas skill-build cours will help non-u.s. student first-gener immigr and foreign-born profession better understand and master american onlin learn as well as other u.s. virtual environ for colleg and career success. in the post-covid era the cours can also be veri instrument in assist u.s.-bas institut in organ remot learn activ for their current or prospect intern students. the current pandem ha disrupt the world of higher educ and work as we know it. mani thousand of intern student and profession can no longer travel intern at will and must now learn how to effect studi and work remotely. to excel in american onlin learn and work environ intern student and foreign-born profession need to know how american univers and compani use the internet to organ studi and work develop and execut project commun idea collabor and solv organiz and technic problems. by take thi cours you will learn how to enhanc your cultur knowledg and assess potenti skill gap that may hinder your onlin experi or neg impact your perform in u.s. virtual learn and work environments. throughout the cours you will systemat review compet requir for onlin work come to better understand common barrier for non-n student and profession learn how to detect and overcom compet gap and develop plan for self-improv and success. we believ that you will find the cours use and gain new knowledg and skill to becom more success in your remot study/work in the u.s. the cours wa previous offer as imooc101 and imooc102 "master american e-learning". we have updat it to reflect the new realiti of the post well not yet!-covid era. we will be glad if you could share your own experi in navig the new world of remot teach learn and work.onlin learn experi cultur onlin machin learn cultur shock text servic framework educ cross-cultur commun train colleg social-sci educ

healthi practic nutrit physic activ and commun and famili participationintermediatein thi cours you will find a comprehens overlook of healthi practic in public school in the usa includ physic activ and nutrit in the school setting. we will review the basic of some of the regulatori program found in the unit state that support healthi student through nutrit educ and nutrit programs. you will be abl to explain some of the nutrit compon such as altern to the use of sugar-sweeten beverages. mani of these principl can be appli to student in school throughout the globe. you will understand how the school can support physic activ throughout the day and how they can effect offer physic education. learner will be abl to explain mvpa or moder to vigor physic activity. they will identifi thi as the newest method for measur and evalu what count as physic activ in term of mets. particip in the cours will be abl to explain the scienc behind the recommend "60 minut of physic activity" and what count toward mvpa both dure and outsid of the school day. learner will be abl to evalu and explain how what student eat and how they exercis impact student success. we will provid you with inform to help you to promot the teamwork that it take to implement success nutrit and physic activ programs. our discuss will includ where to find and how to develop commun support and encourag famili participation. later in the cours you will understand how attend impact student success. togeth we will look at real-lif exampl of program in a school set and thi will help you to recogn what impact you can have on improv the health and success of student in your own community.phys educ diet physic activ educ nutrit educ healthi diet child nutrit health educ exercis life-sci nutrit

learn to teach onlinebeginnerar you an educator? have you ever want to understand more about how to design your class to make better use of educ technolog � whether fulli onlin or in blend contexts? would you like to learn from those who have extens practic experi with onlin technologies? the learn to teach onlin ltto mooc will help you develop a work understand of success onlin teach strategi that you can appli in your own practice. the cours is base upon the multi award win open educ resourc develop by dr simon mcintyr and karin watson. integr onlin technolog into your teach can be a challeng prospect and it can be difficult to know how to approach it effect for the benefit of both student and yourself. no one know your own content and teach strength better than you and the �one size fit all� formula doesn�t alway suit everyone. no matter what type of technolog you are interest in explor or your level of experi thi cours will help you draw on your teach strength and find the approach that is right for you your student and your educ context. thi cours will guid you through your journey of understand how onlin technolog can enhanc your cours design. you will have the opportun to develop your understand of effect onlin teach practic and their relationship to the use of differ technologies. you will also be encourag to progress design and reflect upon your own onlin learn activ assess or resourc for use in your own class if you choos to undertak the cours assignments.onlin learn plan resourc evalu onlin machin learn human learn teach educ teach method strategi social-sci educ

research report deliv insightsadvancedy have complet all the hard work of conduct your intern secondari and primari research. you have analyz all the data and are abl to formul insight and recommend base on your research proposal. but what is the best way to present your find and be abl to make a decision? in thi cours you will discuss how to incorpor a stori in your market present to help you captur the attent and gain support of stakehold and busi leaders. you will choos the most effect analyt method for deliv your insight and the best present method for your given audience. you will incorpor data visual best practic and use tip and trick when present to your variou level of decis maker and stakeholders.market research secur research digit advertis conjoint analysi market plan market digit market market research perceptu map social media market busi market

foundat of teach for learn capston the reflect practitionernot calibratedthi cours is open to learner who have complet all eight cours on the foundat of teach for learn mooc. it revisit topic cover and focus on what it realli mean to be a reflect practitioner. one of the great paradox of learn is that the more you know the more you becom awar of what you don�t know... and the more you want to know! thi cours offer an opportun to further deepen and broaden your profession expertise. it provid an opportun to particip in practic task and assess that draw on the knowledg and skill gain in the previou courses. if you have complet the eight cours sign up to the signatur track met all the assess requir of the programm and would like to continu to build on your interest and achiev thi cours is for you! there is enough challeng and scope for learner who alreadi have teach experi but thi cours is also suitabl for less experienc learner who may not have a great deal of teacher educ or may not yet hold a teach qualification. announc for us base teacher coursera and it partner are proud to offer elig teacher in the us free cours certif for thi cours and other high-qual teacher profession develop cours through the connect effort announc by presid obama. to particip in thi opportun us district leader simpli need to approv coursera teacher profession develop by complet a brief form at www.coursera.org/tpd. us teacher interest in thi opportun are also encourag to follow the link to learn more and www.coursera.org/tpd. onc a district� form ha been verifi the district leader will be notifi and teacher in the district will receiv access to free verifi certif for coursera profession development. coursera and the commonwealth educ trust thank educ for the hard work they do everi day and hope thi opportun will assist us teacher to continu develop their craft in a meaning and flexibl way.author opinion affair proposit hope educ lesson plan plan receiv critic friend social-sci educ

fundament of global energi businessintermediatelearn about divers and integr market for primari energi and the essenti consider drive busi leader and polici maker in develop of global energi resources.natur ga market econom energi market strateg analysi renew energi oil energi suppli chain busi analysi analysi physical-science-and-engin environmental-science-and-sustain

research data manag and sharingintermediatethi cours will provid learner with an introduct to research data manag and sharing. after complet thi cours learner will understand the divers of data and their manag need across the research data lifecycl be abl to identifi the compon of good data manag plan and be familiar with best practic for work with data includ the organ document and storag and secur of data. learner will also understand the impetu and import of archiv and share data as well as how to assess the trustworthi of repositories. today an increas number of fund agenc journal and other stakehold are requir data produc to share archiv and plan for the manag of their data. in order to respond to these requir research and inform profession will need the data manag and curat knowledg and skill that support the long-term preserv access and reus of data. effect manag data can also help optim research output increas the impact of research and support open scientif inquiry. after complet thi cours learner will be better equip to manag data throughout the entir research data lifecycl from project plan to the end of the project when data ideal are share and made avail within a trustworthi repository. thi cours wa develop by the curat research asset and data use lifecycl educ cradl project in collabor with edina at the univers of edinburgh. thi cours wa made possibl in part by the institut of museum and librari servic under award #re-06-13-0052-13. the view find conclus or recommend express in thi research data manag and share mooc do not necessarili repres those of the institut of museum and librari services. hashtag #rdmsmoocen document manag system strategi data manag confidenti research data archiv metadata plan data file leadership and manag data-sci data-analysi

from idea to startupbeginnerhow do you implement ideas? thi cours provid practic proven tool for transform an idea into a product or servic that creat valu for others. as student acquir these tool they learn how to tell bad idea from good how to build a win strategi how to shape a uniqu valu proposit prepar a busi plan compar their innov to exist solut build flexibl into their plan and determin when best to quit. as a vital part of the cours student conduct on-sit interview with entrepreneur who have launch startup and are eager to share their valuabl insight with them. upon complet thi cours success graduat will be abl to 1.\ttransform idea into real product servic and process by valid the idea test it and turn it into a grow profit and sustain business. 2.\tidentifi the major step and requir in order to estim the potenti of an innov idea as the basi of an innov project. 3.\treach creativ solut via an iter of a virtual endless stream of world-chang idea and strategi integr feedback and learn from failur along the way. 4.\tappli the 10 entrepreneuri tool in creat a busi plan for a new innov venture. 5.\tappli method and strategi learn from interview with startup entrepreneur and innovators. 6.\tcommun and sell innov idea successfully.strategi plan creativ entrepreneurship thought busi plan psycholog i-dea team build risk busi entrepreneurship

model and design for mechan engin with autodesk fusion 360beginnerther are mani consider that play a part in engin a new product. regardless of what that product is there are fundament such as form fit and function when it come to digit modeling. in thi cours we lay the foundat to creat ani design and dive deep into topic about the control of the design. from assembl joint and joint limit to complex shape use form rest assur that your design will be rock solid. after complet thi cours you'll be abl to - creat and drive a mechan gear assembly. - creat and modifi a form-bas design. - use design tool for mold parts. - demonstr profici in the setup and creation of a design.autodesk solidwork model autocad 3d model 3d print design for reus mechan design mechan engin computer-aid design physical-science-and-engin mechanical-engin

creat your first nosql databas with mongodb and compassbeginnerin thi guid project you will creat a mongodb databas and collect to store blog post and optim it use index while have an overview of some of the basic command in order to learn the basic of nosql document databas structur the mongodb shell and the usag of the power mongodb compass gui to manag inspect and optim a mongodb database. nosql is an altern to tradit relat databases. nosql databas sacrific some relat databas characterist such as a well-defin structur and strict relat between entiti in order to achiev better and easier scale and replic to handl larg quantiti of data while be more gener flexibl cheaper and easier to manage. instead of use tabl row and column nosql document databas such as mongodb use collect document and field repres with the well known json format. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.docu databas mongodb row databas nosql sql blog post relat databas sap erp cloud comput secur information-technolog data-manag

the holocaust the destruct of european jewryintermediateth holocaust the destruct of european jewri is an adapt of an on-campu cours that ha been co-taught by murray baumgarten distinguish professor of english and compar literatur literatur depart and peter kenez professor emeritu histori depart for over 20 year at uc santa cruz. in thi cours you will explor the holocaust from the overlap perspect of literatur and history�through memoir histor document poetri documentari footag filmic represent and novels. you will expand your knowledg of the literatur of the holocaust eastern and western european jewish commun the origin and develop of antisemit the establish of labor and extermin camp resist movement and the holocaust as a problem for world history. there is more than one way to take thi cours you can complet all of the activ and earn a verifi certif or onli the activ that are most interest to you. whatev you choos to do we encourag you to find a havruta a studi partner in your commun or in the coursera commun so that you can experi the cours in a more interact and meaning way.labor write war poetri write antisemit histori holocaust experi i-dea religion arts-and-human histori

approxim algorithm part iinot calibratedapproxim algorithm part 2 thi is the continu of approxim algorithm part 1. here you will learn linear program dualiti appli to the design of some approxim algorithm and semidefinit program appli to maxcut. by take the two part of thi cours you will be expos to a rang of problem at the foundat of theoret comput scienc and to power design and analysi techniques. upon complet you will be abl to recogn when face with a new combinatori optim problem whether it is close to one of a few known basic problem and will be abl to design linear program relax and use random round to attempt to solv your own problem. the cours content and in particular the homework is of a theoret natur without ani program assignments. thi is the second of a two-part cours on approxim algorithms.approxim maximum cut approxim algorithm facil locat problem comput program weak dualiti linear program linear program relax steiner tree problem dual graph computer-sci algorithm

introduct to cloud computingbeginnerthi cours introduc you to the core concept of cloud computing. you gain the foundat knowledg requir for understand cloud comput from a busi perspect as also for becom a cloud practitioner. you understand the definit and essenti characterist of cloud comput it histori the busi case for cloud comput and emerg technolog usecas enabl by cloud. we introduc you to some of the promin servic provid of our time e.g. aw googl ibm microsoft etc. the servic they offer and look at some case studi of cloud comput across industri verticals. you learn about the variou cloud servic model iaa paa saa and deploy model public privat hybrid and the key compon of a cloud infrastructur vm network storag - file block object cdn. we also cover emerg cloud trend and practic includ - hybrid multicloud microservic serverless devop cloud nativ and applic modernization. and we go over the basic of cloud secur monitor and differ job role in the cloud industry. even though thi cours doe not requir ani prior cloud comput or program experi by the end of the cours you will have creat your own account on ibm cloud and gain some hands-on experi by provis a cloud servic and work with it. thi cours is suitabl for a larg varieti of audienc - whether you are an execut / manag / student who want to becom familiar with cloud comput terminolog and concept or someon who want foundat ground in cloud comput to start a career in thi field or becom a cloud practition - such as a cloud engin develop analyst etc. the complet of thi cours also make you elig to earn the cloud comput core ibm digit badge. more inform about the badg can be found here https//www.youracclaim.com/org/ibm/badge/introduction-to-cloud-computingcloud infrastructur cloud comput secur cloud comput bare machin microservic cloud storag softwar as a servic secur it servic manag ibm cloud information-technolog cloud-comput

understand use and secur crypto and digit assetsadvancedthi special offer the latest develop in blockchain technolog through a highli engag learn experi with anim video compon and intuit cours flow to maxim your knowledg retention.multi-factor authent authent physic secur asset cryptographi password password manag secur multisignatur cryptocurr information-technolog secur

introduct to enterpris computingintermediatelarg scale enterpris comput power all major transact and the mainfram is respons for 87% of all credit card transact and enabl 71% of all fortun 500 companies. mainfram are fundament on how we do busi and ibm z is the onli product mainfram sold today. virtual everyon depend on it. thi is your introduct to the hardwar oper system secur and featur that make thi possible. on success complet of thi cours learner are elig to earn their introduct to enterpris comput badge. more inform can be found here https//www.youracclaim.com/org/ibm/badge/introduction-to-enterprise-computingcomput architectur mainfram system architectur resourc access control facil softwar featur cryptographi mainfram secur softwar enterpris softwar information-technolog cloud-comput

commun strategi for a virtual agebeginnercommun ha changed! the tradit rule for speak and present meet coordin influenc peopl negoti and sell idea no longer appli in a world of skype messeng video and teleconference. thi cours will act as an overview on sever concept each of which could be a cours of their own and our goal is to give you tool that you can practic and perfect on your own. by the end of thi cours you will be abl to �\tappli commun principl and techniqu for in-person and virtual team � use a scienc base approach to creat impact present �\trefin your commun style to better persuad and influenc other �\trun more effect and impact meet � incorpor strategi to have posit difficult convers and make peopl feel valu and listen to *** thi cours will requir you to record yourself speaking. therefor you must have a phone/comput with a function camera and microphone.*** who should take thi course? anyon look for profession and/or leadership development. thi class mainli use exampl from the profession busi environment. if you are look to advanc at your current organ or to enhanc your person valu for potenti employ thi cours is for you. what make thi cours effective? mani educ experi describ and explain but in thi cours we will appli and demonstrate. we teach practic and proven concept show you how to appli them and give you opportun to practic them in a safe and support environment. thi cours is full of opportun to put the idea present into practic and test their effect for yourself. whi should you take thi course? we will challeng the preconceiv idea about what it mean to be part of a virtual team and support you to be a dynam team contributor no matter where you work. in thi cours you can expect to be both energ and uncomfort � like in most experi that result in posit growth and change! thi cours is offer through the univers of toronto school of continu studi https//learn.utoronto.ca/.commun negoti public speak present strategi virtual team confid speech strateg commun leadership and manag busi leadership-and-manag

develop of real-tim systemsadvancedthi cours is intend for the master' student and comput engin who like practic program and problem solving! after complet thi cours you will have the knowledg to plan and set-up a real-tim system both on paper and in practice. the cours center around the problem of achiev time correct in embed system which mean to guarante that the system react within the real-tim requirements. exampl of such system includ airbag emerg break avion and also multi-media system like video playback and qo in web servers. the cours teach how to plan real-tim system in theori use establish mathemat proof and how to implement them in practic by use the most common schedul methods. we also learn and how to program the system in the c languag use the freerto real-tim kernel. final we have a look at the futur of real-tim system name multi-cor real-tim systems! thi cours focu on the learn-by-do approach with mani exampl and real-world program assignments. we have 5 modul each with a gentl grade quiz in the end and one peer review program assignment. in case you have no experi with c program pleas check you a practic cours like https//www.coursera.org/learn/arduino-platform the cours is actual quit fun! -simon holmbacka / �bo akademi univers check out our whole curriculum https//research.it.abo.fi/multi-cor processor context switch mutual exclus freerto comput architectur algorithm real-tim oper system schedul comput period function schedul computer-sci software-develop

log monitor and observ in googl cloudbeginnerthi three-day instructor-l cours teach particip techniqu for monitor troubleshoot and improv infrastructur and applic perform in googl cloud. guid by the principl of site reliabl engin sre and use a combin of present demo hands-on lab and real-world case studi attende gain experi with full-stack monitor real-tim log manag and analysi debug code in product trace applic perform bottleneck and profil cpu and memori usage.incid manag softwar bug troubleshoot metadata cost control oper manag perform measur busi transact manag audit trail cloud applic information-technolog support-and-oper

access controlsintermediatewelcom to access controls! the access control cours provid inform pertain to specifi what user are permit to do the resourc they are allow to access and what oper they are abl to perform on a system. access control help manag limit and monitor system use at a user level or group membership. you will understand the differ access control system and how they should be implement to protect the system and data use the differ level of confidenti integr and availability. the access control cours provid inform pertain to specifi what user are permit to do the resourc they are allow to access and what oper they are abl to perform on a system. access control help manag limit and monitor system use at a user level and is usual predefin base on author level or group membership. you will understand the differ access control system and how they should be implement to protect the system and data use the differ level of confidenti integr and availability. object 1. describ how to implement authent mechan 2. identifi and oper internetwork trust architectur 3. describ the process of administ ident manag life cycl 4. implement the differ type of access control subject/object basedtrust path mandatori access control biometr role hierarchi access control authent separ of duti biba model role-bas access control ident manag information-technolog secur

biolog divers (theori measur and data sampl techniques)intermediateth cours present an overview of the theori behind biolog divers evolut and dynam and of method for divers calcul and estimation. we will becom familiar with the major alpha beta and gamma divers estim techniques. understand how biodivers evolv and is evolv on earth and how to correctli use and interpret biodivers data is import for all student interest in conserv biolog and ecolog whether they pursu career in academia or as polici maker and other profession student graduat from our program do both. academ need to be abl to use the theori and indic correctli wherea polici maker must be abl to understand and interpret the conclus offer by the academics. the cours ha the follow expect and result - cover the theoret and practic issu involv in biodivers theori - conduct survey and inventori of biodivers - analyz the inform gather - and appli their analysi to ecolog and conserv problems. need learner background - basic of ecolog and calculu - good understand of englishecolog biodivers evolut climat chang ecosystem speci analysi common speci phylogenet gener statist life-sci basic-sci

creat fault toler mongodb clusterbeginnerin thi cours you will creat a mongodb replica set on a singl linux server to becom familiar with the setup. there will be three server one primari server and two secondari servers. you will then popul the databas collect from a csv file use the mongo shell. you will then retriev data from the collect to verifi the data. final one of the server will be taken down and you will observ that the data is still avail through a new primari server. databas replic is an import aspect of data management. by keep copi of a databas on multipl server it allow continu access to data when a databas server goe down. each replica databas server should be kept on a separ physic server. thi ensur that if one entir physic server becom unavail for some reason the other databas server can still be accessed. mongodb includ the mean to handl replica in a straight-forward manner. there is one primari databas server through which an applic may connect to the database. ani time a write occur to the primari server the secondari server are updat with the new data. when the primari server goe down one of the secondari server take over as the primari server. there is a minimum of three server requir for a replica set. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.databas verif and valid jpeg project manag certif data cluster algorithm server farm connect string mongodb inc. databas server mongodb information-technolog data-manag

java program build a recommend systembeginnerev wonder how netflix decid what movi to recommend for you? or how amazon recommend books? we can get a feel for how it work by build a simplifi recommend of our own! in thi capston you will show off your problem solv and java program skill by creat recommend systems. you will work with data for movi includ rate but the principl involv can easili be adapt to book restaur and more. you will write a program to answer question about the data includ which item should be recommend to a user base on their rate of sever movies. given input file on user rate and movi titl you will be abl to 1. read in and pars data into list and maps; 2. calcul averag ratings; 3. calcul how similar a given rater is to anoth user base on ratings; and 4. recommend movi to a given user base on ratings. 5. display recommend movi for a given user on a webpage.javascript comput program netbean softwar decipher java program java softwar platform softwar engin engin softwar comput scienc computer-sci software-develop

busi analysi & process managementbeginnerthi is a guid project for both beginn and profession manag small to medium enterpris or work in the field of busi analysi & busi process management. it provid you with the initi know-how of analyz busi from a process view which allow you to further develop the skill need to creat solut to your current busi problems. by the end of thi project you will be abl to analyz busi process and find solut to exist busi problems; defin your busi process their object and how they flow within the organiz context; identifi the differ process stakehold and their role in your busi processes; and evalu the current busi from a process view break down the problem and find an applic busi solution. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.analysi busi process manag process process manag process model busi analysi autom busi process leadership and manag project busi process busi leadership-and-manag

statist for genom data scienceintermediatean introduct to the statist behind the most popular genom data scienc projects. thi is the sixth cours in the genom big data scienc special from john hopkin university.bioinformat molecular biolog count data genom comput biolog linear regress bioconductor biostatist linear model gener statist data-sci probability-and-statist

connect with sale prospectsconversantin cours two of the art of sale special you will learn how to run high-impact meet that creat complet separ between you and everyon els your custom come into contact with. you will learn the import of ask better question and how to anticip and handl sale objections. final you will learn how to tell power stori and to give and receiv perform feedback.merchandis consumpt econom sale manag prospect sale meet influenc lead gener sale strategi disciplin sale busi leadership-and-manag

the scienc of stem cellsintermediatewhat promis do stem cell hold for the treatment of medic conditions? in thi five-part onlin cours you will explor the histori and basic biolog of stem cell learn about new research techniqu and find out how stem cell could lead to cure for diseas and to individu medicine. you will hear from museum scientist medic research at the frontier of the field and a panel of bioethic expert who will address the ethic implic of stem cell research and therapy. learn what ha alreadi been accomplish what challeng remain and what medic breakthrough may lie ahead.eth biolog stem cell research stem cell therapi stem cell biolog bioethic stem cell stem cell biolog life-sci basic-sci

how to get skill introduct to individu skill manag (project-cent course)beginnerdo you want to gain a competit edg on the job market? would you like to improv the way that you organ manag and present your skill to succeed in a competency-bas competit job selection? have you prepar to compet for job in the age of ai-pow recruiting? thi project-cent course* is design for work profession who want to direct their skill-build activ toward creat power evidence-bas data-driven and externally-verifi job applications. when you complet the cours you�ll be abl to object measur your level of skill acquisit against your desir job� requir and the like competition. you�ll learn how to use experienti method and tool such as simul benchmark compet dashboard and skill assess to operation and quantifi your skills. you will know how to realist estim your like score in the competit job selection; you will also find out how much of each skill you need to develop to stand out and beat the competition. in addit to improv your job applic the cours will teach you how to increas the effect of your ongo profession develop by monitor the level of skill acquisition. the cours will provid you with tangibl outcom for immedi use. we�ll show you how to use a simpl power comput program to organ and manag your skill inventory. your complet project will focu on your desir job and will includ three compon 1 a skillset summari checklist; 2 a select criteria statement; and 3 a profession develop plan. upon complet of the cours you will be abl to use the result of the project to strengthen your next job applic or promot request. you�ll be abl to use the same techniqu to direct your skill-build activ and continu monitor their effectiveness. what is requir in the cours we�ll provid video read and learn activities. there is an option cours companion book avail for purchas on amazon.com. to download the cours softwar �j.a.f.a.r skill manag pro tm� you will need to access the cours companion websit at https//www.skillsmanager.pro. the softwar is a copyright excel spreadsheet template; for cours particip it is provid free of charg for person non-commerci use only. to use the softwar you will need to have a basic level of profici and a licens copi of ms excel. *about project-cent cours project-cent cours are design to help you complet a person meaning real-world project with your instructor and a commun of like-mind support learner with similar goal provid guidanc and suggest along the way. by activ appli new concept as you learn you�ll master the cours content more efficiently; you�ll also get a head start on use the skill you gain to make posit chang in your life and career. when you complet the cours you�ll have a finish project that you�ll be proud to use and share.human resourc train and develop profession develop skill manag train program leadership and manag competit person advertis benchmark manag train personal-develop personal-develop

factori and fraction factori designsintermediatemani experi in engin scienc and busi involv sever factors. thi cours is an introduct to these type of multifactor experiments. the appropri experiment strategi for these situat is base on the factori design a type of experi where factor are vari together. thi cours focus on design these type of experi and on use the anova for analyz the result data. these type of experi often includ nuisanc factor and the block principl can be use in factori design to handl these situations. as the number of factor of interest grow full factori becom too expens and fraction version of the factori design are useful. thi cours will cover the benefit of fraction factori along with method for construct and analyz the data from these experiments.run probabl plot factori multi-factor authent experiment design experi factori experi probabl fraction factori design number spreadsheet data-sci probability-and-statist

research kitchenadvancedth research kitchen is a uniqu format that we have develop extra for you curiou learner interest in competit strategi and organ design yearn for a first glimps into the world of research. it is voluntari and "just for fun" - so pleas go on and have a look! differ to other cours of our special competit strategi and organ design it is compris of brief paper session rather than modules. for a chang you will experi the instructor tobia kretschmer at the whiteboard of hi veri own institut at lmu munich. here he will summar key find of recent research paper on topic relat to the three cours competit strategi advanc competit strategi and strateg organ design. topic that research today are work on to enhanc the knowledg of tomorrow. we hope you enjoy thi innov format and possibl even find some inspir and motiv for your own futur research.cook present benefit busi research organ design competit save strategi number spreadsheet i-dea busi business-strategi

graphic designbeginnerwelcom to graphic design the second cours in the effect commun specialization. over 70 differ compani have provid thi special to their employe as a resourc for intern profession development. why? becaus employ know that effect visual commun is the key to attract an audienc build a relationship and close the sale. thi practic cours give you the tool to creat profession look powerpoint report resum and presentations.. use a set of best practic refin through year of experi you�ll � make your work look fresh and inspired. � appli simpl design �tricks� to begin ani project with confid and professionalism. � receiv and respond to critic and revis your project from good to great. "thi cours is fantastic. it teach a great amount of starter graphic design inform but it is broken down into easili understood video and quizzes. the qualiti wa top notch and the interact wa as good as you would get in a brick and mortar school. i did not feel like i wa miss anyth by take it online." - a recent graphic design student all of the cours assign can be complet with basic present softwar such as microsoft powerpoint googl slide or appl keynote. you�ll also have opportun to explor and appli more sophist tool such as adob photoshop illustr and indesign.digit design visual design graphic design visual commun comput graphic poster typographi present color imag commun busi business-essenti

set up a digit librari with epicbeginnerbi the end of thi project you will have creat a digit librari for student that will connect them to over 40 000 digit book while give teacher the abil to assign book to student and view student progress. epic is an invalu tool for the tech-connect classroom. whether use in the classroom for virtual learn or at home epic allow all children to have access to qualiti book audiobook and video to encourag their love of reading. if you are look for way to motiv young reader or ensur that access to book is never a problem for grow reader join me as we learn how to use epic to help all student succeed. *you will need a free epic account for thi project.project mine child book teach home project python program student' t-distribut parent leadership and manag social-sci educ

how to manag a remot teamadvancedremot manag is much more than just implement a work-from-hom policy. in thi cours you�ll learn and appli remot work best practic build your remot work polici and prepar your team for success. thi cours is ideal for current manag execut and human resourc profession who want to learn how to lead and support a high-funct scalabl remot team. gitlab is one of the world� largest all-remot organizations; expert from throughout the compani will guid you through in-depth lesson for leader peopl manag and hr profession to build manag and scale. by the end of thi cours you will be abl to - lead in a remot environ - build a remot organiz cultur and practic - assess teams� and managers� readi and prepar for remot work - creat a foundat strategi for execut a remot transform for the final project in thi cours you will creat a real or hypothet strateg plan to transit a team to remot operation. you will assess your organization' remot matur and infrastructur and identifi the best team structur for remot oper � includ determin whether to use an all-remot or remote-friendli model. you'll outlin plan for document educ leadership and equip or resourc need for your uniqu organization. thi is an intermediate-level cours intend for learner who have previou experi manag or lead people. to succeed in thi cours you should have at least one year of manag experience. no remot experi is required.organiz cultur busi strategi strategi workspac imag resolut leadership adapt commun cultur human resourc busi leadership-and-manag

academ skill for univers success capstonebeginnerthi special is aim at prepar student for undergradu studi in an english-speak university. the cours equip you for full particip and engag with your studi by build awar and understand of the core valu and expect of academ cultur and provid you with practic strategi to appli to your studies. in the capston project you will appli the academ knowledg and skill you have learnt throughout cours 1-4 to research write and present a project propos that address a complex real-world problem relat to your field of interest and/or futur study. after complet thi cours you will be abl to 1.\tappli a rang of idea gener techniqu 2.\tappli research strategi to search collect select process and cite inform 3.\tuse the research process to develop and critic analys idea 4.\tappli critic think skill to evalu and analys idea and evid 5.\tuse problem-solv skill to identifi gap in knowledg and defin issu 6.\tdevelop creativ and innov solut to real-world problem 7.\tuse appropri academ genr for written text and multi-media present 8.\tuse written and oral skill to commun idea effect for academ contextsbrainstorm i-dea futur studi project smart criteria causal present evalu write resourc social-sci educ

advanc featur with relat databas tabl use sqlitestudiobeginnerin thi cours you�ll increas your knowledg of and experi with relat tabl as you explor altern way of get data into tables. you�ll also look at some of the advanc featur that can give relat tabl super powers. as you learn about the new featur you�ll use sqlitestudio to appli them to your tables. those featur will enabl your tabl to more effici manag data�whil keep your data safe and accurate. tabl are great for data storage. the concept of organ data in row and column is familiar to most people. account use spreadsheet to organ financi data make it easier to budget and track expenses. parent use list with column to track their family� schedul so that everyon get to particip in outsid activities. even the intern revenu servic get in the game by use tax tabl to provid tax amount for a varieti of incomes. even a simpl groceri list is tabular in nature. each row is an item with one column have the item' name/descript and a second column note the quantiti needed. it� no surpris that databas design like to use tabl in a relat databas to organ and store data. in the design and creat a relat databas tabl use sqlitestudio cours you learn about tables. you creat and popul a relat tabl use the sqlitestudio databas manag system. that wa a great beginning. now it' time for the next step!databas manag system databas design relat databas leadership and manag sql accuraci and precis project financ databas sqlite information-technolog data-manag

data visual with pythonbeginner"a pictur is worth a thousand words". we are all familiar with thi expression. it especi appli when tri to explain the insight obtain from the analysi of increasingli larg datasets. data visual play an essenti role in the represent of both small and large-scal data. one of the key skill of a data scientist is the abil to tell a compel stori visual data and find in an approach and stimul way. learn how to leverag a softwar tool to visual data will also enabl you to extract inform better understand the data and make more effect decisions. the main goal of thi data visual with python cours is to teach you how to take data that at first glanc ha littl mean and present that data in a form that make sens to people. variou techniqu have been develop for present data visual but in thi cours we will be use sever data visual librari in python name matplotlib seaborn and folium. limit time offer subscript is onli $39 usd per month for access to grade materi and a certificate.chart python program choropleth map analysi comput program data visual map matplotlib bar chart data analysi data-sci data-analysi

design run and analyz experimentsadvancedy may never be sure whether you have an effect user experi until you have test it with users. in thi cours you�ll learn how to design user-cent experi how to run such experi and how to analyz data from these experi in order to evalu and valid user experiences. you will work through real-world exampl of experi from the field of ux ixd and hci understand issu in experi design and analysis. you will analyz multipl data set use recip given to you in the r statist program languag -- no prior program experi is assum or requir but you will be requir to read understand and modifi code snippet provid to you. by the end of the cours you will be abl to knowledg design run and analyz your own experi that give statist weight to your designs.experi a/b test analysi rstudio experiment design comput program gener statist order logit statist signific r program computer-sci design-and-product

system valid (4) model softwar protocol and other behaviouradvancedsystem valid is the field that studi the fundament of system commun and inform processing. it allow autom analysi base on behaviour model of a system to see if a system work correctly. we want to guarante that the system doe exactli what it is suppos to do. the techniqu put forward in system valid allow to prove the absenc of errors. it allow to design embed system behaviour that is structur sound and as a side effect enforc you to make the behaviour simpl and insightful. thi mean that the system are not onli behav correctli but are also much easier to maintain and adapt. �model softwar protocol and other behaviour' demonstr the power of formal method in softwar model commun protocol and other examples. read material. j.f. groot and m.r. mousavi. model and analysi of commun systems. the mit press 2014.state space process system v linear behavior transit system finite-st machin altern bit protocol commun protocol databas normal computer-sci software-develop

origin - format of the univers solar system earth and lifeintermediateth origin cours track the origin of all thing � from the big bang to the origin of the solar system and the earth. the cours follow the evolut of life on our planet through deep geolog time to present life forms.fossil biodivers solar system biospher evolut anim geolog speci extinct event fauna physical-science-and-engin physics-and-astronomi

introduct to architect smart iot devicesadvancedwhat will you learn? embed system are so ubiquit that some of us take them for grant we find them in smartphon gp system airplan and so on. but have you ever wonder how these devic actual work? if so you'r in the right place! in thi cours you'll learn about the characterist of embed system the possibl danger complic and recip for success. we'll discuss all of thi in the framework of a flourish embed system field the internet of thing where billion of intercommun devic could enabl unpreced innov product and services. if you'd like to learn how to creat similarli innov product then thi is the cours for you! at the end of the cours you'll be abl to - make the right choic for your own project when it come to the target market parallel execut time and the lifecycl of your system - hack avoid failur and promot success - decid whether to buy or to build compon - how to assembl a good team - instal case tool - learn how to work with sysml thi is an introductori course. check out our more advanc cours architect smart iot devic soon if you want to go beyond the basics!model purchas web c process control microprocessor internet of thing simulink evalu system model languag market econom computer-sci computer-security-and-network

privaci in europeintermediateaft have follow privaci in the western world you have becom acquaint with the overal global legal system and the origin of privaci as a concept as well as privaci as a human right. thi cours deal with the european legal system to protect privacy. european privaci protect is base upon human right treati both on a european level as well global level such as e.g. the un declar on human rights. thi cours outlin and deal with these human right treati as well as with the specif rule and regul that govern day to day privaci protect in europe. the cours deal with how the european cooper came into be after the devast effect of world war ii. econom cooper wa deem necessari to prevent anoth war. from econom cooper other issu becam part of the negoti and to thi day more and more polici field have becom part of the european cooperation. deal with and have respect for differ human right is paramount in thi cooperation. and privaci protect and regul ha becom an increasingli import subject that ha attract a lot of global attention. the cours deal with the differ legal element that have play an import role into grab in legal term the notion of privaci and how to legal protect it. the rule that enabl the exchang of person data between the usa and europ is be dealt with. it also deal with the constitut legal element that have becom part of the gener data protect regul gdpr. after success complet of the cours you will have suffici baggag to know about the import legal element and histor background on the come into be of european privaci protection. i wish you a lot of success with follow the course.data portabl secur law data protect cooper gener data protect regul principl global data breach privaci social-sci law

multiplatform mobil app develop with react nativeintermediatethi cours focus on develop truli cross-platform nativ io and android app use react nativ ver 0.55 and the expo sdk ver. 27.0.0. react nativ use modern javascript to get truli nativ ui and perform while share skill and code with the web. you will learn about ui develop with react nativ ui and layout support and access the nativ mobil platform' capabl from javascript use the expo sdk. you should have alreadi complet the bootstrap 4 and the react cours in thi special befor proceed with thi course. at the end of thi cours you will be abl to a build mobil applic target multipl platform with a singl codebas b leverag your react and javascript skill c use variou featur of react nativ and the expo sdk to build truli cross-platform mobil applic and d use redux to design the architectur for a react-redux applicationreact web framework node.j mobil develop android develop web javascript librari mobil app javascript web develop redux computer-sci mobile-and-web-develop

manag and financi account know your number 1intermediatefinanci literaci is a fundament capabl for ani busi leader whether you are run your own small business/start-up or work at a larg organisation. thi cours will provid you with a sound foundat understand of financi and manag account and how to use account to facilit and align decis made by owner manag and employees. via structur learn activ video lectur quizz discuss prompt and written assess you will develop the abil to seek out financi opportun and avoid financi misadventure. you�ll learn how to organis creat interpret and commun import financi inform effect which will help you improv your organisation� intern procedur and processes.intern balanc sheet leadership and manag number spreadsheet account bookkeep financ financi account valu proposit manag account busi business-essenti

introduct to agent-bas model with netlogobeginnerin thi 2-hour long project-bas cours you will creat an agent-bas model abm that simul the spread of a hypothet viru through close contact between agent in a virtual world. by do so you will learn about the wonder of agent-bas model as a paradigm as well as the basic of netlogo - one of the most famou and power simul environ in thi realm. one of the beauti of abm is that we can often observ emerg properti aris from the code interact between agent in the simul world. therefor by experi with differ interact rule and paramet we can gain an intuit understand of the underli dynam of vari complex phenomena. such skill are extrem valuabl for ani decis make posit as well as for educ especi in a world where interconnect seem to be ubiquitous. in thi way thi model and project are highli attun to the global pandem that we�r face due to the spread of the coronavirus. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project mine agent-bas model phenomenon infect netlogo interact simul project document model physical-science-and-engin research-method

scienc of exerciseintermediatelearn who complet scienc of exercis will have an improv physiolog understand of how your bodi respond to exercis and will be abl to identifi behavior choic and environ that impact your health and training. you will explor a number of signific adjust requir by your bodi in order to properli respond to the physic stress of exercis includ chang in carbohydr fat and protein metabol nutrit consider caus of muscl sore & fatigu and the effect and danger of perform enhanc drugs. activ learn assess will challeng you to appli thi new knowledg via nutrit log heart rate monitor calcul of your total daili calor expenditur and bodi mass index bmi. final learner will examin the scientif evid for the health benefit of exercis includ the prevent and treatment of heart diseas diabet cancer obes weight loss depress and dementia.diseas physic exercis fit and nutrit physiolog nutrit adapt exercis endur benefit train life-sci basic-sci

advanc chemistrynot calibrateda chemistri cours to cover select topic cover in advanc high school chemistri cours correl to the standard topic as establish by the american chemic society. prerequisit student should have a background in basic chemistri includ nomenclatur reaction stoichiometri molar and thermochemistry.problem solv chemic engin energi experi depend and independ variabl chemistri medicin chemistri pharmaceut scienc acid physic experi physical-science-and-engin chemistri

commun organ for social justiceintermediateth cours examin specif strategi for commun organ for social justic in a divers democrat society. it examin core concept of social justic and practic step for bring peopl togeth to set goal and prioriti assess commun asset and need develop action plan and build support for implementation. it includ inform on how to form core group build organiz capac and formul strategi for reach out to constitu and allies. becaus each person learn in a differ way the cours featur a varieti of learn accliv inform on success program individu instruct and small group exercis as well as hands-on materi for problem solv and program plan you can use these activ with individu with a small group of peopl or with sever group in a commun campaign. the cours draw upon work with peopl who are strive for commun chang in metropolitan detroit and area which is becom both more segreg and more diverse. but it is design for peopl who want to creat chang in commun everywhere. if you were to take the cours with idea in mind and conclud with plan in hand then our purpos will be served.commun chang strategi chang manag social work youth engag organ manag social justic commun engag justic rel chang and differ social-sci educ

digit signal process 1 basic concept and algorithmsintermediatedigit signal process is the branch of engin that in the space of just a few decad ha enabl unpreced level of interperson commun and of on-demand entertainment. by rework the principl of electron telecommun and comput scienc into a unifi paradigm dsp is a the heart of the digit revolut that brought us cd dvd mp3 player mobil phone and countless other devices. in thi seri of four cours you will learn the fundament of digit signal process from the ground up. start from the basic definit of a discrete-tim signal we will work our way through fourier analysi filter design sampl interpol and quantiz to build a dsp toolset complet enough to analyz a practic commun system in detail. hands-on exampl and demonstr will be routin use to close the gap between theori and practice. to make the best of thi class it is recommend that you are profici in basic calculu and linear algebra; sever program exampl will be provid in the form of python notebook but you can use your favorit program languag to test the algorithm describ in the course.analysi electron audio engin discret fourier transform fourier analysi vector space speech process digit signal process signal process imag process physical-science-and-engin electrical-engin

contemporari russian literaturenot calibratedw are go to talk about contemporari literatur specif but it doesn�t includ onli the literatur of the most recent years. it is technic a cours on the histori of literatur but the histori start from the late soviet period up until today. the goal is to show you the best writers� name so that you may rememb them and read their work after the end of thi course. the cours will show you the tendenc that were develop in russian literatur in last 25 year and final to come to it� present state in thi way form a journey across the vast sea that is call russian literature. good luck!mytholog religion histori phonet critic russian newspap phonolog semant film arts-and-human histori

predict ga guzzler use a neural net model on the mpg data setbeginnerin thi 1-hour long project-bas cours you will learn how to complet a train and test set use an r function practic look at data distribut use r and ggplot2 appli a neural net model to the data and examin the result use a confus matrix. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.bar chart microsoft excel chi-squar distribut student residu project euler' totient function machin learn ggplot2 io develop random data-sci data-analysi

artifici intellig ethic in actionbeginnerai ethic research is an emerg field and to prove our skill we need to demonstr our critic think and analyt ability. sinc it' not reason to jump into a full research paper with our newli found skill we will instead work on 3 project that will demonstr your abil to analyz ethic ai across a varieti of topic and situations. these project includ all the skill you'v learn in thi ai ethic specialization.gam theori ethic project project mine text mode .bit a/ros predict text littl b program languag model data-sci data-analysi

european busi law do busi in europebeginnerthi six-week cours titl do busi in europ is the second in a seri of three explor some of the main busi aspect of european union law. besid provid learner with a sound knowledg base of european law and regul relev to establish and manag a compani within the european union the cours also explor busi consider within a broader perspect by includ input from lead law practition in the field. more specif the cours discuss strateg and financi consider within compani law as well as labour law issu such as restructur enterpris work condit and handl crise situations. the cours also examin other legal area such as tax law environment law and privat intern law and how they tie in to do busi in europe. at the end of thi cours you will have a basic understand of how to � understand the relev regul govern the intern european union market � establish and run a compani within the european union � employ staff and recogn workers� right and oblig � compli with tax regul and environment standard � set up agreement and resolv cross-bord disput � success analys eu case law and draft case report about the seri the lund seri in european busi law rang from consid the basic structur and principl of the european union to focus on special area of european union law. the first cours understand the fundament examin the core structur and principl of the european union. the third and final cours compet in europ goe into depth concern how to compet on the intern market and protect your brand product or invention. all three cours can be taken independ or in sequenc depend on your need and preferences. to keep up to speed on the cours seri visit our facebook page at https//www.facebook.com/eblmooc/ syllabu and format each cours consist of a number of modul where one modul repres about one week of work. a modul includ a number of lectur and read and finish with an assess � a quiz or a peer grade assignment. the assess are intend to encourag learn and ensur that you understand the materi of the course. particip in forum discuss is voluntary. cours i - understand the fundament modul 1.\tintroduct modul 2.\tlegal method and sourc modul 3.\tconstitut freedom and fundament principl modul 4.\tfreedom of movement modul 5.\tthe extern dimens cours ii - do busi in europ modul 1. \tmake busi transact modul 2. \testablish a compani modul 3. \temploy and work in europ modul 4. \tpay tax and compli with environment standard modul 5. \tcase clinic modul 6. \tresolv cross-bord disput cours iii - compet in europ modul 1. \ttrademark as essenti asset modul 2. \tdefend patent modul 3. \tcompetit illeg agreement modul 4. \tcompetit abus of domin and merger modul 5. \tlegal write and argument modul 6. \tsell to the state and state aid lund univers lund univers wa found in 1666 and ha for a number of year been rank among the world� top 100 universities. the univers ha 47 700 student and 7 500 staff base in lund sweden. lund univers unit tradit with a modern dynam and highli intern profile. with eight differ faculti and numer research center and special institut lund is the strongest research univers in sweden and one of scandinavia' largest institut for educ and research. the univers annual attract a larg number of intern student and offer a wide rang of cours and programm taught in english. the faulti of law is one of lund university� four origin faculti date back to 1666. it is a modern faculti with an intern profil welcom both intern and swedish students. educ research and interact with the surround commun are the main focu of the faculty� work. the connect between the three is particularli appar in the programm and cours offer by the univers includ the university� mooc cours in european busi law. the student get the chanc to engross themselv in tradit legal studi while interact with both research and profession activ lawyer with qualif and experi from variou area of law. the faculti offer three intern master two 2-year master� programm in intern human right law and european busi law and a 1-year master� in european and intern tax law. student from around 40 countri take part in the programm which offer a uniqu subject special within each field with highli qualifi research and profession legal practition engag in the teaching. the master� programm in european busi law provid an in-depth understand of both the practic and the theoret aspect of busi law within the european union. the programm provid both gener and specif knowledg of the european union legal framework which is necessari for student intend to work as legal advisor or busi decision-makers. the programm is deliv in english and is open to student with at least a three year degre in law bachelor ll.b or equival who want to specialis in european econom and busi law. the mooc cours in european busi law is a great cours to start with for student intend to appli for the master� programm in european busi law. even though the mooc cours doe not grant credit previou knowledg of the subject is consid upon admiss to the master� programme. for more inform about the master� programm in european busi law see https//www.law.lu.se/#!meblaw co-determin tax busi law market econom princip agent problem collect action labour law environment law case report busi business-essenti

nurs informat train and educationintermediatein thi fourth of our five cours i will go deeper into the train and educ leadership skill that are help for nurs informat leaders. i will also guid you through the process of prepar a cours document or syllabu for the nurs informat specialti both in academ set and in practic or industry. follow are the cours object 1. describ relev nurs informat cours develop in clinic and academ set to understand similar and differ in informat teach and educ across settings. 2. describ informat educ and train need for divers particip with variou experi level to enabl develop of appropri train and educ materials. 3. develop a prototyp cours syllabu and introductori record messag to appli learn in a simul setting. 4. describ the benefit of formal and inform mentor for nurs informatician to advanc career opportun and support the nurs informat specialty.leadership cultur educ informat train teach coach mentorship nurs informat nurs life-sci health-informat

research design inquiri and discoverybeginnerth main purpos of thi cours is to focu on good question and how to answer them. thi is essenti to make consid decis as a leader in ani organ or in your life overall. topic will includ the basi of human curios develop of question connect between question and approach to inform gather design variabl measur sampl the differ between experiment and non-experiment design data analysi report and the ethic of inquiri projects. emphasi will be place on approach use in the social scienc i.e. sociolog psycholog anthropolog but we will also discuss how other i.e. natur scientist busi analyst might approach the inquiri process. no prior knowledg of statist is requir for thi course.gener statist process operation inquiri conceptu inform scienc ethnographi nonprob sampl research design depend and independ variabl sociolog personal-develop personal-develop

qualiti improv in healthcar organizationsbeginnerhav you ever though that healthcar qualiti could be improv - either where you get health care treatment or where you deliveri health care? have you ever thought that there should be a way for you to determin the rel qualiti of your choices? have you found yourself think that there should be a way for you to provid your view and input on the qualiti of healthcar organization? or do you work in a healthcar organ and find yourself think that there must be better way to continu and systemat improv the qualiti of your healthcar organization? if you have thi cours is for you. cours content includ an overview of qualiti and qualiti improv program measur and data in healthcar organizations. the cours provid link to extern site to connect you to the larger "real world" of healthcar organ qualiti and qualiti improvement. the link also serv as resourc you can take with you after you complet the cours experience. and becaus everyon love a road trip/field trip there are also "virtual field trips" to the often hidden place of interest on the web. the cours format is read video quizz and a project. the project requir you to synthes cours materi to design a qualiti improv program for a healthcar organ the way you would have thing run in the best of all worlds. the design submit as an electron spreadsheet is an artifact of the cours which you can circul to colleagu or use as the basi for talk or presentations.healthcar manag circular economi analysi probabl densiti function oper manag portabl document format measur spreadsheet p-rep methodolog life-sci healthcare-manag

ux research at scale survey analyt onlin testingadvancedthi ux cours will provid an overview of survey methodolog from the perspect of ux research. ux survey typic focu on uncov user need connect need to user characterist and gain insight into user attitud toward system they use. in thi cours learner will learn the basic of ux survey research and conduct a survey of their own design! learner will be introduc to techniqu for gain ux insight from larg number of user includ web analyt a/b test and remot unmoder studies. we will discuss how these techniqu work when they can be appli and what can be learn by use them. what you�ll learn -learn how web analyt work and how to analyz analyt data -understand how to develop a-b test before/aft and multivari experi -learn how to set up and analyz remot unmoder test studi -analyz and report on larg scale user experi studi learn about the differ type and use of survey in ux research -understand the survey popul when to sampl when to recruit -develop a survey instrument that meet your requir -analyz and report on survey -learn to critiqu user surveysaccident sampl nonprob sampl usabl test sampl statist user research coverag error social exchang theori analyt a/b test concept test computer-sci design-and-product

coach conversationsintermediatethroughout the coach skill for manag special we�v discuss mani topic for improv coach convers with our employees. it is now time to put all of that theori and discuss into practic and examin great exampl of common coach conversations! note thi cours build on all previou cours in the coach skill for manag specialization. it is highli recommend that student complet or be familiar with the topic cover in those cours befor take thi course. in particular you should be familiar with the coach strategi and tool discuss in previou cours such as the 5 whi techniqu resist what is among other and should have a full understand of the thought model and the variou compon of it circumst thought feel action and results. by the end of thi cours you will be abl to demonstr appropri and effect strategi when engag in coach convers with those that you lead. by explor and analyz common coach scenario that are act out in thi cours you will have a great sens of what work well and not so well dure such a conversation. specif you'll be abl to better differenti between a development coach approach and a direct manag style discuss new strategi and techniqu for deal with both mind set and skill set gap describ how to use the feedback loop effect in a convers and demonstr the use of good question techniqu and the thought model to not onli help an employe identifi issu but help the employe realli chang their thinking. the final assign is all about actual have a coach convers with anoth person where you can appli everyth you'v learn in thi cours and throughout the coach skill for manag specialization. again it is highli recommend student complet the other cours in the special befor take thi one. thi peer review assign in particular will be difficult to complet without knowledg of the topic cover in these courses. after go through the cours materi and complet the assess you will be abl to have more effect one-on one-coach meet with those you manag and deepen your understand of the essenti practic of coach conversations.ord pair experi mentorship human resourc coach life coach employ latex train and develop leadership and manag busi leadership-and-manag

us social servic comparedadvancedin all nation social polici is a veri larg public investment. cours 1 will explor the size structur and outcom of u.s. social polici and compar thi polici to those of similar develop countries. the cours will also probe the valu thi polici repres and the valu debat regard about how big our welfar state should be� in other word how much of our educ hous health incom support and social servic the govern should suppli and how much individu should suppli for themselves. thi cours address issu of power oppress and white supremacy. the cours is part of a sequenc in social polici that ha an honor track. thi track will prepar the learner for masters-level work in polici which involv read the literatur write concis summari and probe critiques. over the sequenc the learner will develop a polici analysi that will creat a foundat for profession polici analyst assignments.educ social work human learn health care health polici medic social work social support efficaci type i and type ii error welfar state social-sci governance-and-societi

inform visual program with d3.jsadvancedin thi cours you will learn how to use d3.j to creat power visual for web. learn d3.j will enabl you to creat mani differ type of visual and to visual mani differ data types. it will give you the freedom to creat someth as simpl as a bar chart as well your own new revolutionari technique. in thi cours we will cover the basic of creat visual with d3 as well as how to deal with tabular data geographi and networks. by the end of thi cours you will be abl to - creat bar and line chart - creat choropleth and symbol map - creat node-link diagram and tree map - implement zoom and brush - link two or more view through interact the cours mix theoret and practic lectures. we will show you step by step how to use the librari to build actual visual and what theoret concept lie behind them. throughout the cours you will learn skill that will lead you to build a whole applic by the end of the lectur a fulli work visual system to visual airlin routes. thi cours is the third one of the �special in inform visualization". the cours expect you to have some basic knowledg of program as well as some basic visual skills.web look and feel comput graphic map comput program html web page d3.j javascript line chart information-technolog data-manag

content strategi for profession engag audiencesbeginnerin thi cours profession at all level of an organ will learn the best way to engag an audienc they want and need by smartli implement their import strateg stori and inform and by use proven tool and techniqu to enhanc an audience� experi and interest. content strategi is a convers that provid thought-leadership. it start a �conversation� with user and stakehold insid and outsid an organization. convers are the natur way peopl think about complex issues. convers also enabl peopl to develop �stori � which lead to understand and help mental pictures. content strategi practition are at all level of the best enterpris � in all depart and sector from the top leader to the newcom in the ranks. in thi complex inform age forward-think employe know that if they and their organ are to thrive they need to go beyond their job descriptions. they must master the most demand commun frontier � creat engag strateg honest stori and inform that is valu by their most import audiences. in turn that will make their enterpris stand out. regardless of their area of work posit or expertis content strategi practition know how to use word pictur video and social and mobil media to interact with their most import constitu with trustabl action inform that the audienc valu and will use. the strateg content they produc enhanc the user� live and deepen their understand and engag with the organization. guest lectur in thi cours includ -- rachel davi mersey associ professor medil northwestern -- ed malthous theodor r. and anni lauri sill professor of integr market commun medil northwestern -- bobbi calder charl h. kellstadt professor of market & director of the center for cultur market kellogg northwestern -- steven duke associ professor medil northwestern -- janic castro assist professor emerita medil nothwesterncont strategi persona user experi strategi content creation user experi market commun experi market audienc content market busi market

access to the scenic artsbeginneri your show accessible? when we ask about access to show most peopl think about access for wheel chair the sit arrang and where their wc is accessible. when we ask for more detail peopl usual think about produc a show where person with disabl are perform for exampl produc a show where there is some danc with peopl on wheel chairs. accessibl for us is a comprehens concept that goe from purchas a ticket through an access websit to catch the bu back home after the perform on access public transport. access web access web content access transport subtitl audio description... the possibl are endless. whi is thi cours useful? to make the venu and the product access to all citizen and special to person with disablities. the cours will go through the mani access servic you can offer and how to implement them in your venu or your production. the final aim is to mainstream access so all peopl have equal access to culture.entri point adapt cost strategi sign art target audienc user fee digit media digit signatur arts-and-human music-and-art

innov with the busi model canvasbeginnerhav you ever gotten realli excit about read or write a busi plan? you might have start out excit but i�m go to bet you didn�t stay that way. let� be honest- busi plan are bore and mostli ignored. the beauti of the one-pag busi model canva is that it drive meaning focus. it help us organ our idea and have better discuss by forc specif and bring linkag between key busi driver to the foreground. innov requir one hand be veri focus on a fundament need or problem while the other hand quickli test differ solutions. for thi the busi model canva is veri innov friendli it' a lot easier to tweak the model and tri thing with someth that' sit on a singl page in thi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti you�ll learn key tool from the world of design think and lean startup to approach the canva with thought focu and abov all a test-driven approach to busi model innovation.lean startup busi model canva channel use product market design think model custom relationship manag custom experi valu proposit product/market fit busi leadership-and-manag

introduct to basic game develop use scratchbeginnerbi the end of thi project you will creat a basic game use an introductori web-bas code program call scratch. learn to code will allow you to build basic code or comput scienc skill and a fundament understand in order to grow your program abilities. learner will engag in the design process in order to develop an understand of how to develop algorithm that control program use event-driven program and debug a program. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput program program tool order pair debug user comput softwar engin algorithm logic gate i-dea event-driven program computer-sci algorithm

use wordpress to creat a blog for your businessbeginnerbi the end of thi project you will creat a blog site with a home page and initi blog post use a free content manag system wordpress. you will be abl to creat a busi blog with the look and feel of a websit complet with option for e-commerc plugins. you�ll have a virtual space to showcas your busi with custom who want to stay connected.ord pair wordpress digit market web blog content manag system account leadership and manag project social media market busi business-essenti

mechan of materi i fundament of stress & strain and axial loadingintermediatethi cours explor the topic of solid object subject to stress and strain. the method taught in the cours are use to predict the respons of engin structur to variou type of load and to analyz the vulner of these structur to variou failur modes. axial load with be the focu in thi course. ------------------------------ the copyright of all content and materi in thi cours are own by either the georgia tech research corpor or dr. wayn whiteman. by particip in the cours or use the content or materi whether in whole or in part you agre that you may download and use ani content and/or materi in thi cours for your own person non-commerci use onli in a manner consist with a student of ani academ course. ani other use of the content and materi includ use by other academ univers or entiti is prohibit without express written permiss of the georgia tech research corporation. interest parti may contact dr. wayn whiteman directli for inform regard the procedur to obtain a non-exclus license.problem solv analysi mechan design materi factor of safeti mechan engin stress safeti load screen civil engin physical-science-and-engin mechanical-engin

basic artifici neural network in pythonbeginnerin thi 1-hour long project-bas cours you will learn basic principl of how artifici neural network ann work and how thi can be implement in python. togeth we will explor basic python implement of feed-forward propag back propag use gradient descent sigmoid activ function and epoch train all in the context of build a basic ann from scratch. all of thi will be done on ubuntu linux but can be accomplish use ani python i.d.e. on ani oper system. we will be use the idl develop environ to write a singl script to code our simpl ann. we will avoid use advanc framework such as tensorflow or pytorch for educ purposes. note that the result ann we build will be use-cas agnost and be provid with dummi inputs. henc while the ann we build and train today may appear to be a useless demonstr it can easili be adapt to ani type of use case if given proper meaning inputs. i would encourag learner to experiment- how easi is it to add more layer without use framework like tensorflow? what if we add more nodes? what limit do we come across? the learner is highli encourag to experi beyond the scope of the course. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program gradient descent backpropag activ function smart grid deploy environ euler' totient function artifici neural network pytorch gradient data-sci machine-learn

busi metric for data-driven companiesbeginnerin thi cours you will learn best practic for how to use data analyt to make ani compani more competit and more profitable. you will be abl to recogn the most critic busi metric and distinguish them from mere data. you�ll get a clear pictur of the vital but differ role busi analyst busi data analyst and data scientist each play in variou type of companies. and you�ll know exactli what skill are requir to be hire for and succeed at these high-demand jobs. final you will be abl to use a checklist provid in the cours to score ani compani on how effect it is embrac big data culture. digit compani like amazon uber and airbnb are transform entir industri through their creativ use of big data. you�ll understand whi these compani are so disrupt and how they use data-analyt techniqu to out-compet tradit companies.analysi busi analysi busi case data analysi risk risk metric busi process busi analyt analyt process data-sci data-analysi

structur valu in modern chinaintermediatethi sequenc of four cours will propos a multi-disciplinari approach to the studi of chines cultur histori conceiv of as a success of mode of ration philosoph bureaucrat and economic. the focu will be on the moment of paradigm shift from one mode of ration to another. for each of these moment cultur fact and artifacts�thought literatur ritual�wil be examin in relationship to chang social polit and econom systems. the first two cours will cover the period of the war state 481-256 bce and the period of divis 220-589 ce with a brief excurs into the han 206 bce-220 ce. the war state laid the social and cultur foundat for the emerg of the imperi mode of rationality; the period of divis saw the buddhist �conquest� of china and the emerg of a ration defin by the opposit of the three teach to shaman that is of a clear contrast between elit and popular culture. the third and fourth cours will focu on the emerg of modern china in the song-yuan 960-1368 and of today� china 1850 to the present. we will see how the modern attack on religion redefin as "superstition" led not onli to religi reform movement but also to a societi in which scienc and the nation becam the primari valu system promot by the state. the cours are list below a critic cultur histori of china - earli china i intellectu chang in the war state and han 481 bce-220 ce a critic cultur histori of china - earli china ii religi transform in the period of divis 220-589 ce a critic cultur histori of china - modern china i religion and thought in the song jin and yuan 960-1368 a critic cultur histori of china - modern china ii structur valu 1850-2015histori chines languag bia patriarchi intellectu cultur economi accept popular cultur religion arts-and-human histori

teach english now! second languag listen speak and pronunciationadvancedin thi cours you will be introduc to some of the challeng of teach and learn listen and speak such as paralinguist perform variabl reduc and region form and differ type of oral discourse. don't worry--you'l learn what those mean too! then you'll learn how to eas the acquisit of listen and speak for your students. the cours also highlight the power opportun to includ pronunci in listen and speak class and offer strategi to incorpor pronunci activities.english languag human learn strategi lesson plan listen teach languag speech thought plan language-learn learning-english

advanc machin learn and signal processingadvanced>>> by enrol in thi cours you agre to the end user licens agreement as set out in the faq. onc enrol you can access the licens in the resourc area <<< thi cours advanc machin learn and signal process is part of the ibm advanc data scienc special which ibm is current creat and give you easi access to the invalu insight into supervis and unsupervis machin learn model use by expert in mani field relev disciplines. we�ll learn about the fundament of linear algebra to understand how machin learn mode work. then we introduc the most popular machin learn framework for python scikit-learn and sparkml. sparkml is make up the greatest portion of thi cours sinc scalabl is key to address perform bottlenecks. we learn how to tune the model in parallel by evalu hundr of differ parameter-combin in parallel. we�ll continu use a real-lif exampl from iot internet of thing for exemplifi the differ algorithms. for pass the cours you are even requir to creat your own vibrat sensor data use the acceleromet sensor in your smartphone. so you are actual work on a self-creat real dataset throughout the course. if you choos to take thi cours and earn the coursera cours certif you will also earn an ibm digit badge. to find out more about ibm digit badg follow the link ibm.biz/badging.sign process apach human learn digit signal process machin learn algorithm wavelet transform featur engin wavelet apach spark data-sci machine-learn

diod - pn junction and metal semiconductor contactintermediatethi cours can also be taken for academ credit as ecea 5631 part of cu boulder� master of scienc in electr engin degree. thi cours present in-depth discuss and analysi of pn junction and metal-semiconductor contact includ equilibrium behavior current and capacit respons under bia breakdown non-rectifi behavior and surfac effect. you'll work through sophist analysi and applic to electron devices. at the end of thi cours learner will be abl to 1. analyz pn junction at equilibrium and under bia capacit and current characterist and breakdown behavior 2. analyz metal-semiconductor contact at equilibrium and under bia capacit and current characterist non-rectifi contact and surfac effectsapproxim electron materi energi level linear gener net energi bia electr engin physical-science-and-engin electrical-engin

foundat of mindfulnessintermediatethi cours provid a broad overview of the fundament concept principl and practic of mindfulness. with interact exercis to help student explor their own attitud mental habit and behavior foundat of mind offer a pathway for live with more freedom authent and ease. featur compon of the cours includ experienti exercis guid medit person reflect and interact discussions.mind sustain anxieti habit behavior cognit medit emot intellig emot awar life-sci psycholog

cryptographyadvancedwelcom to cryptography! cryptographi is the practic and studi of techniqu for secur commun in the presenc of third parties. you will learn how to protect inform in order to ensur it integr confidenti authent and non-repudiation. you will come out with a basic understand of cryptograph concept and how to appli them implement secur protocol key manag concept key administr and valid and public key infrastructure. cours object 1. appli the fundament concept of cryptographi 2. describ the differ between symmetr and asymmetr cryptographi 3. defin the basic requir for cryptographi 4. identifi process to support secur protocol 5. describ the process for implement cryptograph system 6. defin key manag concept 7. defin public key infrastructur 8. identifi process for key administr and valid 9. describ the implement of secur protocolscryptanalysi key escrow symmetric-key algorithm cipher public key infrastructur public-key cryptographi cryptographi encrypt ciphertext block cipher information-technolog secur

plan a patient safeti or qualiti improv project (patient safeti iii)intermediatethi cours provid student with a set of tool and methodolog to plan and initi a problem solv or qualiti improv project. the first modul present method for select scope and structur a project befor it is even initiated. it also introduc the project classif of implement and discovery. the second modul describ the a3 problem solv methodolog and the tool itself. further in that same modul the student is shown tool to identifi problem in flow defect and wast and to discov caus brainstorm and priorit interventions. modul 3 show a methodolog within the implement class. these method are design to overcom emot and organiz barrier to translat evidence-bas intervent into practice. the fourth and last modul look at one more way to approach improv project in the discoveri class. these tool are specif for new out-of-the-box design thinking.pati safeti process project plan methodolog problem solv design think brainstorm a3 problem solv innov life-sci healthcare-manag

intern busi environmentadvancedthi cours explor the intern busi environ in which organis function. you�ll learn about core analysi method includ pestl swot and boston box matric as well as the applic of porter� five forces. you�ll have the opportun to particip in discuss forum and access case studi as well as test your understand in quizzes. thi cours form part of a special from the univers of london design to help you develop and build the essenti busi academ and cultur skill necessari to succeed in intern busi or in further study. if complet success your certif from thi special can also be use as part of the applic process for the univers of london global mba programm particularli for earli career applicants. if you would like more inform about the global mba pleas visit https//mba.london.ac.uk/. thi cours is endors by cmiporter' five forc analysi analysi product lifecycl pest analysi competit evalu strategi market econom swot analysi global busi business-essenti

digit transform of financi servic - capston projectadvancedin thi capston project cours we ask you to appli everyth you have learn in thi special to analyz a real world compani and to develop a digit transform strategi for thi company. you will have the possibl to choos between four differ case compani that vari in size from small start-up to larg financi servic provid industri bank financi trade insur and geograph location. for one of these -- onli one -- you will creat a concis recommend of a strategi to leverag the digit transform of financi services. to do thi well you will need to summon idea appropri from the earlier three cours in the specialization.financi servic strategi financ project insur fintech financi regul bank microsoft excel innov busi business-strategi

skill for nurs informat leadersintermediatein thi first of our five cours dr. karen monsen introduc the nurs informat leadership essenti and skill that will guid you through your studi as you appli leadership principl to the nurs informat specialty. cours object �\tdescrib essenti of nurs informat leadership to gain a foundat for studi in thi special �\treflect on your person nurs informat leadership goal to establish your plan to advanc your nurs informat leadership journey �\tcomplet the minnesota nurs informat leadership inventori to increas self-knowledg regard your leadership skill and how you prefer to use them �\tjoin a nurs informat organ or network to increas your nurs informat collabor and leadership opportunitiesen nurs informat nurs extern nurs manag leadership cultur collabor informat health informat life-sci health-informat

container a full-stack nodej applic in dockerbeginnerin thi 1-hour long project-bas cours on intermedi docker container a full-stack nodej applic in docker and deploy to remot server you will get to use docker to stitch togeth a real full stack nodej applic in a multi-contain architecture. by the end of thi cours you will have built a simpl blog page which is a work full-stack applic use the mvc model view control framework in nodej persist to a mongodb databas across separ contain and live on one singl docker provid network. you will learn how to stitch all of these servic togeth use dockerfil and docker-compos file and get it configur in a remot machin in the cloud just like if you want to run the applic from anywher in the world! note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.node.j databas applic develop linux on embed system model view control mvc mongodb stack abstract data type cloud comput embed databas comput program computer-sci software-develop

build better gener adversari network (gans)conversantin thi cours you will - assess the challeng of evalu gan and compar differ gener model - use the fr�chet incept distanc fid method to evalu the fidel and divers of gan - identifi sourc of bia and the way to detect it in gan - learn and implement the techniqu associ with the state-of-the-art stylegan the deeplearning.ai gener adversari network gan special provid an excit introduct to imag gener with gan chart a path from foundat concept to advanc techniqu through an easy-to-understand approach. it also cover social implic includ bia in ml and the way to detect it privaci preserv and more. build a comprehens knowledg base and gain hands-on experi in gans. train your own model use pytorch use it to creat imag and evalu a varieti of advanc gans. thi special provid an access pathway for all level of learner look to break into the gan space or appli gan to their own project even without prior familiar with advanc math and machin learn research.iter recurs enumer set deep learn linear artifici neural network gener statist averag depend and independ variabl probabl causal data-sci machine-learn

introduct to ethereum defi smart contract secur & exploitsbeginnerthi project is for curiou mind interest in understand popular ethereum-bas applic vulner that are particularli effect in decentr financi defi markets. in thi project we will execut a few exploit within a few exampl smart contract on a blockchain we will deploy. by the end of thi project you should have hands-on experi and a firmer understand of race condit and other type of ecosystem manipul measur that can occur in ethereum-bas decentr financi defi markets. ideal particip have a basic understand of how ethereum work and some experi execut ethereum transactions.blockchain market econom smart contract exploit comput secur sandbox comput secur race condit order pair ethereum ration door secur computer-sci computer-security-and-network

the art & scienc of product managementbeginnersponsor by amazon web servic aws. learn how amazon facebook googl and twitch pm and lead and collabor with an interdisciplinari team of ux design softwar engin ai/ml engineers. plu practic real pm interview question ask by microsoft googl and amazon! featur nanci wang head of data protect servic amazon web services; founder and ceo advanc women in product; sandi carter vice presid for worldwid public sector program amazon web services; pranava adduri softwar engin manag amazon web services; minmin yang princip ux lead amazon web services; wahab owolabi founder onereq; divers busi partner facebook; sharmeen chapp vice presid of product & engin twitch community; ej emeagwali product manag samsara; former product manag googl and microsoft; stephani neill senior director of product twitch commerce; georg elissaoi gener manag & director of product manag amazon web services; nanci riley vice presid & gener manag of the ecosystem product group hubspot and sabrina farmer vice presid of engin for site reliabl googl products.busi partner process manag busi process digit market busi process manag mbase softwar product manag product strategi neat vs. scruffi product manag computer-sci design-and-product

the emerg of the modern middl east - part ibeginnerthi cours will review the emerg of the modern middl east from the fall of the ottoman empir at the end of the first world war to the present. we will discuss the ottoman legaci in the region and the western imperi impact on the creation of the arab state system. the cours will review the rise and retreat of arab nation the problem of intern cohes of the arab state issu of religion and state and the evolut of islamist politics. we will also focu on the evolut of the arab-isra conflict and it impact on the region and will conclud with an in depth analysi of the �arab spring� by place these contemporari revolutionari event in their histor context. pleas note that there is a second part to thi cours which is a direct extens of thi part. we highli recommend to continu to the second part after you finish thi one https//www.coursera.org/learn/modern-middle-east-2/home/info.art histori analysi process intern relat u.s. secur and exchang commiss speech histori cultur impact i-dea middl east arts-and-human histori

manag of urban infrastructur � part 1conversantsustain resili and effici are fundament consider for citi manag in manag urban infrastructures. today more than 3.9 billion peopl make up more than 54% of the global popul live in cities. urban is expect to continu in the come year rais the urban popul to 6.0 billion by 2045. thi dramat increas in urban popul will inevit increas the demand for energi mobil transport water and other urban servic in everi citi around the world. without function govern and manag structur that ensur effici resili and sustain perform in citi the current urban growth might becom a catastroph risk threaten the qualiti of life of the humanity. sustain develop in 21st centuri can onli be realiz by introduc innov in both manag and oper of urban infrastructur systems. develop manag practic that effect integr the process of urban plan with urban infrastructur plan and manag is a challeng goal that mani citi are struggl with nowaday but is a must for transform citi to sustain and resili engin of growth in both develop and develop economies. thi cours will provid you with the basic principl of urban infrastructur manag that are fundament for build prosper citi that are sustain resili and efficient. in order to obtain a certif for thi cours the particip have to pass four grade quizz and complet four mandatori assign plu a final exam. in addit to the grade assign student have the option to write a 7-10 page peer-review case studi about manag of energi or transport system in their citi on your own choice. the best case studi will be also evalu by our juri at iglu and the author of the 3 best case studi will win a full tuition fee waiver scholarship to enrol in the iglu profession train program in spring 2017. you can also pre-enrol in our upcom mooc on smart citi now. find our more here http//iglus.org/smart-cities-mooc/urban plan leadership and manag citi plan sustain transport traffic manag citi manag sustain transport smart citi plan busi leadership-and-manag

the blockchain systembeginnerlearn how the blockchain authent transact and distribut data to peer � node connect to the network. thi cours show you how multipl version of a blockchain are reconcil into one discuss blockchain limit and delv into organiz applic of blockchain technology. thi cours requir the purchas of two book for the complet of assign drescher d. 2017. blockchain basic a non-techn introduct in 25 steps. isbn-13 978-1484226032 antonoupoulo a. m. 2017. the internet of money volum two. isbn-13 978-1947910065order pair data structur peer-to-p chain blockchain data share c process control multipl histori authent smart contract computer-sci algorithm

childbirth a global perspectiveintermediatethi cours will review challeng for matern and newborn health in the develop world where a great mani women and babi are suffer from complic dure pregnanc childbirth and the day follow birth. theme cover includ the epidemiolog of matern and newborn mortal and morbid relev issu for the global health workforc community-bas intervent to improv matern and newborn health and surviv and sociocultur dynam surround birth. thi cours provid a broad overview of matern and newborn health issu face low-incom and transit countri where more than 2.6 million babi are stillborn and nearli 500 000 women die dure childbirth or from pregnancy-rel complic each year. in the develop world mani women deliv at home without a skill care provid drug or technolog supports. matern and newborn surviv can be improv by mobil commun and improv access to skill care. through lectur case studi and read cours particip will learn about deliveri challeng for matern and newborn health servic and how to util community-bas strategi to improv the health and surviv of mother and babies.health human resourc pregnanc midwiferi prenat care patient women' health obstetr commun health childbirth matern health life-sci public-health

lactat biologyintermediatelact and especi milk which is the product of that uniqu mammalian process are routin encount within our daili lives. nevertheless they often are poorli understood by mani even includ mani who are engag in the busi of produc milk. the overal cours goal is to introduc fundament concept that form the basi for understand the biolog of lactat the biolog of the mammari gland and the product of that import physiolog process. as a learner in thi cours you will be provid with a seri of easili understood present that collect will help you build a foundat for greater understand of lactation. you will be abl to engag with other learner so that you can extend your learn beyond the video presentations. ultim you will be abl to construct your own mental model for understand the wide rang of topic that relat to the biolog of lactation. upon complet of the cours you will be prepar to expand your knowledg and understand of lactat from other sourc and experi as you pursu your individu interests. befor you start the cours i suggest that you identifi a question or sever question about lactat that you alreadi have on your mind. thi could be from your own experi someth you read about or saw or someth you have wonder about. write down your question and use that to help you decid how to engag with the content of thi course. you might engag with the modul in the order they are present or start with a modul that is of particular interest to you or pick and choos modul in ani order. i encourag you to engag in all of the type of learn activ that thi cours ha to offer includ but not limit to the discuss forum quizz peer-review assign and concept map and other learn aids.mammari gland lactat pregnanc gland inflamm anatomi biolog hypothalamu anim udder life-sci basic-sci

foundat for global health respondersintermediatearound the world we are increasingli social and econom interdependent. health on one side of the globe affect peopl on the other. global health onc mere an ethic consider now domin discuss and polici of global security. a divers team of expert in thi emerg field ha come togeth to help you contextu your experi as a new or season global health responder. by the end of thi cours you will be enlighten about the chang world you live in and have a much better understand of the machin on how organ and govern are strive to improv health worldwide. you'll also learn how to keep yourself safe and be a savvi particip in the global health arena. you'll be prepar to travel and to take your skill to chronic/emerg situat and help respond to the press need while particip in global health activ throughout the world. week one will serv as an introduct to global health concept with a look at chang trend in the 21st century; urban environment stress and resourc scarcity. dure week two we will dive into global health secur food water energi and the threat of a chang climate. week three will cover the global burden of diseas infecti diseas the rise of non-communic diseas mental health and access to care. dure week four we will learn about the stakehold in global health ngo govern non-stat actors; understand where the money come from how it is alloc and the challeng of measur results; human right what are they and how are they protected? dure week five we move onto complex humanitarian emerg forc migrat war respons standard and the legal basi for interventions. final dure week six we will end our cours by learn how to be an effect participant--car for yourself pre-travel prepar understand risk when travel outsid your home countri and physiolog vulnerability. thi cours also serv as a prerequisit to the hands-on 'global health responder' certif from the univers of colorado school of medicine. if you'r interest in take thi 3-day hand on course-- offer throughout the world-- pleas go to coloradowm.org or email our administr marisa.burton@ucdenver.edu.non-communic diseas food secur diseas burden climat chang humanitarian mental health sustain global crisi health effect life-sci public-health

get start with profitbooksbeginnerthi project will give you the opportun to familiar yourself with the cloud-bas platform profitbooks. we will start thi project by introduc you to the platform through creat an onlin account and take a virtual tour of the software. thi step will includ updat your compani profil in the settings. we will continu our introduct by build out a crm through the custom profil feature. onc the custom profil are creat you will be introduc to some beginn featur on the platform. thi project will focu on the item featur for product and servic & invoic featur for billing. upon complet of thi project you will understand how to add custom to your crm inventori item and servic and invoic customers. you will have the confid to continu toward intermedi use of profitbook in a continu series. profitbook is an onlin account and payrol manag softwar for small businesses. it allow user to organ offic financ and track all activ relat to their business. thi free onlin tool allow you to manag your money without account knowledg grow sale with power invoic tool track inventori with eas and run your busi with total confidence. profitbook host your inform on the secur and widely-trust amazon web servic aw while implement addit secur featur like secure-access built-in firewal encrypt data storag and period back-ups. you can read more about their secur polici here https//www.profitbooks.net/cloud-data-security/.inventori account custom relationship manag entrepreneurship u.s. secur and exchang commiss c dynam memori alloc payrol invoic virtual tour project busi financ

econom growth and distribut justic part ii - maxim social wellbeingbeginnerif you realli care about the big question in the economi and societi of the 21st centuri such as distribut justic - name inequ of incom or wealth and it correl with econom growth - thi cours is meant for you. the knowledg you will gain can truli chang your outlook on our world. "econom growth and distribut justic - maxim social wellbeing" is the second part of a two part cours and it includ the follow five lectur 1 the excess burden of taxat 2 tax incid who bear the econom burden of tax? 3 progress definit and way to achiev 4 low incom low abil and the optim incom tax model 5 design the tax and transfer system that maxim social wellb if you haven't done that alreadi we strongli recommend that you regist for the first part of the cours "econom growth and distribut justic - the role of the state". take both part of the cours would enabl you to obtain a fuller and more comprehens knowledg about econom growth and distribut justice. the cours is found upon the element idea that the role of the state is to maxim the well-b - or simpli the happi - of it residents. in 9 fascin edifi lesson use onli simpl word and decod profession terminolog that sometim baffl the intellig layman the cours expound mani truth � both intuit and unintuitive. often use exampl from the us and europ it doe not howev focu on polici in ani particular region of the world and is directli applic to all countri around the globe. the cours touch upon the essenc of import concept like effici and equiti inequ and poverti gross domest product tax evas and tax planning; it present the work of nobel laureat jame mirrle and hi follow - promot a coher system that integr tax and govern expenditur to maxim social welfare; and illumin a rang of high-profil issu from their econom angl � climat chang the atmospher and ocean as public good and how smart pigovian taxat can be use to combat the rapidli increas threat to our planet; � technolog as the engin of econom growth; � tax the rich how can we mitig the grow inequ problem? should we impos a global tax on capital? the curriculum includ interview with major figur in the field of law and of econom harvard' elhanan helpman dan shaviro from nyu and richard epstein from the univers of chicago and nyu. after success complet thi cours you can expect to be abl to � better understand econom issu present in the media � form an inform opinion on the strength and weak of present social econom polici � defin and measur inequ and poverti � defin the connect between inequ incom wealth and econom growth � explain the foundat of econom growth � design a tax and transfer system to maxim the happi of individu all these will allow you to better understand the polici be develop around you and to play a larger more inform role in their develop as a conscienti citizen. in order to receiv academ credit for thi cours you must success pass the academ exam on campus. for inform on how to regist for the academ exam � https//tauonline.tau.ac.il/registr addit you can appli to certain degre use the grade you receiv on the courses. read more on thi here � https//go.tau.ac.il/b.a/mooc-accept teacher interest in teach thi cours in their class room are invit to explor our academ high school program here � https//tauonline.tau.ac.il/online-highschool thi cours is a direct extens of the first part "econom growth and distribut justic part i -the role of the state" so if you have not yet taken it we highli recommend you start your learn from there https//www.coursera.org/learn/economic-growth-part-1/home/welcome.trade-off tax bear econom justic maxim psycholog tax rate tax incid benefit market econom social-sci law

machin learn with pythonbeginnerthi cours dive into the basic of machin learn use an approach and well-known program languag python. in thi cours we will be review two main compon first you will be learn about the purpos of machin learn and where it appli to the real world. second you will get a gener overview of machin learn topic such as supervis vs unsupervis learn model evalu and machin learn algorithms. in thi cours you practic with real-lif exampl of machin learn and see how it affect societi in way you may not have guessed! by just put in a few hour a week for the next few week thi is what you�ll get. 1 new skill to add to your resum such as regress classif cluster sci-kit learn and scipi 2 new project that you can add to your portfolio includ cancer detect predict econom trend predict custom churn recommend engin and mani more. 3 and a certif in machin learn to prove your compet and share it anywher you like onlin or offlin such as linkedin profil and social media. if you choos to take thi cours and earn the coursera cours certif you will also earn an ibm digit badg upon success complet of the course.logist regress algorithm human learn data cluster algorithm machin learn statist classif classif algorithm regress comput program python program data-sci machine-learn

graphic element of design color theori and imag formatsconversantexamin and explor the variou type of imag and graphic element will be the focu of thi course. we will start with color theori to distinguish between cmyk panton and rgb color option and their usages. then we will review the variou type of imag use in both print and digit design projects. final we will look at logo design to determin what make for the best imag and graphic element for corpor brand and imaging.video edit vector graphic web color graphic design logo adob photoshop color theori adob illustr comput graphic typographi arts-and-human histori

integr analysi in system biologyadvancedthi cours will focu on develop integr skill through direct read and analysi of the current primari literatur to enabl the student to develop the capston project as the overal final exam for the special in system biology.en molecular biolog biolog axiolog bioinformat electrophoresi comput biolog system biolog biolog engin clinic pharmacolog life-sci health-informat

healthcar data literacybeginnerthi cours will help lay the foundat of your healthcar data journey and provid you with knowledg and skill necessari to work in the healthcar industri as a data scientist. healthcar is uniqu becaus it is associ with continu evolv and complex process associ with health manag and medic care. we'll learn about the mani facet to consid in healthcar and determin the valu and grow need for data analyst in healthcare. we'll learn about the tripl aim and other data-en healthcar drivers. we'll cover differ concept and categori of healthcar data and describ how ontolog and relat term such as taxonomi and terminolog organ concept and facilit computation. we'll discuss the common clinic represent of data in healthcar system includ icd-10 snome loinc drug vocabulari e.g. rxnorm and clinic data standards. we�ll discuss the variou type of healthcar data and assess the complex that occur as you work with pull in all the differ type of data to aid in decisions. we will analyz variou type and sourc of healthcar data includ clinic oper claim and patient gener data as well as differenti unstructur semi-structur and structur data within health data contexts. we'll examin the inner work of data and conceptu harmoni offer some solut to the data integr problem by defin some import concept method and applic that are import to thi domain.data dictionari health data medic terminolog ontolog inform scienc icd-10 databas electron human resourc big data relat databas analyt life-sci health-informat

predict diabet with a random forest use rbeginnerin thi 1-hour long project-bas cours you will learn how to complet a train and test set use an r function practic look at data distribut use r and ggplot2 appli a random forest model to the data and examin the result use rmse and a confus matrix. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.sourc euler' totient function random ggplot2 project student residu chi-squar distribut random forest time seri r program data-sci data-analysi

content strategi for profession ensur your content' impactadvancedin the fourth cours of the content strategi special - ensur your content' impact - you will look at visual commun and the way you can be more effect with your font choic photographi and video. you'll also dive deeper into social commun to help you understand how these commun form and what you can do to build your role within them. the last modul is pivot for content strategists. it will help you to understand how best to measur your content to maxim it effect rel to the time you commit to it. while thi mooc doe share the theoret element of content strategi there is a much greater emphasi on it application. creat trend-worthi headlin and blog social media plan digit measur templat video and photographi content are all skill you will have in your toolkit by the end of the mooc readi to appli at your organization. and speak of toolkit we have includ one that you can download and take back to work which includ the practic tip from the learn in thi cours as well as the previou one on expand your content' reach. guest lectur in thi cours includ -- zach wise associ professor medil northwestern -- rich gordon professor & director of digit innov medil northwestern -- randi hlavac lectur medil northwestern and lead professor of the social media market special also on courseracont market commun content strategi copywrit innov visual commun blog strategi content manag system media commun busi market

roadmap to success in digit manufactur & designbeginnerlearn will creat a roadmap to achiev their own person goal relat to the digit manufactur and design dm&d profess which will help them leverag relev opportunities. the culmin project provid a tangibl element to includ in their profession portfolio that showcas their knowledg of industri 4.0. thi project is part of the digit manufactur and design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0. to learn more about the special and it cours pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-casql glass mechan engin mechatron risk materi manufactur process manag sap erp sustain engin engin project physical-science-and-engin mechanical-engin

ubiquit learn and instruct technologiesintermediatethi cours will analyz current avail technolog for learning. area address includ learn manag system intellig tutor comput adapt test gamif simul learn in and through social media and peer interact univers design for learn differenti instruct system big data and learn analyt attent monitor and affect-awar systems. particip will explor the process for select and implement of suitabl technolog the design of electron learn resourc design and applic of digit media in teach and learn familiar with web usabl and access and critic analysi of the benefit of technolog in education. -------------------------------- recommend background -------------------------------- thi cours is design for peopl interest in the futur of educ and the "learn societi " includ peopl who may wish to join educ as a profess practic teacher interest in explor futur direct for a vocat that is current undergo transform and commun and workplac leader who regard their mission to be in part "educative." -------------------------------- relat resourc -------------------------------- thi cours is base on the follow book https//www.amazon.com/learning-ecologies-bill-cope/dp/1138193720 addit onlin resourc are avail here https//newlearningonline.com/e-learn -------------------------------- take thi cours for credit at the univers of illinoi -------------------------------- thi cours ha the same content and anticip the same level of contribut by student in the e-learn ecolog cours offer to graduat certif master and doctor level student in the learn design and leadership program in the colleg of educ at the univers of illinois. of cours in the natur of mooc mani peopl will just want to view the video and casual join some of the discussions. some peopl say that these limit kind of particip offer evid that mooc suffer from low retent rates. far from it � we say that ani level of engag is good engagement. on the other hand if you would like to take thi cours for credit at the univers of illinoi you will find more inform about our program here https//newlearningonline.com/kalantzis-and-cope/learning-design-and-leadership-program and you can appli here https//education.illinois.edu/epol/programs-degrees/ldl -------------------------------- the learn design and leadership seri of mooc -------------------------------- thi cours is one of a seri of eight mooc creat by bill cope and mari kalantzi for the learn design and leadership program at the univers of illinois. if you find thi mooc help pleas join us in others! e-learn ecolog innov approach to teach and learn for the digit age https//www.coursera.org/learn/elearn new learn principl and pattern of pedagogi https//www.coursera.org/learn/newlearn assess for learn https//www.coursera.org/learn/assessmentforlearn learn knowledg and human develop https//www.coursera.org/learn/learning-knowledge-human-develop ubiquit learn and instruct technolog https//www.coursera.org/learn/ubiquitouslearn negoti learner differ toward product divers in learn https//www.coursera.org/learn/learnerdiffer literaci teach and learn aim approach and pedagogi https//www.coursera.org/learn/literacy-teaching-learn multimod literaci commun and learn in the era of digit media https//www.coursera.org/learn/multimodal-literacieseduc pedagogi learn manag system big data negoti resourc critic think evalu herbal fundrais social-sci educ

c++ array and loopsconversantin thi project you will read weather data from a file and popul an array with the file data. the data is then sort in an array and output to anoth file. loop are use in a c++ program whenev a sequenc of code must be repeated. a common use for a while loop is to read data from a file where the file is of unknown length. a for loop on the other hand is often use when the repeat count of a code sequenc is known. a common use of a for loop is to iter through an array. an array is a list of item of a fix size where each entri is the same type of data. the array could contain number string of charact or a user-defin data type. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.array number spreadsheet for loop while loop project sort jpeg order pair iter data type computer-sci software-develop

curanderismo global & cultur influenc of tradit healingbeginnera the last of four cours on curanderismo the art of hispanic/latino tradit medicin thi cours focus specif on tradit heal use differ techniqu of mani countri around the world. as an educ and cultur platform thi cours will share a number of tradit global perspectives. learner will not becom certifi tradit healer at the complet of thi cours but will be abl appli basic principl or tradit medicin for health and illnesses. they will becom familiar specif with african tradit medicin from uganda african heal through music from gabon afro-cuban and afro puerto-rican heal techniqu medicin plant for women nativ american feather heal and other topics. requir text curanderismo the art of tradit medicin without border by eliseo torr curandero tradit healer of mexico and the southwest by eliseo torr with imanol miranda where to buy https//he.kendallhunt.com/product/curanderismo-art-traditional-medicine-without-bord https//he.kendallhunt.com/product/curandero-traditional-healers-mexico-and-southwest option text curandero a life in mexican folk heal by eliseo torr & tim sawyer heal with herb & ritual a mexican tradit eliseo torr edit by tim sawyer where to buy https//www.barnesandnoble.com/w/curandero-torres-eliseo-cheo/1120135382?ean=9780826336415&st=pla&sid=bnb1341481610&sourceid=plagona&dpid=tdtve346c&2sid=googlec&gclid=eaiaiqobchmi36lmyev3giviunkch3ipguyeaqyasabeglyxfdbw https//www.barnesandnoble.com/w/healing-with-herbs-and-rituals-torres-eliseo-cheo/1120135381?ean=9780826339621&st=pla&sid=bnb825204424&sourceid=plagona&dpid=tdtve346c&2sid=googlec&gclid=eaiaiqobchmirrvswyev3givbsrkch3bxqcheaqyasabeglnldbw podcast blubrri podcast - https//www.blubrry.com/normallol/41068835/normal-lol-63-depersonalization-mental-wellness-curanderismomexican-traditional-healing-with-eliseo-cheo-torres/ itun episod 63 - https//itunes.apple.com/us/podcast/normal-lol-depersonalization-derealization-anxiety/id1065740418?mt=2feath energet feather shaman tradit method acupunctur heal medicin digest system tradit medicin life-sci public-health

teach scienc at universityintermediatethi cours will prepar you for teach scienc in higher education. in thi mooc you will learn to make your knowledg as an excel research access to your students. we will show you how to commun scienc to novic as well as advanc student in science. you will experi the valu of teach with analog and you will be guid to train your students' competences. base on up-to-d find from research into teach and learn scienc you will be abl to - implement evidence-bas strategi into your own teach - use student everyday-concept for the develop of cours - prepar analog and model to teach in your field - implement problem-bas teach - set up for experi and teach the natur of science. thi cours enabl you to teach abstract scienc topic to your student and make them becom activ and success learners. the cours is base on lectur video handout knowledge-to practic brief which supplement the knowledg taught in the lectur and assign to implement the teach strategi into your own practice.motiv principl of learn lectur student engag conceptu chang behavior failur rate biolog educ teach educ personal-develop personal-develop

deep learn nlp train gpt-2 from scratchbeginnerin thi 1-hour long project-bas cours we will explor transformer-bas natur languag processing. specif we will be take a look at re-train or fine-tun gpt-2 which is an nlp machin learn model base on the transform architecture. we will cover the histori of gpt-2 and it' develop cover basic about the transform architectur learn what type of train data to use and how to collect it and final perform the fine tune process. in the final task we will discuss use case and what the futur hold for transformer-bas nlp. i would encourag learner to do further research and experiment with the gpt-2 model as well as other nlp models! note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.natur languag process io develop histori speech recognit machin learn deep learn imag process use case train test set data-sci machine-learn

grow your busi with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. in thi cours you will consid and reflect on how to best grow your busi in future. you will explor potenti growth opportun for your busi and identifi the one which is the most progress and forward-look assess it feasibility. you will also be introduc to the busi growth plan bgp. if you choos to take all 10 cours the bgp will be your key takeaway from goldman sach 10 000 women. thi strateg and tactic implement tool will help you identifi your busi goal and guid your business� growth. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.process manag onlin learn process social media busi plan write critic think entrepreneurship plan influenc market busi entrepreneurship

advanc financi report account for busi combin and prepar of consolid financi statementsadvancedthi cours cover the account for busi combin asc 805 the prepar of consolid financi statement asc 810 and other relat topic includ but not limit to step-by-step acquisit deconsolid segment report and the goodwil impair test. thi cours begin with a discuss of the scope of asc 805 and the differ between busi combin and asset acquisitions. next the cours explor the measur and recognit principl of the acquisit method to account for busi combinations. then the cours cover the consolid process. you will learn how to prepar the consolid financi statement and make all of the necessari consolid adjustments.basi of account defer tax financi statement net incom account fair valu consolid financi statement financ merger & acquisit consolid busi busi business-essenti

build your first react websit (part ii)advancedthi 1.5 hour guid project is part 2 of the project "build your first react website." in thi project we focu on persist state for class compon and differ strategi for them to commun with each other. at the end of thi cours you will be abl to choos and deploy differ commun strategi for commun among react components. thi class requir basic react and intermedi to advanc experi in javascript develop as a prerequisite.web strategi javascript render comput graphic web applic constant comput program commun web develop cryptocurr intern computer-sci mobile-and-web-develop

merg sort and filter data in python pandasbeginnervisu data pattern often involv re-arrang and elimin to determin patterns. for exampl in a list of data with yearli rainfal amount to quickli determin the year with the most rainfal the data can be sort accord to rainfal in descend order. a filter could be use to limit the amount of data observ for exampl to onli show rainfal amount greater than an inch. a merg can be use to join two dataset togeth for exampl rainfal and temperatur data from two differ sources. the abil to sort merg and filter data ha alway exist use sql with databas data now it can be done in applic memori space use python. in thi cours you will creat an applic that read data from two csv files. you will learn how to merg sort and filter the data to ultim produc a regress plot to determin a possibl correl between two data sets.merg sort panda jpeg regress sort inequ mathemat algebra correl and depend merger & acquisit python program data-sci data-analysi

find bibliographi metric use the crossref apibeginnermanu search specif metadata for an academ paper is laborious. is there ani magic that we can get all metadata for the bibliographi search done at once? crossref is the tool for you. it can extract the metadata for ten of thousand of paper onlin in one run. by the end of thi project learner will be abl to creat their own tailor r function to find paper metric from the crossref api. the function which will be guid to build step by step can easili be re-us when there are newli ad articl or if the learner want to get the most up-to-d metrics. in thi guid project the instructor will walk learner through understand the crossref api tailor an r function and wrangl the bibliographi dataset. a good handl of thi method will make it conveni for learner to analyz differ metric for bibliographi from differ field such as impact and number of collaborators.combin metadata project leadership and manag applic program interfac meta-analysi euler' totient function number spreadsheet sourc extract data-sci data-analysi

inform designadvanceda blank canva is full of possibility. if you have an idea for a user experi how do you turn it into a beauti and effect user interface? thi cover cover principl of visual design so that you can effect organ and present inform with your interfaces. you'll learn concret strategi to creat user interfac includ key lesson in typographi inform architectur layout color and more. you�ll learn particular issu that aris in new devic context such as mobil and respons interfaces. you will learn how to appli these design principl in a modern context of increasingli divers form factor - from tablet to wall to watches.us respons web design user experi inform design user interfac design interact design rapid prototyp look and feel interfac user interfac computer-sci design-and-product

ibm cybersecur analyst assessmentadvanceda grow number of excit well-pay job in today� secur industri do not requir a colleg degree. thi is the final cours requir to assess your acquir knowledg and skill from from the previou two special it fundament of cybersecur and secur analyst fundament to becom job-readi for a cybersecur analyst role. you will be expect to pass a final assess quiz for each of the seven 7 prior cours within the ibm cybersecur analyst profession certificate. upon success complet of the quizz you will acquir the ibm cybersecur analyst profession certificate.crim cloud comput secur cloud comput comput secur incid manag sql cybercrim penetr test web network secur access control information-technolog secur

data analysi and report in sa visual analyticsadvancedin thi cours you learn how to use sa visual analyt on sa viya to modifi data for analysi perform data discoveri and analysi and creat interact reports.chart analysi spss data item data analysi visual analyt busi analyt analyt display rule graph data-sci data-analysi

fundament of custom and competit with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. in thi cours you will examin your customers� buy process and explor the benefit of segment your customers. through map your competitor and analyz your competit edg you will consid how an understand of your custom and competitor can maxim valu for your busi as you grow. by the end of thi cours you will have develop a clear custom valu proposit cvp. thi will enabl you to commun your busi offer to your target custom in a compel way. you will have the opportun to examin how the develop of a price strategi can best support busi growth. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.plan custom experi price influenc commun price strategi competit strategi custom servic train maxim psycholog busi entrepreneurship

how to write and publish a scientif paper (project-cent course)intermediatewhat you will achiev in thi project-bas cours you will outlin a complet scientif paper choos an appropri journal to which you'll submit the finish paper for public and prepar a checklist that will allow you to independ judg whether your paper is readi to submit. what you'll need to get start thi cours is design for student who have previou experi with academ research - you should be eager to adapt our write and publish advic to an exist person project. if you just finish your graduat dissert just began your phd or are at a differ stage of your academ journey or career and just want to publish your work thi cours is for you. *about project-cent cours project-cent cours are design to help you complet a person meaning real-world project with your instructor and a commun of learner with similar goal provid guidanc and suggest along the way. by activ appli new concept as you learn you�ll master the cours content more efficiently; you�ll also get a head start on use the skill you gain to make posit chang in your life and career. when you complet the cours you�ll have a finish project that you�ll be proud to use and share.scientif write academ write checklist checklist research design write peer review journal file system peer gratitud social-sci educ

learn to teach java inherit and recursionadvancedlearn to program with inherit and recurs in java and prepar to teach other use the free onlin interact cs awesom textbook. in thi cours for teacher we'll guid you both in learn java concept and skill but also in how to effect teach those to your students. thi cours will support you in teach the advanc placement comput scienc a cours or a similar introductori university-level program course. we'll cover the java concept of inherit and recurs as cover in the apc a unit 9 and 10. each topic will begin by relat java to block-bas program languag and then provid video overview of cs awesom content along with addit materi to supplement learn for your students. you'll engag with addit materi to support your teach includ "deep dive" classroom discuss question assess overview code trace and problem solv skill for your student includ prepar for free respons code questions.node.j write order pair teach recurs exit system call compil code segment method comput program ?-recurs function social-sci educ

creat your first applic with java use networkingbeginnerin thi 2-hour long project-bas cours you will discov how java send data/object across internal/extern network creat a server/cli readi to send/rec inform between each other without lose ani inform and design a server that seamlessli support multipl concurr connections. network is an essenti part of modern applications. network is how comput on a network can commun inform between each other. these network can be intern intranet or span across intranet the internet. we will explor how to use network in a java applic with sockets/tcp connections. by learn how to creat network applic you can build more advanc client/serv applic or solv complex problem far more efficiently. we will explor both the syntax and theori of creat a java applic with networking. thi cours work on the rhyme platform which allow you to have a custom window vm ensur you do not have to worri about ani of the setup work for your application. for thi project thi mean you will have java eclips and the jdk preconfigur and readi for you to start code on your vm. student will be abl to code along on their desktop and learn by code with the instructor. at the end of the cours you will receiv the file you creat in the course.project java softwar platform uniform resourc locat rel chang and differ approxim error socket short time port english languag principl computer-sci software-develop

foundat of public health practic health protectionintermediateth health protect cours is the fourth instal of the wider foundat of public health practic specialis from imperi colleg london' global master of public health mph. the scope and content of thi cours ha been develop from the ground up by a combin team of academ and practition draw on decad of real-world public health experi as well as deep academ knowledge. through short video lectur practition interview and a wide rang of interact activ learner will be immers in the world of public health practice. design for those new to the disciplin over three modul intend for three week of learn learner will becom familiar with the scope principl and nuanc of health protect in the context of public health practice. begin with the basic of water sanit and health wash base intervent the cours will introduc learner to the scienc and principl of practic microbiolog befor examin vaccin incid manag and the threat pose by a wide rang of manmad and natur environment threats. by the end of thi cours learner will be familiar and convers with core health protect principl and approach and confid in discuss health protect issu when they move into practice.comput secur incid manag emerg manag public health non-communic diseas diseas infecti diseas diseas control microbiolog vaccin vaccin life-sci public-health

guitar chord voic play up the neckintermediatewheth you�r just pick up the guitar for the first time or you�v been play the guitar for year and want to take your play to the next level guitar chord 101 will help you develop a deeper knowledg and understand of chords. guitar chord 101 present berklee� approach to construct chord a method that focus less on the shape of an individu chord and more on the note that the chord is base around. you will learn to construct and play triad basic 7th chord invers and differ chord voicings�th basic foundat guitarist use to write or perform in ani number of differ styles. you will gain more freedom and a greater feel for your instrument by learn how to visual chord structur anywher on the neck of the guitar. by the end of the cours you will be abl to add more dynam and express to your play and gain an extens chord vocabulari which will prove invalu in pursu ani style of music. by the end of thi cours you will be abl to - look at a lead sheet and play chord voic - construct triad 7th chord and invers - play and know the voic of variou chord qualiti such as a major triad minor triad domin 7 and gospel chord - play triad over bass notes.bit exercis rockbox guitar chord phonet grasp piano music scale arts-and-human music-and-art

dynam model method for system biologyadvancedan introduct to dynam model techniqu use in contemporari system biolog research. we take a case-bas approach to teach contemporari mathemat model techniques. the cours is appropri for advanc undergradu and begin graduat students. lectur provid biolog background and describ the develop of both classic mathemat model and more recent represent of biolog processes. the cours will be use for student who plan to use experiment techniqu as their approach in the laboratori and employ comput model as a tool to draw deeper understand of experiments. the cours should also be valuabl as an introductori overview for student plan to conduct origin research in model biolog systems. thi cours focus on dynam model techniqu use in system biolog research. these techniqu are base on biolog mechan and simul with these model gener predict that can subsequ be test experimentally. these testabl predict frequent provid novel insight into biolog processes. the approach taught here can be group into the follow categori 1 ordinari differenti equation-bas model 2 partial differenti equation-bas model and 3 stochast models.comput biolog stochast calculu model stochast model bioinformat matlab system biolog comput model biolog stochast model insur life-sci health-informat

java decis programmingbeginnerin java as in other program languag a decis construct is use to control the sequenc of instruct that are execut under certain conditions. it allow the programm the power to take certain action base on variou input conditions. in thi project you will creat an applic that yield a zodiac sign base on an input of birth month and day. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.switch integr integ comput scienc digit signatur nest comput program project data rate unit monitor synchron java softwar platform computer-sci software-develop

strateg busi manag - microeconomicsbeginnerthi cours wed busi strategi with the principl of microeconomics. it offer valuabl a power toolbox togeth with case and lesson across all major function of busi manag from financ oper manag and market to human resourc manag organiz behavior statist and of cours busi strategy.perfect competit margin util consum theori suppli and demand microeconom econom demand nash equilibrium net present valu leadership and manag busi business-strategi

confront gender base violenc global lesson for healthcar workersintermediatethi cours introduc particip from the healthcar sector to gender base violenc gbv includ global epidemiolog of gbv; health outcomes; semin research; and clinic best practic for gbv prevent support and management. a core curriculum is supplement by lectur that contextu the content with specif exampl and program from around the world. the core curriculum introduc learner to a global perspect on gender base violenc gbv and includ a review with dr. claudia garcia-moreno of the new who guidelin on respond to violence. student who wish to receiv honor recognit will complet the honor modul which expand on the core materi and highlight special circumst and programs. thi is an in-depth cours with 2 compon 1 core curriculum introduc gbv from a global perspect with an emphasi on ensur a strong health sector respons to gbv and teach key compet for social worker physician nurs midwiv commun health worker counselor and other healthcar workers. complet of the core content is requir for student to pass the course. 2 honor curriculum offer by expert from around the world help student dive deeper into certain issu and touch on uniqu popul and special topics. complet of honor curriculum is requir for those student who wish to receiv a certif of accomplish with honors. after take the cours student will be abl to ?\tdescrib the global epidemiolog of lead form of gbv and the evid link gbv to poor health. ?\tarticul the challeng strategi and who guidelin for integr gbv respons within the health sector. ?\tdescrib the compon of a comprehens clinic assess treatment and manag of a gbv survivor. ?\tdescrib the appropri psychosoci support and manag of a gbv survivor. modul 1 � introduct to gbv- epidemiolog and health impact gbv come in a varieti of form each with health consequ for the survivor. an understand of these issu help inform a comprehens and multi-sectori respons for prevent and respond to gbv. modul 2 � health care respons screen and psychosoci support recognit of health impact of gbv ha led to call to address gbv within the health sector. support for gbv survivor extend beyond clinic exam and assessment. safeti plan harm reduct and access to psychosoci support must be ensured. modul 3 � clinic care for gbv survivor care for gbv survivor requir compassion confidenti and nondiscriminatori clinic assessment. compet medic and forens examin along with appropri document is essential. honor modul � in-depth inform and special topic thi modul provid addit materi for those who wish to explor special topic and gain a more advanc grasp of the complex of address gender-bas violence. core cours topic are expand upon and special popul and program are highlighted. special topic includ violenc in humanitarian set against adolesc and sex worker and human trafficking. further inform is provid on epidemiolog polici and ethic guidelin as well as the use of mhealth in gbv screen and care. we�ll cover the uniqu challeng of gbv research and explor program that encourag men and boy to be engag in the prevent of violenc against women. acknowledg thi cours is a project of the john hopkin center for clinic global health education. we would like to grate acknowledg the follow collabor ?\tcentr for enquiri into health and alli theme cehat ?\tintern center for research on women' icrw asia region offic ?\tcenter on gender equiti and health at univers of california san diego ?\tdivis of global public health at univers of california san diego ?\tworld health organ ?\trti intern ?\tswayam ?\tjohn hopkin bloomberg school of public health center for public health and human right ?\tjohn hopkin bloomberg school of public health depart of popul famili & reproduct health ?\tjohn hopkin school of nurs thi cours is made possibl through the generos of the ujala foundat the vijay & mari goradia charit foundat and the wyncot foundation.psycholog violenc against women gender inequ violenc sexual violenc women' health domest violenc forens nurs clinic psycholog life-sci public-health

front-end web ui framework and tool bootstrap 4intermediatethi cours will give you an overview of client-sid web ui framework in particular bootstrap 4. you will learn about grid and respons design bootstrap css and javascript components. you will learn about css preprocessor less and sass. you will also learn the basic of node.j and npm and task runner like grunt and gulp. at the end of thi cours you will be abl to aset up design and style a web page use bootstrap 4 and it compon b creat a respons web page design and c make use of web tool to setup and manag web sites. thi cours also includ an honor track that enabl you to work on your own project develop a websit use bootstrap 4. student enrol in thi cours should have prior good work knowledg of html css and javascript.less stylesheet languag jqueri languag bootstrap front-end framework javascript sass stylesheet languag web github softwar as a servic css computer-sci mobile-and-web-develop

blockchain foundat and use casesintermediatethi cours is the definit introduct to blockchain for both the develop and non-develop audience. beyond the technolog thi cours will introduc you to some of the philosophi behind decentr and whi there is so much excit around it. dure the first three modul you'll be introduc to blockchain and the technolog behind it. in modul four we'll go beyond bitcoin and delv deeper into a next-gener blockchain call ethereum to introduc you to what modern blockchain can do. the use case featur in the final modul are drawn from among the busi in consensys' startup portfolio. we believ we'r uniqu posit to present you with a valuabl behind-the-scen look at the peopl and compani work in thi space to help give you a better understand of the busi side of blockchain. togeth we'll examin busi use case hear from industri leader and give you the opportun to develop and analyz a use case yourself. with thi cours not onli will you be the one who is abl to explain blockchain to your colleagu you'll be well on your way to make educ busi decis with your new foundat understand of the technology.smart contract public-key cryptographi key cryptographi bitcoin cryptographi solid cryptocurr ethereum blockchain use case computer-sci computer-security-and-network

quantit model checkingadvancedth integr of ict inform and commun technolog in differ applic is rapidli increas in e.g. embed and cyber physic system commun protocol and transport systems. henc their reliabl and depend increasingli depend on software. defect can be fatal and extrem costli with regard to mass-product of product and safety-crit systems. first a model of the real system ha to be built. in the simplest case the model reflect all possibl state that the system can reach and all possibl transit between state in a label state transit system. when ad probabl and discret time to the model we are deal with so-cal discrete-tim markov chain which in turn can be extend with continu time to continuous-tim markov chains. both formal have been use wide for model and perform and depend evalu of comput and commun system in a wide varieti of domains. these formal are well understood mathemat attract while at the same time flexibl enough to model complex systems. model check focus on the qualit evalu of the model. as formal verif method model check analyz the function of the system model. a properti that need to be analyz ha to be specifi in a logic with consist syntax and semantics. for everi state of the model it is then check whether the properti is valid or not. the main focu of thi cours is on quantit model check for markov chain for which we will discuss effici comput algorithms. the learn object of thi cours are as follow - express depend properti for differ kind of transit system . - comput the evolut over time for markov chains. - check whether singl state satisfi a certain formula and comput the satisfact set for properties.modulo oper null coalesc oper databas normal gener matrix comput tree logic logic transit system markov chain model model checker computer-sci software-develop

the scienc of the solar systemintermediatelearn about the scienc behind the current explor of the solar system in thi free class. use principl from physic chemistri biolog and geolog to understand the latest from mar comprehend the outer solar system ponder planet outsid our solar system and search for habit in our neighborhood and beyond. thi cours is gener taught at an advanc level assum a prior knowledg of undergradu math and physic but the major of the concept and lectur can be understood without these prerequisites. the quizz and final exam are design to make you think critic about the materi you have learn rather than to simpli make you memor facts. the class is expect to be challeng but rewarding.satellit chemic engin hydraul geolog chemistri life on titan physic astronomi life on mar solar system physical-science-and-engin physics-and-astronomi

c# program for uniti game develop capston projectadvancedthi is the final cours in the c# program for uniti game develop specialization. in thi cours you'll implement your own small game use c# and uniti from your initi idea to full implementation. you may alreadi have an idea in mind but if not i'll provid a number of suggest game for an 8-week cours that assum you'v learn the materi in the previou 4 cours in the specialization. your game won't be commercial-quality; that would be unreason after learn about c# program and uniti game develop for a few months. it take my ucc student 4 year of cours and experi to get to the point where they can build a commercial-qu game in the senior capston project. on the other hand build your own game is the culmin of the materi you'v learn in the previou cours in the specialization. that' a great thing to do! modul 1 develop a plan document for your game modul 2 develop a prototyp of your game modul 3 implement the menu and difficulti system in your game modul 4 implement iter 1 of your game modul 5 implement iter 2 of your game modul 6 finish implement your game for beta test modul 7 conduct beta test and modifi your game as appropri modul 8 complet final peer review �unity� is a trademark or regist trademark of uniti technolog or it affili in the u.s. and elsewhere. thi cours is an independ work and is not sponsor by author by or affili with uniti technolog or it affiliatesdocu c sharp program languag integr develop environ game design author game program video game develop c program comput program implement of function program languag computer-sci software-develop

resili teach through time of crisi and changeadvancedresili teach is the abil to facilit learn experi that are design to be adapt to fluctuat condit and disruptions. thi teach abil can be seen as an outcom of a design approach that attend to the relationship between learn goal and activ and the environ they are situat in. resili teach approach take into account how a dynam learn context may requir new form of interact between teacher student content and tools. addit they necessit the capac to rethink the design of learn experi base on a nuanc understand of context. the cours is design with higher educ faculti lectur and graduat student instructor in mind but may also be applic to educ in a wide varieti of instruct environments. the cours is aim at particip who may be ask to rethink how they teach in the immedi or near futur due to the ever-chang circumst of the current covid-19 pandemic. while the creation of thi cours is motiv by the current crisi we expect it will remain relev to instructor who are face with disrupt and chang to their teach for ani number of reason and must quickli adapt their cours designs. to support learn and reflect we are introduc a new journal tool within the cours that provid a place for particip to reflect on their own experiences. to support commun growth particip can choos to share their journal entri with the wider cours commun in an interact galleri space.crisi plan cognit behavior therapi law crisi manag coach learn style environment law futur studi psycholog futur orient social-sci educ

comput vision basicsbeginnerbi the end of thi cours learner will understand what comput vision is as well as it mission of make comput see and interpret the world as human do by learn core concept of the field and receiv an introduct to human vision capabilities. they are equip to identifi some key applic area of comput vision and understand the digit imag process. the cours cover crucial element that enabl comput vision digit signal process neurosci and artifici intelligence. topic includ color light and imag formation; earli mid- and high-level vision; and mathemat essenti for comput vision. learner will be abl to appli mathemat techniqu to complet comput vision tasks. thi cours is ideal for anyon curiou about or interest in explor the concept of comput vision. it is also use for those who desir a refresh cours in mathemat concept of comput vision. learner should have basic program skill and experi understand of for loop if/els statement specif in matlab mathwork provid the basic here https//www.mathworks.com/learn/tutorials/matlab-onramp.html. learner should also be familiar with the follow basic linear algebra matrix vector oper and notat 3d co-ordin system and transform basic calculu deriv and integr and basic probabl random variables. materi includ onlin lectur video demo hands-on exercis project work read and discussions. learner gain experi write comput vision program through onlin lab use matlab* and support toolboxes. * a free licens to instal matlab for the durat of the cours is avail from mathworks.imag segment perspect project matlab machin vision color theori computervis digit imag process comput vision digit imag imag process computer-sci algorithm

green busi strategybeginnercours overview https//youtu.be/g-pt2q4uht4 the global environ will continu to degrad until there are signific chang in busi practices. in thi cours we look at how some firm are respond posit to environment concern with new strategies. we look at 'best practices' of compani across countri and industri from differ perspectives. we introduc a veri help framework to structur your think about environ and busi strategy. we explor whi current destruct busi practic are so 'sticky' and resist to change. you don�t have to be an environmentalist or a tree-hugg to benefit from thi course. busi should respond to chang environ is one of these changes. if you have an interest in the environ and some understand of busi strategi then thi cours should be use to you.corpor sustain sustain circular economi environment econom strategi corpor social respons green economi green strategi path depend sustain busi busi business-strategi

leadership in interprofession informaticsintermediatein thi cours student in the health and inform technolog profess will examin model for interprofession collabor and teamwork practic commun techniqu to promot effect interact and envis futur literaci in interprofession informat scenarios. we will hear from nurs and other informatician who are lead and work interprofession and glean insight from their divers perspectives. when we think about the requisit varieti of leadership skill that are essenti in nurs informat we may deduc that leadership in interprofession informat will demand at least that divers or more. we�ll expand our nurs informat leadership vision to includ interprofession applic of the compet valu framework and the minnesota nurs informat leadership inventory. for student who are interest in complet the special there is a sixth modul in thi cours dedic to the creation of a portfolio which is peer reviewed. the purpos of the portfolio is to help student integr synthes and document their learn through complet of the five cours specialization. student will defin the term interprofession to support the develop of an interprofession informat leadership skill set describ how the compet valu framework support knowledg leadership and interprofession informat practic to achiev collect impact in health care context explain the core compet expect to support culturally-sensit interprofession practic to deepen leadership insight in interprofession informat discuss select polici practic and standard issu relat to knowledg represent and frame to support interprofession informat practic analyz the futur of interprofession informat leadership to develop an anticipatori leadership skill setknowledg represent leadership leadership and manag core compet leadership develop experi nurs informat informat nurs educ life-sci health-informat

financi risk manag with rbeginnerthi cours teach you how to calcul the return of a portfolio of secur as well as quantifi the market risk of that portfolio an import skill for financi market analyst in bank hedg fund insur compani and other financi servic and invest firms. use the r program languag with microsoft open r and rstudio you will use the two main tool for calcul the market risk of stock portfolio value-at-risk var and expect shortfal es. you will need a beginner-level understand of r program to complet the assign of thi course.insur financi risk manag leadership and manag student residu risk manag econometr financ r program risk financi risk busi financ

statist think for industri problem solv present by jmpadvancedstatist think for industri problem solv is an appli statist cours for scientist and engin offer by jmp a divis of sas. by complet thi cours student will understand the import of statist think and will be abl to use data and basic statist method to solv mani real-world problems. student complet thi cours will be abl to �\texplain the import of statist think in solv problem �\tdescrib the import of data and the step need to compil and prepar data for analysi �\tcompar core method for summar explor and analyz data and describ when to appli these method �\trecogn the import of statist design experi in understand caus and effectweb experiment design miss data sampl statist statist think probabl & statist control chart industri and organiz psycholog path variabl appli statist data-sci data-analysi

interact comput graphicsadvancedcomput graphic can be a power tool for support visual problem solv and interact play a central role in har the users' creativity. thi cours will introduc variou interact tool develop in comput graphic research field with their design rational and algorithms. exampl includ enhanc to graphic user interfac author tool for 2d draw and 3d anim and interact computer-aid design systems. rich live demonstr and cours assign will give you insight and skill to design and implement such tool for your own problems.textur synthesi geometr model dynam simul interact robot human comput interact key frame sketch-bas model comput anim comput graphic computer-sci software-develop

electrodynam an introductionintermediateth depth and breadth of electromagnet the foundat for mani field includ materi scienc electr engin and physic chemistri requir a long steep and steadi learn curve. thi cours aim to bridg the gap between the fundament principl taught in electromagnet and it practic applic to specif field such as materi physic and chemistri relat to energi storag and harvesting. the goal of electrodynam an introduct is to not onli teach electromagnet but also introduc some mathemat tool which can be use to solv problem in the subject. within these lectur note we review vector calculu and explain how to use field to visual the topic we cover. thi cours is dynam as the lectur continu build on previou note and a varieti of explan are present for each solution. sinc thi is a lower level cours we will focu on the simpl concept of electrostatics. thi ha applic in explor intermolecular forc and qualiti of capacitors. through thi we relat electromagnet to more convent studi topic and it applic to specif research topic relat to energi storag and harvesting.integr theori of rel physic scalar field geometri modulo oper student residu vector calculu f.lux mathemat physical-science-and-engin electrical-engin

mandarin chines 2 chines for beginnersintermediatemandarin chines 2 chines for beginn is a beginner' cours of mandarin chines in continu of mandarin chines 1 chines for beginners. it use lectur short play interact exercis and cultur tip to help learner build a fundament capabl of oral chines in real-lif situations. at the end of the 5-lesson cours the learner will reach the follow profici ? 300 word ? 40 languag point ? handl 10 real-lif situat complet "mandarin chines 1 chines for beginners" or have attend chines cours of ani type for at least 15 hour is the prerequisite.telephon number chines languag big data write one health grammar american sign languag cultur principl languag language-learn other-languag

advanc r programmingadvancedthi cours cover advanc topic in r program that are necessari for develop power robust and reusabl data scienc tools. topic cover includ function program in r robust error handl object orient program profil and benchmark debug and proper design of functions. upon complet thi cours you will be abl to identifi and abstract common data analysi task and to encapsul them in user-fac functions. becaus everi data scienc environ encount uniqu data challeng there is alway a need to develop custom softwar specif to your organization� mission. you will also be abl to defin new data type in r and to develop a univers of function specif to those data type to enabl cleaner execut of data scienc task and stronger reusabl within a team.comput program analysi debug type i and type ii error r program control flow java annot euler' totient function debug code function program data-sci data-analysi

compens expens and quotasadvancedthi cours is the third part of the sale operations/manag specialization. in it we will discuss some of the financi aspect involv in manag a sale force. student will learn about the option avail for sale forc compens the differ type plan you can use to manag your sale expens and how you can use quota to help your salespeopl achiev goals.ord pair sale oper sale manag cost expens manag expens sale leadership and manag sale quota compens busi leadership-and-manag

smart devic & mobil emerg technologiesbeginnereveri day you use your smartphone. your smartphon wake you up it is the first thing you use in the morn and the last thing you check e.g. alarm set befor you sleep. in addit you use it all day. a typic cellphon user touch their mobil phone 2 617 time a day dscout report base on 2017 and peopl spend over 4 hour a day on their mobil phone hackernoon report on average. smartphon and smart watch are veri use and will becom even more use due to their smaller size lighter weight versatil function advanc mobil commun & wireless network e.g. wi-fi & bluetooth technologies. in thi cours the start-of-the-art smartphon and smart watch technolog and compon in addit to the global market trend and futur forecast are introduced. sinc everybodi use smartphon and smart watch know the detail about the most global use electron devic will definit help you in all aspect of new product and app design & develop as well as busi planning. in addit the core technolog and compon of the world� most popular smartphon i.e. the samsung galaxi note8 and appl iphon x and smart watch i.e. samsung gear s3 and the appl watch seri 3 are introduc along with detail of the io and android smartphon oss oper system and mobil commun 1g to 5g for detail on wi-fi and bluetooth pleas take my cours �iot wireless & cloud emerg technology�. thi cours end with project that teach how to analyz the compon of smartphon and check the mobil network. consequ thi cours will prepar you to be more success in busi strateg plan in the upcom smart devic era. i cordial welcom you in to the amaz intern dynam of the smart devic world!multi-cor processor io develop bluetooth smart devic spectral effici wireless cloud comput handov smartphon mimo information-technolog cloud-comput

academ literacyadvancedthi is the first cours of the english for research public purpos specialization. the cours is an introduct to what you need to know about academ discourse. you�ll gain import critic read skill to help you develop as a self-crit scientif writer. you will learn practic tool and effect strategi for increas your academ vocabulari and grammar so that you will write well-structur coher academ texts.log relat grammar intention academ write colloc english languag write languag scientif write commun language-learn learning-english

c++ for c programm part bintermediatethi cours is for experienc c programm who want to program in c++. the exampl and exercis requir a basic understand of algorithm and object-ori software.inherit object-ori program function object crt0 iter graph theori c program c++ graph minimax standard templat librari computer-sci software-develop

microeconom principlesbeginnermost peopl make the incorrect assumpt that econom is onli the studi of money. my primari goal in thi cours is to shatter thi belief. dure thi cours we will be address the abov question as well as mani more relat to -the environ -love and marriag -crime -labor market -educ -polit -sport -busi my main goal is to show you the way economist think and how to use thi analyt system to answer question relat not onli to these and other import human issu but to anyth you end up do with your life after thi class. after all as you will quickli find out i believ that everyth is economics!analysi suppli and demand econom analysi demand extern suppli chain econom market econom microeconom price elast of demand social-sci econom

myocardi infarctionintermediatecardiovascular diseas are � accord to the world health organ who � the number one caus of death globally. myocardi infarct heart attack is the most promin under the cardiovascular diseases. in switzerland alon the risk to develop a coronari heart diseas dure life time is around 25% for men and 18% for women. most cardiovascular diseas can be prevent by address behavior risk factor the understand of these risk factor their mechan and impact on the cardiovascular system. in thi context our cours aim to approach the complex field of myocardi infarct in two respect medic educ and awar of a broader audience.cardiolog heart failur diagnosi / treatment physic exercis human error assess and reduct techniqu failur heart failur hypertens heart diseas myocardi infarct echocardiographi life-sci patient-car

curanderismo tradit heal use plantsbeginnercours descript as one of four cours on curanderismo the art of hispanic/latino tradit medicin thi cours focus specif on the use of plant in tradit healing. as an educ and cultur platform thi cours will share the histori influenc and contribut of tradit medicine. train tradit healer will share their knowledg of the heal properti of plant commonli found in the southwestern unit state and mexico through practic applic that can still be use today. learner will not becom certifi tradit healer at the complet of thi cours but will be abl appli basic principl or tradit medicin to approach health and illnesses. they will becom familiar specif with the use of plant for the digest and nervou systems; how to prepar tinctur and microdosi for healing; how to use juic therapi and geotherapi clay combin with plant for treatments; and the use of herbal oil and herbal smoke for healing. futur curanderismo cours includ tradit heal of the bodi intestin blockag empacho firecup ventosa and hydrotherapi heal with water tradit heal of the mind energi and spirit sweatlodg temazc energetic/spiritu cleans limpia and laugh therapi risaterapia. global and cultur influenc of tradit heal african tradit afro latino from cuba and puerto rico nativ american spiritu cleans and mayan acupuncture. requir text curanderismo the art of tradit medicin without border by eliseo torr curandero tradit healer of mexico and the southwest by eliseo torr with imanol miranda where to buy https//he.kendallhunt.com/product/curanderismo-art-traditional-medicine-without-bord https//he.kendallhunt.com/product/curandero-traditional-healers-mexico-and-southwest option text curandero a life in mexican folk heal by eliseo torr & tim sawyer heal with herb & ritual a mexican tradit eliseo torr edit by tim sawyer where to buy https//www.barnesandnoble.com/w/curandero-torres-eliseo-cheo/1120135382?ean=9780826336415&st=pla&sid=bnb1341481610&sourceid=plagona&dpid=tdtve346c&2sid=googlec&gclid=eaiaiqobchmi36lmyev3giviunkch3ipguyeaqyasabeglyxfdbw https//www.barnesandnoble.com/w/healing-with-herbs-and-rituals-torres-eliseo-cheo/1120135381?ean=9780826339621&st=pla&sid=bnb825204424&sourceid=plagona&dpid=tdtve346c&2sid=googlec&gclid=eaiaiqobchmirrvswyev3givbsrkch3bxqcheaqyasabeglnldbweherb ayurveda heal naturopathi chines medicin herbal tradit medicin plant medicin reiki arts-and-human histori

strategi for effect engagementintermediateb a success profession requir creativ innov and entrepreneuri think and to continu have a problem-solv mindset. as a system thinker you are expect to engag complex problem from multipl perspect and differ angl view them holistically. thi cours expos the student to a varieti of tool use to engag stakehold collect data and more deepli understand the community. thi cours will have three modules. techniqu for data collect will reinforc the import of built trust and rapport with your client and stakehold which in turn creat buy in. student will then learn how to enter a commun conduct rapid assess to provid a snapshot of the commun or organ and maintain ethic conduct throughout. system map & analysi will focu on map system and stakehold two differ techniqu that are use to visual system and identifi and evalu a network of stakeholders. final in conduct interview & survey student will learn differ techniqu to collect information. from focu group interview to one-on-on interview to survey system thinker need a mix of approach in their toolbox to identifi assess need and asset engag stakehold and collect inform throughout all phase of project implementation.commun engag map commun develop interact strategi asset rapport map interview strateg think busi leadership-and-manag

autom reason satisfiabilityadvancedin thi cours you will learn how to appli satisfi sat/smt tool to solv a wide rang of problems. sever basic exampl are given to get the flavor of the applic fit rectangl to be appli for print poster schedul problem solv puzzl and program correctness. also underli theori is present resolut as a basic approach for proposit satisfi the cdcl framework to scale up for big formula and the simplex method to deal with linear inequallities. the light weight approach to follow thi cours is just watch the lectur and do the correspond quizzes. to get a flavor of the topic thi may work out fine. howev the much more interest approach is to use thi as a basi to appli sat/smt yourself on sever problem for instanc on the problem present in the honor' assignment.autom reason linear inequ algorithm linear program mathemat optim solver combinator model checker binari arithmet arithmet computer-sci algorithm

practic reinforc learningintermediatewelcom to the reinforc learn course. here you will find out about - foundat of rl method value/polici iter q-learn polici gradient etc. --- with math & batteri includ - use deep neural network for rl task --- also known as "the hype train" - state of the art rl algorithm --- and how to appli duct tape to them for practic problems. - and of cours teach your neural network to play game --- becaus that' what everyon think rl is about. we'll also use it for seq2seq and contextu bandits. jump in. it' gonna be fun! do you have technic problems? write to us coursera@hse.ruhuman learn dynam program value-bas price markov decis process reinforc deep learn tempor differ learn reinforc learn gradient machin learn data-sci machine-learn

reason across the disciplinesadvancedcrit reason skill are a key success factor for student enter their first year of college. they must be abl to think logic and form arguments. thi cours design with incom colleg freshmen in mind but open to anyon provid an essenti ground in critic reason skills. faculti from multipl disciplin at the univers of north carolina at chapel hill offer guidanc on appli critic think skill in the context of specif disciplines. by develop these skill student will learn more enjoy their cours more and experi greater academ success. thi cours will help you understand what critic think skill are and whi they'r so important. you will also learn how critic think skill vari across disciplin as well as see them appli across sever field includ chemistri histori psycholog law english and american studies. you will develop your own critic think skill by work through scenario or problem pose by scholar across these field and you will better understand how your colleg cours will differ from your earlier education.linguist percept consent histori reason thought interpret educ psycholog critic think arts-and-human philosophi

fundament of the chines charact writing. part 2intermediateif you just finish the first cours you will definit love the second one! the cours give a concis survey of the chines character-writ tradition. you�ll master the fundament of the chines write aesthetics; maintain the main techniqu gain more knowledg about write tool and materi you�ll get the explan of the 214 chines charact radic the first part in part 1 of the cours the second � in part 2 and can practic their write use the anim and static sampl given in video and on pages. elabor test are go to help you regular the new inform and fill the lacunae. welcom to the mysteri world of the chines characters!tongu materi human error assess and reduct techniqu chines languag cjk charact write adob air charact build blood chines basic language-learn other-languag

window server manag and securityintermediatemicrosoft window ha been at the forefront of enterpris comput for sever decades. what most offic worker see is the desktop side � such as window 7 8 or 10. thi cours explor what it take to design and build the server side of window in an enterpris environment. thi cours will explor everyth from window server instal to configur user to harden the server oper system itself. thi cours is the second cours in the system manag and secur special focus on enterpris system management. the first week of thi cours provid an overview of how window oper in an enterpris environ and what it may look like in the real world. week 2 of the cours will show you how window user interact with the system. at the end of week 2 you will be abl to demonstr how window authent work at the end of week 2. week 3 will explor author in a window environment. at the end of week 3 you will be abl to differenti between differ author mechan and use differ technolog to secur data within the environment. week 4 explor built in secur featur of window and demonstr how to use each technolog effect and in what circumst you would use what technolog for what purpose. at the end of week 4 you will be abl to determin which technolog is the best technolog to use to secur certain portion of the window oper system.secur control window instal authent system secur author display server access control leadership and manag secur encrypt information-technolog secur

explor ?and ?prepar ?your ?data with bigquerybeginnerwelcom to the coursera special from data to insight with googl cloud platform brought to you by the googl cloud team. i�m evan jone a data enthusiast and i�m go to be your guide. thi first cours in thi special is explor and prepar your data with bigquery. here we will see what the common challeng face by data analyst are and how to solv them with the big data tool on googl cloud platform. you�ll pick up some sql along the way and becom veri familiar with use bigqueri and cloud dataprep to analyz and transform your datasets. thi cours should take about one week to complet 5-7 total hour of work. by the end of thi cours you�ll be abl to queri and draw insight from million of record in our bigqueri public datasets. you�ll learn how to assess the qualiti of your dataset and develop an autom data cleans pipelin that will output to bigquery. lastli you�ll get to practic write and troubleshoot sql on a real googl analyt e-commerc dataset to drive market insights. >>> by enrol in thi special you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<googl cloud platform analysi data analysi cloud platform dataflow bigqueri sql exploratori data analysi cloud comput big data information-technolog data-manag

respons web designadvancedin thi cours you will learn how to appli concept from interact design and human comput interact in order to design and build an interact profession look website. you will learn how to make your web page design adapt to differ screen size use respons grid layouts. you will learn how to add navig and other design element and you will learn how to separ data and display use javascript object and templates. at the end of the cours you will be abl to 1. explain whi user need to know where they are where they can go and what is on a web page 2. creat wirefram mockup of web page 3. identifi the key function element of web page 4. use bootstrap compon to realis page design 5. use javascript data structur such as array and object to defin the data use in a web page 6. use the handlebar templat librari to convert data to html 7. add interact to templat use javascript event listen in thi cours you will complet 1 websit design assign take ~1 hour to complet 1 program assign take ~1 hour to complet 4 quizz each take ~20 minut to complet multipl practic quizz each take ~5 minut to complet particip in or complet of thi onlin cours will not confer academ credit for univers of london programmes.us experi jqueri html respons web design web design data structur javascript javascript templat css web computer-sci mobile-and-web-develop

measur stock liquiditybeginnerin thi 1-hour long project-bas cours you will learn how to use averag daili trade volum and share turnov to measur liquid use depth of market dom and bid-ask spread to compar liquid and use varianc ratio to quantifi liquidity. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.machin learn project financ trade market depth varianc capit market measur deep learn stock busi financ

build a guess game applic use javabeginnerin thi project you will creat a guess game applic that pit the comput against the user. you will creat variabl static method decis construct and loop in java to creat the game. learn java give the programm a wide varieti of career path to choos from. java wa onc the properti of sun microsystem but is now an open-sourc free program languag that is use in web program mobil applic and mani desktop applications. java is a natur choic for object-ori program as it contain mani exist class for the programm to use from it feature-rich api. in addit java is truli cross-platform which mean it can be compil on a window system and execut on a mac or linux system. java contain a built-in garbag collector that remov object no longer need in the applic which reduc memori leak issues. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput program c dynam memori alloc garbag collect comput scienc file shortcut order pair method comput program compil mobil app memori leak softwar featur computer-sci software-develop

project creat your first c++ applicationbeginnerin thi 1-hour long project-bas cours you will learn how to implement the basic of c++ and oop program design discov pointer and memori manag in c++ and find optim situat for use c++ in the real world. by the end of the project you will creat an applic that can process basic calcul function from the user and store the previou results. with thi project we will creat a basic first applic in c++ and highlight the differ between c++ and other popular program languages. c++ ha been around sinc the mid 80 yet despit it age it is still an essenti part of applic develop today. c++ is the third most popular languag for develop and it balanc of low level access and high level concept ensur that it still hold an essenti role especi in large-scal enterpris development. student look to re-skil for anoth job will find thi cours give them a great introduct to c++ and more advanc student look to refresh their memori will also be at home. join the cours and get a power crash cours into c++. thi cours work on the rhyme platform which allow you to have a custom window vm that ensur you don't have to worri about ani of the setup work that normal caus beginn troubl with c++ or ani new language. student will be abl to code along on their desktop and learn by code with the instructor. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.softwar engin project mimic order pair memori manag memori comput program c++ comput program c program computer-sci software-develop

emot a philosoph introductionbeginnerphilosophi is like sex sure you can get some interest result but that' not whi we do it. go one step beyond�whi do you feel pain or pleasure? do plant have emotions? how is possibl that some peopl do not understand other� emotions? emot seem to be everywher give mean to all event of our lives. they are the backbon of social activ as well as they drive the cognit process of sever live entities. sever anim includ human have emot but�what about machines?...do machin can have emotions? thi cours will help you to understand and to identifi most import philosoph idea and debat about emot as well as it will provid you a rich sourc of data about neurolog psycholog or anthropolog analysi of emotions. in a nutshel thi is a cours to feel and think about.emot neurolog psycholog of self thought psycholog emot philosophi analysi social psycholog emot intellig arts-and-human philosophi

creat a budget with googl sheetsbeginnerbi the end of thi project you will be abl to build a basic budget use googl sheets. you will use a templat to add delet edit and format a budget to meet the need of your person or profession goals. you will be abl to read the summari tab share the budget and creat permiss for other to access format the chart and use condit formatting. you will also be abl to take the googl sheet budget and put it into present files. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.budget person advertis project manag profession instruct design project manag constructivist teach method time manag person budget law spreadsheet busi financ

learn to code use c# on vs codebeginnerwelcom to thi introduct on fundament program concept and terminology. thi project is intend for learner who have never program before. you will be expos to the basic code structur such as assign statement variabl constant decis make statement loop and array in c# consol applications. by success complet the hands-on practic assign you will understand whi and when to appli these basic program concept and be better prepar for take other comput program cours in ani language.microsoft visual studio data type sourc display devic comput program languag classif c sharp program languag array data structur array languag computer-sci software-develop

bioinformat method iiintermediatelarge-scal biolog project such as the sequenc of the human genom and gene express survey use rna-seq microarray and other technolog have creat a wealth of data for biologists. howev the challeng face scientist is analyz and even access these data to extract use inform pertain to the system be studied. thi cours focus on employ exist bioinformat resourc � mainli web-bas program and databas � to access the wealth of data to answer question relev to the averag biologist and is highli hands-on. topic cover includ multipl sequenc align phylogenet gene express data analysi and protein interact network in two separ parts. the first part bioinformat method i dealt with databas blast multipl sequenc align phylogenet select analysi and metagenomics. thi the second part bioinformat method ii will cover motif search protein-protein interact structur bioinformat gene express data analysi and cis-el predictions. thi pair of cours is use to ani student consid graduat school in the biolog scienc as well as student consid molecular medicine. these cours are base on one taught at the univers of toronto to upper-level undergradu who have some understand of basic molecular biology. if you'r not familiar with thi someth like https//learn.saylor.org/course/bio101 might be helpful. no program is requir for thi cours although some command line work though within a web browser occur in the 5th module. bioinformat method ii is regularli updat and wa last updat for march 2020.biogrid analysi gene express brca2 protein data bank file format bioinformat protein gene protein structur gene express analysi life-sci health-informat

introduct to busi analysi use spreadsheet basicsbeginnerin thi 1-hour 30-min long project-bas cours you will learn the respons of a busi analyst such as learn the basic concept of data analysi and descript statistics. learn how to manipul analyz and visual data in googl sheet use function aggreg function and logic aggreg functions. and present data use differ type of charts. thi cours work best for learner who wish to learn about busi analysi and wish to learn about the role of a busi analyst. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.categor data oper manag clean spreadsheet busi analysi aggreg function appli mathemat euler' totient function project mine analysi data-sci data-analysi

assess and teach of 21st centuri skillsnot calibratedthi mooc is design princip for practic teacher who are wonder exactli how they can incorpor teach and assess of 21st centuri skill into their classroom lab or workshops. it will also be use to traine teacher school leader teacher educ and curriculum and assess specialist provid them with an understand of the challeng associ with teach and assess of 21st centuri skills. thi cours explain the social and cognit skill that are known as 21st centuri skills. it review how they can be repres in the curriculum in term of development progressions. it also explor how teacher can recognis these skill in student how the level of skill of a learner can be assess and then how learner can be support to develop their skill. in thi cours we work through two detail exampl of 21st centuri skills. the first is collabor problem solv a 21st centuri skill which combin the capac of collabor problem solv critic think and communication. the second skill is a meta-cognit skill of know how to learn in a mooc. in each exampl you will explor how to understand the natur of each skill from a teach perspect how to teach it and how to assess it. these two exampl show how ani 21st centuri skill can be tackl in the classroom. the approach to teach and assess in thi cours deriv from the applic of a development evidence-bas clinic approach to teach practice. the cours provid a mix of theori and practic of think and do and opportun to share idea experi and resourc with other participants. join emeritu professor patrick griffin and the team from the assess research centr univers of melbourn in a massiv open onlin cours mooc on the assess and teach of 21st centuri skill host on coursera. pleas note that thi cours will be close for new learner enrol on octob 23 2020. sinc you have alreadi enrol you will continu to see it on your coursera dashboard as long as you remain enrol in the course.cognit skill combin rel chang and differ student' t-distribut awar teach educ collabor teach method averag social-sci educ

introduct to css in web developmentbeginnerin thi beginning-level cours you will explor the use of css cascad style sheet in web development. as html is use to add content to a websit css is use to make that content visual appeal to websit visitors. thi cours focus on improv that can be made to the text on a website� page includ color font style size and alignment. css is a veri power tool and learn to control textual data on a websit is a great first step in har that power. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web intern web develop css text corpu text editor html pageabl memori style sheet web page computer-sci mobile-and-web-develop

big data gene and medicineintermediatethi cours distil for you expert knowledg and skill master by profession in health big data scienc and bioinformatics. you will learn excit fact about the human bodi biolog and chemistri genet and medicin that will be intertwin with the scienc of big data and skill to har the avalanch of data openli avail at your fingertip and which we are just start to make sens of. we�ll investig the differ step requir to master big data analyt on real dataset includ next gener sequenc data in a healthcar and biolog context from prepar data for analysi to complet the analysi interpret the result visual them and share the results. needless to say when you master these high-demand skill you will be well posit to appli for or move to posit in biomed data analyt and bioinformatics. no matter what your skill level are in biomed or technic area you will gain highli valuabl new or sharpen skill that will make you stand-out as a profession and want to dive even deeper in biomed big data. it is my hope that thi cours will spark your interest in the vast possibl offer by publicli avail big data to better understand prevent and treat diseases.gen r program medicin big data algorithm genet gene express genom data reduct data cluster algorithm life-sci health-informat

classic cryptosystem and core conceptsintermediatewelcom to introduct to appli cryptography. cryptographi is an essenti compon of cybersecurity. the need to protect sensit inform and ensur the integr of industri control process ha place a premium on cybersecur skill in today� inform technolog market. demand for cybersecur job is expect to rise 6 million global by 2019 with a project shortfal of 1.5 million accord to symantec the world� largest secur softwar vendor. accord to forb the cybersecur market is expect to grow from $75 billion in 2015 to $170 billion by 2020. in thi special you will learn basic secur issu in comput commun classic cryptograph algorithm symmetric-key cryptographi public-key cryptographi authent and digit signatures. these topic should prove especi use to you if you are new to cybersecur cours 1 classic cryptosystem introduc you to basic concept and terminolog relat to cryptographi and cryptanalysis. it is recommend that you have a basic knowledg of comput scienc and basic math skill such as algebra and probability.hash cryptograph hash function cryptographi cryptosystem key size hash function frequenc analysi cipher euler' totient function cryptanalysi computer-sci computer-security-and-network

idea from the histori of graphic designintermediatethi condens survey cours focus on four key period or theme from the histori of design. togeth we�ll trace the emerg of design as a recogn practic whi thing look the way they do and how design approach specif design problem in their work. each week a short quiz will test your knowledg of concept and a short reflect assign will give you the opportun to analyz the question design ask themselv today. thi is an essenti cours for emerg design enter the field or for student interest in learn more about visual cultur and analysis. no previou experi is required.typographi graphic art comput graphic analysi i-dea design analysi art graphic design histori art histori arts-and-human histori

plagu witch and war the world of histor fictionintermediatea uniqu and excit introduct to the genr and craft of histor fiction for curiou student aspir authors--anyon with a passion for the past. read classic of the genr encount bestsel writer of histor fiction and discov your own histor archiv while interact with a global commun of interest readers.bibl interpret journal mytholog greek mytholog write poetri write creativ write seminar art histori histori of the book histori arts-and-human histori

introduct to bash shell scriptingbeginnerthi cours will help those new to shell and shell script to build a foundat with the bash shell. we'll learn sever bash shell command that will allow you to navig and use the shell for everyday tasks. we will also write a bash shell script that will back up a directori and email the compress file a culmin of all the command we�ll cover. we will cover not onli will you gain the knowledg to custom your system you will have a solid foundat to expand what you can do with bash on the command line and in scripts. thi beginner-level guid project is perfect for those who have an interest in learn to use a linux or unix oper system whether to gain new skill in it or softwar develop or to use an altern to commerci proprietari software. those with no experi in it softwar develop cybersecur and more can start here and build on necessari skill for futur train and employment. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.path variabl unix command histori order pair shell script shell command home directori command-lin interfac unix shell bash unix shell computer-sci software-develop

build a dynam web app use php & mysqlbeginnerin thi 1-hour long project-bas cours you will learn how to creat a simpl note-tak web app use php and mysql. php and mysql enabl develop power dynam web page and applications. they are some of the most wide use technolog in the world right now for develop back-end applications. they allow you to creat dynam content on your webpag and bring it to life. they also allow to persist data in the backend databas and use them in everi differ way. eventu you will be abl to use the concept you learn to build more complex and power web page and applic use php and mysql. thi will open huge career opportun in the field of back end web and mobil development. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.databas web page html php web web develop softwar back-end databas mysql front and back end mobil develop computer-sci mobile-and-web-develop

bayesian statisticsintermediatethi cours describ bayesian statist in which one' infer about paramet or hypothes are updat as evid accumulates. you will learn to use bayes� rule to transform prior probabl into posterior probabl and be introduc to the underli theori and perspect of the bayesian paradigm. the cours will appli bayesian method to sever practic problem to show end-to-end bayesian analys that move from frame the question to build model to elicit prior probabl to implement in r free statist softwar the final posterior distribution. addit the cours will introduc credibl region bayesian comparison of mean and proport bayesian regress and infer use multipl model and discuss of bayesian prediction. we assum learner in thi cours have background knowledg equival to what is cover in the earlier three cours in thi special "introduct to probabl and data " "inferenti statist " and "linear regress and modeling."bayesian linear regress bay factor linear bayesian bayesian statist linear regress bayesian infer gener statist regress infer data-sci data-analysi

blend learn person educ for studentsintermediateplenti of buzz exist about blend learn and it transform potential. but what doe blend learn realli mean? in thi cours we will explor the differ model of blend learn and dive into key issu that impact student teacher and schools. specif we will look at these issu through the len of three high-perform school that each use a differ type of blend learning. a few of the key topic will includ - the role of the student and how to support student in the transit from tradit to blend learn - implic for teacher in their day-to-day work and overal role - impact on the way school are design includ staf model use of time hardware/softwar select and the use of data - implement challeng potenti solut and the remain open question we will live by the attribut of blend learn in thi cours encourag student to take quizz at the begin of the modul to assess their understand and skip materi they alreadi know. overal we will take a hand-on approach and the cours will culmin in particip prototyp their own blend learn model. if you are interest in learn more about how to best leverag technolog in educ and rethink the way we run school join thi mooc and encourag your colleagu to do the same. becom a part of thi grow movement and learn first-hand how blend learn can help provid student a more person learn experience.softwar student' t-distribut famili literaci educ group instruct model direct instruct instruct design learn lab open learn social-sci educ

write win resum and cover lettersadvancedhow can you bring your resum to the top of the pile? how can you present yourself to prospect employ use the languag they alreadi speak insid their organization? thi cours will give you answer to those questions. you will learn how to convert a bore resum into a dynam asset statement that convey your talent in the languag that an employ understands. after complet thi cours you will be abl to 1. identifi the real purpos of a resume. 2. identifi relev compet for a position. 3. adapt your resum to applic track system resum screen software. 4. write power and convinc accomplish statement use your accomplish inventori to strateg assembl the most relev evid of compet for a specif position. 5. use the resum skill tier method to strengthen your resume. 6. write summari section and object statement align to a job position. 7. take advantag of web resourc to find power languag for your resume. 8. produc a strong resum in a format that is suitabl both to your background and the posit you'r interest in. 9. produc strong cover letter that use a.i.d.a. to help you achiev your career goals. 10. produc effect follow-up letter that help you stand out from the competition.strategi career linkedin write electron submiss r&d manag speech experi statist analysi interview busi business-essenti

busi strategi for emerg marketsadvancedth cours aim to transfer the fundament knowledg and to form the basic compet necessari for the develop and the implement of a busi strategi in an emerg market. the student are go to improv their analyz decis make and plan skill as well as the abil to recogn strateg opportun and threats. the cours requir the knowledg of basic econom concept as the pre-requisite. it is prefer that the student have some practic entrepreneuri or market experi but thi is not obligatory. the cours ha a distinct stress to the practic of strateg management. although a few fundament theori are mention the bulk of the idea are base on simpl though effici appli model that are easi to understand and conveni to use. the multitud of exampl and stori from the person consult and manageri experi of the author are the hallmark of the course. the author� origin draw make the key concept well memor ad cozi to deal with. do you have technic problems? write to us coursera@hse.ruemerg market sale strateg manag busi strategi posit market market econom plan market strategi busi develop strategi busi business-strategi

build your first react websitebeginnerin thi 1-hour long project-bas cours you will gain hands-on experi with one of the hottest web develop framework react. if you have some experi with html css javascript and want to start develop with react thi cours is for you! by the end of thi cours you will understand the fundament of react and be abl to creat and build a websit with react with ease.web euler' totient function web develop databas recurs react web framework project php javascript html computer-sci mobile-and-web-develop

creat an fp weapon in uniti (part 3 -damag effects)advancedin thi one-hour project-bas cours you'll learn how to creat and configur properti for a weapon. thi project cover manag the health of destruct object set up the weapon' damag fire rate and forc and ad effect to the destroy objects. the guid project will introduc you to the follow uniti concept - prefab - particl effect - physic - game mechan such as weapon cool-down and appli forc - code techniqu such as interfac thi is part 3 of a four-part seri on creat a weapon for your fp game. in part 1 we cover equip your fp player with a gun. in part 2 we learn how to creat visual effect when your player fire the gun. lastli in part 4 we will walk you through the step for ad ammunit reload the weapon and creat magazin and other weapons. thi is a stand-alon guid project but becaus thi is a continu of previou part in the "fp weapon" seri it is recommend that you complet the first part befor commenc thi guid project. thi seri also make use of the western-them uniti project creat in control physic with c# in uniti and the vm-compat fp player script written in creat a vm compat first person camera. these compliment thi guid project and although not prerequisit are recommend for a more well-round understand of the concept present herein.multiliteraci project .properti teach method problem-bas learn icaru project java annot principl of learn write meta learn computer-sci software-develop

interact with the system and manag memoryadvancedth final cours in the special introduct to program in c will teach you power new program techniqu for interact with the user and the system and dynam alloc memory. you will learn more sophist use for pointer such as string and multidimension array as well as how to write program that read and write file and take input from the user. learn about dynam memori alloc will allow your program to perform complex task that will be appli in the final part of the special project a mont carlo simul for calcul poker hand probabilities.algorithm c program c++ interact memori debug memori manag command-lin interfac comput program standard stream computer-sci software-develop

vector calculu for engineersbeginnerw cover both basic theori and applications. in the first week we learn about scalar and vector field in the second week about differenti field in the third week about integr fields. the fourth week cover the fundament theorem of vector calculu includ the gradient theorem the diverg theorem and stokes� theorem. these theorem are need in core engin subject such as electromagnet and fluid mechanics. instead of vector calculu some univers might call thi cours multivari or multivari calculu or calculu 3. two semest of singl variabl calculu differenti and integr are a prerequisite. the cours is organ into 42 short lectur video with a few problem to solv follow each video. and after each substanti topic there is a short practic quiz. solut to the problem and practic quizz can be found in instructor-provid lectur notes. there are a total of four week to the cours and at the end of each week there is an assess quiz. lectur note can be download from http//www.math.ust.hk/~machas/vector-calculus-for-engineers.pdfvector calculu explicit substitut calculu lambda calculu partial deriv integr surfac integr deriv modal ?-calculu adapt grammar math-and-log math-and-log

creativ think techniqu and tool for successbeginnerin today� ever-grow and chang world be abl to think creativ and innov are essenti skills. it can sometim be challeng to step back and reflect in an environ which is fast pace or when you are requir to assimil larg amount of information. make sens of or commun new idea in an innov and engag way approach problem from fresh angl and produc novel solut are all trait which are highli sought after by employers. thi cours will equip you with a �tool-box� introduc you to a select of behaviour and techniqu that will augment your innat creativity. some of the tool are suit to use on your own and other work well for a group enabl you to leverag the power of sever minds. you can pick and choos which of these tool or techniqu suit your need and interest focus on some or all of the select approach and in the order that fit best for you. the practic approach of thi cours enabl you to acquir an essenti skill-set for gener idea with plenti of - fun e-tiv and exercises; - practic lectur and tips; - video represent of the techniqu in action. by the end of thi cours you should be abl to - pick a type of brainstorm you think will be use to appli to a challeng - use alphabet brainstorm in tackl a challeng - use grid brainstorm in tackl a challeng - use a morpholog chart to synthesis a solut to a challeng - use the triz contradict matrix to identifi recommend invent principl - appli scamper to a rang of challeng the greatest innov aren�t necessarili the peopl who have the most origin idea. often they are people- or teams- that have har their creativ to develop a new perspect or more effect way of commun an idea. you can train your imagin to seiz opportun break away from routin and habit and tap into your natur creativity. join thi cours and our commun of practition in creativity!s.c.a.m.p.e.r trigonometr integr triz thought creativ analysi brainstorm critic think creativ techniqu problem solv personal-develop personal-develop

mechan of materi ii thin-wal pressur vessel and torsionintermediatethi cours explor the analysi and design of thin-wal pressur vessel and engin structur subject to torsion. ------------------------------------------------ the copyright of all content and materi in thi cours are own by either the georgia tech research corpor or dr. wayn whiteman. by particip in the cours or use the content or materi whether in whole or in part you agre that you may download and use ani content and/or materi in thi cours for your own person non-commerci use onli in a manner consist with a student of ani academ course. ani other use of the content and materi includ use by other academ univers or entiti is prohibit without express written permiss of the georgia tech research corporation. interest parti may contact dr. wayn whiteman directli for inform regard the procedur to obtain a non-exclus license.tub bend machin materi rebar ty mecha mechan engin steel form thin torqu stress engin design physical-science-and-engin mechanical-engin

rethink intern tax lawintermediatein recent year the intern tax plan strategi of multin have becom a sourc of � often heat � debate. thi cours provid learner with the tool to becom fulli inform particip in the debat by explain the foundat and practic of intern tax law as well as address current develop and the ethic aspect of tax planning.intern taxat tax plan transfer price price tax law tax law base eros and profit shift rethink plan social-sci law

strateg sourcingbeginnerthi cours will provid a detail overview of a strateg sourc process 7 step process profil the categori develop a categori sourc strategi gener supplier profil choos competit select or supplier develop select supplier and negoti implement continu improvement/suppli relationship manag thi cours learn will be support video read a a requir case with peer review.strateg manag process procur analyt strateg sourc purchas manag suppli chain contract manag plan suppli chain sourc busi leadership-and-manag

eu polici and implement make europ work!advancedpeopl have becom more critic of eu polici and often seem to prefer local polici solut in respons to globalis problems. how do you experi eu policy? doe it help? and if not how can we chang this? in thi cours we learn how the european union prepar and decid on polici and how polici is transfer to member state and implement by variou author includ region and local governments. we discuss the challeng of the european multi-level govern structure. we also focu on the main caus of polici failur or success. on thi journey we focu on actual polici and present the view of variou expert how easi is it to establish yourself in anoth eu-country? how do govern make sure that the air you breath is clean? and who is responsible? you will be abl to do research togeth in your own local setting. research on implement in which you can make comparison between differ countri or areas. if you live outsid the eu thi is not a problem. we have develop assign in such a way that you can do research in your area and compar your find with others. thi mooc ha been rate as one of the best mooc of 2017 and is current in the top 50 mooc of all time of class central so are you curious? pleas join 'eu polici and implement make europ work'. watch our trailer video at https//www.youtube.com/watch?v=n3nsn9r3vr4impact assess model decis make specif technic standard polici implement game theori regulatori affair decentr adapt choic social-sci governance-and-societi

architect with googl kubernet engin foundationsbeginnerin thi cours "architect with googl kubernet engin foundat " you get a review of the layout and principl of googl cloud platform follow by an introduct to creat and manag softwar contain and an introduct to the architectur of kubernetes. thi cours is part of a special focus on build effici comput infrastructur use kubernet and googl kubernet engin gke. the special introduc particip to deploy and manag container applic on gke and the other servic provid by googl cloud platform. through a combin of present demo and hands-on lab particip explor and deploy solut element includ infrastructur compon such as pod contain deploy and services; as well as network and applic services. the special also cover deploy practic solut includ secur and access manag resourc manag and resourc monitoring. note those seek an abbrevi overview of kubernet may want to consid get start with googl kubernet engine. >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<cloud platform kubernet packag googl app engin data cluster algorithm control plane googl cloud platform devop cloud comput softwar computer-sci software-develop

effect sale � an overviewadvancedwelcom to strateg sale manag specialization. thi special cours focu on provid conceptu and practic guidanc on sale plan and management. the develop of the special goe through the differ phase of the sale plan process keep attent on the connect to the strategi of the company. concept discuss in thi special aim to support the analys on how to plan sale in align with the strateg guidelin of the company. the sale function are discuss with model and framework that support the plan process which includ assumpt regard the strateg guidelin such as aggreg revenu target company� earn and expect cash flow from the company� operations. these variabl are all relat to the strategi of the company. the target audienc of thi special includ profession with some experi in sale they might have been promot to a manag posit recent or they have plan to improv their expertis in the sale area to appli to more challeng posit in the future. prerequisit for thi special is gener knowledg of busi concept model and tools. profession who have conclud undergradu cours of busi administr and also of differ area of knowledg such as engin econom account and social sciences. it� also import to emphas that sale involv a broad rang of area there are product and servic relat to agricultur petrochem automobil aeronaut chemic pharmaceut medic insur educ retail and consult industri just to mention some examples. that mean sale profession are from all sectors. therefor learner of differ academ background may benefit from do thi special which is structur to support sale plan and manag from a methodolog standpoint. and thi approach appli to a divers rang of sectors. the primari learn outcom of thi special is the improv of the sale plan and manag compet and skill by provid a set of concept model tool and techniqu to support the develop of the sale plan structur which will support the sale plan development.custom satisfact strateg manag strategi sale manag market busi oper sale agricultur sale strategi valu proposit busi business-strategi

the music of the beatlesbeginnerth music of the beatl will track the music develop of the band start from the earliest day in liverpool and hamburg move through the excit of beatlemania the rush of psychedelia and the matur of abbey road. while the focu will be on the music we will also consid how record techniqu the music busi the music of other artist and the cultur of the 1960 affect john paul georg and ringo as they creat the beatl repertory. there is probabl no band or artist that ha had more written about their music than the beatles. there are mani good book on the band' biographi sever insid account offer glimps behind the scene book that interpret the mean of the song and even book that catalog date and peopl regard the band. thi cours will tri to synthes much of that inform into an account of the beatles' develop as musician and songwriters.histori of rock film packag guitar rockbox art histori music rel chang and differ histori acoust arts-and-human music-and-art

creativ write the craft of set and descriptionadvancedin thi cours aspir writer will be introduc to the techniqu that master of fiction use to ground a stori in a concret world. from the most realist set to the most fantast writer will learn how to describ the physic world in sharp sensori detail. we will also learn how to build credibl through research and to use creativ medit exercis to deepen our own understand of our stori world so that our reader can see all that we imagine.copywrit storytel fiction write human learn film scientif write write poetri write creativ write screenwrit arts-and-human music-and-art

configur manag and the cloudconversantin thi cours you�ll learn how to appli autom to manag fleet of computers. you�ll understand how to autom the process for deploy new comput keep those machin updat manag large-scal chang and a lot more. we'll discuss manag both physic machin run in our offic and virtual machin run in the cloud. we'll start by look into an autom techniqu call configur manag which let you manag the configur of our comput at scale. specif you'll learn how to use puppet the current industri standard for configur management. we'll look at some simpl exampl and then see how we can appli the same concept to more complex cases. you�ll be a puppet-mast in no time! later on you'll expand your autom skill by understand how to use the cloud to help scale your infrastructure. you'll check out some best practic for handl hundr of virtual machin run in the cloud and troubleshoot them when thing don't go accord to plan.googl cloud platform virtual machin cloud platform cloud comput leadership and manag softwar puppet softwar troubleshoot configur manag softwar configur manag information-technolog cloud-comput

learn knowledg and human developmentintermediatethi cours set out to provid an understand of theori of learn and develop and how these theori relat to educ technology. it ha two components. the first is theoret in which we attempt to develop an overal frame of refer locat approach to the psycholog of learn in term of larg paradigm shift from �behaviorism� to �brain developmentalism� to �social cognitivism�. the second compon is practic in which we will use these theoret concept to �parse� a technology-medi learn environ for it underli presuppositions. -------------------------------- recommend background -------------------------------- thi cours is design for peopl interest in the futur of educ and the "learn societi " includ peopl who may wish to join educ as a profess practic teacher interest in explor futur direct for a vocat that is current undergo transform and commun and workplac leader who regard their mission to be in part "educative." -------------------------------- relat resourc -------------------------------- thi cours is base on the follow book https//www.amazon.com/new-learning-mary-kalantzis-ebook/dp/b0096r1fum addit onlin resourc are avail here https//newlearningonline.com/new-learn -------------------------------- take thi cours for credit at the univers of illinoi -------------------------------- thi cours ha the same content and anticip the same level of contribut by student in the new learn cours offer to graduat certif master and doctor level student in the learn design and leadership program in the colleg of educ at the univers of illinois. of cours in the natur of mooc mani peopl will just want to view the video and casual join some of the discussions. some peopl say that these limit kind of particip offer evid that mooc suffer from low retent rates. far from it � we say that ani level of engag is good engagement. on the other hand if you would like to take thi cours for credit at the univers of illinoi you will find more inform about our program here https//newlearningonline.com/kalantzis-and-cope/learning-design-and-leadership-program and you can appli here https//education.illinois.edu/epol/programs-degrees/ldl -------------------------------- the learn design and leadership seri of mooc -------------------------------- thi cours is one of a seri of eight mooc creat by bill cope and mari kalantzi for the learn design and leadership program at the univers of illinois. if you find thi mooc help pleas join us in others! e-learn ecolog innov approach to teach and learn for the digit age https//www.coursera.org/learn/elearn new learn principl and pattern of pedagogi https//www.coursera.org/learn/newlearn assess for learn https//www.coursera.org/learn/assessmentforlearn learn knowledg and human develop https//www.coursera.org/learn/learning-knowledge-human-develop ubiquit learn and instruct technolog https//www.coursera.org/learn/ubiquitouslearn negoti learner differ toward product divers in learn https//www.coursera.org/learn/learnerdiffer literaci teach and learn aim approach and pedagogi https//www.coursera.org/learn/literacy-teaching-learn multimod literaci commun and learn in the era of digit media https//www.coursera.org/learn/multimodal-literaciesmanag train psycholog development psycholog educ educ psycholog child psycholog counsel psycholog neurosci human develop train and develop social-sci educ

chemic and healthintermediatethi cours cover chemic in our environ and in our bodi and how they impact our health. it address polici and practic relat to chemic particularli relat to how they get into our bodi exposur what they do when they get there toxicolog how we measur them biomonitor and their impact on our health. most exampl are drawn from the us.nanoparticl chemistri public health risk assess safeti environment health risk health effect biomonitor chemic safeti life-sci basic-sci

espac mondial a french vision of global studiesbeginnerto explain how global rebuilt public polici and social behavior we studi the differ polit econom and social actor - public or privat individu or collect - and the exchang and interact between them that are remak intern relations. thi cours is inspir by a french sociolog and histor approach to intern relations. thi cours is also avail in french version www.coursera.org/learn/espace-mondial-fr/resourc economi hard power econom global the interpret of cultur ident crisi aporia power polit religion social-sci governance-and-societi

corpor & commerci law i contract & employ lawintermediatethi class deal with the busi law topic that appear on the cpa exam agenc contract debtor-creditor relationship govern regul of busi and busi organizations. student will gain an understand of how these area of the law affect busi and their oper with an eye on prepar for the busi law portion of the reg section of the cpa exam. by the end of the class student will be abl to identifi the legal principl that govern variou busi situat and appli those principl to an issu to determin the outcom when the law is appli to the fact of a scenario.corpor law labor corpor bond law contract a labour law contract of sale busi law common law employ busi business-essenti

natur languag process with attent modelsbeginnerin cours 4 of the natur languag process special offer by deeplearning.ai you will a translat complet english sentenc into german use an encoder-decod attent model b build a transform model to summar text c use t5 and bert model to perform question-answ and d build a chatbot use a reform model. thi cours is for student of machin learn or artifici intellig as well as softwar engin look for a deeper understand of how nlp model work and how to appli them. by the end of thi special you will have design nlp applic that perform question-answ and sentiment analysi creat tool to translat languag and summar text and even built a chatbot! learner should have a work knowledg of machin learn intermedi python includ experi with a deep learn framework e.g. tensorflow kera as well as profici in calculu linear algebra and statistics. pleas make sure that you�v complet cours 3 - natur languag process with sequenc model - befor start thi course. thi special is design and taught by two expert in nlp machin learn and deep learning. youn bensouda mourri is an instructor of ai at stanford univers who also help build the deep learn specialization. ?ukasz kaiser is a staff research scientist at googl brain and the co-author of tensorflow the tensor2tensor and trax librari and the transform paper.speech synthesi languag natur languag attent natur languag process deep learn machin learn pytorch speech recognit sentiment analysi data-sci machine-learn

get start with rstudiobeginnerin thi 1-hour long project-bas cours you will learn everyth you need to know to get start with rstudio ide includ how to instal rstudio onto your window mac or linux machin how to use rstudio cloud a lightweight cloud-bas version of rstudio how to start creat r project instal and load r packag as well as display interact map graph and tabl with 1 line of code. thi cours is perfect if you want to start learn r program with rstudio the premier ide for r note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.fil shortcut sourc line of code display devic r program map html rstudio interact graph project data-sci data-analysi

fashion e-commerc in xdbeginnerbi the end of thi project you will understand how to piec togeth a design into a work prototyp to share with stakehold and clients. we will learn how to plan our page anim optim our workflow and prepar the design to properli commun our design flows.mathemat optim project mine english languag high fidel php e-commerc data analysi data scienc user experi extract computer-sci design-and-product

bayesian method for machin learningintermediatepeopl appli bayesian method in mani area from game develop to drug discovery. they give superpow to mani machin learn algorithm handl miss data extract much more inform from small datasets. bayesian method also allow us to estim uncertainti in predict which is a desir featur for field like medicine. when appli to deep learn bayesian method allow you to compress your model a hundr fold and automat tune hyperparamet save your time and money. in six week we will discuss the basic of bayesian method from how to defin a probabilist model to how to make predict from it. we will see how one can autom thi workflow and how to speed it up use some advanc techniques. we will also see applic of bayesian method to deep learn and how to gener new imag with it. we will see how new drug that cure sever diseas be found with bayesian methods. do you have technic problems? write to us coursera@hse.ruvari bayesian method infer chain mathemat optim bayesian infer gaussian process markov chain mont carlo bayesian optim bayesian markov chain data-sci machine-learn

the futur of payment technologiesconversantdiscov the futur of payment technolog from mobil payment to tokenization. in thi cours you will learn new way of make payment from consumer-to-busi c2b from consumer-to-consum c2c and from business-to-busi b2b. you will explor current payment system technolog to examin their strength and weak and understand the way technolog innov is chang these tradit systems. you�ll learn about new front-end innov like digit wallet and mobil payment and also discov back-end innov like token mobil money and new payment infrastructure.fintech in india india payment payment system e-commerc financ innov fintech credit credit card busi financ

build a python gui with tkinterbeginnera graphic user interfac can be a nice altern to use the command line for run program as there is no need to memor how to execut a command with arguments. a label may be ad to describ what is need for the applic for example. there are mani choic for build a graphic user interfac in python. some of them requir licens for commerci use and each have their own set of learn curves. use tkinter avoid the licens issu and is quit simpl to use as well. it is a gui packag that is the standard gui toolkit for python applic and is wide avail on multipl platform includ window mac and linux. in thi cours you will implement a tkinter gui to read from a user-provid file contain data. the gui will allow the user to plot columnar data as x and y coordin on a regress graph and display statist about the data from each of the select columns. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program event comput c++ graphic model yottabyt graphic user interfac interfac command-lin interfac tkinter java annot computer-sci software-develop

gener design for part consolidationadvanceddesign a product is onli part of the process. now can that product be manufactured? in mani case the end product is made up of an assembl of differ piec to simplifi manufacturing. with gener design and addit manufactur we can now take a differ approach to the process of design and produc complex product by ultim reduc the number of part and step in an assembl while optim a design for strength and weight reduction. you�ll need a paid subscript to fusion 360 to complet the assign in thi course. be sure to review your access or payment option befor enrol https//www.autodesk.com/products/fusion-360 want to take your learn to the next level? complet the autodesk gener design for manufactur special and you�ll unlock an addit autodesk credenti as further recognit of your success! the autodesk credenti come with a digit badg and certif which you can add to your resum and share on social media platform like linkedin facebook and twitter. share your autodesk credenti can signal to hire manag that you�v got the right skill for the job and you�r up on the latest industri trend like gener design. enrol in the special here https//www.coursera.org/specializations/autodesk-generative-design-manufacturingstress mechan engin clinic studi design clone simul materi gener design geometri autodesk gener model physical-science-and-engin mechanical-engin

what is social?conversantth �what is social?" mooc is for busi owner execut and market profession who want to significantli improv their abil to grow their social strategi use effect proven methodologies. thi hand on "how to" program won�t just tell you how to grow your profession persona use social � you will actual do it! thi cours is the first in the six-cours special social media market how to profit in a digit world. while the cours can be audit for free paid learner will receiv addit content beyond the cours basics. for mooc 1 the toolkit includ a special video from alessandro acquisti on big data and a set of studi done by ibm on engag and social market strategi with bottom-lin profits. thi cours ha been design to give you the tool insight knowledg and skill to immedi impact your organization. in addit we will help you network with thought leader in social. after complet thi cours you and your organization� staff will be abl to posit engag and grow relationship with the consum of highest valu to you. today we are live in a period of massiv disruption. new technolog are chang the way peopl engag with each other and with the organ that interest them. thi cours will start you on the path to grow your own social strategi use effect proven methodologies. addit mooc 1 faculti includ * judi ungar frank presid the market democraci ltd. & lectur medil integr market commun northwesternsoci media market social market market social media tool social media social network audienc social network market econom media market busi market

big data analyt platform on alibaba cloudbeginnerbuild an analyt platform on alibaba cloud can empow how you take in analyz and demonstr clear metric from a set of big data. thi cours is design to teach engin how to use alibaba cloud big data products. it cover basic distribut system theori and alibaba cloud' core product like maxcomput datawork e-mapreduc as well as a bundl of ecosystem tools.apach hadoop softwar framework big data multi-us measur multiten data secur job schedul mapreduc data wareh information-technolog cloud-comput

buddhism and modern psychologynot calibratedth dalai lama ha said that buddhism and scienc are deepli compat and ha encourag western scholar to critic examin both the medit practic and buddhist idea about the human mind. a number of scientist and philosoph have taken up thi challenge. there have been brain scan of medit and philosoph examin of buddhist doctrines. there have even been discuss of darwin and the buddha do earli buddhist descript of the mind and of the human condit make particular sens in light of evolutionari psychology? thi cours will examin how buddhism is fare under thi scrutiny. are neuroscientist start to understand how medit �works�? would such an understand valid meditation�or might physic explan of medit undermin the spiritu signific attribut to it? and how are some of the basic buddhist claim about the human mind hold up? we�ll pay special attent to some highli counterintuit doctrin that the self doesn�t exist and that much of perceiv realiti is in some sens illusory. do these claim radic as they sound make a certain kind of sens in light of modern psychology? and what are the implic of all thi for how we should live our lives? can medit make us not just happier but better people? all the featur of thi cours are avail for free. it doe not offer a certif upon completion.psycholog medit psycholog evolutionari psycholog buddhism and psycholog critic think philosophi mind psycholog spiritu mind life-sci psycholog

machin learn with h2o flowbeginnerthi is a hands-on guid introduct to use h2o flow for machin learning. by the end of thi project you will be abl to train and evalu machin learn model with h2o flow and automl without write a singl line of code! you will use the point and click web-bas interfac to h2o call flow to solv a busi analyt problem with machin learning. h2o is a lead open-sourc machin learn and artifici intellig platform trust by data scientist and machin learn practitioners. it ha api avail in r python scala and also a web-bas point and click interfac call flow. h2o' automl autom the process of train and tune a larg select of model allow the user to focu on other aspect of the data scienc and machin learn pipelin such as data pre-process featur engin and model deployment. to get the most out of thi project we recommend that you have an understand of basic machin learn theori and have train machin learn models. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.point and click flow network busi analyt train model write analyt machin learn java annot interfac data-sci machine-learn

cloud secur basicsadvancedthi cours introduc you to cybersecur for the cloud. we'll learn and appli classic secur techniqu to today� cloud secur problems. we start with a decept simpl and secur web servic and address the problem aris as we improv it. we�ll analyz recent cloud secur vulner use standard systemat techniques. we�ll build our own web servic case studi and construct secur solut for them. our toolkit contain classic secur concept like least privileg and separ of duti as well as more technic cryptograph and access control techniques.separ of duti protocol stack cloud comput secur trust boundari attack surfac cryptograph protocol secur network secur cloud comput public key certif information-technolog cloud-comput

strateg self-market and person brandingintermediatein thi cours you will learn how to use strateg market and person brand techniqu for design enhanc and promot your profession image. act as "your own chief execut officer" p. drucker you will learn how to use relationship and network market and impress manag to showcas your skill to prospect employ colleagu supervisor and other interest parties. thi cours will help you to - recogn the import of market orient and career brand build for your career development; use market commun strategi for your self-marketing; - implement strateg market plan for your career develop and engag in creat your own strateg self-market plan; - devis strategi for manag your profession reputation; begin creat your person brand and plan step for strateg person branding; - creat person brand statement and integr social network into your career branding; - refin your self-manag inform system to systemat collect and analyz self-market and person brand relat data select appropri tool and appli them for a thorough accur evidence-bas and data driven self-assess of your self-market and person brand skills; - develop and implement an effect instrument for display your artifact and monitor your market commun strategi "the showcaser" and a realist perform metric for evalu your career brand build activ "the career brand equiti builder".impress manag market brand person brand leadership and manag market strategi person advertis brand equiti public relat market commun personal-develop personal-develop

get start with essay writingintermediatecours 2 get start with essay write thi is the second cours in the academ english write specialization. by introduc you to three type of academ essay thi cours will especi help prepar you for work in colleg class but anyon who want to improv hi or her write skill can benefit from thi course. after complet thi cours you will be abl to - creat effect thesi statement for your essay - plan and write compare/contrast cause/effect and argument essay - write well-develop bodi paragraph note the lectur and practic activ are avail for free but you must upgrad to the pay version in order to take the quizz and get feedback on write assignments.essay write languag plan english grammar grammar english languag academ write spss write creativ write arts-and-human music-and-art

design comput 3d model in rhinocero with python/rhinoscriptadvancedwhi should a design learn to code? as our world is increasingli impact by the use of algorithm design must learn how to use and creat design comput programs. design must go beyond the narrowli focus use of comput in the autom of simpl drafting/model task and instead explor the extraordinari potenti digit hold for design culture/practice. structur around a seri of fundament design problem thi cours will show you python code in term of it rule and syntax and what we can do with it in it applic and design. so by the end of thi cours you will know the fundament of python and rhino script but importantli through the len of their applic in geometr focus design lesson and exercises. subject cover in thi cours - an introduct to design comput as a subject and whi design should learn to code. - the fundament of code in the python script language. by the end of the cours student will be familiar with the basic structur and syntax of thi language. - the understand and applic of rhinoscriptsyntax a nativ code languag in rhinocero that� import into python which allow one to creat and control geometri through author code. - the applic of procedur logic - the structur of code system to produc variabl geometr form. - the output of geometri in still and anim forms.python program 3d model graphic design computer-aid design 3d scanner 3d reconstruct build inform model undefin variabl machin learn spacer gif computer-sci design-and-product

object-ori program with javabeginnerin thi project you will creat a fun social media profil app for pet while learn the principl of object-ori programming. by the end of the project you will understand the 4 principl of object-ori program write object-ori code in java and be abl to appli the same concept to other object-ori program languages!java program program paradigm javascript object-ori program comput program html java softwar platform inherit object-ori program applic program interfac data structur computer-sci software-develop

queer ident lgbtq+ sexual and gender identitybeginnerin thi cours you will explor the histori of lgbtq ident experi and activism. we�ll studi major event in global lgbtq histori investig local histori of queer and transgend peopl and commun and consid how lgbtq histori have help shape broader convers about civil right equal and justice.soci construction religion sex educ lgbt everyday life gender sexual parent sexual homosexu sex social-sci educ

order data structuresintermediatein thi cours you will learn new data structur for effici store and retriev data that is structur in an order sequence. such data includ an alphabet list of name a famili tree a calendar of event or an inventori organ by part numbers. the specif data structur cover by thi cours includ array link list queue stack tree binari tree avl tree b-tree and heaps. thi cours also show through algorithm complex analysi how these structur enabl the fastest algorithm to search and sort data.data structur search tree binari tree heap data structur avl tree stack abstract data type link list binari search algorithm data type binari search tree computer-sci software-develop

solar energi and electr system designintermediatethi cours suppli learner with the insight necessari for properli plan and therefor success instal a photovolta pv system per design specifications. it direct learner through the import step of initi site inspect and evalu appropri locat for pv system and featur uniqu element of residenti small industri and utility-scal solar applications. the cours probe key design concern � includ load effici and mechan and electr design � as well as aesthet and tool for planning. learner experi with calcul need to design a pv system exercis newli gain knowledg about site select layout code complianc system compon and wire sizing. thi cours is target for engin who have interest in enter the solar power sectors. it is also appropri for hvac instal architect and build code inspectors. learner should have a basic grasp of electr engin physic and mathemat concepts. those who are unfamiliar with how pv work the element of a pv system and/or solar power roi should take the first cours of the special solar energi system overview. materi includ onlin lectur video demo hands-on exercis project work read and discussions. thi is the second cours in the solar pv for engin architect and code inspector specialization. to learn more about the special check out a video overview at https//youtu.be/xjkkzbxqa6s.civil engin solar system electr engin renew energi wind energi energi electr design solar energi physic experi interior design physical-science-and-engin environmental-science-and-sustain

cybersecur in healthcar (hospit & care centres)intermediateth cybersecur in healthcar mooc wa develop as part the securehospitals.eu project. thi project ha receiv fund from the european union� horizon 2020 coordin research and innov action under grant agreement no. 826497. the cours "cybersecur in healthcare" ha been develop to rais awar and understand the role of cybersecur in healthcar e.g. hospit care centr clinic other medic or social care institut and servic organis and the challeng that surround it. in thi cours we will cover both theoret and practic aspect of cybersecurity. we look at both social aspect as technic aspect that come into play. furthermor we offer help resourc that cover differ aspect of cybersecurity. even if you are not activ in the healthcar domain you will find help tip and insight to deal with cybersecur challeng within ani other organis or in person context as well. thi cours begin by introduc the opportun and challeng that digitalis of healthcar servic ha created. it explain how the rise of technolog and prolifer of medic data ha becom an attract target to cybercrimin which is essenti in understand whi adequ cybersecur measur are critic within the healthcar environment. in later modul cours content cover the threat both insid and outsid of healthcar organis like e.g. social engin and hacking. modul 4 on cyber hygien describ how to improv cybersecur within healthcar organis in practic ways. modul 5 look deeper into how organis cultur affect cybersecur the cybersecur cultur focus on the interact between human behaviour and technolog and how organis factor can boost or diminish the level and attent to cybersecur in healthcare. do you work for a hospit clinic medic practic care centr care provid social care organis or nurs home? do you want to improv your person or your organisation� cybersecur cyber secur it secur inform secur network secur comput secur awareness? then pleas visit https//www.securehospitals.eu to gain access to a rang of resources. you can also join the secur provid and trainer platform see https//www.securehospitals.eu/for-providers-and-trainers/ or our commun of practic see https//www.securehospitals.eu/community/.data breach home secur nurs health and social care gener data protect regul attent cybercrim clinic research coordin breach secur exploit cyber-secur regul information-technolog secur

know thyself - the valu and limit of self-knowledg the unconsciousadvanceda challeng but fascin topic on the way to achiev self-knowledg is the unconscious. for well over a centuri psychologist philosoph and mani other have posit a level of mental that is not immedi open to introspection; some would even say that certain unconsci element cannot be known through introspection. thi cours will examin some of the most influenti idea about the unconsci start with the work of sigmund freud and follow the develop of theori of the unconsci all the way to present research in experiment psychology. but be warn some of the thing you may learn about your unconsci mind may be surpris and possibl even disturbing! --- thi cours wa creat by a partnership between the univers of edinburgh and humil & convict and public life project an engag research project base at the univers of connecticut and fund by a gener grant from the john templeton foundation.unconsci unconsci mind subject expect util psycholog of self psychoanalysi posit psycholog philosophi dream interpret psycholog psychoanalyt theori arts-and-human philosophi

game design document defin the art & conceptsadvancedth capston project is a place for you to develop your game idea into a fully-flesh proposal. a game design document is your game bibl the go-to document that defin the genr of your game it look and feel and the evolut of gameplay. thi four-part capston project guid you to distil and improv the foundat aspect of your game so that you may express your idea in a clear and product way. note onli learner who have earn a certif in the four previou cours in the special are elig to take the capstone.integr develop environ i-dea game design document video game develop game design game integr develop environ softwar design descript art comput anim document arts-and-human music-and-art

data scienc methodologybeginnerdespit the recent increas in comput power and access to data over the last coupl of decad our abil to use the data within the decis make process is either lost or not maxim at all too often we don't have a solid understand of the question be ask and how to appli the data correctli to the problem at hand. thi cours ha one purpos and that is to share a methodolog that can be use within data scienc to ensur that the data use in problem solv is relev and properli manipul to address the question at hand. accordingli in thi cours you will learn - the major step involv in tackl a data scienc problem. - the major step involv in practic data scienc from form a concret busi or research problem to collect and analyz data to build a model and understand the feedback after model deployment. - how data scientist think! limit time offer subscript is onli $39 usd per month for access to grade materi and a certificate.analyt data model process evalu model data mine analysi data analysi cross industri standard process for data mine crisp-dm methodolog data-sci data-analysi

script write write a pilot episod for a tv or web seri (project-cent course)advancedwhat you�ll achiev in thi project-cent course* you will design a seri bibl and write a complet pilot episod for your own uniqu televis or web seri be it drama or comedi or someth in between. you�ll learn to break down the creativ process into compon and you�ll discov a structur process that allow you to produc a polish and pitch-readi script in just a few weeks. complet thi project will increas your confid in your idea and abil and you�ll feel prepar to pitch your first script and get start on your next. here is a link to a trailer for the course. to view the trailer pleas copi and past the link into your browser. https//vimeo.com/423035246/6b3c18c4c5 thi is a cours design to tap into your creativ and is base in "activ learning". most of the actual learn take place within your own activ - that is writing! you will learn by doing. "thank you so much for your direct way of teach thi course. it wa encourag for us all to creativ flow and find our own voic in write and develop our scripts. thi aspect wa veri import to me." ingrid the cours curriculum is simpl you�ll write revis your work and share feedback with your peers. i am a propon of experienti learn activ learning. my lectur are short sometim just two minut long and to the point design in a step-by-step process essenti to your success as a script writer. i will guid you but i won�t "show" you how to write. i firmli believ that the onli way to becom a writer is to write write write. �david' lectur style for thi cours is inspired. the video are succinct and engaging. when i watch the lectur i feel david� sincer desir for me to creat someth truli amazing. he is teach us how to write a script and he is provid wisdom and tool that will help us do so in a compel way - by writing; not by watch him talk at us.� - a r adamson what you�ll need to get start to begin with ani basic word processor will do. dure week two you can choos to download some free scriptwrit softwar such as celtx or trelbi or you may choos to purchas final draft or you can continu to use your word processor and do your own script formatting. learner review "i am in love with thi course. have never written a script befor or ani substant fiction sinc colleg 15 year ago i had a small idea in my head that ha now explod into someth i realli believ in. david' guidanc is spot on he' hi own compel stori teller he give you enough and then you have to figur it out make it happen write! write! write! " if you have ani concern regard the protect of your origin work coursera' privaci polici protect the learner' ip and you are inde the sole owner of your work. *about project-cent cours thi is a �project-cent course� which mean it is design specif to help you complet a person meaning real-world project with your instructor and a commun of learner with similar goal provid guidanc and suggest along the way. by activ appli new concept as you learn you�ll master the cours content more efficiently; you�ll also get a head start on use the skill you gain to make posit chang in your life and career. when you complet the cours you�ll have a finish project that you�ll be proud to use and share. time 1-2 hour of studi 30+ hour of activ project workbibl film film studi cinematographi write creativ write video edit comedi creativ fiction write arts-and-human music-and-art

unravel the cycl cityconversantobscur by it appar simplic cycl is a complex phenomenon. be an almost perfect human-machin hybrid cycl is deepli root in a plethora of socio-technolog systems. around the world cycl is embrac as an import ingredi to tackl a wide varieti of individu and societ challenges. the netherland is often seen as an ideal live lab becaus cycl ha retain it signific share of mobil throughout the country. at the same time there are larg differ in develop across time and space that allow for a better understand of potenti causal relations. thi is also increasingli recogn by intern top tier research from mani differ academ fields. they are uncov reciproc relat of cycl with spatial ecolog histor social cultur econom biolog and polit structures. unravel the cycl citi bundl the state-of-the-art knowledg that emerg from research and practic on the dutch cycl system. as such it provid an easili access platform to learn about import caus and effect to open mind for the complex of the entir system and to support group deliber around the world.sustain transport mobil model citi plan cycl deliber rel chang and differ transport disciplin academia live lab urban plan social-sci governance-and-societi

prepar for the googl cloud associ cloud engin exambeginnerthi one-week on-demand cours help prospect candid structur their prepar for the associ cloud engin exam. the session will cover the structur and format of the examin as well as it relationship to other googl cloud certifications. through lectur demo and hands-on lab candid will familiar themselv with the domain cover by the examination. thi cours by itself will not prepar a candid to pass the associ cloud engin certif exam. it will howev help the candid better understand the area cover by the exam and navig the recommend resourc provid by googl and qwiklab for prepar to take the exam so they can formul their own person studi plan. new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng quest >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<command-lin interfac cloud comput googl app engin devop cloud engin leadership and manag googl cloud platform manag servic cloud platform ident manag information-technolog cloud-comput

fundament of macroscop and microscop thermodynamicsbeginnercours 1 first explor the basic of both macroscop and microscop thermodynam from a postulatori point of view. in thi view the mean of temperatur thermodynam pressur and chemic potenti are especi clear and easi to understand. in addit the develop of the fundament relat and it variou transform lead to a clear path to properti relat and to the concept of ensembl need to understand the relationship between atom and molecular structur properti and macroscop properties. we then explor the relationship between atom and molecular structur and macroscop properti by take a statist point of view. use a postulatori approach the method for do thi is made clear. thi lead to the develop of the partit function which describ the distribut of molecular quantum state as a function of the independ macroscop thermodynam properties.chemistri physic aerospac engin molecular dynam ansi chemic engin hemodynam fluid mechan mechan engin statist mechan physical-science-and-engin mechanical-engin

python for genom data scienceadvancedthi class provid an introduct to the python program languag and the ipython notebook. thi is the third cours in the genom big data scienc special from john hopkin university.comput program bioinformat python program comput biolog euler' totient function biostatist languag genom biopython genet data-sci data-analysi

train and learn program for volunt commun health workersintermediatevolunt commun health worker chw are a major strategi for increas access to and coverag of basic health interventions. our villag health worker train cours review the process of train and continu educ of chw as an import compon of involv commun in their own health servic delivery. particip will be guid through the step of plan train and continu educ activ for villag volunteers. the cours draw on real-lif exampl from community-direct onchocerciasi control villag health worker program commun case manag effort peer educ program and patent medicin vendor train program to name a few.lectur educ materi commun health smart criteria human learn train continu educ teach method resourc train program life-sci public-health

get start with music theoryintermediatethi cours is a brief introduct to the element of music theori for those with littl or no music theori experience. we will explor pitch rhythm meter notat scale key key signatur meter signatur triad seventh chord and basic harmony. if you listen to music or play music by ear and you want to know more about how music is organ and notat thi cours is for you. by the end of the cours you should know all major and minor key how to read and write in trebl and bass clef use standard meter and rhythmic valu and how to notat and harmon a simpl melody. thi cours can serv as a stand-alon basic music theori cours or it can be a springboard to more advanc theori and composit courses. your instructor is bruce taggart associ professor of music theori at michigan state univers in the colleg of music where he ha taught undergradu and graduat music theori sinc 1996.gnu octav signatur harmoni scale piano guitar sound music signifi and signifi chord arts-and-human music-and-art

biolog meet program bioinformat for beginnersadvancedar you interest in learn how to program in python within a scientif setting? thi cours will cover algorithm for solv variou biolog problem along with a hand of program challeng help you implement these algorithm in python. it offer a gently-pac introduct to our bioinformat special https//www.coursera.org/specializations/bioinformat prepar learner to take the first cours in the special "find hidden messag in dna" https//www.coursera.org/learn/dna-analysis. each of the four week in the cours will consist of two requir components. first an interact textbook provid python program challeng that aris from real biolog problems. if you haven't program in python befor not to worry! we provid "just-in-time" exercis from the codecademi python track https//www.codecademy.com/learn/python. and each page in our interact textbook ha it own discuss forum where you can interact with other learners. second each week will culmin in a summari quiz. lectur video are also provid that accompani the materi but these video are optional.genet languag motif search bioinformat biolog molecular biolog bioinformat algorithm comput program python program algorithm life-sci health-informat

climat adapt in africabeginnerthi cours explor whi climat chang adapt is import in the african context. africa is consid one to be one of the most vulner region to climat change. histor climate-rel hazard such as drought flood pest and diseas outbreak coastal storm and heat wave have had devast impact on peopl and the environ in which they live. often the damag knock back progress that ha been made in social and econom develop slow down the achiev of develop goals. climat model suggest that mani of these climat hazard will intensifi as the global climat warms. build resili to climat risk through adapt is critic import for futur develop in africa. the cours will examin adapt in theori and in practic through a focu on four sector that are critic import for climat resili develop in africa water secur agricultur and food secur ecosystem and ecosystem servic and resili cities.sustain climat risk resourc food secur agricultur global adapt ecosystem servic climat chang environment econom physical-science-and-engin environmental-science-and-sustain

manag secur in googl cloud platformbeginnerthi self-pac train cours give particip broad studi of secur control and techniqu on googl cloud platform. through record lectur demonstr and hands-on lab particip explor and deploy the compon of a secur gcp solut includ cloud ident the gcp resourc manag cloud iam googl virtual privat cloud firewal googl cloud load balanc cloud cdn cloud storag access control technolog stackdriv secur key customer-suppli encrypt key the googl data loss prevent api and cloud armor. particip learn mitig for attack at mani point in a gcp-base infrastructur includ distribut denial-of-servic attack phish attack and threat involv content classif and use. to get the most out of thi cours particip should have * prior complet of googl cloud platform fundament core infrastructur or equival experi * prior complet of gcp and hybrid network deep dive or equival experi * knowledg of foundat concept in inform secur such as * vulner threat attack surfac * confidenti integr avail * common threat type and their mitig strategi * public-key cryptographi * public and privat key pair * certif * cipher type * certif author * transport layer security/secur socket layer encrypt commun * public key infrastructur * secur polici * basic profici with command-lin tool and linux oper system environ * system oper experi deploy and manag applic on-premis or in a public cloud environ * read comprehens of code in python or javascript >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<authent ident manag s/sl program languag subnetwork googl cloud platform secur cloud comput cloud comput secur cloud platform secur socket layer ssl information-technolog cloud-comput

build arduino robot and devicesadvancedfor mani year now peopl have been improv their tool studi the forc of natur and bring them under control use the energi of the natur to oper their machines. last centuri is note for the creation of machin which can oper other machines. nowaday the creation of devic that interact with the physic world is avail to anyone. our cours consist of a seri of practic problem on make thing that work independ they make their own decis act move commun with each other and peopl around and control other devices. we will demonstr how to assembl such devic and programm them use the arduino platform as a basis. after thi cours you will be abl to creat devic that read the data about the extern world with a varieti of sensor receiv and forward thi data to a pc the internet and mobil devic and control index and the movement. the creation of such devic will involv design the studi of their compon the assemblag of circuit board code and diagnostics. along with the creation of the devic themselv you will perform visual on a pc creat a web page that will demonstr one of your devic and figur out how an fdm 3d-printer is configur and how it functions. besid those keen on robot or look to broaden their horizon and develop their skill the cours will also be use to anyon face the task of home and industri autom as well as to anyon engag in industri design advertis and art. the cours doe not requir ani special knowledg from the particip and is open even to student of upper secondari school. program skill and the level of english allow to read technic document would be an advantag but thi is not obligatory. the entir cours is dedic to practic so the best way for you would be to get hold of some electron follow the illustr exampl and experi on your own. you can buy some arduino here https//store.arduino.cc/ the list of the item use in the cours https//docs.google.com/spreadsheets/d/1h9mpcnwvt87gvxmzlycvza6jyfeqtu43-6eose6hi0m/edit?usp=shar taught by alexey perepelkin head of robot depart in the laboratori of innov educ technolog at mipt taught by dmitri savitski research in the laboratori of innov educ technolog at mipt3d print electr engin comput program mechan engin arduino comput program microcontrol electron internet of thing robot physical-science-and-engin electrical-engin

blend languag learn design and practic for teachersintermediatethi cours is for languag educ who wish to learn how to build and teach a blend languag course. you may receiv 1.5 graduat teacher educ credit grte for complet thi course. see below for more information. thi cours is divid into four modules. in the first modul we are go to discuss the origin and effect of the blend learn model. in the second modul we are go to look at cours level consider such as how to choos a blend format or how to build a blend cours syllabus. in the third modul we are go to focu on the unit level. we are go to discuss how to plan a blend unit how to go about present content design blend activ and assess strategies. in the fourth modul we'r go to turn our attent to the teach aspect of the blend learn experience. at the end of the cours you have the option to put what you have learn into practic through an option peer-review assign honor lesson. thi assign is not requir to complet the cours unless you wish to obtain graduat teacher credit grte. thi cours includ short quizz discuss question and an option scaffold peer-review assignment. if you complet all the assign at the end of thi cours you will have fairli flesh out a blend unit and you will be well on your way to build your own blend languag course. upon complet of thi cours student will be abl to explain blend learn as a teach modal and discuss it effect list and discuss the main instruct design step involv in build a blend languag cours select tool and technolog to support blend languag learn discuss effect blend teach strategi grte credit credit earn for grte cours are not applic toward a degre program offer at the univers of colorado boulder but may be use for teacher profession enhanc includ relicensur and school district salari advancement. you may receiv 1.5 grte credit for complet thi cours $225. the form is provid at the end modul 5.afford languag interpret discuss inquiri train instruct design rel chang and differ social presenc theori blend mode teach language-learn learning-english

cryptographi and inform theoryintermediatewelcom to cryptographi and inform theory! thi cours combin cryptographi the techniqu for protect inform from unauthor access and inform theori the studi of inform code and transfer. more specif the cours studi cryptographi from the information-theoret perspect and discuss the concept such as entropi and the attack knowledg capabl e.g. kerckhoff' principle. it also contrast information-theoret secur and comput secur to highlight the differ train of thought that drive the cryptograph algorithm construct and the secur analyses. thi cours is a part of the appli cryptographi specialization.inform leakag side-channel attack cryptanalysi entropi inform theori inform theori one-tim pad cryptographi secur event probabl theori secur through obscur computer-sci computer-security-and-network

data analysi and interpret capstoneadvancedth capston project will allow you to continu to appli and refin the data analyt techniqu learn from the previou cours in the special to address an import issu in society. you will use real world data to complet a project with our industri and academ partners. for exampl you can work with our industri partner drivendata to help them solv some of the world' biggest social challenges! drivendata at www.drivendata.org is commit to bring cutting-edg practic in data scienc and crowdsourc to some of the world' biggest social challeng and the organ take them on. or you can work with our other industri partner the connect www.theconnectioninc.org to help them better understand recidiv risk for peopl on parol seek substanc use treatment. for more than 40 year the connect ha been one of connecticut� lead privat nonprofit human servic and commun develop agencies. each month thousand of peopl are assist by the connection� divers behavior health famili support and commun justic programs. the connection� institut for innov practic wa creat in 2010 to bridg the gap between research and practition in the behavior health and crimin justic field with the goal of develop maxim effect evidence-bas treatment programs. a major compon of the capston project is for you to be abl to choos the inform from your analys that best convey result and implic and to tell a compel stori with thi information. by the end of the cours you will have a profession qualiti report of your find that can be shown to colleagu and potenti employ to demonstr the skill you learn by complet the specialization.python program experi bivari analysi regress panda write data analysi regress variabl select analyt human learn data-sci data-analysi

introduct to sustainabilityintermediatethi cours introduc the academ approach of sustain and explor how today� human societi can endur in the face of global chang ecosystem degrad and resourc limitations. the cours focus on key knowledg area of sustain theori and practic includ popul ecosystem global chang energi agricultur water environment econom and polici ethic and cultur history. thi subject is of vital import seek as it doe to uncov the principl of the long-term welfar of all the peopl of the planet. as sustain is a cross-disciplinari field of studi thi foundat requir intellectu breadth as i describ it in the class text understand our motiv requir the human measur the challeng of sustain requir knowledg of the scienc both natur and social and build solut requir technic insight into system such as provid by engin plan and management.sustain energi econom energi sustain popul resourc environment polici environment studi climat chang natur resourc physical-science-and-engin environmental-science-and-sustain

custom valu in price strategyadvancedth tradit approach to price base on cost work to pay the bill but it leav revenu on the table. you can in fact price your product in a way that increas sales--if you know what your custom are will to pay and can leverag psycholog to creat better deal and discount plans. in thi cours we'll show you how to price a product base on how your custom valu it and the psycholog behind their purchas decisions. develop at the darden school of busi at the univers of virginia and led by top-rank darden faculti and boston consult group global price expert thi cours provid an in-depth understand of value-bas price and how to use it to captur more revenue. by the end of thi cours you'll be abl to... -- appli knowledg of custom valu to price product -- leverag core value-bas price techniqu to inform price decis -- measur custom willing to pay use model survey conjoint analysi other data -- use knowledg of consum psycholog to set price benefici to both consum and sellersmarket segment willing to pay strategi discount analysi value-bas price price strategi conjoint analysi price mental account busi market

fintech and the transform in financi servicesintermediateth fintech revolut is rapidli transform the financi industry. the use of digit technolog is the norm and togeth with regulatori and market chang it is creat a revolution. after complet of the modul you'll be abl to describ the chang that influenc the financi sector understand the complex of the payment infrastructur identifi and explain the key payment instrument and how they function understand the type of money that exit and recogn chang in the regulatori framework and how they inhibit or promot innovation. to begin i recommend take a few minut to explor the cours site. a good place to start is the navig bar on the left. click cours content to see what materi we�ll cover each week as well preview the assign you�ll need to complet to pass the course. click discuss to see forum where you can discuss the cours materi with fellow student take the class. be sure to introduc yourself to everyon in the meet and greet forum! thi cours should take about four week to complete. you can check out the recommend cours schedul below to see a quick overview of the lesson and assign you�ll complet each week. by the time you finish thi cours you�ll have master master the transform forc of digit and the new competit dynam it give rise to learn from lead financi compani and seen inspir exampl from the digit masters. good luck as you get started. i look forward to see you in class!peer-to-p payment loan bank peer-to-p lend fintech open bank financi servic financ payment system busi leadership-and-manag

fundament of immunolog death by friendli fireintermediatecours 3 of a three cours special call fundament of immunology. each cours in the special present materi that build on the previou course' material. thi is the third leg of the journey through the defens your bodi use to keep you healthy. in the first cours we learn about innat immun and b cell function. in the second cours we studi t cell function and coordin of the immun response. fundament of immunolog death by friendli fire introduc student to the basic function of the adapt and innat immun systems. the earli lectur survey cell tissu and organ use metaphor cartoon and model to improv understand and retention. after describ the form function origin and varieti of antibodi subsequ lectur provid detail on the mechan of the gener of variation. the cours provid anim of gene rearrang and class switch and descript of affin matur correl with detail physic model of antibodi structure. the final lectur review these concept in anatom context. test employ multipl choic question test fact concept and applic of principles. question may refer to diagram draw and photograph use in lectur and reproduc in the outline. what you�ll learn a survey of immun cell and how they attack pathogen with emphasi on the mechan of induc apoptosi and detail of antibodi direct cell-medi cytotoxicity. the inflammatori respons and mechan of gener toler present in sequenc to emphas the decis make involv in control attacks. a survey of autoimmun diseas their characterist caus and treatment. survey of hypersensit reaction includ allergi anaphylaxi anemia granuloma and a varieti of skin responses. thi is accompani by identif prevent and treatment. the final discuss of prevent transplant reject is preced by a detail unit on antibodi technolog and the method of test for incompatibility.kil command death autoimmun diseas biochemistri genet cancer immun system immunolog biolog assay life-sci basic-sci

intermedi relat databas and sqladvancedin thi 1-hour long project-bas cours you will gain hands-on experi and learn how to creat and maintain relat databas such as mysql oracl and ms access. concept cover includ databas and tabl creation primari key and foreign keys. if you have some experi with end-us level sql and want to advanc to a design or databas administr role thi cours is for you! note take my cours "introduct to relat databas and sql" befor take thi cours is highli recommended. especi if you do not have ani previou experi with relat databas and sql.relat databas manag system mysql relat databas sql oracl sql develop data scienc databas uniqu key project sql server computer-sci software-develop

big data - capston projectadvancedwelcom to the capston project for big data! in thi culmin project you will build a big data ecosystem use tool and method form the earlier cours in thi specialization. you will analyz a data set simul big data gener from a larg number of user who are play our imaginari game "catch the pink flamingo". dure the five week capston project you will walk through the typic big data scienc step for acquir explor prepar analyz and reporting. in the first two week we will introduc you to the data set and guid you through some exploratori analysi use tool such as splunk and open office. then we will move into more challeng big data problem requir the more advanc tool you have learn includ knime spark' mllib and gephi. final dure the fifth and final week we will show you how to bring it all togeth to creat engag and compel report and slide presentations. as a result of our collabor with splunk a softwar compani focu on analyz machine-gener big data learner with the top project will be elig to present to splunk and meet splunk recruit and engin leadership.analysi apach spark sql big data analyt analyt big data knime apach neo4j apach hadoop data-sci data-analysi

build your own io appadvancedin the build your own io app capston you will expand your repertoir of addit featur and more advanc function that may be implement within the io environment. you will refin your develop skill set and will appli your accumul skill over the entir special seri in an appli applic develop capston project. thi particular cours is project base and structur around you build a high qualiti app as a capston to the specialization. current thi cours is taught use swift 2. the team is awar of the releas of swift 3 and will be make edit to the cours in time. pleas be awar that at thi time the instruct is entir with swift 2.user interfac design comput program full cycl mobil develop io develop languag softwar engin swift program softwar develop kit softwar computer-sci mobile-and-web-develop

data structur and design pattern for game developersadvancedthi cours is the fourth cours in the special about learn how to develop video game use the c# program languag and the uniti game engin on window or mac. whi use c# and uniti instead of some other languag and game engine? well c# is a realli good languag for learn how to program and then program professionally. also the uniti game engin is veri popular with indi game developers; uniti game were download 16 000 000 000 time in 2016! final c# is one of the program languag you can use in the uniti environment. thi cours assum you have the prerequisit knowledg from the previou three cours in the specialization. you should make sure you have that knowledg either by take those previou cours or from person experi befor tackl thi course. the requir prerequisit knowledg is list in the "who thi class is for" section below. throughout thi cours you'll build on your foundat c# and uniti knowledg by develop more robust game with better object-ori design use variou data structur and design patterns. data structur and design pattern are both gener program and softwar architectur topic that span all softwar not just games. although we'll discuss these idea in the game domain they also appli if you'r write a web app in asp.net build a tool use winform or ani other softwar you decid to build. modul 1 explor a dynam array data structur and learn the basic of algorithm analysi modul 2 learn about and use the common link list and graph data structur modul 3 learn about and use sever addit data structur stack queue and tree modul 4 learn whi design pattern are so use and discov a number of design pattern use in game develop modul 5 complet final peer review �unity� is a trademark or regist trademark of uniti technolog or it affili in the u.s. and elsewhere. thi cours is an independ work and is not sponsor by author by or affili with uniti technolog or it affiliatesgam program link list c sharp program languag breadth-first search object pool pattern minimax depth-first search game design video game develop ?-recurs function computer-sci software-develop

quantit foundat for intern businessintermediatethi cours provid the essenti mathemat requir to succeed in the financ and econom relat modul of the global mba includ equat function deriv and matrices. you can test your understand with quizz and worksheet while more advanc content will be avail if you want to push yourself. thi cours form part of a specialis from the univers of london design to help you develop and build the essenti busi academ and cultur skill necessari to succeed in intern busi or in further study. if complet success your certif from thi specialis can also be use as part of the applic process for the univers of london global mba programm particularli for earli career applicants. if you would like more inform about the global mba pleas visit https//mba.london.ac.uk/. thi cours is endors by cmimatrix multipl continu function matric euler' totient function deriv analysi function of a real variabl econom analysi econom model financi model busi business-essenti

introduct to gi mappingbeginnerget start learn about the fascin and use world of geograph inform system gis! in thi first cours of the special gi map and spatial analysi you'll learn about what a gi is how to get start with the softwar yourself how thing we find in the real world can be repres on a map how we record locat use coordin and how we can make a two-dimension map from a three-dimension earth. in the cours project you will creat your own gi data by trace geograph featur from a satellit imag for a locat and theme of your choice. thi cours will give you a strong foundat in map and gi that will give you the understand you need to start work with gi and to succeed in the other cours in thi specialization. thi cours is for anyon who want to learn about map and gis. you don't have to have ani previou experi - just your curiosity! the cours includ both practic softwar train and explan of the concept you need to know to make inform decis as you start your journey to becom a gi analyst. you will need a window comput with arcgi desktop installed. softwar is not providedmap project arcgi arcmap softwar map digit map gi softwar scale geograph inform system physical-science-and-engin environmental-science-and-sustain

privaci & standardis capstoneadvancedwelcom to the capston on the specialis on privaci & standardisation. thi capston will build on the knowledg you obtain in the cours standardis & technolog privaci in the western world privaci in the usa and privaci in europe. the capston will help you build a comprehens opinion and it will challeng you in all area of present-day privaci protection. the assign invit you to use and revisit the materi of all the courses. thi capston will link histor mileston to current limit and offer you a journey through jurisdict and technolog field alike. wherea in the previou cours you were assess by quizz the capston will requir you to care consid all you have learn so far and detail your opinion. the assess in thi cours will mainli be done by in-depth assignments. use the few practic exercis well to give you a head start in the grade assignments!numb spreadsheet law opinion consent switch model person identifi inform data protect privaci telephon number social-sci law

engag and assess student with plickersbeginnerbi the end of thi project you will have creat a plicker account complet with plicker assess fulli equip you to begin use plicker with your student right away. plicker is a free onlin tool that allow you to instantli check student understanding. best of all - your student do not need their own devic in order to use plickers. plicker allow student to respond with qr code as you scan the room to check for understanding! dure thi project we will work togeth to set up your plicker account and learn how to creat assess you can use with your class or at home. we will also learn how to use the data we collect from these assess in order to inform and adjust our instruction. *you will need a free plicker account for thi project.student' t-distribut data analysi english languag home directori must data structur align c++ project mine organ manag home social-sci educ

teach efl/esl read a task base approachadvancedthi cours explor way of teach read skill in english as second and foreign languag esl/efl use a task-bas approach. you will be introduc to the concept of task and the key principl of task-bas languag teach tblt and learning. tblt use commun task as the key unit for creat languag learn activities. you will also examin the role of read in real-lif and in second and foreign languag teach and current think about the interfac between tblt and second languag reading. you will explor how tblt and teach second languag read can be success integr in practic through analys task-bas read materials. the cours culmin in creat task-bas materi for teach read in your own languag teach contexts. after complet the cours you will be abl to 1.\texplain the main compon and tenet of a task-bas approach to teach language; 2.\texplain the main issu involv in teach reading; 3.\tillustr connect between tblt approach and the teach of reading; 4.\tintegr task into your own teaching; 5.\tidentifi read text that are suitabl for the construct of tasks; and 6.\tconstruct read task and sequenc for use in your own classroom.ag peer critic think educ com file english languag adapt linguist process teach social-sci educ

prepar prep for provid and patientsbeginnerpre-exposur prophylaxi prep use the antiretrovir medic emtricitibine/tenofovir approv in countri around the world is a highli effect mean of reduc transmiss of hiv through sexual encount and needl sharing. thi john hopkin univers cours prepar you with essenti inform concept and practic advic regard prep from leader in the field. a first of it kind learn opportun both provid and patient learn from the same expert through content that meet the need of both audienc while facilit the opportun for a share commun space. lesson for healthcar worker provid background on foundat and cutting-edg research and prep guidelin how to initi a prep program clinic manag and provid cultur sensit sexual health and primari care to divers communities. lesson for prep enthusiast prep user or the prep curiou provid inform regard who can benefit from prep how to access servic what to expect and how to stick with your prep program long-term. object at the conclus of the session the particip will be abl to 1.\tdescrib the differ between foundat prep studi and demonstr project 2.\tdescrib the basic pharmacodynam of tenofovir/emtricitibin includ mechan of infect prevent and time to protect concentr in mucos tissu 3.\tlist recommend from prep for prevent of hiv infect in the unit state clinic practic guidelin usph and cdc includ initi and ongo screen and test 4.\tdescrib the need for prep as an hiv prevent tool for prioriti in often stigmat popul 5.\tindic the compon for integr prep servic into clinic practic 6.\toutlin guidelin for screen and treatment of sexual transmit infect 7.\tdescrib how to take a thorough sexual histori and to engag with client around sex in an affirm and non- judgment manner 8.\tlist the baselin and follow-up laboratori monitor requir 9.\texplain key aspect of patient educ for hiv prevent and sexual health 10.\tdescrib protocol for ongo prep servic and when to discontinu faculty/ credenti jason e. farley phd mph anp-bc faan associ professor john hopkin univers school of nurs chri beyrer md mph professor john hopkin univers bloomberg school of public health yusuf ariyibi ba diseas intervent specialist baltimor citi health depart joyc jone md ms clinic associ john hopkin univers school of medicin neha sheth pandit pharmd aahivp bcp associ professor univers of maryland school of pharmaci pierre-cedr crouch phd anp-bc acrn director of nurs san francisco aid foundat renata arrington sander md assist professor john hopkin univers school of medicin jenel coleman md mph associ professor john hopkin univers school of medicin michel decker scd mph associ professor john hopkin univers bloomberg school of public health deborah dunn pa-c mba physician assist chase brexton health care jordan white ms desmond tutu fellow of public health and human right john hopkin univers bloomberg school of public health gregori luca md phd professor john hopkin univers school of medicin demetr daskalaki md mph act deputi commission divis of diseas control nyc dept. of health and mental hygien david dowdi md phd associ professor john hopkin univers bloomberg school of public health jessica laricci prep coordin john hopkin univers school of nurs susan tuddenham md mph assist professor john hopkin univers school of medicin joseph cofrancesco md mph facp associ professor of medicin john hopkin univers school of medicin jill crank crnp msn/mph nurs practition evergreen healthcar paul sacamano mph anp-bc acrn prep project lead john hopkin univers school of nurs shima ge bs prep peer navig john hopkin univers school of nurs origin date\t octob 02 2017 renew date\t\t\t\t novemb 30 2019 expir date\t\t\t novemb 30 2021 url https//www.coursera.org/learn/prep/ hardware/softwar comput hardware; internet connection; browser materi none target audienc physician physician assist nurs practition regist nurs pharmacist health educ specialist public health worker social worker case manag prerequisit none format these seminar are endur video present with onlin discuss forum and resources. contact inform offic of the reach initi john hopkin univers school of nurs 888 788-7737 accredit statement cme activ with joint provid thi activ ha been plan and implement in accord with the essenti area and polici of the accredit council for continu medic educ through the joint providership of the center for diseas control and prevent and john hopkin univers school of nursing. the center for diseas control and prevent is accredit by the accme� to provid medic educ for physicians. physician should claim onli the credit commensur with the extent of their particip in the activity. the center for diseas control and prevent design thi endur materi for a maximum of 10.75 ama pra categori 1 credits�. ceu the center for diseas control and prevent is author by iacet to offer 1.1 ceu' for thi program. cech sponsor by the center for diseas control and prevent a design provid of continu educ contact hour cech in health educ by the nation commiss for health educ credenti inc. thi program is design for certifi health educ specialist che and/or master certifi health educ specialist mche to receiv up to 10.5 total categori i continu educ contact hours. maximum advanc level continu educ contact hour avail are 0. cdc provid number 98614. cpe the center for diseas control and prevent is accredit by the accredit council for pharmaci educ as a provid of continu pharmaci education. thi program is a design event for pharmacist to receiv 1.05 ceu in pharmaci education. the univers activ number is 0387-9999-19-191-h01-p. categori thi activ ha been design as knowledge-based. onc credit is claim an unoffici statement of credit is immedi avail on tceonline. offici credit will be upload within 60 day on the nabp/cp monitor. for certifi public health profession cph the center for diseas control and prevent is a pre-approv provid of certifi in public health cph recertif credit and is author to offer 11 cph recertif credit for thi program. disclosur in complianc with continu educ requir all present must disclos ani financi or other associ with the manufactur of commerci product supplier of commerci servic or commerci support as well as ani use of unlabel product or product under investig use. cdc our planner our content expert and their spouses/partn wish to disclos they have no financi interest or other relationship with the manufactur of commerci product supplier of commerci servic or commerci support with the except of dr. jason farley and he wish to disclos that he receiv grant from gilead. plan committe discuss conflict of interest with dr. farley to ensur there is no bias. content will not includ ani discuss of the unlabel use of a product or a product under investig use with the except of dr. arrington sander� discuss of prep for adolesc prep is not approv for adolesc < 18 year old; and dr. tuddenham� discuss of sti screen she will be discuss extra genit screen with naat current recommend by cdc. cdc did not accept commerci support for thi continu educ activity. instruct for obtain continu educ ce in order to receiv continu educ ce for wd2928- prepar prep for provid and patient pleas visit tceo and follow these 9 simpl step befor 11/30/2021 complet the activ complet the evalu at https//tceols.cdc.gov/ pass the posttest at 80% at https//tceols.cdc.gov/ email son-reachinititiative@jhu.edu onc the abov is cpmplete for ce fee no fee are charg for cdc� ce activities.hiv gonorrhea patient medic p-rep prevent sexual health health assess sex post-exposur prophylaxi life-sci patient-car

invest manag in an evolv and volatil world by hec pari and axa invest managersintermediatehav you ever want to invest in financi market but were alway afraid that you didn�t have the proper tool or knowledg to make inform decisions? have you ever wonder how invest manag compani oper and what fund manag do? axa invest manag in partnership with hec pari will introduc you to the most import idea and concept in invest manag to help you better understand your financi future. thi cours will enabl you to �\tdefin what type of investor you are your invest object and potenti constraints. �\tidentifi the main invest asset and import player in financi markets. �\tunderstand basic portfolio manag techniques. �\tappli these techniqu in real case studi from the outset through practic assessments. final we will provid a comprehens overview of today' asset manag industri the product cycl profession and regulations. for those who want to identifi a talent fund manag to invest for you we offer import criteria for select one. for those who are interest in learn more about thi fascin industri we lay the foundat for your ongo financi journey. join us now to explor the world of invest management! cours specialist the cours ha been develop in collabor between hec pari with hugu langloi manag the academ aspect and axa invest manag specialist share their experi and expertis and coordin by marion le morhedec. axa invest manag particip includ maxim alimi stephani condra nichola jean elodi laugel pierre-fran�oi de mont-serrat jean-gabriel pierr axa group doroth� sauloup irina topa-serri fiona southal patric viot coster susanna warner and joachim weitgasser. recommend background we expect most particip to have a basic level of knowledg in mathemat and economics. howev thi is not essenti and we believ that peopl from ani background can succeed with commit and a strong interest. be awar that in the case studi you will have to use excel. cours format thi cours will run for 4 week and consist of 4 modul each with a seri of lectur video between 5 to 8 minut long. each modul contain a set of practic and grade quiz questions. a complet portfolio manag exercis cover concept learn in all modul languag the cours is in english with spanish italian german french and chines simplifi subtitles. the project the prepar of thi mooc ha been an excit adventur for mani profession at axa invest manag and hec both for the speaker and a wealth of contributors. thank you to all of them. we hope you enjoy thi cours as much as we enjoy creat it!invest asset manag invest decis invest manag portfolio optim financi market leadership and manag financ asset market econom busi financ

suppli chain planningconversanthav you ever wonder how compani know how much to produc in advanc so that they do not make too much or too little? match suppli and demand requir planning. thi cours introduc you to the excit area of suppli chain planning. part of a broader special on suppli chain manag you will master differ forecast techniqu essenti for build a sale and oper plan. at the complet of thi cours you will have the tool and techniqu to analyz demand data construct differ forecast techniqu and choos the most suitabl one for project futur demand.demand forecast microsoft excel forecast demand plan suppli chain plan oper manag demand suppli chain chain plan busi business-strategi

the make of the us presid a short histori in five electionsintermediatea donald trump take offic as the forty-fifth presid of the unit state thi cours explor presidenti elect in histor perspect via five case studies. it tell the stori of key campaign in us histori and by do so it investig how polit chang over time�and how understand the past shed light on the current campaign. from the arriv of "dirti politics" to the impact of the "digit revolut " the cours look at the histor background to some of the key phenomena that shape the controversy-laden campaign of 2016. the five elect that we'll investig are among the most signific in american polit history. in 1800 thoma jefferson won the presid in a contest that encourag politician to reform the elector colleg the system by which presid are still chosen. the elect of abraham lincoln in 1860 prompt the outbreak of the civil war. it' an elect that help us to understand the develop of polit parties. in 1968 the vietnam war wa a domin concern for american and yet foreign polici play a secondari role in richard nixon' victory. twelv year later in 1980 ronald reagan won an elect that initi a new era of conservatism. final we'll turn our attent to the elect that took trump' predecessor barack obama to the white hous in 2008. mani saw the obama' success not onli as reveal the impact of the digit revolut on campaign polit but also as signal a turn to progressivism. imag credit cours logo - "former presid truman hold a copi of the famou chicago daili tribun paper declar 'dewey defeat truman'" harri s. truman librari & museum https//www.trumanlibrary.org/photographs/view.php?id=38592. cours banner - "u flag backlit" by joshua nathanson cc by-sa 3.0 https//commons.wikimedia.org/wiki/fileusflagbacklit.jpg.human learn bia elect leadership and manag thought failur there are known known time manag system u interview arts-and-human histori

interact with javascriptintermediateif you want to take your websit to the next level the abil to incorpor interact is a must. but ad some of these type of capabl requir a stronger program languag than html5 or css3 and javascript can provid just what you need. with just a basic understand of the languag you can creat a page that will react to common event such as page load mous click & movement and even keyboard input. thi cours will introduc you to the basic of the javascript language. we will cover concept such as variabl loop function and even a littl bit about debug tools. you will understand how the document object model dom is use by javascript to identifi and modifi specif part of your page. after the cours learner will be abl to react to dom event and dynam alter the content and style of their page. the class will culmin in a final project - the creation of an interact html5 form that accept and verifi input. thi is the third cours in the web design for everybodi specialization. a basic understand of html and css is expect when you enrol in thi class. addit cours focu on enhanc the style with respons design and complet a capston project.docu object model syntax html5 interact javascript syntax comput program web web develop html javascript computer-sci mobile-and-web-develop

grammar and punctuationintermediatecours 1 grammar and punctuat do you need to review english grammar? have you forgotten the grammar you onc studied? if so thi cours is perfect for you. the first cours in thi special is a refresh on some tool need for good writing. it will help prepar you for the other courses. you will need about 10 hour to complet thi first course. write is a skill and to learn a skill well you need to practice. in thi cours you will watch short video lectur and then practic and discuss what you have learned. make sure you take good note and use the peer discuss to ask questions. then you'll be abl to rememb the rule you learn in thi cours when you start write essay in the next course. after complet thi cours you will be abl to - identifi the correct verb tens to use - use comma effect - util sever differ sentenc type - write more effect in english pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.english grammar write languag english languag perfect tens academ write punctuat compound essay write grammar language-learn learning-english

machin learn creat a neural network that predict whether an imag is a car or airplane.beginnerin thi 1-hour long project-bas cours you will learn how to build a neural network model use kera and the mnist data set. by the end of the cours you will have built a model that will recogn the digit of hand written numbers. you will also be expos to one hot encod neural network architectur loss optim and test of the model' performance. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.evalu comput vision analyt kera machin learn euler' totient function io develop data analysi project softwar test data-sci data-analysi

electrodynam electr and magnet fieldsintermediatethi cours is a continu of electrodynam an introduct and electrodynam analysi of electr fields. here we will introduc magnetostat and relat it to the materi we learn previously. in addit we will cover the basic of the electromot forc and how it can be use to build differ devices. learner will �\tbe abl to use solut from electr field and relat them to other subject heat transfer diffus membran model �\tunderstand maxwell' equat in the context of magnetostat �\tbe introduc to energi and quantum mechan relat to magnet forc by relat the concept in thi lectur to other field such as heat/mass diffus and describ their potenti applic we hope to make thi cours applic to our student careers. becaus thi cours cover both basic concept and devic construct we have design it to be use for research and industri profession alike. the approach taken in thi cours complement tradit approach cover a fairli complet treatment of the physic of electr and magnet and add feynman� uniqu and vital approach to grasp a pictur of the physic universe. furthermor thi cours uniqu provid the link between the knowledg of electrodynam and it practic applic to research in materi scienc inform technolog electr engin chemistri chemic engin energi storag energi harvest and other materi relat fields.torqu real analysi quantum mechan geometri lectur chemic engin electr engin theori of rel physic energi physical-science-and-engin electrical-engin

oper manag strategi and qualiti manag for the digit agebeginnerin thi cours you will focu on process improvement. you will learn how to set organiz prioriti for continu process improv how to execut process improv project and how to sustain the initi for continu improvements. upon success complet of thi cours you will be abl to �\tunderstand the role of process improv �\trelat underli principl to framework and techniqu use for process improv �\tsynthes inform to make decis for organiz initi and process improv �\tappli analyt techniqu for tactic decis in a process improv project thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.process improv strategi gener statist leadership and manag process control lean six sigma six sigma process trigonometr integr oper manag busi business-strategi

use surveymonkey to creat a survey and analyz resultsbeginnerin thi project we will walk through the survey make process and explor the mani way that surveymonkey streamlin and simplifi data collection. we will learn how the program is organ and how it oper help you feel comfort and confid enough to creat your own survey to meet your own individu needs. surveymonkey is a cloud base survey softwar which allow it user to creat onlin survey for free. surveymonkey can help move a busi in the right direct by collect the opinion and thought of their employe sharehold custom or ani other invest group of individuals. after creat a survey with surveymonkey you can easili email them to your target audienc or post them on social media. the question templat provid by surveymonkey make creat a profession and thorough survey quick and easy. it user friendli featur and detail option allow amateur and market guru alik to creat the perfect survey to meet their needs. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.numb spreadsheet present market target audienc usabl sharehold softwar opinion organ manag video design busi market

power and sampl size for multilevel and longitudin studi designsbeginnerpow and sampl size for longitudin and multilevel studi design a five-week fulli onlin cours cover innov research-bas power and sampl size method and softwar for multilevel and longitudin studies. the power and sampl size method and softwar taught in thi cours can be use for ani health-rel or more gener social science-rel e.g. educ research application. all exampl in the cours video are from real-world studi on behavior and social scienc employ multilevel and longitudin designs. the cours philosophi is to focu on the conceptu knowledg to conduct power and sampl size methods. the goal of the cours is to teach and dissemin method for accur sampl size choic and ultim the creation of a power/sampl size analysi for a relev research studi in your profession context. power and sampl size select is one of the most import ethic question research face. intervent studi that are too larg expos human volunt research particip to possibl and needless harm from research. intervent studi that are too small will fail to reach their scientif object again bring possibl harm to research particip without the possibl of concomit gain from the increas in knowledge. for observ studi in which there are no possibl harm to the particip such as observ studi proper power ensur good stewardship of both time and money. most nation institut of health nih studi section will onli fund a grant if the grante ha written a compel and accur power and sampl size analysis. the institut of educ scienc i the statist research and evalu arm of the u.s. depart of educ also offer competit grant requir a compel and accur power and sampl size analysi goal 3 efficaci and replic and goal 4 effectiveness/scale-up. at the end of the onlin cours learner will be abl to �\tuse a framework and strategi for studi plan �\twrite studi aim as testabl hypothes �\tdescrib a longitudin and multilevel studi design �\twrite a statist analysi plan �\tplan a sampl design for subgroup e.g. racial and ethnic �\tdemonstr the feasibl of recruit �\tdescrib expect miss data and dropout �\twrite a power and sampl size analysi that is align with the plan statist analysi thi is a five-week intens and interact onlin course. we will use a mix of instruct video softwar demonstr video onlin discuss forum onlin read quizz exercis assign and peer-review assignments. the final cours project is a peer-review research studi you design for futur power or sampl size analysis.mix model unit of observ repeat measur design clinic studi design miss data statist test sampl size determin statist unit statist power longitudin studi data-sci probability-and-statist

basic sentiment analysi with tensorflowadvancedwelcom to thi project-bas cours on basic sentiment analysi with tensorflow. in thi project you will learn the basic of use kera with tensorflow as it backend and you will learn to use it to solv a basic sentiment analysi problem. by the end of thi 2-hour long project you will have creat train and evalu a neural network model that after the train will be abl to predict movi review as either posit or neg review - classifi the sentiment of the review text. note - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.analysi front and back end order pair project tensorflow model statist classif artifici neural network sentiment analysi project mine data-sci machine-learn

creat user directori and file with linux commandsbeginnerpract everyth on a linux oper system is a directori or file. it is import to understand how the file system is structur and how to manipul it from the command line. thi allow for file manag even when no gui tool are present which is common in a server environment. for exampl in an organ it is import for new user to share a common directori and file setup to improv productivity. a system admin can add the new user and creat the directori structur common to all other user in the system. the user can then custom their linux experi by ad their own file and directories. in thi cours you will use linux command to creat directori and file for a new user ad to the system. the result will be a script to add a new user with a common directori structure. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.network secur subdivis surfac math and logic directori structur file system logic gate english languag comput network command-lin interfac creativ write information-technolog support-and-oper

femin and social justicebeginner"femin and social justice" is an adapt of distinguish professor bettina aptheker' long-run cours at uc santa cruz. in the cours professor apthek present a broad definit of femin that serv to frame three signific event in the histori of femin and social justic the empir zinc strike of 1951 the 1971-1972 trial of angela davi and the #metoo movement.discrimin analysi the feminist cultur social justic histori feminist histori rape justic critic think arts-and-human histori

gener chemistri concept develop and applicationnot calibratedthi cours will cover the topic of a full year two semest gener chemistri course. we will use a free on-lin textbook concept develop studi in chemistri avail via rice� connexion project. the fundament concept in the cours will be introduc via the concept develop approach develop at rice university. in thi approach we will develop the concept you need to know from experiment observ and scientif reason rather than simpli tell you the concept and then ask you to simpli memor or appli them. so whi use thi approach? one reason is that most of us are induct learner mean that we like to make specif observ and then gener from there. mani of the most signific concept in chemistri are counter-intuitive. when we see where those concept come from we can more readili accept them explain them and appli them. a second reason is that scientif reason in gener and chemistri reason in particular are induct processes. thi concept develop approach illustr those reason processes. a third reason is that thi is simpli more interesting! the structur and reaction of matter are fascin puzzl to be solv by observ and reasoning. it is more fun intellectu when we can solv those puzzl togeth rather than simpli have the answer to the riddl reveal at the outset. recommend background the class can be taken by someon with no prior experi in chemistry. howev some prior familiar with the basic of chemistri is desir as we will cover some element onli briefly. for exampl a prior high school chemistri class would be helpful. suggest read read will be assign from the on-lin textbook �concept develop studi in chemistry� avail via rice� connexion project. in addit we will suggest read from ani of the standard textbook in gener chemistry. a particularli good free on-lin resourc is dickerson gray and haight "chemic principl 3rd edition". link to these two text will be avail in the introduct module.geometri observ process experi comput chemistri chemic engin chemistri acid energi chemistri experi physical-science-and-engin chemistri

cyber threat intelligenceadvancedthi cours give you the background need to gain cybersecur skill as part of the cybersecur secur analyst profession certif program. you will understand network defens tactic defin network access control and use network monitor tools. you will understand data protect risk and explor mobil endpoint protection. final you will recogn variou scan technolog applic secur vulner and threat intellig platforms. thi cours also give you hand on access to cybersecur tool import to a system analyst. thi cours is intend for anyon who want to gain a basic understand of cybersecur or as the sixth cours in a seri of cours to acquir the skill to work in the cybersecur field as a cybersecur analyst. the complet of thi cours also make you elig to earn the cyber threat intellig ibm digit badge. more inform about the badg can be found https//www.youracclaim.com/org/ibm/badge/cyber-threat-intelligence. in thi cours you will learn to �\tdescrib exampl of network defens tactics. �\tdiscuss data loss prevent and endpoint protect concept and tools. �\texplor a data loss prevent tool and learn how to classifi data in your databas environment. �\tdescrib secur vulner scan technolog and tools. �\trecogn applic secur threat and common vulnerabilities. �\tidentifi the key concept around threat intelligence. �\texplor a siem product and review suspici alert and how to take action.softwar secur scan penetr test secur cross-sit script postur network secur secur inform and event manag packet analyz threat information-technolog secur

palo alto network cybersecur essenti iadvancedpalo alto network cybersecur essenti i cours descript essenti i provid the student with a partial understand of the fundament tenant of cybersecur and cover the gener secur concept involv in maintain a secur network comput environment. student will partial learn the natur and scope of today� cybersecur challeng strategi for network defens as well as detail inform about next-gener cybersecur solutions. student will also deploy a varieti of secur methodolog as well as technolog and concept use for implement a secur network environment. learn object upon complet of thi cours student will be abl to � formul an industry-standard design to protect infrastructur against cybersecur threats. � appli advanc filter methodolog such as user applic and content id to protect against all known and unknown attack vectors. � describ the basic of cryptographi includ synchronous/asynchron encrypt pki and certificates.key manag public-key cryptographi public key infrastructur network manag symmetric-key algorithm secur secur mode secur design network access control encrypt information-technolog secur

spatial data scienc and applicationsintermediatespati map is consid as a core infrastructur of modern it world which is substanti by busi transact of major it compani such as appl googl microsoft amazon intel and uber and even motor compani such as audi bmw and mercedes. consequ they are bound to hire more and more spatial data scientists. base on such busi trend thi cours is design to present a firm understand of spatial data scienc to the learner who would have a basic knowledg of data scienc and data analysi and eventu to make their expertis differenti from other nomin data scientist and data analysts. addit thi cours could make learner realiz the valu of spatial big data and the power of open sourc software' to deal with spatial data scienc problems. thi cours will start with defin spatial data scienc and answer whi spatial is special from three differ perspect - busi technolog and data in the first week. in the second week four disciplin relat to spatial data scienc - gi dbm data analyt and big data system and the relat open sourc software' - qgi postgresql postgi r and hadoop tool are introduc together. dure the third fourth and fifth week you will learn the four disciplin one by one from the principl to applications. in the final week five real world problem and the correspond solut are present with step-by-step procedur in environ of open sourc software's.databas qgi geograph inform system spatial data analysi spatial analysi data analysi spatial databas analysi leadership and manag big data data-sci data-analysi

advanc manufactur process analysisconversantvari is a fact of life in manufactur environ impact product qualiti and yield. through thi cours student will learn whi perform advanc analysi of manufactur process is integr for diagnos and correct oper flaw in order to improv yield and reduc costs. gain insight into the best way to collect prepar and analyz data as well as comput platform that can be leverag to collect and process data over sustain period of time. becom better prepar to particip as a member of an advanc analysi team and share valuabl input on effect implementation. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the fourth cours in the digit manufactur & design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0 and featur a culmin project involv creation of a roadmap to achiev a self-establish dmd-relat profession goal. to learn more about the digit manufactur and design technolog special pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-cabig data manufactur process manag internet of thing cloud comput process process analysi leadership and manag data analysi analysi manufactur process physical-science-and-engin mechanical-engin

data analysi toolsadvancedin thi cours you will develop and test hypothes about your data. you will learn a varieti of statist test as well as strategi to know how to appli the appropri one to your specif data and question. use your choic of two power statist softwar packag sa or python you will explor anova chi-squar and pearson correl analysis. thi cours will guid you through basic statist principl to give you the tool to answer question you have developed. throughout the cours you will share your progress with other to gain valuabl feedback and provid insight to other learner about their work.statist test p-valu data analysi gener statist correl and depend squar algebra analysi of varianc python program analysi statist hypothesi test data-sci data-analysi

core interact programmingbeginnerwelcom to core interact program the first cours in the uniti certifi programm special from uniti technologies. thi cours will help you prepar for the uniti certifi programm exam the profession certif for entri to mid-level uniti programmers. uniti is use to creat real-tim 3d applic for mani industri includ video game automot film train and more. in thi cours you will be challeng to solv realist uniti program problem that are align to topic cover on the exam. throughout the first cours you will build the foundat for a 2d action video game asterax. in do so you will practic mani of the skill cover in the exam includ evalu script need from a project requir document implement the three "c's" of an interact applic charact control camera provid user feedback through basic ui element and appli profession program practic like develop testing. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti programm or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi program interact applic in unity. you should be profici at program in the c# languag and familiar with unity' script apis. you should have experi in the full product develop lifecycl from concept to launch and beyond. and you should understand multi-platform develop includ deploy applic to xr ar and vr platforms.e-n head-up display video game develop augment realiti comput program version control recurs enumer set softwar game design softwar engin computer-sci software-develop

simul viral pandem in pythonbeginnerin thi 1-hour long project-bas cours you will learn basic principl of agent-bas sir model and how one can be implement in python. togeth we will explor basic python implement of sir differenti equat and agent-bas model from scratch. thi will be accomplish use matplotlib and numpy. i encourag learner to experiment. what other variabl can be added? can our variabl be repres better? what limit do we come across? the learner is highli encourag to experi beyond the scope of the course. after you finish the cours you will have the basic knowledg of build a mathemat simul to model the transmiss of a pandem contagion. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.simul pandem experi pandem machin learn euler' totient function differenti equat model experi python program data-sci machine-learn

foundat of public health practic the public health toolkitadvancedth foundat of public health practic the public health toolkit build on public health think introduc in the previou cours and introduc a varieti of core public health approach the toolkit to conceptualis problem conduct analysi and bring forward recommendations. in thi cours we cover health need assess evalu and public health intelligence-approaches.health care public health logic framework approach impact assess recommend system evalu social psycholog need assess reason principl life-sci public-health

movi recommend system use collabor filteringbeginnerwith the amount of avail onlin content ever-increas and all the platform tri to grab your attent by give you person recommend recommend engin are more import than ever. in thi project-bas cours you will creat a recommend system use collabor filter with help of scikit-surpris librari which learn from past user behavior. we will be work with a movi lens dataset and by the end of thi project you will be abl to give uniqu movi recommend for everi user base on their past ratings. thi project is best suit for anyon who is ventur into data scienc and is curiou as to how recommend engin work. thi project will be a great addit to your portfolio to showcas your real-world hands-on experi with recommend system as we would be work with a real-world dataset.project mine project system f recommend system machin learn data scienc clean train evalu collabor data-sci machine-learn

gener design for perform and weight reductionintermediatether are mani consider and factor that play a part in design a new product. cost is usual a big one but sometim there are other factor that are the main contributor to a product' direction. with vehicl specif motorcycl we see advanc engin practic perform on seemingli minor parts. in some instanc make a part as light as possibl can have a big effect on performance. in other case the strength or stiff of a part such as a motor mount is more critic than it mass. gener design allow us the abil to solv for both problem at the same time and make inform design decis without the sacrifice. in thi cours we�ll explor how gener design can be appli to motorcycl part to help reduc mass while also increas performance. you�ll need a paid subscript to fusion 360 to complet the assign in thi course. be sure to review your access or payment option befor enrol https//www.autodesk.com/products/fusion-360 want to take your learn to the next level? complet the autodesk gener design for manufactur special and you�ll unlock an addit autodesk credenti as further recognit of your success! the autodesk credenti come with a digit badg and certif which you can add to your resum and share on social media platform like linkedin facebook and twitter. share your autodesk credenti can signal to hire manag that you�v got the right skill for the job and you�r up on the latest industri trend like gener design. enrol in the special here https//www.coursera.org/specializations/autodesk-generative-design-manufacturingclin studi design order pair iter autodesk mechan engin topolog optim materi continu function gener design geometri physical-science-and-engin mechanical-engin

internet of thing v2 dragonboard� bring up and commun ecosystemadvanceddo you want to develop skill to prototyp embed product use state-of-the-art technologies? in thi cours you will build a hardwar and softwar develop environ to guid your journey through the internet of thing special courses. we will use the dragonboard� 410c singl board comput sbc. thi is the first in a seri of cours where you will learn both the theori and get the hands-on develop practic need to prototyp internet of thing products. thi cours is suitabl for a broad rang of learners. thi cours is for you if - you want to learn how to use learn how to use linux for embed purposes. - you want to pivot your career toward the design and develop of internet of thing enabl product - you are an entrepreneur innov or member of a diy commun learn goal after complet thi cours you will be abl to 1 know where you can find resourc and help in the 96board ecosystem. 2 describ the dragonboard� 410c peripher i/o expans capabl comput cpu and graphic capabl and connect capabilities. 3 understand how to navig and make use of the linux terminal. 4 configur at least one integr develop environ ide for develop software. 5 make use of git and github for version control purposes. 6 creat and build project that interfac with sensor and actuat through gpio and arduino.vers control internet of thing specif technic standard ecosystem ecosystem home directori out of the box featur android develop internet c dynam memori alloc physical-science-and-engin electrical-engin

polic brutal in america teach-outbeginnerth tragic death of georg floyd breonna taylor and ahmaud arberi have spark a wave of renew protest against polic brutal across the unit states. these nationwid upris have transform into an intens interest from the public around understand system racism and abus of power. million of american and peopl around the world are watch incid of polic violenc and excess forc captur on video but are look to learn about the inequ at the root of these incidents. while the call of black live matter protest to #defundthepolic are be heard for the first time by mani american they are part of a longstand effort by commun and activist to reinvest in commun rather than polic and prisons. in thi teach-out you will learn about the histori of polic violenc in america becom awar of law and polici that prevent account understand the demand of protest and gain the knowledg and tool to fight for chang locally.prison death h.e.a.r. prison polic violenc evolut order pair abus of power law social-sci governance-and-societi

citi are back in town urban sociolog for a global urban worldbeginnerurban is reach a new peak in the contemporari world with the rise of mega cities. research tri to make sens of these larg urban area use a varieti of concepts. the class will review debat and present social scienc model of citi to analys and compar contemporari developments. gener overview help center urban is reach a new peak in the contemporari world with the rise of mega cities. research tri to make sens of these larg urban area use a varieti of concepts. the class will review debat and present social scienc model of citi to analys and compar contemporari developments. global european process support the rapid develop of citi in differ part of the world. urban is reach a new high in the contemporari world with the rise of mega citi beyond 15 million inhabit such as calcutta lo angel dhaka cairo tokyo new york shanghai mexico or seoul. beyond the modern metropoli research tri to make sens of these larg urban area use a varieti of concept such as the �postmetropolis� �global cities� and �global city-regions�. the class will review debat and present social scienc model of citi and metropoli to analys and compar contemporari developments. how can do we studi those citi when they becom mega urban region doe size matter and for what? do we see the make of a vast urban world or by contrast beyond the appar converg of complex globalis process understood in relat to globalis capit is it possibl to identifi mask differenti and the strengthen of differ urban worlds? how do we make sens of thi urban world when citi are not independ unit but have to be understood both in term of territori rooted and at the same time in term of relat to take into account flux mobil circul ? what is the relev of social scienc concept develop in the western world to analys the transform of lagos? to what extent may the systemat develop of new form of comparison between northern citi and citi from the south chang social scienc and contribut to overcom the bia toward nation comparison? for the time be given current condit of capit polit econom cultur and social question are increasingli becom urban questions. in the modern concept of the world/globalc characteris by size the aggreg of hous differenti divis of labour and the densiti of interact sever concept of citi exist which have becom entangl and sometim oppos to each other. these differ concept underlin differ process of integr the materi citi of wall squar hous road light util build wast and physic infrastructure; the cultur citi in term of imagin differ represent idea symbol art text sens religion and aesthetics; the polit and polici of the citi in term of domin power govern mobilis public polici welfar education; the social citi of riot ethnic econom and gender inequ everyday life and social movements; and the economi of the citi the divis of labour scale product consumpt trade..... classic urban question about inequ hous govern integr are combin with issu about the urban fabric question of mobil and rooted sustain develop and risk the make of the cyborg citi question of social control and riot urban cultur innov and urban econom development. all video produc by scienc po for thi mooc are under creativ common by / nc / sa recommend background the cours is design for undergradu but it also will interest graduat and profession concern in urban issues. the cours is organ in 8 sequenc and display multimedia content imag video origin documents. there will be also assign that consist in particip to discuss relat to theoret model present in the cours base on case studi of your choic and peer assess on your contributions. syllabu week #1 introduct definit urban question and the use of model week #2 european citi and the weberian model of integr week #3 coloni and post coloni citi week #4 industri citi and socialist citi and marxist model week #5 the american metropoli and the chicago school week #6 post metropoli fragment and differ week #7 global citi and mega citi week #8 smart citi and the sociolog of scienc and technologymetropoli physic experi global fundrais global sustain anthropolog smart citi sociolog urban plan social-sci governance-and-societi

anatomi musculoskelet and integumentari systemsintermediatein thi anatomi cours part of the anatomi special you will learn how the compon of the integumentari system help protect our bodi epidermi dermi hair nail and gland and how the musculoskelet system bone joint and skelet muscl protect and allow the bodi to move. you will engag with fascin video lectur and anatom visual materi illustr and cadaver imag to learn about these properti and functions.biolog elbow dermi anatomi musculoskelet system gland upper limb gland ankl integumentari system life-sci basic-sci

monetari polici in the asia pacificintermediatewatch the introduct video to the cours here https//youtu.be/u7dqzqtifvg the asia-pacif region contain some of world� most dynam economies. economi around the globe reli on credibl monetari polici implement by central bank institutions. monetari polici govern the liquid avail to the payment system that underli trade and finance. smooth adjust of liquid can minim instabl in money and foreign exchang market and keep inflat and growth on a secur footing. the industri giant of china japan and korea; the southeast asian emerg market of indonesia malaysia philippin and thailand; and the intern entrepot at hong kong and singapor each face uniqu challeng in implement liquid policy. thi advanc cours will build a foundat for understand liquid polici implement in the asia-pacif use standard econom models. the cours will discuss the effect of high level discuss of a key element of nation level public polici monetari policy. modern monetari polici connect macroeconom condit and key financi market indicators. it will also analyz the way that central bank goal for macroeconom stabil will determin outcom in interest rate and exchang rates. the rigor theoret foundat should also build analyt skill that might be appli to polici and market analysi in a broad rang of economi and even in the asia-pacif region as policy-mak evolv in the future. the topic cover each week modul 1 - monetari polici implement modul 2 - monetari polici strategi modul 3 - exchang rate and monetari polici after take thi cours and go through the interact activ you will be abl to 1 describ monetari polici instrument central bank use 2 interpret on-go action of central bank 3 appli graphic analysi and calcul basic econom measur use as tool by central bank or analyst 4 analyz the way that central bank goal for macroeconom stabil will determin outcom in interest rate and exchang ratesinterest rate interest forward exchang rate foreign exchang market inflat polici implement interbank lend market monetari polici foreign exchang market econom social-sci econom

creat a python applic use pymongo and mongodb databasebeginnerdata play a crucial role in applic development. it play such a crucial role that there are peopl call databas administr that special in just organ the data. the tradit databas use to be and often still is a relat database. mongodb is more flexibl than a relat databas and as such provid the develop with a databas that can easili be chang dure the develop phase. the increas popular of mongodb combin with the popular of python ha result in a python librari call pymongo which provid an api for commun with mongodb. in thi cours you will creat a python applic use pymongo that creat a mongodb databas contain word and their definitions. you will then retriev data from the collect and display a select word� definition. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.rel databas comput program applic develop euler' totient function mongodb python program project databas display devic applic program interfac computer-sci software-develop

understand and visual data with pythonadvancedin thi cours learner will be introduc to the field of statist includ where data come from studi design data manag and explor and visual data. learner will identifi differ type of data and learn how to visual analyz and interpret summari for both univari and multivari data. learner will also be introduc to the differ between probabl and non-prob sampl from larger popul the idea of how sampl estim vari and how infer can be made about larger popul base on probabl sampling. at the end of each week learner will appli the statist concept they�v learn use python within the cours environment. dure these lab-bas session learner will discov the differ use of python as a tool includ the numpi panda statsmodel matplotlib and seaborn libraries. tutori video are provid to walk learner through the creation of visual and data manag all within python. thi cours util the jupyt notebook environ within coursera.comput program analysi python program statist analysi gener statist numpi data visual python librari probabl data analysi data-sci data-analysi

use covid-19 data to make suppli chain logist decis in spreadsheetsbeginnerth suppli chain plan cours walk learner through the critic first step in suppli chain manag planning. in the cours project scenario your compani suppli person protect equip and ventil to hospit and clinic across the us. you have been ask by your company� execut and state health offici to prepar an analysi of the us by state and region identifi locat of highest need for suppli and ventilators. thi is call a suppli plan. throughout the cours you will walk through build the suppli plan. you'll begin by extract the need data then prepar the data for a suppli plan. you will then creat a pivott to analyz the data. from here you will learn how to creat a set of visual and then add these visual to a present so that you can report on your findings.microsoft excel plan project suppli chain hospit manag present spreadsheet busi data analysi analysi busi business-strategi

creat databas tabl with sqlbeginnerin thi cours you will experi the process of defin creat and manag relat databas tabl use the sql language. tabl are use as the contain for the data in a database. as such the structur or makeup of each tabl in a relat databas is critic sinc it must be design and creat specif to meet the need of the data it will contain. the table� structur indic which piec of data are store in a tabl as well as the type and size of each piec of data. throughout the cours you�ll be expos to guidelin and rule that databas design use to make sure that the tabl will keep the data as safe and accur as possible. you�ll learn to use sql code to incorpor the constraint that help the databas manag enforc those rules. as you work through and complet hands-on task you�ll becom familiar with sqlitestudio the databas manag system use in the course. tabl that are well-design and creat correctli improv data integrity--and make data retriev easier! note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.sql html5 mysql databas manag system databas design relat databas tabl databas accuraci and precis databas data retriev information-technolog data-manag

conjunct connect and adverb clausesadvancedthi is the second cours in the learn english advanc grammar and punctuat specialty. in thi cours you will learn about a lot of differ way to join idea to make more complex and interest sentences. you'll learn about two type of conjunct mani other type of connect and adverb clauses. you'll also learn about how to punctuat all of these express and the type of sentenc they create. all of thi is grammar you must know to have a high fluenci in english. pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.writ english languag edit english grammar languag academ write grammar civil engin punctuat commun language-learn learning-english

manag project risk and changesbeginnerthi cours will help you manag project risk effect by identifi analyz and commun inevit chang to project scope and objectives. you will understand and practic the element need to measur and report on project scope schedul and cost performance. you will be equip with the tool to manag chang in the least disrupt way possibl for your team and other project stakeholders. upon complet thi cours you will be abl to 1. defin compon of a commun manag plan 2. understand the import of commun channel 3. defin the key element need to measur and report on project scope schedul and cost perform 4. identifi project risk event 5. priorit identifi risk 6. develop respons for a high prioriti risk 7. identifi and analyz chang to project scope 8. describ caus and effect of project chang 9. defin the purpos of conduct a lesson learn sessionplan risk manag commun leadership and manag chang control project risk manag risk chang manag project project manag busi leadership-and-manag

intern entertain and sport marketingintermediatethi cours will provid learner with a fundament understand of the characterist and market strategi relat to two key global industri sport and entertainment. the growth in both industri have been fuel by their abil to innov via ccci i.e. cross-countri and cross-industri expansion. there will be a grade quiz that will consist of 10 question dure the first two week togeth worth 50% of the grade and a final quiz that contain 20 question worth 50% of the grade in the third week. peopl who success complet thi cours will obtain the follow outcom 1 you will learn the key characterist of sport marketing. 2 you will learn the key characterist of entertain marketing. 3 you will be abl to appli cross countri growth strategi to your busi in the sport and entertain industry. 4 you will be abl to appli cross industri growth strategi to your busi in the sport and entertain industry�. 5 you will be abl to refer ccci i.e. cross-countri and cross-industri innov best practic via interview with key expert in the sport and entertain industri such as from adida audi and yg entertain home to psi and gangnam style.sport interview strategi market econom c-ross busi market global market innov market viral market busi market

build scalabl java microservic with spring boot and spring cloudbeginner"microservices" describ a softwar design pattern in which an applic is a collect of loos coupl services. these servic are fine-grain and can be individu maintain and scaled. the microservic architectur is ideal for the public cloud with it focu on elast scale with on-demand resources. in thi cours you will learn how to build java applic use spring boot and spring cloud on googl cloud platform. you'll use cloud runtim configur and spring cloud config to manag your application' configuration. you'll send and receiv messag with cloud pub/sub and spring integration. you'll also use cloud sql as a manag relat databas for your java applic and learn how to migrat to cloud spanner which is googl cloud' globally-distribut strongli consist databas service. you'll also learn about trace and debug your spring applic with stackdriver. to succeed in thi cours you should be familiar with the java program languag and build java applic with tool such as maven or gradle. you should also have gener knowledg of googl cloud platform >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<build oper transfer publish subscrib pattern spring framework spring microservic googl cloud platform cloud comput cloud platform boot googl app engin computer-sci software-develop

mechan of materi iii beam bendingadvancedthi cours explor the analysi and design of beam bend problems. prerequisit knowledg you will need to have success complet my earlier cours �mechan of materi i fundament of stress and strain and axial loading� in order to be success in thi cours ------------------------------------------------- the copyright of all content and materi in thi cours are own by either the georgia tech research corpor or dr. wayn whiteman. by particip in the cours or use the content or materi whether in whole or in part you agre that you may download and use ani content and/or materi in thi cours for your own person non-commerci use onli in a manner consist with a student of ani academ course. ani other use of the content and materi includ use by other academ univers or entiti is prohibit without express written permiss of the georgia tech research corporation. interest parti may contact dr. wayn whiteman directli for inform regard the procedur to obtain a non-exclus license.stress civil engin structur analysi materi carpentri mechan engin beam robot bridg engin mecha railroad engin physical-science-and-engin mechanical-engin

lead for equiti divers and inclus in higher educationconversantthi cours is open to profession interest in learn more about leadership in higher educ for a chang demograph or interest in develop their own leadership skills. the veri idea that individu can be taught to lead is not without it skeptics. reason peopl even some scholar in the field point to the import trait skill and attribut that are observ in mani visibl leader and contend that certain qualiti necessari for effect leadership are not easili transmitted. to accept thi premis and conclud that some peopl are born as natur leader and other cannot be expect to lead at all is to make a mistak at the other end of the logic spectrum. we believ that leadership can be taught as long as it is concurr nurtur that most peopl possess a constel of strength around which they can construct their own leadership philosophi and approach and that leadership develop programming�if done well�can be transform for organ and participants. cours level object understand the histor narr of institut as well as institut structur that have creat instanc of inclus and exclus in colleg and universities. describ how transform leadership is enact for divers equiti and inclus in a complex and contest environment. compar legisl govern and public account and expect in relat to contemporari issu in higher education. analyz the strateg divers plan process and document of a select institution. recommend innov and opportun for transform chang at variou level of the ecolog model use the strateg divers plan process as a tool.leadership educ divers train commun pedagogi leadership and manag stock resourc manag leadership develop rethink personal-develop personal-develop

influenc peoplebeginnerthi cours will improv your abil to influenc peopl in situat where you cannot use formal authority. you will learn about effect way to build develop and sustain a power base in your organization. you will also learn influenc tactic that enabl you to be more persuas and influenti in work with your superior peer and even subordinates. in addit you will learn how to build and maintain high-qual relationship to further maxim your inform power and abil to influenc others. importantli you will distinguish between influenc and manipul and learn how to protect yourself from the unwant influenc of others. the influenc strategi you learn in thi cours will make you a more confid and influenti leader present and decision-maker. you will more effect in pitch busi idea to your superior influenc custom and build coalit across stakeholders. thi cours will not onli give you strateg guidanc on how to develop and maintain your network for influenc and power but we will also equip you with specif tactic and strategi that are proven to work for gain power and influenc people.best interest market social skill influenc leadership and manag commun influenc market charisma leadership persuas busi business-essenti

sustain food product through livestock health managementintermediatelearn about the impact of infecti diseas on sustain animal-bas food product by understand the scienc of growth immun and infect and by learn the problem-solv skill need to advanc anim health and food product through optim manag practices. there is a grow global need in agricultur product for a workforc that is capabl of integr knowledg of anim health and product with an understand of consum prefer in the context of econom realiti busi effici and ethic constraint. howev current evid suggest that there is a grow shortag of peopl with the knowledg and problem-solv skill requir to match the rapid advanc be made in anim health scienc and food production. the result of thi shortag are wide-rang and could lead to challeng in food secur and agricultur econom competit in some countries. in thi cours we will explor the effect of infecti diseas on sustain animal-bas food production. the content and learn outcom of thi new cours will be design to be relev across differ food product sector i.e. beef dairi poultri and pigs. while the instructor will provid the particip with a strong scientif base for understand the impact of infecti diseas in animal-bas food product the emphasi of the materi will be on practic problem-solv and will be direct toward equip particip with a platform for develop the skill need to contribut to sustain food production.nutrit anim behavior anim behavior safeti food safeti anim health leadership and manag diseas livestock life-sci animal-health

materi in oral healthintermediateth drive for develop of new and novel oral biomateri ha never been more import with mani peopl use oral biomateri today and see their benefit in restor and improv their oral health for a more enjoy lifestyle. the uniqu properti of biomateri such as titanium ti zirconia zro2 and variou polymer materi have made them materi of choic in oral health dental implant oral and maxillofaci surgeri and even regen medicine. oral biomateri research today is an excit and intens multidisciplinari area that encompass contribut from a wide rang of field from profession dentistri to biolog chemistri physic materi scienc and engineering. materi in oral health is a free 4-week cours open to all interest learners. in the cours you will learn about the special properti and benefit of biomateri includ titanium and titanium alloy zirconia and other alloy ceram and modern composites. you will gain insight of the practic use of these biomateri in differ aspect of dentistri and clinic implications. you will realiz how contemporari dentistri is about unifi synthet materi to live tooth and bone tissues. you will get in touch with the crucial role of digit dentistri and learn about cad/cam technolog in crown fabric 3d print and digit orthodontics. and lastli you will be introduc to procedur and test method use to test signific mechan properti of biomateri in the research laboratory. we cordial invit those of you who wish to make a differ in tomorrow� dental materi and oral health develop to join us in the 4-week journey in materi in oral health. you can get recognit for complet of the cours by obtain a cours certificate. you can refer to detail on https//learner.coursera.help/hc/en-us/articles/208280196dent materi orthodont dentistri restor dentistri 3d print digit dentistri dental technician materi dental cement biomateri life-sci basic-sci

leverag real-tim analyt in slackbeginnerbi the end of thi cours you will access and leverag analyt in slack. leverag analyt in your slack digit work environ will allow you to make data-driven decis foster a feedback cultur and defin tactic that move your work group closer to it goals. you will do thi by gain hands-on experi access slack� intern analyt review extern integr and how they work in concert with them and build an integr to the surveymonkey applic from within slack. you will also have the opportun to set up a free surveymonkey account to begin captur new data from the team in your slack workspace. your hands-on project will includ techniqu that will enabl you to integr ani cloud-based/outsid servic within your slack environ and then leverag it function and resourc to maxim the effect of collabor and your team� product through the practic of make data-driven decisions. for the purpos of thi cours we will use the free-to-us surveymonkey extern integr and set it up from within your slack environment. you will work through thi guid project in the slack app on your rhyme virtual machin where you will use your current slack workspac or set up a sampl workspac under slack� free plan so that you can gain hands-on experi leverag analyt in slack with local and extern integrations. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.workspac leverag financ analyt enabl data-inform decision-mak e-nabl plan account busi analyt euler' totient function busi business-strategi

basic of extracellular vesiclesintermediatethi cours aim to provid the basic knowledg about extracellular vesicl ev a gener term includ exosom microvesicl microparticl ectosom oncosom prostasom and mani others. it cover area such as ev histori nomenclatur biogenesi ev cargo as well as the releas and uptak mechan collect and process prior to isol differ isol method character and quantif techniques. thi cours is divid into five modules. modul 1 is an introduct to the field and will cover the nomenclatur and the histori of evs. modul 2 will focu on the biogenesi releas and uptak mechan of ev as well as the differ ev cargo rna protein lipids. in modul 3 we will focu on the collect and process of cell cultur media and bodi fluid such as blood breast milk cerebrospin fluid and urin prior to isol of evs. modul 4 and 5 will present differ isol method and characterization/quantif techniqu respectively. here differenti ultracentrifug size exclus chromatographi densiti gradient kit base precipit electron microscopi em cryo-tem flow cytometri atomic-forc microscopi and nanoparticl track analysi will be presented. the recommend prerequisit are college-freshman-level biolog and biochemistry. after a complet cours you should be abl to + discuss the nomenclatur and subgroup of extracellular vesicles. + describ the rna protein and lipid content of extracellular vesicles. + describ the basic concept about the most common isol and character techniqu and how these techniqu are use in the ev field. + state the benefit and limit of the most common isol and character techniqu for extracellular vesicles. + explain the consider that are import dure the collect and isol of ev from differ bodi fluid. + describ the releas and uptak mechan of extracellular vesicl all lectur are given in english. each of the five modul will be follow by an exam. all exam will be in the format of multipl choic questions. the cours is organ in collabor between the intern societi for extracellular vesicl isev univers of california irvin usa univers of gothenburg sweden and pohang univers of scienc and technolog south korea.cel cultur bodi fluid nanoparticl biogenesi flow cytometri nanoparticl track analysi sampl prepar lipid nanoparticl protein life-sci basic-sci

creat your first game with pythonbeginnerin thi 2-hour long project-bas cours you will learn the basic of game develop with python use the pygam modules. through hand on practic experi you will go through concept like creat a game loop imag display and transform event handl and write game logic. you will then appli the concept to creat your first game with python and pygame. thi cours is aim at learner who are look to get start with game develop use python and have some prior program experi in the python program language. the ideal learner ha understand of python syntax and comput program concepts. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program comput program euler' totient function video game develop game program display devic while loop c program c++ pygam computer-sci software-develop

inform visual foundationsintermediateth main goal of thi special is to provid the knowledg and practic skill necessari to develop a strong foundat on inform visual and to design and develop advanc applic for visual data analysis. thi cours aim at introduc fundament knowledg for inform visualization. the main goal is to provid the student with the necessari �vocabulary� to describ visual in a way that help them reason about what design are appropri for a given problem. thi modul also give a broad overview of the field of visual introduc it goal method and applications. a learner with some or no previou knowledg in inform visual will get a sens of what visual is what it is for and in how mani differ situat it can be applied; will practic to describ data in a way that is use for visual design; will familiar with fundament chart to talk about the concept of visual encod and decoding.tableau softwar data visual semant graphic model d3.j entri point inform visual graph encod categor information-technolog data-manag

an introduct to global healthbeginnerthi cours will provid you with an overview of the most import health challeng face the world today. you will gain insight into how challeng have chang over time we will discuss the like determin of such chang and examin futur projections. success intern strategi and program promot human health will be highlight and global health govern structur will be map and the role of the key actor explored.diseas sanit global health polici health system mental health climat chang public health reproduct health non-communic diseas life-sci public-health

the holocaust - an introduct (ii) the final solutionbeginnerth holocaust wa an inconceiv histor event which forev rob western cultur of it innocence. as civil human be we fail to understand how event of such horror could have taken place and how an idea so inhumanli warp could have spread like wildfir through an entir contin instig the systemat annihil of million of jews. thi free onlin cours wa produc jointli by tel aviv univers and yad vashem � the world holocaust remembr center. thi cours is the second of the two cours and cover three theme in it three week week 1 the final solut we�ll look at the cultur and mental process that pave the way to the comprehens and systemat mass murder of jew in europ � that is the final solution. as part of thi hard lesson we will discuss the variou characterist of the murder site and death camp and reveal select aspect of the horror that occur in them. week 2 jewish and non-jewish respons to the holocaust we will tri to explor question regard knowledg about the applic of the final solut as well as a varieti of respons and annihil of victim local popul and perpetrators. week 3 the end of the war we will dedic thi lesson to the event that occur in the last year of the holocaust as well as question of memori commemor and futur research. we strongli recommend that you regist for "the holocaust - an introduct i nazi germani ideolog the jew and the world" as well https//www.coursera.org/learn/holocaust-introduction-1/home/welcome. take both part of the cours would enabl you to obtain a fuller and more comprehens knowledg about the holocaust. thi onlin cours is offer in an innov multi-level format compris comprehens lectur by lead research from tel aviv univers and yad vashem. a wealth of voic and viewpoint present by guest lectur numer document photo testimoni and work of art from the time of the holocaust. novel learn experi crowdsourc � involv the learner themselv in the act of collect and shape inform via uniqu excit onlin assignments.histori analysi read process observ health bibl rescu augment assign holocaust kill command arts-and-human histori

introduct to blockchain use and secur cryptocurrenciesadvancedthi is cours 2 in the introduct to blockchain cours series. blockchain technolog is in a period of except growth and the account profess will play a signific role in drive it adoption. be part of the blockchain evolut with thi course. start with a focu on the histori and evolut of blockchain and bitcoin and then on to the characterist of bitcoin you will get a refresh on the fundament of money/curr and learn how bitcoin fit into the global busi landscape. thi cours also demonstr the uniqu characterist of blockchain and bitcoin so account and financ profession will be abl to have meaning and relev convers with intern and extern clients. in addit thi cours introduc sever key concept within the realm of blockchain includ core compon of blockchain technolog the custodi respons and control continuum push vs pull paradigm and privat blockchain vs public blockchain which will significantli impact the way account and auditor perform their job functions.password cryptocurr blockchain password manag authent physic secur multi-factor authent multisignatur secur openfabr allianc information-technolog secur

develop the sir modelintermediatecompartment model is a cornerston of mathemat model of infecti diseas and thi cours will introduc some of the basic concept in build compartment model includ how to interpret and repres rate durat and proportions. you'll learn to place the mathemat to one side and concentr on gain intuit into the behaviour of a simpl epidem and be introduc to further basic concept of infecti diseas epidemiolog such as the basic reproduct number r0 and it implic for infecti diseas dynamics. to express the mathemat underpin of the basic driver that you studi you'll use the simpl sir model which in turn will help you examin differ scenario for reproduct numbers. suscept to infect is the fuel for an infecti diseas so understand the dynam of suscept can offer import insight into epidem dynam as well as prioriti for control.diseas epidemiolog reproduct vaccin mathemat model epidem infect mathemat model of infecti diseas epidem infecti diseas life-sci public-health

archaeoastronomyintermediatearchaeoastronomi is the �scienc of star and stones�. it is an interdisciplinari scienc in between architectur archaeolog and astronomy. it studi the relationship between the ancient monument and the sky in order to gain a better understand of the idea of the architect of the past and of their religi and symbol world. the cours provid the first complet easi introduct to thi fascin discipline. dure the cours mani spectacular ancient site of archaeolog � such as stoneheng in england giza and karnak in egypt chichen itz� in the yucatan macchu picchu in peru and the pantheon in rome � will be visit and the fascin event occur there in special day of the year such as solstic equinox or the day of the foundat of rome will be shown and explained. the cours also provid the necessari background on astronomi with the nake eye and a gener introduct to the role of astronomi in religion and in the manag of power among ancient cultures.art observ astronomi astrolog architectur geolog archeolog histori religion astronomi art histori physical-science-and-engin physics-and-astronomi

financ for everyon debtintermediatein debt we take on one of the most challeng financi question that remain unresolv how much to borrow? we start by demonstr whi use debt ha alway been and continu to be a great temptat particularli when borrow cost are histor low. we identifi condit for select the optim amount of debt for a corpor look to maxim it value. you�ll becom fluent in relat concept like norm and benchmarks. you will explor these and other factor that influenc debt for individu and for public sector organ -includ govern who are the largest consum of debt. like pollut debt creat system risk even for the peopl and organ that don�t creat it. thi cours discuss the imper of limit and reduc debt and the cost to all of us if we don�t. we build on case base learn give you opportun to interpret uncov and acquir financi inform that is often hidden or missing. we also summar import thread from previou cours to give you a deep and cohes understand of when debt work for you and when it becom your worst enemy.govern debt consum debt corpor bond stock debt financi literaci household debt leverag financ person financ financ busi financ

ux design from concept to prototypeintermediategreat design doesn�t come out of nowhere; it is born nurtur and grown--al through a systemat learnabl process. in thi ux cours you will explor the process of take a basic concept ground in user need and develop it into a design that will address those needs. in the cours you will gain hands-on experi with techniqu such as sketch scenario develop storyboard and wirefram that will help you transform your understand of what your user need into a compel user experience. you will then learn how to turn wirefram and interact architectur into interact prototyp that can be test with prospect user and iter refin into a high qualiti design that that is readi for a hand-off to the develop team for implementation. what you�ll learn defin and scope the design problem you will tri to address creat user stori and storyboard to transform inform about user need into design concept produc sketch and conduct brainstorm session to gener mani design idea from which you can construct a high-qual design solut develop interfac wirefram to concret the design and enabl earli user test conduct user test with paper prototyp to get preliminari user feedback on the design concept and interact develop high-fidel mockup that specifi visual design element creat wizard of oz prototyp to effici test complex interact and interact system that are not screen-bas e.g. smart assistantshuman comput interact design effect user experi test design brainstorm interfac user experi design storyboard interact design persona user experi computer-sci design-and-product

paradox of warnot calibratedth paradox of war teach us to understand that war is not onli a normal part of human exist but is arguabl one of the most import factor in make us who we are. through thi cours i hope that you will come to appreci that war is both a natur express of common human emot and interact and a constitut part of how we coher as groups. that is war is paradox an express of our basest anim natur and the exemplar of our most vaunt and valu civil virtues. you will learn some basic militari histori and sociolog in thi cours as a len for the more import purpos of see the broader social theme and issu relat to war. i want you to both learn about war but more importantli use it as way of understand your everyday social world. so for exampl the discuss of war and gender will serv to start you think about how expect of masculin are creat and our discuss of nation will make clear how easi �us-them� dichotomi can be establish and abused. i will suggest some read for you to complement the class and assign some activ through which you will be abl to appli the theoret insight from the cours to your observ of everyday life. at the end of the cours you will start to see war everywher and come to appreci how much it defin our life. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.terror war conquest histori violenc psycholog manipul militari anthropolog scientif manag paradox social-sci governance-and-societi

web design strategi and inform architectureadvancedthi cours is focus on the earli user experi ux challeng of research plan set goal understand the user structur content and develop interact sequences. while the concept cover will translat to mani kind of interact media app digit kiosk game our primari focu will be on design contemporari respons websites. in thi cours you will complet the first half of a larg scale project�develop a comprehens plan for a complex website�bi defin the strategi and scope of the site as well as develop it inform architectur and overal structure. along the way we will also discuss - differ job descript in the web design industri and where ux and ui skill fall within thi spectrum - the differ between nativ app and websit - the differ of agil vs. waterfal approach - user persona and site persona - user test the work and knowledg in thi cours continu in the last cours in the ui/ux design special web design wirefram to prototyp where you will tackle�finally�wirefram visual mockup and clickabl prototypes. thi is the third cours in the ui/ux design special which bring a design-centr approach to user interfac ui and user experi ux design and offer practic skill-bas instruct center around a visual commun perspect rather than on one focus on market or program alone. these cours are ideal for anyon with some experi in graphic or visual design and who would like to build their skill set in ui or ux for app and web design. it would also be ideal for anyon with experi in front- or back-end web develop or human-comput interact and want to sharpen their visual design and analysi skill for ui or ux.us experi web strategi architectur persona user experi inform architectur user research web design site map experi arts-and-human music-and-art

hot topic in crimin justiceintermediateth american crimin justic system is in need of reform. we incarcer too mani people. we pay insuffici attent to scientif advanc that can help separ out the most and least culpabl and dangerous. we grant the polic far too much power to use forc and technolog surveillance. as a way of think about deal with these problem thi cours examin two over-arch issu what should we do with peopl who have commit crime and how should we identifi who they are? on the first issu we will look close at the natur and caus of mass incarcer the death penalti the law and use of prevent detent and risk assess and the role of the insan defens and neurosci in assess respons for crime. on the second issu we will explor the law regul the polic use of forc the grow role of technolog and big data in facilit polic surveil and detect and deterr of crime and the remedi for polic malfeas includ the exclusionari rule and damag actions. the overal goal is to help think individu assess today� crimin justic system and consid way of make it better. after complet thi cours particip should be abl to 1. describ the mass incarcer problem in the unit state and whi it might exist; 2. suggest way of reduc incarceration; 3. critic risk assess instrument and their use in prevent detent schemes; 4. discuss the pro and con of the death penalti the exclusionari rule and the insan defense; 5. analyz the relev of neurolog evid in a crimin case; 6. identifi some of the reason innoc peopl are wrongli convicted; 7. elabor on the role race play at sentenc and in polic use of forc stop and frisk and consent search and 8. list the type of surveil technolog avail to polic and the constitut principl that govern their use.crimin justic polic forens psycholog justic psycholog behavior death crime law serial killer social-sci law

access land page solut in xdbeginnerin thi cours we will look at practic way to optim a market site for ada complianc in xd. our lesson will involv learn xd tool and an introduct to access principles.project respons web design pixel interact web pollut comput graphic web design machin learn flow network computer-sci design-and-product

moral foundat of politicsbeginnerwhen do govern deserv our allegi and when should they be deni it? thi cours explor the main answer that have been given to thi question in the modern west. we start with a survey of the major polit theori of the enlighten utilitarian marxism and the social contract tradition. in each case we begin with a look at classic formul locat them in histor context but then shift to the contemporari debat as they relat to polit today. next we turn to the reject of enlighten polit think again explor both classic and contemporari formulations. the last part of the cours deal with the natur of and justif for democrat polit and their relat to enlighten and anti-enlighten polit thinking. in addit to explor theoret differ among the variou author discuss consider attent is devot to the practic implic of their compet arguments. to thi end we discuss a varieti of concret problem includ debat about econom inequ affirm action and the distribut of health care the limit of state power in the regul of speech and religion and difficulti rais by the emerg threat of global environment decay.soci justic thought analysi histori critic think deliber philosophi power polit justic polit scienc social-sci governance-and-societi

big data analysi hive spark sql datafram and graphframesadvancedno doubt work with huge data volum is hard but to move a mountain you have to deal with a lot of small stones. but whi strain yourself? use mapreduc and spark you tackl the issu partial thu leav some space for high-level tools. stop struggl to make your big data workflow product and effici make use of the tool we are offer you. thi cours will teach you how to - warehous your data effici use hive spark sql and spark datafframes. - work with larg graph such as social graph or networks. - optim your spark applic for maximum performance. precis you will master your knowledg in - write and execut hive & spark sql queries; - reason how the queri are translat into actual execut primit be it mapreduc job or spark transformations; - organ your data in hive to optim disk space usag and execut times; - construct spark datafram and use them to write ad-hoc analyt job easily; - process larg graph with spark graphframes; - debug profil and optim spark applic performance. still in doubt? check thi out. becom a data ninja by take thi course! special thank to - prof. mikhail roytberg apt dept. mipt who wa the initi review of the project the supervisor and mentor of half of the bigdata team. he wa the one who help to get thi show on the road. - oleg sukhoroslov phd senior research at iitp ra who ha been teach mapreduc hadoop and friend sinc 2008. now he is lead the infrastructur team. - oleg ivchenko phd student apt dept. mipt pavel akhtyamov msc. student at apt dept. mipt and vladimir kuznetsov assist at p.g. demidov yaroslavl state univers superbrain who have develop and now maintain the infrastructur use for practic assign in thi course. - asya roitberg eugen baulin marina sudarikova. these peopl never sleep to babysit thi cours day and night to make your learn experi product smooth and exciting.apach spark sql adjac list apach hadoop window function apach python program hive apach hive big data data-sci data-analysi

success presentationintermediatefew kind of commun can have the effect of a power presentation. even a short speech can motiv peopl to chang long-held belief or to take action and a wonder deliv speech can transform a normal person into a leader. in thi cours prof. william kuskin provid a seri of pragmat video and exercis for success public speak and presentations. the cours develop through four themes�mast fear develop a creativ formula use verbal and bodi languag and anticip the room�so that you can discov your person power as a speaker and give excel presentations. success present do not reli on perfect teeth a deep voic or an armi of scriptwriters. they depend larg on the same skill as success busi write and graphic design clariti structur and revision. the goal of the cours therefor is to enabl you to discov your own intern power as a speaker and express it to the world. after thi cours with some practic you will be abl to go into ani situat and command the room for as long as you like.cr present write commun self-confid busi write busi present speech public speak confid busi business-essenti

english for teach purposesbeginnerthink about teach your univers subject in english but it� not the languag you normal use? then english for teach purpos is the cours for you. a cours on english and teach methodolog that aim to help univers lectur do their teach in english in line with univers internationalis policies. the cours structur is the same for all learner and there are opportun for them to link up with colleagu from univers all over the world who share the same disciplin and discours commun to ask question and exchang ideas. thi mooc target lectur who wish to begin use english in their teaching. a priori thi mean univers lectur from countri where english is not the l1 or a widely-us languag romanc language-speak countri for exampl though in fact the cours is open to teacher from all educ stage who want to teach through english follow the principl of emi english medium instruction. on complet the cours you should be abl to do the following. a teach a univers subject in english have gain the necessari confid and skills. b integr all aspect of clil methodolog pedagog strateg attitudin motiv linguist sociolinguist and pragmat to put togeth their own english-medium cours on their particular subject. c describ the characterist of the univers lectur discours genr plan agent channel phase dynam and current flexibl of the genre. d understand and perform the basic linguist macro-funct within english teach discourse. e understand and perform use the appropri linguist expon vocabulari structur and phraseolog the main micro-funct in english teach discours metalinguist inform evalu induct and social. f consolid their oral express and interact skill and their grammar and vocabulari at english level c1 and c2 as defin by the council of europe. english for teach purpos is a cours provid by the languag servic at the universitat aut�noma de barcelona uab.certainti public lectur teach languag sociolinguist process english grammar opinion linguist english languag language-learn learning-english

geospati analysi projectadvancedin thi project-bas cours you will design and execut a complet gis-bas analysi � from identifi a concept question or issu you wish to develop all the way to final data product and map that you can add to your portfolio. your complet project will demonstr your masteri of the content in the gi special and is broken up into four phase mileston 1 project propos - conceptu and design your project in the abstract and write a short propos that includ the project descript expect data need timelin and how you expect to complet it. mileston 2 workflow design - develop the analysi workflow for your project which will typic involv creat at least one core algorithm for process your data. the model need not be complex or complic but it should allow you to analyz spatial data for a new output or to creat a new analyt map of some type. mileston 3 data analysi � obtain and preprocess data run it through your model or other workflow in order to get your rough data product and begin creat your final map product and/or analysis. mileston 4 web and print map creation � complet your project by submit usabl and attract map and your data and algorithm for peer review and feedback.geograph inform system remot sens analysi geospati analysi geoprocess map spatial analysi arcgi cartographi data analysi data-sci data-analysi

lesson | small talk & convers vocabularynot calibratedthi lesson is part of a full cours speak english profession in person onlin & on the phone. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. in thi lesson you will review profession convers vocabulary.human voic grammar autodesk revit architectur english grammar smalltalk languag learn chines languag learn how to learn autodesk english languag language-learn learning-english

sql for data scienceconversanta data collect ha increas exponenti so ha the need for peopl skill at use and interact with data; to be abl to think critic and provid insight to make better decis and optim their businesses. thi is a data scientist �part mathematician part comput scientist and part trend spotter� sa institut inc.. accord to glassdoor be a data scientist is the best job in america; with a median base salari of $110 000 and thousand of job open at a time. the skill necessari to be a good data scientist includ be abl to retriev and work with data and to do that you need to be well vers in sql the standard languag for commun with databas systems. thi cours is design to give you a primer in the fundament of sql and work with data so that you can begin analyz it for data scienc purposes. you will begin to ask the right question and come up with good answer to deliv valuabl insight for your organization. thi cours start with the basic and assum you do not have ani knowledg or skill in sql. it will build on that foundat and gradual have you write both simpl and complex queri to help you select data from tables. you'll start to work with differ type of data like string and number and discuss method to filter and pare down your results. you will creat new tabl and be abl to move data into them. you will learn common oper and how to combin the data. you will use case statement and concept like data govern and profiling. you will discuss topic on data and practic use real-world program assignments. you will interpret the structur mean and relationship in sourc data and use sql as a profession to shape your data for target analysi purposes. although we do not have ani specif prerequisit or softwar requir to take thi cours a simpl text editor is recommend for the final project. so what are you wait for? thi is your first step in land a job in the best occup in the us and soon the world!model databas data retriev analysi data analysi sql mysql data model sqlite join sql data-sci data-analysi

displaysadvancedthi cours can also be taken for academ credit as ecea 5607 part of cu boulder� master of scienc in electr engin degree. display cours introduct the cours will dive deep into electron display devic includ liquid crystal electroluminesc plasma organ light emit diod and electrowet base displays. you'll learn about variou design principl afford and liabil and also a varieti of applic in the real world of profession optics. cours learn outcom at the end of thi cours you will be abl to� 1 select a display technolog for a given applic lidar imag microscopi etc. 2 design a system around the limit of a given display technolog ie. address 3 design a system that maxim contractdisplay devic optic algorithm high-resolut scheme materi comput monitor homework ole electron electr engin liquid crystal display physical-science-and-engin electrical-engin

initi and plan projectsbeginnerth cours in the introduct to project manag principl and practic special are a recommend precursor to uci' appli project manag certificate. success project requir care upfront planning. in thi cours you�ll learn the key role and respons of the project manag and project team. you�ll also learn to answer some key question upfront to help you meet project object what will thi project accomplish? whi is thi project important? who benefit from thi project? how will we plan for success outcomes? upon complet thi cours you will be abl to 1. identifi the key characterist of a project 2. identifi primari project constraint 3. defin the role and respons of the project manag 4. identifi project organiz structur 5. understand the definit of a project stakehold 6. identifi project stakehold 7. identifi inform need of the project stakehold 8. defin respons for manag stakehold and control stakehold engag 9. defin the purpos of use a project charter 10. summar the key element of a project plan 11. identifi common sourc of conflict within a project environ 12. describ the differ between author and influencescop project manag project plan plan leadership and manag project project charter conflict resolut project plan commun project manag busi leadership-and-manag

luther and the westnot calibratedin thi cours we will discuss the histori of some idea that have been huge influenti in the modern west and that were taken out to the rest of the world. the discuss center on an extraordinari and histor import figur a sixteenth centuri german man name martin luther. luther is recogn today as the origin of mani of the most signific idea that continu to affect and shape who we as modern peopl are and how we see the world and ourselv for better and for worse. in the first section we will explor whi luther thought the bibl wa the most import volum for everyon to have and read. includ here will be a care consider of luther' anti-juda which contribut to western antisemit and some of the greatest horror of the twentieth century. in the second section we will talk about the idea of freedom and how luther' understand of freedom in christ affect the way modern thinker understood what it mean to be human in community. import in thi section is the consequenti contradict between freedom and slaveri in western thought and their co-exist in western societies. the third section will be all about the mani complic relat between religion and politics. note student wish to sign up for free access to all instruct cours content should click on the "sign-in" button in the upper right hand corner. those who wish to take the cours and complet a certif that requir payment pleas click the enrol button on the left side of thi page.evalu bibl sex sign music histori of idea analysi icm registri art religion arts-and-human philosophi

digit transformationsintermediateinform technolog it is fast chang the world around us. thi cours will provid you an understand of it-en chang in the busi environ and how insight execut leverag it to creat valu and win competit battles. the cours is divid into three part � the first part of the cours focus on the industri impact of technolog innovation. here we will explor competit and busi model in the high-tech industri use exampl of compani like googl appl and facebook. we will also explor competit dynam of industri that consum signific technolog with emphasi on how technolog ha disrupt industri such as music media and education. the second part of the cours focus on how it transform cost structur of firm by help them build inform capabl that significantli increas valu chain efficiency. the final part of the cours will focu on the impact of it on innov and decision-mak within firm that ultim impact revenu growth.digit strategi model enterpris system innov cost of oper open innov strategi leadership and manag technolog manag busi technolog manag busi business-strategi

siames network with triplet loss in kerasadvancedin thi 2-hour long project-bas cours you will learn how to implement a triplet loss function creat a siames network and train the network with the triplet loss function. with thi train process the network will learn to produc embed of differ class from a given dataset in a way that embed of exampl from differ class will start to move away from each other in the vector space. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should be familiar with python kera neural networks. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.fil shortcut loss function chi-squar distribut euler' totient function kera vector space one-shot learn machin learn train tensorflow data-sci machine-learn

g suit securitybeginnerg suit secur is the third cours in the g suit administr series. in thi cours you will focu on the variou aspect of g suit secur includ user password polici and how to enabl and enforc two step verif 2sv for your users. you will learn about applic secur and understand how to whitelist and block api access to your account. you will see how g suit can easili be integr with a number of predefin 3rd parti applications. you will also becom familiar with the sso option in g suite. final you will understand how to spot potenti secur risk within your organ and learn how to address them use the tool avail in the admin console. learn object by the end of thi cours particip will be abl to - configur google' default user protect set such as password polici and recoveri options. - understand best practic for implement and enforc 2-step verif in your organization. - understand the sso option avail and be abl to identifi the differ between use googl as an ident provid versu a 3rd parti provider. - be abl to integr cloud base enterpris saml applic into your g suit account use googl as the ident provider. - understand how to integr your own ldap compliant applic into g suit use the secur ldap service. - restrict access to a googl servic to trust applic onli to prevent malici attack on that service. - manag the g suit marketplac for your organ to ensur onli trust applic can be instal on your devices. - use the secur and alert center to identifi triag and take action on secur and privaci issu in your organization. prerequisit you should have complet the introduct to g suit and manag g suit courses.password user comput softwar secur secur rel chang and differ cloud comput digit signatur multi-factor authent javascript syntax singl sign-on computer-sci computer-security-and-network

practic machin learn on h2oadvancedin thi cours we will learn all the core techniqu need to make effect use of h2o. even if you have no prior experi of machin learn even if your math is weak by the end of thi cours you will be abl to make machin learn model use a varieti of algorithms. we will be use linear model random forest gbm and of cours deep learn as well as some unsupervis learn algorithms. you will also be abl to evalu your model and choos the best model to suit not just your data but the other busi restraint you may be under.deep learn regress model earli stop machin learn order pair random forest decis tree anomali detect autoencod data-sci machine-learn

career brand develop and self-coachingintermediatein thi cours you will engag in develop and strengthen the function compon of your career brand. act as �your own chief execut officer� p. drucker you will learn how to use strateg manag model and techniqu for enhanc your skill portfolio. you will learn how to increas your human capit by develop and document high-demand market skills. after complet thi cours you will be abl to - implement busi strategi and model and tool such as benchmark and swot analysi for identifi and analyz your competit strength and address compet gap in a skill-bas competit job select context; - understand evidence-bas data-driven skill assess methodolog and techniques; - select appropri assess tool and appli them for a thorough accur evidence-bas and data driven self-assess of your transfer skills; - creat your critic compet profil "the self-assess grid for evalu or sage" and use it as an effect instrument for an object 360 degre self-assess of your competit strength and compet gaps; - creat and use an effect instrument for organ direct and monitor your skill-build activ �the skill-build dashboard or skill-builder�; - develop an effect tool �the t-portfolio� for gather and organ sampl of standard best practic assess instrument and techniqu in your chosen field; - effect organ your self-manag inform system to systemat collect and analyz job-rel data evalu and assess requir compet and skill develop and implement plan for self-improv and monitor your progress; - develop and implement a realist perform metric for your career develop activ "your present job market value"; - engag in self-coach to support activ self-development.model leadership and manag benchmark career brand brand manag evalu self-assess organ manag career develop personal-develop personal-develop

understand and manag the stress of polic workintermediatepol ha alway been psycholog challenging. on ani given shift polic offic may encount a rang of psycholog challeng includ domest violenc interact with peopl experienc mental health issu violent crime even attend the aftermath of horribl accidents. the long exhaust shift can also result in stress person interact within one� person life. the presenc of covid and polit issu relat to instanc of over-pol have increas these stress even more. thi cours ha two goals. first we want to inform offic how their stress system work and whi they sometim feel as they do. with thi as a foundat we then describ some strategi offic can use to manag thi system give themselv much need break from the stress respons and overal empow them with a greater sens of control over how their bodi react to stress.anxieti thought depend and independ variabl arm stress process famili polic activ listen psycholog life-sci psycholog

nativ advertisingadvancedn advertis is a nich form of advertis that leverag the design and format of news and entertain content. nativ advertis is less about sell product and more about produc use content for consum who are in the �consideration� phase of the advertis purchas funnel. often in the form of news-lik stori nativ advertis ha been shown to persuad consumers. nativ advertis is afford and doesn�t requir graphic design to get started. for these reason it� a compel advertis techniqu for small businesses. thi cours outlin a case studi where a small travel startup use nativ advertis to drive hotel sales. execut strategi for a success no-cr nativ campaign are laid out includ gather exist news coverag ethic content seed and content generation.hotel advertis campaign advertis digit advertis copywrit audienc digit market pay per click market nativ advertis busi market

the ai ladder a framework for deploy ai in your enterprisebeginnerthi cours is intend for busi and technic profession involv in strateg decision-mak focus on bring ai into their enterprises. through the use of a conceptu model call �the ai ladder� particip in thi cours will learn the requir term and concept associ with success develop and deploy ai solut in their enterprises. after complet thi cours you will be abl to explain and describ each of the step requir to ensur success when you build and deploy ai solut in your busi enterprise.at-wil employ inform architectur busi solut leadership machin learn project thought evalu leverag financ ladder busi leadership-and-manag

agricultur econom and natureintermediatesound econom think is crucial for farmer becaus they depend on good econom decis make to survive. govern depend on econom inform to make good polici decis on behalf of the community. thi cours will help you to contribut to better decis make by farmer or by agenc servic agricultur and it will help you to understand whi farmer respond to polici and econom opportun in the way they do. you can use thi cours to improv your skill and knowledg and to assess whether thi is a subject that you'd like to studi further. the cours includ high-qual video lectur interview with expert demonstr of how to build econom model in spreadsheet practic quizz and a rang of recommend read and option readings. assess is by quizz and a final exam. the key econom principl that we�ll learn about can help us understand chang that have occur in agricultur and support improv decis make about thing like agricultur product method agricultur input level resourc conserv and the balanc between agricultur product and it environment impacts. there are liter thousand of agricultur economist around the world who work on these issu so there is a wealth of knowledg to draw on for the course. watch a brief video about our cours here https//youtu.be/y8ogswuxx48agricultur product herbicid econom farm herbicid pollut resourc conserv agricultur pesticid climat polici social-sci econom

simul analysi for mechan engin with autodesk fusion 360beginnerth foundat of engin design is often coupl with validation. simul is a great tool that allow engin to test valid and modifi design befor they becom a physic prototype. when use earli in the process for simul driven design and throughout the develop process simul can help drive the design make inform design decis speed up time to product and most importantli identifi and elimin costli design mistakes. like ani other tool though it must be use properli to yield the best results. in thi cours we�ll explor the usag static stress simul shape optim thermal and other mechan simul type to better understand how we can appli these tool to everyday design problems. after take thi cours you'll be abl to - describ the simul workflow in fusion 360. - summar the use case for variou type of simul studies. - demonstr knowledg and skill in more advanc fusion 360 cad and cae skills. - explain and identifi simul resultsstress autodesk mechan design catia computer-aid design analysi simul shape optim mathemat optim mechan engin physical-science-and-engin mechanical-engin

camera controlintermediatewelcom to cours two of photographi basic and beyond from smartphon to dslr! now that you have a broad understand of the variou type of camera the import of set up menu and function to gain control in your photographi and the differ between auto and program exposur mode you are readi to move into even greater camera control! in these 4 modul we will concentr on gain the knowledg necessari to make use of exposur mode light meter effect of variou iso set len option use shutter speed to convey aspect of time in both documentari and creativ way and explor the control focu effect that depth of field principl make possible. you will also continu to make new photograph and if you are a subscrib to the special continu interact with your fellow learner as you share photograph for peer review. you will also confirm your knowledg through complet of quizz and written responses. let' get start with modul one!iso imag creativ digit single-len reflex camera digit photographi film camera oper photographi focal hp-41 oper manag adob photoshop arts-and-human music-and-art

engin maintain android appsadvancedengin maintain android app which is a 4 week mooc that show by exampl variou method for engin maintain android app includ test-driven develop method and how to develop/run unit test use junit and robotium or equival autom test framework for android as well as how to success appli common java/android softwar pattern to improv the extens and clariti of android apps. student will work on the appropri autom unit quizz base on the materi cover in the lectur videos. these lesson will demonstr the benefit of good softwar engin practic that are target at creat maintain code for mobil apps. there will be roughli 3-4 hour of student engag time per week includ video lectur and quizzes. the order of the modul within the cours is design to be flexible. in particular student can watch the video in whatev order suit their experi and need e.g. they may want to watch the unit test video prior to the softwar pattern video if they prefer to learn about unit test first.android develop softwar applic design android studio unit test secur integr test softwar engin vulner comput softwar test computer-sci mobile-and-web-develop

new ventur financ startup fund for entrepreneursbeginnerthi cours is for aspir or activ entrepreneur who want to understand how to secur fund for their company. thi cours will demystifi key financ concept to give entrepreneur and aspir entrepreneur a guid to secur funding. examin the mani financ option avail to get your new ventur funded. learn the basic of financ valuat dilut and non-dilut fund sources. understand capit structur for new ventur term sheet and how to negoti them and the differ between early-stag versu later-stag financing. develop an understand of how to develop win investor pitch who and when to pitch how to avoid common mistak that limit the effect of the pitch and how to �get to the close�. key question answer within the cours includ * when to rais outsid capital? * what kind of investor invest by stage and where to find them? * what are your fundrais options? * what are the key compon of the term sheet? * how to perform compani valuations? * how to pitch to investors? * what techniqu help the entrepreneur �get to the close�? with thi cours student experi a sampl of the idea and techniqu explor in the univers of maryland' master' degre in technolog entrepreneurship an innov 100% onlin program. learn more at http//mte.umd.edu/landing.fin busi plan convert bond common stock ventur capit entrepreneurship ventur capit financ invest angel investor sale present busi entrepreneurship

data analyt foundat for account iiadvancedwelcom to data analyt foundat for account ii! i'm excit to have you in the class and look forward to your contribut to the learn community. to begin i recommend take a few minut to explor the cours site. review the materi we�ll cover each week and preview the assign you�ll need to complet to pass the course. click discuss to see forum where you can discuss the cours materi with fellow student take the class. if you have question about cours content pleas post them in the forum to get help from other in the cours community. for technic problem with the coursera platform visit the learner help center. good luck as you get start and i hope you enjoy the course!account dbscan algorithm data cluster algorithm statist classif support vector machin dimension reduct test set gaussian process regress data-sci data-analysi

introduct to user experi designbeginnerth focu of thi cours is to introduc the learner to user experi ux design user experi design is design that is user centered. the goal is to design artifact that allow the user to meet their need in the most effect effici and satisfi manner. the cours introduc the novic to a cycl of discoveri and evalu and a set of techniqu that meet the user' needs. thi cours is gear toward the novice. it is for learner that have heard about "user experience" or "user interface" design but don't realli know much about these disciplines. the cours mantra is that �design is a systemat and data driven process.� design is systemat becaus it is base on a set of techniqu and also on a cycl of discovery. in thi cours the learner is introduc to the four step user interfac design cycle. along the way learner are expos to a set of techniqu to gather inform about a what the user need bhow to design and model interfac base on these and then how to evalu the design to ascertain that the user' goal are met. these techniqu are tool that are use in a standard manner and give us the data we use in our design. thi mean that anyon regardless of their current train that is will to learn these techniqu and follow the propos cycl can be a ux designer!us interfac experi design user research evalu usabl user experi user experi design experi paper prototyp user interfac design computer-sci design-and-product

build a flywheel infograph with inkscapeadvancedbi the end of thi project you will build a flywheel infograph in inkscape�a free open-sourc graphic program. you�ll build complex shape that can be expand and resiz without lose imag qualiti make them a reliabl foundat for present imag and websites. you will practic work with vector graphic includ path edit and you will feel comfort use inkscap use align command to accur and easili posit shape and ad color and stroke to creat eye-catch images. to build these skill you�ll build a custom infograph from scratch then add stroke color a drop shadow and some shape adjust to give it depth. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.graph softwar c dynam memori alloc workspac imag qualiti inkscap comput graphic stroke euler' totient function infograph path variabl computer-sci design-and-product

polit govern and public polici in russiaintermediateth cours is design to studi the featur of the polit structur of modern russia. it contain both gener inform on the institut procedur and valu compon of the polit system and public polici in russia as well as a descript of the problem contradict and prospect for the polit develop of the country. the cours contain three main modul 1 the polit system and regim in russia state institut polit parti civil society; 2 the public polici process in russia the mechan for elabor adopt and implement polici and decisions; 3 direct and problem of econom and social polici in russia develop base on stabilization. the cours is aim at those listen who want to gain systemat knowledg of polit in russia as well as those who are focus on studi russia' polit develop in complex and uncertain contexts. studi the cours student can choos the level of the cours gener or in-depth focus on video materi inform discuss forum evalu and interact commun with teachers. the advanc level of the cours develop assum the activ particip of student in discuss forum and project assignments. the overal mission of the cours is to develop students' object polit knowledg about russia and their abil to make critic scientif analysi and assessment.feder reserv system public polici develop constitut polici implement public servic civil societi project polit scienc econom russian social-sci governance-and-societi

panda python librari for beginn in data sciencebeginnernot 1 as a beginn you are not yet readi to work with real world data. so real world data is not use in thi project. note2 if you are alreadi familiar with panda and want to work with real world data check out the intermedi cours here https//www.coursera.org/projects/intermediate-pandas-python-library-data-sci note 3 panda is not use for development. it wa design pure for data manipulation. so you will not build anyth dure the cours of thi project. note 4 the video content is meant to be within an hour as per coursera' guidlines. it is meant to demonstr coding. the theori is cover in detail in the read modul titl "project summary"provid after the video content. note 5 make sure you read the "project summary" befor attempt the final quiz. thi guid project is for colleg student or those who have not heard of panda befor and want to learn about the syntax in panda one of the most import python librari for data analysis. by the end of thi project you will master the basic of pandas. you will be abl to gain insight into the data clean it and do basic preprocess to get the most valu out of your data. special featur 1 thi project provid plenti of challeng with solut to encourag you to practic use pandas. 2 librari are automat import each time you begin a new session. just open the project and start learning! 3 the real world applic of each function is explained. 4 after you complet thi project you get a jupyt notebook of all the work you cover includ gifs. it act as a use learn tool that you can refer to at ani time in the future. 5 best practic and tip are provid to ensur that you learn how to use panda efficiently. 6 anim gif are use to aid in the learn process. 7 import terminolog and definit are explained. 8 simpl languag is use throughout the project so that you can focu on coding. eg quantit data is refer to simpli as numer data. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.fram averag panda data scienc data file oper manag python librari python program project mine project data-sci data-analysi

applic in engin mechanicsbeginnerthi cours appli principl learn in my cours �introduct to engin mechanics� to analyz real world engin structures. you will need to have master the engin fundament from that class in order to be success in thi cours offering. thi cours address the model and analysi of static equilibrium problem with an emphasi on real world engin system and problem solving. --------------------------- recommend background you will need to have success complet my earlier cours �introduct to engin mechanics� in order to be success in thi course. --------------------------- the copyright of all content and materi in thi cours are own by either the georgia tech research corpor or dr. wayn whiteman. by particip in the cours or use the content or materi whether in whole or in part you agre that you may download and use ani content and/or materi in thi cours for your own person non-commerci use onli in a manner consist with a student of ani academ course. ani other use of the content and materi includ use by other academ univers or entiti is prohibit without express written permiss of the georgia tech research corporation. interest parti may contact dr. wayn whiteman directli for inform regard the procedur to obtain a non-exclus license.sap erp c process control mechan engin cabl weld structur analysi mechan design beam robot civil engin short time physical-science-and-engin mechanical-engin

theatr and globalizationbeginnerlearn how theatr and global have affect each other over the past centuri and how to conduct your own research on global theatr histories.methodolog drama languag art histori cultur histori continu function global music dissemin arts-and-human music-and-art

econom of transit and emerg marketsadvancedth cours analyz challeng face by transit and emerging-market economi i.e. those middle- and low-incom countri which have conduct market-ori econom reform and becom integr into the global economi sinc 1990s. it start from a brief histori of communist econom system base on central plan in the former soviet union and central and eastern europ it evolut and collaps at the end of 1980s/ earli 1990 and subsequ transit to a market system in 1990 and 2000s. then it analyz experi of market reform in china india other asian countri middl east and north africa sub-saharan africa and latin america at the same period. final it discuss the problem of contemporari global economi and global and region econom govern with the special focu given to emerging-market economi and their role. by the end of the cours you will be abl to analys emerging-market economi and economi in transit take into account their crucial characterist and histor experience. particip in the cours doe not requir ani precondit howev basic econom knowledg would be an advantage. in order to pass success thi cours you must score not less than 80% for each of six after modul quizz and complet the peer-assess essay at the end of the course. do you have technic problems? write to us coursera@hse.rufinanci crisi econom develop market econom global financi crisi global financi system crisi emerg market econom economi plan social-sci econom

health for all through primari health careintermediatethi cours explor whi primari health care is central for achiev health for all. it provid exampl of how primari health care ha been instrument in approach thi goal in select popul and how the principl of primari health care can guid futur polici and actions. two of the most inspir least understood and most often derid term in global health discours are �health for all� and �primari health care.� in thi cours we will explor these term in the context of global health their origin and mean the principl upon which they rest and exampl of how these principl have been implement at both small and larg scale. we will also explor some ultra-low-cost approach to health for all through primari health care and the promis that primari health care hold for eventu achiev health for all. each modul of thi cours consist of approxim one hour or lectur approxim one hour of addit read or video present and two addit hour devot to studi for each of the quizz write and evalu two short peer-review assign and particip in the discuss forums. develop in collabor with john hopkin open educ lab.health for all be in itself peer review focu group commun health emerg medicin health care militari health system awar life-sci patient-car

java array and loopsintermediatein thi project you will read weather data from a file and popul an array with the file data. the data is then sort in an array and output to anoth file. loop are use in a java program whenev a sequenc of code must be repeated. a common use for a while loop is to read data from a file where the file is of unknown length. a for loop on the other hand is often use when the repeat count of a code sequenc is known. a common use of a for loop is to iter through an array. an array is a list of item of a fix size where each entri is the same type of data. the array could contain number string of charact or a user-defin data type. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.array for loop order pair data type while loop iter sort project null coalesc oper number spreadsheet computer-sci software-develop

nearest neighbor collabor filteringintermediatein thi cours you will learn the fundament techniqu for make person recommend through nearest-neighbor techniques. first you will learn user-us collabor filter an algorithm that identifi other peopl with similar tast to a target user and combin their rate to make recommend for that user. you will explor and implement variat of the user-us algorithm and will explor the benefit and drawback of the gener approach. then you will learn the widely-pract item-item collabor filter algorithm which identifi global product associ from user rate but use these product associ to provid person recommend base on a user' own product ratings.kaggl collabor util weight arithmet mean microsoft excel recommend system human learn rel chang and differ write lectur data-sci machine-learn

encourag student growth with teach your monster to readbeginnerbi the end of thi project you will be fluent at use teach your monster to read to engag young reader and support their read development. young reader will travel through an interact and engag world as they begin with letter and sound and complet their journey as champion readers. teacher can even connect parent to student account so that student success can be celebr by everyone. if you are look for an innov well research game that is guarante to engag young reader you will want to becom confid in use teach your monster to read with your students. let� get start together! *you will need a free teach your monster to read account for thi project.account data scienc posit psycholog parent monster confid r&d manag parent video game develop english languag social-sci educ

advanc manufactur enterprisebeginnerenterpris that seek to becom profici in advanc manufactur must incorpor manufactur manag tool and integr data throughout the suppli chain to be successful. thi cours will make student awar of what a digit connect enterpris is as they learn about the oper complex of enterpris busi process optim and the concept of an integr product-process-valu chain. student will becom acquaint with the avail tool technolog and techniqu for aggreg and integr of data throughout the manufactur suppli chain and entir product life-cycle. they will receiv foundat knowledg to assist in effort to facilit design plan and product schedul of good and servic by appli product life cycl data. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the sixth cours in the digit manufactur & design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0 and featur a culmin project involv creation of a roadmap to achiev a self-establish dmd-relat profession goal. to learn more about the digit manufactur and design technolog special pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-cadata secur inventori control enterpris resourc plan manufactur process manag leadership and manag resourc plan manufactur process process chain suppli chain physical-science-and-engin mechanical-engin

popul health panel manag next leveladvancedhow can you as a healthcar profession identifi patient that share the same risk of an advers event? how do you transform your healthcar practic in such a way that you are not onli abl to provid proactiv care but you are also abl to improv the health of popul at risk? in thi cours you will learn how to appli the panel manag approach to tackl these question in order to chang from reactiv to proactiv care. you will learn how to empanel patientgroup that share the same risk and how you can alloc the appropri intervent to each panel of patients. from there you will dive into way to transform current workflow for optim in-reach and out-reach care both at the cultur and behavior chang level. as a final step you will learn how to evalu both effect and process base on the tripl aim. thi will give you insight into what can be improv in the next panel manag cycle. thi cours will help you gain an understand of the panel manag approach and enabl you to chang from reactiv to proactiv care. thi cours is part of the leiden univers master programm popul health management. if you wish to find out more about thi programm check-out the cours fundament of popul health manag at https//www.coursera.org/learn/fundamentals-population-health-managementincent strategi mathemat optim proactiv reason leadership and manag patient analysi plan evalu life-sci healthcare-manag

evolut todayintermediatein thi cours you will learn how evolut works. you will develop an understand of evolutionari process and their form power. you will see how evolut ha shape biodivers and continu influenc our daili life. evolut impact human endeavor as vari as medicin agricultur psycholog economi and culture. it is the major unifi principl for biolog and a fundament natur law. in five week we will make evolut access for you and help you to recogn evolutionari process around you in natur as well as in society. we make use of the uniqu collect of naturali the natur histori museum in leiden but also take you to the field. use classic and up-to-d exampl we will show you how scientist address evolutionari questions. in the last modul we will have a look at the future. how will human evolve? and how do we influenc our own evolut and that of other organisms? thi cours is aim at anybodi with a drive to obtain a deeper broader and pragmat understand of evolut includ high-school student bsc undergradu biolog student msc graduat student from other disciplin medic profession conserv offic and educ in museum librari nation park and schools.dna dna experi natur select gene regul sexual select gene protein speci evolut life-sci basic-sci

mitig secur vulner on googl cloud platformbeginnerthi self-pac train cours give particip broad studi of secur control and techniqu on googl cloud platform. through record lectur demonstr and hands-on lab particip explor and deploy the compon of a secur gcp solut includ cloud ident the gcp resourc manag cloud iam googl virtual privat cloud firewal googl cloud load balanc cloud cdn cloud storag access control technolog stackdriv secur key customer-suppli encrypt key the googl data loss prevent api and cloud armor. particip learn mitig for attack at mani point in a gcp-base infrastructur includ distribut denial-of-servic attack phish attack and threat involv content classif and use. to get the most out of thi cours particip should have * prior complet of googl cloud platform fundament core infrastructur or equival experi * prior complet of gcp and hybrid network deep dive or equival experi * knowledg of foundat concept in inform secur such as * vulner threat attack surfac * confidenti integr avail * common threat type and their mitig strategi * public-key cryptographi * public and privat key pair * certif * cipher type * certif author * transport layer security/secur socket layer encrypt commun * public key infrastructur * secur polici * basic profici with command-lin tool and linux oper system environ * system oper experi deploy and manag applic on-premis or in a public cloud environ * read comprehens of code in python or javascript >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<googl cloud platform denial-of-servic attack vulner comput cloud comput cloud platform softwar secur uniform resourc locat cloud comput secur key cryptographi secur information-technolog cloud-comput

practic sa program and certif reviewadvancedin thi cours you have the opportun to use the skill you acquir in the two sa program cours to solv realist problems. thi cours is also design to give you a thorough review of sa program concept so you are prepar to take the sa certifi specialist base program use sa 9.4 exam.syntax comput program row languag enabl euler' totient function concaten softwar bug approxim error restructur data-sci data-analysi

g suit mail managementbeginnerg suit mail manag is the fourth cours in the g suit administr series. in thi cours you will learn how to protect your organ against spam spoof phish and malwar attacks. you will configur email complianc and learn how to implement data loss prevent dlp for your organization. you will gain an understand of the mail rout option avail and learn how to whitelist and block senders. you will also becom familiar with other mail option such as inbound and outbound gateway 3rd parti email archiv and journal to vault. learn object by the end of thi cours particip will be abl to - gain a basic understand of the domain name system dn use on the internet and be abl to identifi the record type use by g suite. - be abl to implement common email secur measur in your dn record such as spf dkim and dmarc and be abl to explain the purpos of each measure. - learn how to protect your user from inbound phish and harm softwar malware. - learn how to control which end user access featur are avail to your users. - learn how to configur email whitelist blacklist and approv sender list to better manag mail deliveri and protect against spam phish and malware. - gain an understand of the variou complianc featur provid in g suite. - gain a basic understand of the mail rout option avail to you as the g suit administrator. prerequisit you should have complet the introduct to g suit manag g suit and g suit secur courses.malwar email order pair leadership and manag secur tabl of keyboard shortcut domain name system integr test internet sort computer-sci computer-security-and-network

introduct to integr therapi and heal practicesintermediatethi introductori cours provid a framework for incorpor integr therapi into your work with client or patients. by the end of the cours you will be abl to assess if integr therapi are good option in specif situat as well as educ patient and colleagu about benefit and risks. you will be confid discuss the evid base for integr therapi in gener with an understand of some of the challeng of research in thi area and abl to identifi reliabl sourc of evidence-bas information. you will leav with the skill to partner with patient or client around use of these therapi and a plan to introduc integr therapi in your work or other setting. continu educ credit thi cours ha been design to meet minnesota board of nurs continu educ requir for 15 contact hour and may be elig for ce credit from other profession board that allow self-docu of continu educ activities. it is your respons to check with your regulatori board to confirm thi cours meet your local requir and if necessari to provid them with the certif of complet you get if you pay for and fulfil all the requir of thi course. thi cours is also approv by ichwc health coach for 15 continu educ unit cep # 100057.aromatherapi therapi heal function medicin reiki scope of practic ayurveda naturopathi medicin chines medicin life-sci patient-car

explor and produc data for busi decis makingbeginnerthi cours provid an analyt framework to help you evalu key problem in a structur fashion and will equip you with tool to better manag the uncertainti that pervad and complic busi processes. specif you will be introduc to statist and how to summar data and learn concept of frequenc normal distribut statist studi sampl and confid intervals. while you will be introduc to some of the scienc of what is be taught the focu will be on appli the methodologies. thi will be accomplish through the use of excel and data set from mani differ disciplin allow you to see the use of statist in veri divers settings. the cours will focu not onli on explain these concept but also understand the mean of the result obtained. upon success complet of thi cours you will be abl to �\tsummar larg data set in graphic tabular and numer forms. �\tunderstand the signific of proper sampl and whi you can reli on sampl information. �\tunderstand whi normal distribut can be use in so mani settings. �\tuse sampl inform to infer about the popul with a certain level of confid about the accuraci of the estimations. �\tuse excel for statist analysis. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.microsoft excel statist dispers sampl size determin frequenc distribut confid interv decis make analysi gener statist data analysi statist analysi busi business-essenti

the modern and the postmodern (part 1)intermediatethi cours examin how the idea of "the modern" develop at the end of the 18th centuri in european philosophi and literatur and how be modern or progress or hip becam one of the crucial criteria for understand and evalu cultur change. are we still in modern or have we move beyond the modern to the postmodern?poetri write philosophi intellectu literari theori write histori art histori histori of idea art critic think arts-and-human philosophi

practic introduct to the command linebeginnerin thi project you will use the unix command line to creat photo album that organ photo into directori by date. you'll learn what' the differ between a termin bash command-lin and prompt. with lot of hands-on exercis you'll master the most fundament unix command for navig manipul and inspect files. interact with a comput through a command-lin interfac cli is a power technique. in such an interfac you type command tell the comput to perform desir tasks. master the command line can greatli improv your product dure development.interfac data scienc termin emul java annot c program c++ shell script unix python program command-lin interfac computer-sci software-develop

measur and optim social media market campaignsbeginnerthi cours provid you with skill to optim your social media market efforts. learn to evalu and interpret the result of your advertis campaigns. learn how to assess advertis effect through lift studi and optim your campaign with a/b testing. understand how advertis effect is measur across platform and devic learn how to evalu the roi of your market and master how to commun your social media market result to other in the company. you will end the cours with a project where you will gain hands-on experi with commun result and formul recommend base on the result of a social market campaign. by the end of thi cours you will be abl to � use basic and custom report to evalu the result of your advertis campaign � evalu advertis effect use lift test � understand differ techniqu use to measur the effect of market campaign across channel � implement an a/b test to optim your campaign � analyz dashboard and evalu the roi from your social media market effort � present and commun your find to a team thi cours is for peopl who want to learn how to analyz their campaign market result optim their campaign and effect commun find to their teams. learner don't need market experi but should have basic internet navig skill and be eager to particip and connect on social media. have a facebook or instagram account help and ideal learner have alreadi complet the four previou cours in thi program.project manag certif content market advertis campaign social media social media market project manag digit market measur mathemat optim market busi market

ebola viru diseas an evolv epidemicintermediatelearn about the evolv ebola epidem and it variou aspect includ diseas prevent manag and treatment respons to the epidem ethic consider and the post-ebola global health landscape.vaccin epidem health system public health ebola quarantin epidem diseas vaccin patient life-sci public-health

machin learn use sa viyaadvancedthi cours cover the theoret foundat for differ techniqu associ with supervis machin learn models. in addit a busi case studi is defin to guid particip through all step of the analyt life cycl from problem understand to model deploy through data prepar featur select model train and valid and model assessment. a seri of demonstr and exercis is use to reinforc the concept and the analyt approach to solv busi problems. thi cours use model studio the pipelin flow interfac in sa viya that enabl you to prepar develop compar and deploy advanc analyt models. you learn to train supervis machin learn model to make better decis on big data. the sa applic use in thi cours make machin learn possibl without program or coding.alpha beta prune machin learn support vector machin network model decis tree hyperparamet model of comput gradient boost network architectur artifici neural network data-sci machine-learn

the scienc of health care deliverybeginnerth mayo clinic and arizona state univers allianc for health care ha develop innov scienc of health care deliveri train program which introduc scientif approach to qualiti improv for patient care and popul health while also examin way to reduc health costs. the full train which explor key concept in the scienc of health care deliveri and whi it is critic import to futur patient care can be use by health care profession or as curriculum for aspir care providers. by the end of thi introductori cours learner will recogn the how educ in the scienc of health care deliveri can improv and enhanc the qualiti of provid care health care system and patient health. the overview cours consist of a multimedia introduct to scienc of health care deliveri domain follow by video segment where learner meet a patient and caregiv who embodi or appli new knowledg skill and attitud learn from the scienc of health care delivery. an expert reflect after each video present reinforc the domain� concepts. learner can seek more inform into thi dynam field with the addit resourc provid at the end of the course.hospit manag nurs health midwiferi health care patient care pediatr nurs educ patient nurs practition life-sci healthcare-manag

address larg hadron collid challeng by machin learningadvancedth larg hadron collid lhc is the largest data gener machin for the time being. it doesn�t produc the big data the data is gigantic. just one of the four experi gener thousand gigabyt per second. the intens of data flow is onli go to be increas over the time. so the data process techniqu have to be quit sophist and unique. in thi cours we�ll introduc student into the main concept of the physic behind those data flow so the main puzzl of the univers physicist are seek answer for will be much more transparent. of cours we will scrutin the major stage of the data process pipelin and focu on the role of the machin learn techniqu for such task as track pattern recognit particl identif onlin real-tim process trigger and search for veri rare decays. the assign of thi cours will give you opportun to appli your skill in the search for the new physic use advanc data analysi techniques. upon the complet of the cours you will understand both the principl of the experiment physic and machin learn much better. do you have technic problems? write to us coursera@hse.ruphys deep learn track system bayesian machin learn gaussian process energi bayesian optim mathemat optim experi computer-sci algorithm

ai for medic prognosisbeginnerai is transform the practic of medicine. it� help doctor diagnos patient more accur make predict about patients� futur health and recommend better treatments. thi special will give you practic experi in appli machin learn to concret problem in medicine. machin learn is a power tool for prognosi a branch of medicin that special in predict the futur health of patients. in thi second cours you�ll walk through multipl exampl of prognost tasks. you�ll then use decis tree to model non-linear relationship which are commonli observ in medic data and appli them to predict mortal rate more accurately. final you�ll learn how to handl miss data a key real-world challenge. these cours go beyond the foundat of deep learn to teach you the nuanc in appli ai to medic use cases. thi cours focus on tree-bas machin learn so a foundat in deep learn is not requir for thi course. howev a foundat in deep learn is highli recommend for cours 1 and 3 of thi specialization. you can gain a foundat in deep learn by take the deep learn special offer by deeplearning.ai and taught by andrew ng.random forest risk hazard function surviv analysi euler' totient function prognost gener statist decis tree analysi model data-sci machine-learn

imag nois reduct with auto-encod use tensorflowbeginnerin thi 2-hour long project-bas cours you will learn the basic of imag nois reduct with auto-encoders. auto-encod is an algorithm to help reduc dimension of data with the help of neural networks. it can be use for lossi data compress where the compress is depend on the given data. thi algorithm to reduc dimension of data as learn from the data can also be use for reduc nois in data. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and tensorflow pre-installed. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.artifici neural network autoencod tensorflow signal process imag nois lossi compress python program nois reduct lambda calculu nois data-sci machine-learn

medic applic of particl acceler (npap mooc)beginnerhello and welcom to thi course! the npap - medic applic of acceler is one out of three cours in the nordic particl acceler program npap. here you will be taken on a tour focus on the medic applic of particl accelerators. you will see that there are two veri import but differ applic of acceler in hospitals. the first applic concern radiotherapi of tumour and the other concern the product of medic nuclid for diagnosi and treatment. both will be includ in thi cours and describ through four modules. the first modul offer the basic principl of radiotherapi from a medic and physic point of view. you there learn about the main compon of the machin use for radiotherapi and get to know whi radiotherapi is import for cancer treatments. the second modul guid you through the differ type of linear acceler use in the machin for radiotherapy. it also describ the design of the treatment head. the design is import becaus it is the set of the treatment head that determin the dose and the radiat region. it is also in the treatment head where the dose given to the patient is measured. in the third modul you are introduc to proton therapy. in thi type of therapi proton are first acceler and then guid down to the tumour by magnets. the machin are consider larger and more expens than machin use for radio therapy. the modul also offer a descript and comparison between differ type of acceler and explain how the proton interact with tissue. also ion that are heavier than proton can be use in cancer therapy. thi is describ in the fourth modul where we also introduc you to the product of medic nuclides. you learn how the nuclid are produc in proton and ion acceler and how the nuclid come into play at differ place in hospitals. medic nuclid are for instanc use in positron electron tomographi pet. enjoy!ion radiat medic imag radiat therapi beam robot dose physic cyclotron cancer therapi medic physic life-sci research

write your first novelbeginnerwrit your first novel if you�v ever had the dream the desir or even just a vagu notion that you would like to write a novel thi cours is for you. whether you are a full-tim student have a full-tim job a famili to take care of or all of the abov you can do it. really! and i will help you get there. in thi cours you will write your first novel. mani peopl say they have often thought about write a novel and are plan to do it someday but veri few ever actual do. howev in thi cours you will do it. you will learn how to form a basic idea ani idea into a structur and disciplin that will allow you to creat write and complet a fully-r novel readi to submit for publication. if you have ani concern regard the protect of your origin work coursera' privaci polici protect the learner' ip and you are inde the sole owner of your work. here is a link to a trailer for the course. to view the trailer pleas copi and past the link into your browser. https//vimeo.com/385761391/c5e7f873cf learner review "it wa a great experi i realli enjoy it." in write your first novel you�ll learn to break down your creativ endeavor into compon and you�ll discov a process that will allow you to do what few have done produc and complet a full-length work of fiction in the form of a 50 000-word novel. learner review "a a publish author i took thi cours to relearn the skills. i thoroughli enjoy each and everi lectur and quiz. thi cours wa veri veri help and the video were veri well executed. cheers!" i am a propon of experienti learn also known as activ learning. my lectur are short and to the point design in a step-by-step process essenti to your success as a writer. i will guid you i will show you how to get there hope i will inspir you. you will learn through your own activ - which is writing! i firmli believ that the onli way to becom a writer is to write write write! learner review "best teacher ever! love the course." write fiction is a truli beauti thing. put your own word on a page to tell a stori which enter your reader mind and allow them to share the thought emot and live of your charact is a veri satisfi reward experience. learner review "gooood. so veri good"art interior design fiction write languag creativ write short stori write video product trigonometr integr write music arts-and-human music-and-art

act on climat step to individu commun and polit actionintermediatear you concern about climat change? would you like to learn how to address and respond to thi challenge? if so thi cours is for you. act on climat step to individu commun and polit action is intend to help learner understand address and respond to climat chang as individu and in partnership with their commun and polit leaders. the cours focus on how to translat learn into action on climat chang in the area of food energi transport and the built environ cities. thi cours wa co-develop and taught by michaela zint professor of environment educ and commun and univers of michigan students. a rang of academ climat chang expert and profession leader are featured. as a result of complet thi cours you will be abl to 1 identifi individu commun and polit action you can engag in to effect address and respond to climat change. 2 describ how insight from the social scienc can be employ to creat chang at the individu commun and polit levels. 3 feel empow to continu to influenc how you your commun and polit leader address and respond to climat change. use #umichactonclim on social media to share what you'r do and connect with other learners.greenhous ga semigroup action food choic urban plan civil engin climat chang environment commun sustain adapt energi consumpt physical-science-and-engin environmental-science-and-sustain

regress model fundamentalsintermediatethi introductori cours is for sa softwar user who perform statist analys use sas/stat software. the focu is on t test anova and linear regress and includ a brief introduct to logist regression.outli regress analysi verif and valid gener statist regress model type i and type ii error statist hypothesi test influenti observ regress pro*c data-sci data-analysi

relat model in diabeginnerin thi cours you will learn to interpret and draw a relat model through hands-on exercis use a diagram tool call �dia�. you will complet the final step in the databas design process as you convert the logic design document in an entiti relationship diagram into a relat model. dure the convers you will investig relat model rule and practic model techniqu as you learn to resolv one-to-mani and many-to-mani relationship use foreign key and bridg tables. your final relat model will becom the blueprint for creat a databas and it tables. sinc data is at the center of ani inform system knowledg and understand of databas design will serv you well as a databas user or a databas designer. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.model process databas user requir document associ entiti document databas design modal logic softwar design descript relat model information-technolog data-manag

introduct to hear lossbeginnerwelcom to introduct to hear loss disord of the ear rang from simpl easili treat entiti such as wax or cerumen impact to the highli complex such as perman hear loss. mani of these disord manifest with similar symptom and may be difficult to differenti without a basic understand of the anatomi of the ear and auditori pathway. thi cours offer by the depart of otolaryngolog � head and neck surgeri at the icahn school of medicin at mount sinai and new york eye and ear infirmari of mount sinai present the basic anatomi of the ear from the auricl or outer ear to the brain. the pathophysiolog of each type of hear loss is present and common patholog in each of the three area of the ear outer middl and inner are reviewed. particip will becom familiar with the structur and cellular anatomi in each area as well as the underli pathophysiolog for variou disorders. they will also gain an understand of avail treatment for variou ear conditions. week 1 introduct week 2 anatomi and pathophysiolog of the auditori pathway 15 min. + quiz week 3 disord and treatment of the outer ear 15 min. + quiz week 4 disord and treatment of the middl ear 15 min. + quiz week 5 disord and treatment of the inner ear 15 min. + quiz the primari object of thi cours are to �\trecogn the function and cellular anatomi of the auditori pathway �\tunderstand the type of hear loss and common caus of each type �\tdemonstr familiar with disord of the outer middl and inner ear those particip in thi cours have the option to complet the cours at no cost or receiv the coursera signatur track certif for $49.95. cours planner lisa chase ni-ka ford jill gregori gale justin paul lawrenc erik popil kelli zerella ami zhong taught by maura cosetti md assist professor otolaryngolog - head and neck surgeri icahn school of medicin at mount sinai director cochlear implant program ear institut at new york eye and ear infirmari of mount sinai mount sinai health systeminn ear otorhinolaryngolog hair care hear hear loss tinnitu h.e.a.r. cochlear implant anatomi medicin life-sci patient-car

ell success in the content classroom capston projectadvanceda teacher it is so import to have a plethora of resourc to draw upon for modif for specif student and classroom contexts. in thi capston project you are task with appli the concept learn throughout the special to creat your own toolbox design with the ell in mind. in thi two-part capston you will first creat an annot lesson plan compris both form and summ assessments. the lesson plan will includ ani modifi materi for ell such as graphic organ or write frame pertin to the lesson' activities. the annot will includ a rational for lesson element base on inform present in lesson plan with the ell in mind and assess achiev with the ell in mind. second you will use your checklist of resourc person to your school and commun to creat an engag plan of action. thi should includ specif mileston for creat a more engag environ for your student and their families. you will also includ a rational for element of engag base on inform present in engag the ell and their famili in the school and community. in thi capston you will creat a person toolbox for ell success in the content classroom. thi toolbox will includ * annot lesson plan - modifi materi - form and summ assess - lesson plan and materi rational * engag action plan and rational the materi creat in thi project should be immedi use in your classroom. your capston project should be tailor to your teach context content area and students. by the end of thi cours you will be abl to * design a lesson plan with attent to the need of your ell * creat appropri modifi materi to support your ell * creat form and summ assess to measur both content masteri and languag develop as specifi by your lesson plan' learn and languag object * ration your applic of select methodolog * creat and implement an engag action plan specifi for your teach contextlanguag popul measur resourc strategi lesson plan methodolog famili peer review order pair social-sci educ

inform theoryintermediateth lectur of thi cours are base on the first 11 chapter of prof. raymond yeung� textbook entitl inform theori and network code springer 2008. thi book and it predecessor a first cours in inform theori kluwer 2002 essenti the first edit of the 2008 book have been adopt by over 60 univers around the world as either a textbook or refer text. at the complet of thi cours the student should be abl to 1 demonstr knowledg and understand of the fundament of inform theory. 2 appreci the notion of fundament limit in commun system and more gener all systems. 3 develop deeper understand of commun systems. 4 appli the concept of inform theori to variou disciplin in inform science.forward error correct chain rule nois mutual inform markov chain random variabl entropi inform theori memoryless inform theori code theori math-and-log math-and-log

product and servic develop empathi map with mirobeginnerbi the end of thi project you will be fluent in identifi and creat empathi map base on persona for new product and servic and in deriv opportun from your analysi thu gener posit result for your busi venture. thi project is design to engag and har your visionari and exploratori abilities. you will use proven model in strategi and product develop with the miro platform to explor and analyz custom data combin with the develop of empathi maps. thi is an import step for individu or compani want to explor new product or services. we will practic critic examin the develop persona. you will engag in evalu through exampl and hands-on practic make decis on product orientation.product develop plan strategi busi plan model persona user experi user experi project present integr busi business-strategi

an intuit introduct to probabilityintermediatethi cours will provid you with a basic intuit and practic introduct into probabl theory. you will be abl to learn how to appli probabl theori in differ scenario and you will earn a "toolbox" of method to deal with uncertainti in your daili life. the cours is split in 5 modules. in each modul you will first have an easi introduct into the topic which will serv as a basi to further develop your knowledg about the topic and acquir the "tools" to deal with uncertainty. addit you will have the opportun to complet 5 exercis session to reflect about the content learn in each modul and start appli your earn knowledg right away. the topic cover are "probability" "condit probability" "applications" "random variables" and "normal distribution". you will see how the modul are taught in a live way focus on have an entertain and use learn experience! we are look forward to see you online!student residu normal distribut gener statist probabl & statist bayes' theorem probabl condit probabl bayesian probabl theori probabl distribut data-sci probability-and-statist

global strategi ii do busi in the global economyadvancedthi cours explor the way firm overcom challeng when oper globally. the global economi is character for it high complex and uncertainty. corpor tri to succeed in the global economi need to develop differ type of strategi depend on where they are conduct busi or what type busi they are in. student take thi cours will learn how to determin the best strategi to follow when expand global the advantag and disadvantag of those strategi and the appropri respons to extern pressures. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.valu chain global market econom chain global valu chain strategi economi strateg allianc foreign direct invest first-mov advantag busi business-strategi

dimension reduct use an autoencod in pythonbeginnerin thi 1-hour long project you will learn how to gener your own high-dimension dummi dataset. you will then learn how to preprocess it effect befor train a baselin pca model. you will learn the theori behind the autoencod and how to train one in scikit-learn. you will also learn how to extract the encod portion of it to reduc dimension of your input data. in the cours of thi project you will also be expos to some basic cluster strength metrics. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.scikit-learn project preprocessor python program machin learn artifici neural network linear autoencod varianc dimension reduct data-sci machine-learn

lesson | busi english skill how to write effect open and close to emailsintermediatethi lesson is part of a full cours busi english networking. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to - write effect sentenc to begin an email - write friendli close sentencessal proofread write email deep learn english languag busi write busi commun interview email write language-learn learning-english

autodesk certifi profession revit for architectur design exam prepintermediateprov to potenti employ that you�r up to the task by becom an autodesk certifi professional. thi onlin cours from autodesk prepar you by offer an overview of skill that match what is cover in the autodesk certifi profession revit for architectur design exam. the video lesson are structur to match the exam� object domain and follow the typic workflow and featur of the autodesk� revit� architectur softwar includ section on model and materi famili document view and revit project management. in the cours you'll review advanc model architectur topic and work with wall floor roof ceil stair column and rooms. you'll also gain an understand of exam topic such as famili categori and type phase and design option schedul and worksharing. brush up on select set detail compon color scheme level and grid and much more. about the autodesk certifi profession revit for architectur design exam the autodesk certifi profession revit for architectur design exam is the recogn standard for measur your architectur design skill and knowledg in revit. the certif enabl you to showcas your abil and also signal to potenti employ that your skill have been validated. thi type of experi typic come from have work with the softwar on a regular basi for at least 2 year equival to approxim 400 hour minimum - 1200 hour recommend of real-world autodesk softwar experience. the autodesk certifi profession acp certif exam can be taken at a pearson vue test center or through onvu pearson vue� onlin proctor environment. candid are given 120 minut to complet a certif exam and should review the test center polic and requir befor scheduling. readi to take the exam? schedul to take the exam onlin or find a test center near you on pearsonvue.com/autodesk.architectur design p-rep autodesk revit architectur autocad architectur architectur construct manag build inform model autodesk architectur render test prepar physical-science-and-engin mechanical-engin

forecast model for market decisionsintermediatehow will custom act in the future? what will demand for our product and servic be? how much inventori should we order for the next season? beyond simpli forecast what custom will do market need to understand how their action can shape futur behavior. in develop forecast tool with excel learner will develop an understand of the basic compon of a forecast model how to build their own forecast model and how to evalu the perform of forecast models. all of thi is done use microsoft excel ensur that learner can take their skill and appli them to their own busi problems.custom analyt product forecast choic model market analysi market valu consum behaviour market market mix model market econom forecast busi market

execut data scienc capstoneintermediateth execut data scienc capston the specialization� culmin project is an opportun for peopl who have complet all four ed cours to appli what they'v learn to a real-world scenario develop in collabor with zillow a data-driven onlin real estat and rental marketplac and datacamp a web-bas platform for data scienc programming. your task will be to lead a virtual data scienc team and make key decis along the way to demonstr that you have what it take to shepherd a complex analysi project from start to finish. for the final project you will prepar and submit a present which will be evalu and grade by your fellow capston participants. cours cover imag by luckeysun. creativ common by-sa https//flic.kr/p/bx1jvurisk data manag data scienc project commun data analysi leadership and manag team manag analysi decis manag busi leadership-and-manag

hi-fiv health informat for innov valu & enrich (administrative/it perspective)beginnerhi-f health informat for innov valu & enrich train is an approxim 10-hour onlin cours design by columbia univers in 2016 with sponsorship from the offic of the nation coordin for health inform technolog onc. the train is role-bas and use case scenarios. no addit hardwar or softwar are requir for thi course. our nation� healthcar system is chang at a rapid pace. transform health care deliveri program depend heavili on health inform technolog to improv and coordin care maintain patient registri support patient engag develop and sustain data infrastructur necessari for multi-pay value-bas payment and enabl analyt capac to inform decis make and streamlin reporting. the acceler pace of chang from new and expand technolog will continu to be a challeng for prepar a skill workforc so take thi train will help you to stay current in the dynam landscap of health care. thi cours is one of three relat cours in the hi-fiv train program which ha topic on popul health care coordin and interoper value-bas care healthcar data analyt and patient-cent care. each of the three cours is design from a differ perspect base on variou healthcar roles. thi third cours is from an administr or it perspect gear toward execut manag analyst and staff that work in administr busi financ oper data or it. howev we encourag anyon work in healthcar health it public health and popul health to particip in ani of the three trainings.pati public health informat public health health system health informat specialti care health care fee-for-servic health inform technolog inform exchang life-sci healthcare-manag

blockchain evolut and technolog conceptsbeginnerthi special offer the latest develop in blockchain technolog through a highli engag learn experi with anim video compon and intuit cours flow to maxim your knowledg retention.cryptographi proof-of-stak public-key cryptographi key manag cryptocurr proof-of-work system blockchain order pair asset recurs enumer set information-technolog secur

adject and adject clausesintermediateb abl to adeptli use adject claus in speak and write is use for upper level english learners. adject and adject claus are veri common in english so student need to be abl to understand them when they see them or hear them. student often struggl to bring complex to their speak and write and adject claus can be a great way to do this. pleas note that all of the lectur and practic activ are avail for free but take the quizz and get feedback on assign are onli avail in the paid versionlanguag grammar human learn english grammar social psycholog english languag adject apposit reason algebra language-learn learning-english

creativ program for digit media & mobil appsadvancedthi cours is for anyon who would like to appli their technic skill to creativ work rang from video game to art instal to interact music and also for artist who would like to use program in their artist practice. thi cours will teach you how to develop and appli program skill to creativ work. thi is an import skill within the develop of creativ mobil applic digit music and video games. it will teach the technic skill need to write softwar that make use of imag audio and graphic and will concentr on the applic of these skill to creativ projects. addit resourc will be provid for student with no program background. at the end of thi cours you will be abl to * write creativ audiovisu program in the process environ that run on desktop and mobil * programat manipul sound in creativ way * display imag and imag sequenc * gener interact algorithm graphic * work with a 2d physic engin to creat a basic gamephys engin order pair physic javascript java softwar platform mobil app creativ code comput program port game engin computer-sci software-develop

data visual in googl slidesbeginnery have probabl heard the express �a pictur is worth a thousand words.� that timeless express describ the process of commun with data viz. we can see an imag mental build the narr around it and then take the mean of that stori with us. human lean in-to a good story. they engag with it and are more like to rememb inform woven into a narr then when that same inform is present in anoth way. in thi project you will gain hands-on experi tell a simpl data stori with data viz that will connect with a profession audience. the data visual you creat will use real-world data and design element within the free to use present softwar googl slides. by the end of thi project you will be abl to confid creat a data visual to tell a data stori use ani present software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.commun present softwar present softwar chart data visual data document project mine use case project data-sci data-analysi

health system develop health system polici and researchintermediatethi special is intend for peopl interest in health system and how they function. particip will learn about the global health system landscap and the challeng and opportun to achiev better health outcomes. thi specialis is divid into three cours which are offer as massiv onlin open access cours cours 1-3 and a fourth cours which is offer as part of the onlin mph degre capstone. the health system develop specialis is gear toward learner who have no prior knowledg of health system or those who are start to explor thi area of study. overal session in thi specialis span 16 week with approxim 96 hour of view learn materi per week. form assess in the form of quizz and activ are incorpor throughout the week to help learner gaug their level of depth of understand and to prepar them for their summ assessments. particip will have the opportun to explor a rang of area within health systems. the first cours will introduc the main build block of health system and shed some light on key compon of well-funct health system includ how health system perform is assessed. in cours two student will learn how to conduct a health impact assess and how to assess the impact of polici plan and project as well as how that support decision-mak make choic regard altern and improv to prevent diseas or injuri and to activ promot health. the third cours explor human resourc for health and servic delivery. in thi cours student will learn about and analys countri experi in transform health servic deliveri and intervent and to address human resourc for health challeng at a global level. by the end of thi specialis learner should be abl to identifi key compon of and critic compar differ health systems; analys countri experi in transform services; and appli theoret framework for assess the health impact of polici plan and projects.health polici health system public health health servic research global diseas impact assess recommend system health impact assess enabl life-sci public-health

introduct to formal concept analysisadvancedthi cours is an introduct into formal concept analysi fca a mathemat theori orient at applic in knowledg represent knowledg acquisit data analysi and visualization. it provid tool for understand the data by repres it as a hierarchi of concept or more exactli a concept lattice. fca can help in process a wide class of data type provid a framework in which variou data analysi and knowledg acquisit techniqu can be formulated. in thi cours we focu on some of these techniqu as well as cover the theoret foundat and algorithm issu of fca. upon complet of the cours the student will be abl to use the mathemat techniqu and comput tool of formal concept analysi in their own research project involv data processing. among other thing the student will learn about fca-bas approach to cluster and depend mining. the cours is self-contain although basic knowledg of elementari set theori proposit logic and probabl theori would help. end-of-the-week quizz includ easi question aim at check basic understand of the topic as well as more advanc problem that may requir some effort to be solved. do you have technic problems? write to us coursera@hse.ruinterpret polynomi analysi algorithm continu function canon basi littl b program languag ternari condit oper .bit null coalesc oper data-sci data-analysi

inflat analysi for invest appraisaladvancedin thi 1-hour long project-bas cours you will learn how to calcul real and nomin cash flow calcul the nomin and real net present valu of the invest and adjust nomin and real npv for taxation. thi all will translat into the abil to perform invest apprais take inflat into account. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions.tax present valu account cost account cash flow busi analyt flow network inflat net present valu invest busi financ

financi analysi for startupsintermediatein the previou two cours you have learn how to valu startup use the discount cash flow method and multipl methods. howev you have not learn how to estim cash flow or earn of startups. in thi cours you are go to learn the concept and usag of financi ratios. use financi ratio such as profit liquid leverag effici and growth you can tell financi health of a startup. profit ratio measur how profit a firm is by look at ro roa and roe. liquid ratio measur how quickli a firm turn asset into cash to pay-off short-term liabil and they includ current ratio quick ratio and cash ratio. leverag ratio measur how much long-term debt a firm ha rel to it asset or equity. effici ratio measur how effici a firm util it assets. it is like a physic exam for human and you can tell the fiscal statu of a startup use financi ratios. you can also develop pro forma financi statement use financi ratios. use pro forma financi statement you can tell futur financi statu of a startup as well as cash flows. in addit use inform from pro forma statement and valuat method you can do the valuat of a startup.bal sheet incom financi ratio extern financ pro forma sale sustain growth rate financ financi statement financi plan busi financ

make your first virtual realiti gameadvancedvirtu realiti is one of the most excit experi that technolog can give us. the immers and presenc you can have in vr is quit unlik ani other medium. like mani other you are excit about the possibl of thi new medium and want to get start develop your own vr experiences. thi cours will take you through all of the step you need to creat a vr game or other project. thi is the final cours in our specialis virtual reality. the previou cours teach you the skill you need to make a vr game. thi cours bring them all togeth to creat a project of your own. we will guid you through all the step of a vr project come up with an idea storyboard prototyp test and implementation. by the end of thi cours you will have a complet vr project that demonstr your skill and could be the first step in creat a profession game. we hope thi cours can be your entri into profession vr development. to help you get start some good advic alway helps. that is whi we have interview vr expert from all over the world rang from technolog pioneer with over 30 year experi in vr to the latest cut edg vr creators. we have ask all of them to give you their advic and we hope it inspir you to becom part of the futur of vr.gameplay luca lehmer primal test virtual realiti game storyboard virtual realiti game test game design augment realiti interact design mix realiti computer-sci design-and-product

sharpen vision a poetri workshopintermediatewhi just write poem when you can write better ones? thi cours is built on the notion that the most excit write begin after the first draft. it is specif for folk who believ that write poem just to express oneself is like use the internet just for email. after all poetri can chang the way you and your reader think of the world and it inhabitants; it can break new ground for language; turn a blank sheet of paper into a teem concert of voic and music. though ani of us may have the potenti to make that happen have an understand of how sever tool of poetic composit can be use and audaci �mis-used� give you more way to tri and if we do thi right we might surpris ourselv most of all. we'll cover key poetic term and devic by studi poem by a hand of modern and contemporari poet and then get a chanc to tri our own hand at write new poem draft from a select number of prompts. throughout the cours you will have the opportun to workshop your poem draft and get feedback on your work work toward a more polish poem.languag creativ creativ write poetri write thought write visual effect music human learn line wrap and word wrap arts-and-human music-and-art

learn to program the fundamentalsadvancedbehind everi mous click and touch-screen tap there is a comput program that make thing happen. thi cours introduc the fundament build block of program and teach you how to write fun and use program use the python language.bas program languag languag comput program comput program program principl problem solv python syntax and semant syntax python program semant computer-sci software-develop

understand and strengthen health systemsintermediatewelcom to our cours on understand and strengthen health system for global health. dure the cours we will provid you with an overview of the main element or build block of a health system base on the world health organization� guidance. you will have the opportun to explor four main area of health system in global health with particular refer to low and middl incom countries. the first area focus on understand health servic organ the challenges. our second modul look at who� six major build block or health system compon with particular refer to primari health care and the need for commun particip in plan deliveri and assess of these system components. in our third modul we examin the specif system compon of human resourc develop and capac building. the fourth area consist of health polici make and advocaci with stakeholders. thi cours is gear toward learner who are alreadi involv in manag health and develop program on the ground in low and middl incom countri or who are prepar for such a manag role. the main lectur will span a four-week period with approxim 2-4 hour of view learn materi per week. we have one peer grade essay wherein you will use skill in �organizational� diagnosi to better understand a challeng in an organ where you are or have worked. there are also quizzes. we hope you will engag with your fellow learner in discuss forum to learn from each other.health system health care educ train and develop profession develop polici develop continu educ strategi public health leadership and manag life-sci public-health

career plan resume/cv cover letter interviewbeginnerdo you want a job? a first job or a better job? your dream job? thi cours is for you if you want to get a job in ani english-speak countri or in an intern compani that use english. after 10+ year help peopl in differ countri get hire for their dream job i decid to partner with coursera to make career success access for a worldwid audience. after complet thi cours you will know how to stand out from the crowd how to make a great first impress and how to highlight your strengths. step by step you will learn 1. how to find your ideal vacanc 2. how to construct a resume/cv target for your dream vacanc 3. how to compos a cover letter that make a connect 4. how to strateg prepar for a success job interview. but thi is not all. i�am glad to answer your individu questions. pleas feel free to contact me by ask question in the discuss forums. i�aim to respond to 95% of question within 24 hours. the exampl and strategi i share with you in thi cours have alreadi help peopl find their dream job in top compani around the world. "dr peter j mitchell' help with my resum enabl me to target key employ and smooth the job applic process. he is a real profession who care about hi client and is alway avail to give import advic and support. i wholeheartedli recommend hi servic and even now alreadi as an employ i engag him as a consultant!" -\tsimon ceo of expopromoter/biletum shanghai china "i have use dr mitchell� servic sever time and everi time the result wa exactli meet my expect and even exceed them. he is a proven profession who alway listen to your need and precis convert them to a result. it ha alway been a pleasur work with him." -\tigor senior consult pwc "it is with much enthusiasm that i am recommend the servic of dr peter mitchell� onlin cours design to help intern candid on compos cv cover letter and other career-rel text in english. i am impress by peter� quick respons posit and respect communication. peter is alway will to take the time to discuss languag concern and respond to questions. he pay attent to detail for everi submit text which make hi servic veri unique." -\tlea intern school princip sweden i would be delight to help you on your journey to profession success. sign up today to live your tomorrow! peter j mitchelljob attitud write career r&d manag motiv plan resum screen career develop english languag interview personal-develop personal-develop

code for design manag & entrepreneur iiiadvanceddo you want to experi what it is to go from idea to code? if so thi is the place for you! thi is the third cours in the code for design manag and entrepreneur specialization. if you�r a hands-on collabor with develop thi cours is specif design for you. in thi cours we�r go to focu on creat applic logic control with javascript includ interfac to extern api' and resourc you can leverag to do a lot quickly. code for design manag and entrepreneur iii and it special will help you build a creativ confid and compet that will make you an even better collabor on digit projects. thi cours wa develop at the darden school of busi at the univers of virginia and is taught by top-rank faculty.observ pattern java annot html interfac anchor web user stori front and back end web applic applic program interfac busi entrepreneurship

exploratori data analysisbeginnerin thi 1-hour long project-bas cours you will learn exploratori data analysi techniqu and creat visual method to analyz trend pattern and relationship in the data. by the end of thi project you will have appli eda on a real-world dataset. thi class is for learner who want to use python for appli data visual and data analysi and for learner who are current take a basic machin learn cours or have alreadi finish a machin learn cours and are search for a practic data visual and analysi project course. also thi project provid learner with basic knowledg about exploratori analysi and improv their skill in creat map which help them in fulfil their career goal by ad thi project to their portfolios.gener statist inform engin exploratori data analysi analysi python program data scienc bioinformat p-valu machin learn data analysi data-sci data-analysi

a geometr approach to genom analysi skew & z-curvebeginnerin thi 1-hour long project-bas cours you will learn how to analyz a complet viral genom use geometr method skew and z-curv 2d- and 3d-plot in python and how to use some import python librari like tkinter matplotlib and numpi help you accomplish this. you will also learn about the genom of some virus includ corona sar hiv zika nidovir and rubella viruses.sav project probabl densiti function project mine entri point student' t-distribut analysi three-dimension graph portabl document format graph data-sci data-analysi

covid-19 contact trace for nurs professionalsbeginnercovid-19 contact trace for nurs profession approv statement thi nurs continu profession develop activ wa approv by the texa nurs associ an accredit approv by the american nurs credenti center� commiss on accreditation. covid-19 contact trace for nurs profession wa creat for anyon who want a certif in contact trace and especi for rn' who would like to obtain 10 ceu credit from the texa nurs association. *continu educ credit provid for texa nurs if you select the option to obtain a coursera certif for $49* disclosur to particip requir for success complet to receiv contact hour for thi continu educ activ the particip must complet a pretest complet 4 educ modul obtain a score of 80% or greater on the post test in each module. particip may take the post test multipl time until the 80% or greater is achieved. complet the particip evalu form. onc success complet ha been verifi a �certif of success completion� will be award for 10 contact hours. end date juli 1 2022 all ce request must be complet by thi date. email the complet certif to uhcon-ce@uh.edu if you do not receiv your email for ce' the effect of the current covid-19 pandem have disproportion affect certain popul groups. thi cours provid an overview of the far-reach impact of covid-19 and present contact trace as a tool to mitig the spread of the diseas for nurs in texas. contact tracer are critic need to help state and local health depart particularli in larg and divers state such as texas. acknowledg the cours instructor would like to thank aishwarya juttu and gabriela acosta for their help in the launch of thi course.nurs pandem vaccin commun epidemiolog symptom contact trace vaccin develop public health euler' totient function life-sci public-health

bridg the gap between strategi design and deliverybeginnerrememb to get your voucher befor start the cours to earn your brightline� initi certif use thi link https//www.coursera.org/promo/brightlinepromo. in today� competit busi environ organ are face unpreced level of chang and disruption. onli 1 out of 10 execut base on a global survey admit that their organ success deliv all of their strateg initiatives. thi cours will help you as a leader of your organ to bridg the costli and wast gap between strategi design and delivery. you will learn how extern and intern factor impact the organizations� capabl to implement strategies. you will understand brightline� 10 guid principl and see how these can help bridg the strategy-implement gap base on real-world exampl from the profit- non-profit- and govern sectors. we bring you interview from global leader and expert to share their experi and exampl in strategi implementation. you will also analyz a fiction case and creat a strateg action plan follow the brightline� 10 guid principles. after complet thi cours you will comprehend how the 10 guid principl can address and resolv your organization� challeng to success achiev it strateg goals.plan leadership and manag strateg think strateg plan strateg develop thought strategi strategi implement project manag project busi business-strategi

william shakespeare' twelfth night comedi conflict and communitybeginnerthi cours introduc and explor william shakespeare� classic comedi twelfth night. interview with actor who appear in the colorado shakespear festival� 2019 product of twelfth night as well as lectur by scholar and theater profession who work and teach at the univers of colorado boulder offer student insight into shakespeare� artist vision and it applications. explor shakespeare� languag hi charact hi humor and hi world view the lectur interview and interact learn experi that make up thi class will help student comprehend the power of shakespearean comedi and the abid appeal of twelfth night for it origin audienc and our contemporari moment. you'll explor the relationship between comedi and tragedi the conflict inher in desir and the way shakespeare' word and work engag hi commun and yours. thi cours strive to be of interest to multipl audienc but we think it may particularli appeal to... * shakespear enthusiast and the shakespear curiou in all walk of life * actor theater practition and teacher of shakespear everywher * secondari school and colleg student interest in expand their studi of shakespear * interest reader with littl or no familiar with shakespeareb drama gena comedi short stori write histori cartoon atila art noreen arts-and-human histori

mathemat for machin learn pcabeginnerthi intermediate-level cours introduc the mathemat foundat to deriv princip compon analysi pca a fundament dimension reduct technique. we'll cover some basic statist of data set such as mean valu and varianc we'll comput distanc and angl between vector use inner product and deriv orthogon project of data onto lower-dimension subspaces. use all these tool we'll then deriv pca as a method that minim the averag squar reconstruct error between data point and their reconstruction. at the end of thi cours you'll be familiar with import mathemat concept and you can implement pca all by yourself. if you�r struggl you'll find a set of jupyt notebook that will allow you to explor properti of the techniqu and walk you through what you need to do to get on track. if you are alreadi an expert thi cours may refresh some of your knowledge. the lectur exampl and exercis requir 1. some abil of abstract think 2. good background in linear algebra e.g. matrix and vector algebra linear independ basi 3. basic background in multivari calculu e.g. partial deriv basic optim 4. basic knowledg in python program and numpi disclaim thi cours is substanti more abstract and requir more program than the other two cours of the specialization. howev thi type of abstract think algebra manipul and program is necessari if you want to understand and develop machin learn algorithms.numpi linear princip compon analysi linear algebra project matrix python program matric analysi comput program algebra data-sci machine-learn

comput think for k-12 educ condit loop and if statementsadvancedw to make a game that end when you "catch" an object by click on it? or mayb you get point base on how close you came? you'll do that in thi class! thi class teach the concept of condit loop and if/els statements. for each concept we'll start by help you connect real-world experi you are alreadi familiar with to the program concept you are about to learn. next through a cognit scaffold process we'll engag you in develop your fluenci with problem solv with repeat until loop while loop and if/els statement in a way that keep frustrat at a minimum. along the way you will learn about the common challeng or "bugs" student have with these concept as well as way to help them find and fix those concepts. you'll also be guid in run classroom discuss to help student develop deeper understand of these concepts. final you'll learn how to support interact learn experi among your student with peer instruction. addit you will creat a resourc for your classroom to support an equit classroom.p condit loop vote teach method debug do while loop control flow interact rel chang and differ resourc social-sci educ

blockchain and busi applic and implicationsintermediateblockchain will bring about profound chang to busi and even to the natur of busi itself. thi technolog will disrupt how enterpris are fund and manag how they creat valu and even how they perform basic function like market and accounting. in thi cours you will learn how blockchain technolog will penetr into the structur of organizations. you will explor how blockchain will transform the role of the c-suit and how a blockchain can be use to manag and protect intellectu property. you will be abl to identifi the differ layer of the blockchain technolog stack and explain how these affect the govern of blockchain systems. as well you will be abl to identifi seven qualiti that a region in the world need in order to attract technolog startup and to build a vibrant blockchain ecosystem.intellectu properti leadership chief execut offic enabl innov collabor smart contract cryptocurr blockchain busi model busi business-essenti

fundament of account capstoneadvanced**y should complet all other cours in the fundament of account special befor begin thi course.** the capston project will be set in the context of a realist small-busi enterpris and will requir you to think deepli and appli the account concept present in the other cours in the fundament of accounting. while navig the daili oper of the busi you will have an opportun to consid the account implic of the econom event encount as well as how these econom event should be commun to decis makers. if you enjoy thi busi cours and are interest in an mba consid appli to the imba a flexibl fully-accredit onlin mba at an incred competit price offer by the univers of illinois. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.pro forma bookkeep merger & acquisit decis make i-messag incom statement break-even econom financi statement account futur contract busi business-essenti

java class and objectsbeginnerin object-ori program in a languag such as java class and object are often use interchang but there is a distinct between the two. a class is a blueprint for objects. in thi project you will creat an applic that defin a car class and creat one to mani car objects. a car class contain the common attribut all car have; color make and model. when a car object is made from the car class it is then assign a specif color such as a red nissan sentra or a blue toyota camry. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.euler' totient function class comput program c++ inventori java softwar platform objective-c sourc code order pair continu function class variabl computer-sci software-develop

introduct to system and network map with kumubeginnerin thi 1-hour long project-bas cours you will creat an interact multi-el relationship map as well as design visual for a real-world social network base on metric analyses. besid help you to make sens of complex data relationship map like the one we will build here are a great medium to visual present causal loop and stock and flow diagram as well as non-linear dynam within an ecosystem. thi project will also introduc you to some of the basic concept behind network theori which will inform the analys and interpret of the map you will create. the art and craft of creat and commun relationship map is applic to a wide rang of area from design and softwar engin to organ consult and commun building. and thi project is an access opportun for anyon to get some hands-on practic and knowledg on thi subject. so let' map! note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.map categor project run analysi euler' totient function commun interact commun build network theori data-sci data-analysi

scienc matter let' talk about covid-19beginnerwelcom to �scienc matter let' talk about covid-19� from the abdul latif jameel institut for diseas and emerg analyt j-idea at imperi colleg london. the outbreak of the novel coronaviru diseas covid-19 is the most signific public health emerg of the 21st centuri so far. as the epidem spread peopl around the world want to understand the scienc behind the most press question how mani peopl have been infected? how danger is the virus? when will a vaccin be available? how can the epidem be contain and the damag mitigated? what is the econom impact? what� the role of social media and local commun in the epidem response? research at j-idea and other research institut at imperi colleg london have been at the forefront of the respons to the covid-19 emerg with clinic epidemiolog and social scienc analys inform the outbreak response. they are gener robust empir evid that govern and intern agenc are use around the world to plan their responses. on thi cours you will hear directli from our world-class expert about the theori behind the analys of covid-19 and it spread while learn how to interpret new inform use core principl of public health epidemiolog medicin health econom and social science. you will be abl to watch regular situat report about the state of the epidem provid by the research of j-idea and it director professor neil ferguson. if you want to learn even more about these topic a number of free mooc are avail from imperi colleg london. we also offer a fulli onlin global master of public health for those of you who want to delv even deeper and join our profession community. pleas note thi cours wa launch in februari 2020 and we have continu to develop content as the covid-19 situat progress and new insight emerge. while we endeavour to includ the most recent inform thi is a fast-mov situat and inform is constantli changing. thi cours is to be use for educ purpos onli and is open to all and free of charge. the inform in thi cours doe not constitut clinic or other advic and must not be use for the purpos of provid ani clinic or other advice. if you have ani health concern pleas refer to your region health authorities� guidelin and consult a medic professional. pleas note the view express by individu in the cours content do not necessarili reflect those of imperi colleg london j-idea and ani other fund partners. imperi colleg london j-idea and ani other fund partner shall not be liabl to the maximum extent permit by law for ani loss suffer or for ani other advers or neg consequ aris directli or indirectli from your relianc on the inform contain in thi course.cas fatal rate health econom health system epidem prepared emerg infecti diseas epidem emerg manag public health outbreak life-sci public-health

altern approach to valuat and investmentintermediatein thi cours particip will develop an understand of the intuit foundat of asset and invest valuat and how altern valuat techniqu may be use in practice. thi is part of a special in corpor financ creat in partnership between the univers of melbourn and bank of new york mellon bni mellon. view the mooc promot video here http//tinyurl.com/h75pzt6estim real option market econom financ expect return systemat risk weight averag cost of capit asset invest real option valuat busi financ

infect prevent in nurs homesbeginnerlearn about the role of environ in diseas transmiss and how to implement standard and transmission-bas precaut to prevent the spread of antibiot resist bacteria and other infect in your facility.hygien infect prevent antibiot home directori nurs antibiot nurs home hand infect control life-sci public-health

facial express recognit with kerasbeginnerin thi 2-hour long project-bas cours you will build and train a convolut neural network cnn in kera from scratch to recogn facial expressions. the data consist of 48x48 pixel grayscal imag of faces. the object is to classifi each face base on the emot shown in the facial express into one of seven categori 0=angri 1=disgust 2=fear 3=happi 4=sad 5=surpris 6=neutral. you will use opencv to automat detect face in imag and draw bound box around them. onc you have train save and export the cnn you will directli serv the train model to a web interfac and perform real-tim facial express recognit on video and imag data. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and kera pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.faci comput vision tensorflow opencv convolut neural network face recognit artifici neural network kera flask facial express data-sci machine-learn

russian alphabetbeginnerrussian is consid to be one of the world' most difficult languages. thi cours is aim at help those who are interest in understand the basic of the russian languag and prepar learner to further their languag acquisition. upon complet of the cours student will have learn the structur of russian alphabet; how to write and read in russian; how to pronounc russian words; and recognis particular sound and word in speech. after complet the cours learner can continu to explor the languag on russian for beginn 1. the cours contain extens video and audio materi on the basic of russian phonetics. more than 150 exercis are provid for the learner to appli the knowledg they will learn on the course.stress russian memori languag english languag real estat broker languag learn korean languag materi r&d manag language-learn other-languag

nlp twitter sentiment analysisbeginnerin thi hands-on project we will train a naiv bay classifi to predict sentiment from thousand of twitter tweets. thi project could be practic use by ani compani with social media presenc to automat predict customer' sentiment i.e. whether their custom are happi or not. the process could be done automat without have human manual review thousand of tweet and custom reviews. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.model natur languag python program natur languag process analysi languag data analysi machin learn confus matrix sentiment analysi data-sci machine-learn

examin 508 complianc & access in chrome extensionsbeginnercr compliant materi is the right thing to do but it can seem like an expens undertak and an enorm high bar to meet. in thi project you will becom familiar with feder 508 complianc standard and how they can becom an asset to an organization� goal of connect individu with content in a meaning way. you will also gain hands-on experi with a no-cost techniqu for one compon of access testing. that is test for color blind access with the colorblindli extens in your chrome browser. by the end of thi project you will be abl to confid leverag chrome browser extens to test inform access so that you can ensur that as much of your audienc as possibl can intuit take in and interact with your organization� information. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.soci media social media market use case advertis softwar project chart content creation web spreadsheet softwar busi market

entrepreneurship i lay the foundationadvancedthi cours will explor the earlier stage of the entrepreneuri ventur process across four modules. the modul will examin the natur of growth and error in entrepreneuri set and how to manag resourc in those settings. in addit the modul will explor the emerg and exist of entrepreneuri opportun the formul of idea in relat to those opportun and how those opportun and idea influenc entrepreneuri phenomena. final the cours modul will focu on how busi concept underli compel entrepreneuri mission that provid guidanc to the evolut of a venture� busi model and futur strateg planning.market econom leadership entrepreneuri leadership product/market fit analysi entrepreneurship innov valu proposit market analysi proposit busi entrepreneurship

mbse model-bas system engineeringbeginnerthi model-bas system engin mbse cours and the digit thread cours featur earlier in thi special bring togeth the concept from across digit manufactur and design form a vision in which the geometri of a product is just one way of describ it. mbse is where the model result from the evolut of system requir design analysi verif and valid activ is the focu of design and manufacturing. student will gain an understand of system engin the model-bas approach to design and manufactur the digit twin and a roadmap toward a model-bas enterprise. student will be abl to explain the valu and expect of system engin and model-bas system engin and the underli motiv and opportun repres by a model-bas enterprise. they will develop the knowledg necessari to perform a baselin assess of an organization� potenti to leverag mbse. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the eighth cours in the digit manufactur & design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0 and featur a culmin project involv creation of a roadmap to achiev a self-establish dmd-relat profession goal. to learn more about the digit manufactur and design technolog special pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-camodel-bas system engin mechatron methodolog system model languag evalu mechan engin manufactur process manag process system engin model-bas definit physical-science-and-engin mechanical-engin

lead transform manag changeintermediatew live in a globalis world of continu change. your abil to success manag chang will allow you to have a posit impact on your work and your life. via structur learn activ video lectur quizz discuss prompt and written assess thi cours will teach you how to effect influenc chang by develop a �chang mindset� creat a product chang cycl and lead yourself and other on the chang journey. you will learn how to re-imagin chang by redefin the chang problem and develop a balanc and reflect chang mindset. chang is inevit but you can influenc how it affect your organisation.chang manag human error assess and reduct techniqu organiz chart storytel coercion decept influenc leadership commun leadership and manag busi leadership-and-manag

financi plan for young adultsconversantfinanci plan for young adult fpya develop in partnership with the cfp board is design to provid an introduct to basic financi plan concept for young adults. the fpya cours is organ across eight separ modul within a 4-week window. topic cover includ financi goal set save and invest budget financi risk borrow and credit. becaus financi plan is such a person topic you will be encourag to defin your own financi goal and object while we discuss concept and provid tool which can be appli in help you reach those goals. within each modul you will view a combin of tradit lectur style video along with video vignett that introduc financi topic for discuss among participants. the video vignett provid a uniqu and excit compon to thi course. each vignett introduc a real-world scenario where financi decis must be made and financi plan concept can be applied. you will be challeng to think critic about each scenario and decid how you might come to a resolut if ever face with a similar situation. final the cours also includ materi throughout which is focus on career opportun in financi plan includ video interview with actual cfp� profession and other profession work in thi excit and grow career area. the final modul in the class is devot to the topic of financi plan as a career.icm registri financ plan risk manag invest budget financi plan person advertis leadership and manag risk busi financ

account busi and societi the multi-facet role of accountingintermediatecours overview https//youtu.be/v1jj8yzq5u account profession are open up for more task and duti that requir their profession skill and knowledg nowaday and yet not exert their expertis just the way it use to be. without bog you down with the mechan of account thi cours provid an overview of the multi-facet role of account in busi and social contexts. you will get to know the essenti of busi and how they must work around the notion of ethic the corpor govern cg framework and how account function as one of the key player in the practices. an thrive area of corpor social respons csr is also discussed. an illustr approach will be adopt and you will be surpris by how close account is relat to thing happen around you in your daili lives. by the end of the cours you are abl to � describ the account process and differ form of busi entiti � explain the regulatori framework of account profess and how the profess can serv inform need of stakehold of differ form of busi entiti � describ the broad framework of ethic corpor govern and corpor social respons and their interrelationship � demonstr the knowledg and respect of ethic behaviour of individu busi and profession includ account in particular � explain what are good govern practic and how account contribut to such for both perform and conform purpos � identifi good or bad corpor govern and csr practic of busi by make refer to real-lif incidentslimit liabil sharehold behavior econom annual report corpor govern ethic audit corpor bond account leadership and manag busi business-essenti

commun busi analyt resultsadvancedth analyt process doe not end with model than can predict with accuraci or prescrib the best solut to busi problems. develop these model and gain insight from data do not necessarili lead to success implementations. thi depend on the abil to commun result to those who make decisions. present find to decis maker who are not familiar with the languag of analyt present a challenge. in thi cours you will learn how to commun analyt result to stakehold who do not understand the detail of analyt but want evid of analysi and data. you will be abl to choos the right vehicl to present quantit inform includ those base on principl of data visualization. you will also learn how to develop and deliv data-analyt stori that provid context insight and interpretation.strategi commun busi analyt analyt analysi present data analysi graph measur data visual data-sci data-analysi

intern and cross-cultur negotiationadvancedal of us are awar that cultur differ are signific and that they affect how we interact with other in busi and in leisur activities. but what is cultur exactli and how doe it impact on negoti in particular? thi cours will help you to be more precis about differ dimens of cultur from one region or countri to anoth while help you to avoid simplif clich� and stereotypes. it will also lead you to a better overal awar of your own culture. in addit the cours modul will guid you to a better understand of when and how cultur differ are like to influenc the differ dimens of a negoti - the peopl problem and processes. arm with that understand your awar prepar and strategi will be enhanc when you are face with negoti from cultur and region differ from your own. your abil to anticip and react your negoti flexibl will be improv and refined. the cours also give you a concret look at quit differ nation and region negoti style we look at the french chines north american and middl eastern. in addit an examin of negoti in two multicultur set european union institut on the one hand and the recent cop 21 climat confer in pari on the other highlight the import of well-design negoti process for get both effici and fairness.cultur person author cross-cultur commun nonverb commun negoti conflict resolut cultur intellig commun middl east busi leadership-and-manag

introduct to battery-manag systemsintermediatethi cours can also be taken for academ credit as ecea 5730 part of cu boulder� master of scienc in electr engin degree. thi cours will provid you with a firm foundat in lithium-ion cell terminolog and function and in battery-management-system requir as need by the remaind of the specialization. after complet thi cours you will be abl to -\tlist the major function provid by a battery-manag system and state their purpos -\tmatch batteri terminolog to a list of definit -\tidentifi the major compon of a lithium-ion cell and their purpos -\tunderstand how a battery-manag system �measures� current temperatur and isol and how it control contactor -\tidentifi electron compon that can provid protect and specifi a minimum set of protect need -\tcomput store energi in a batteri pack -\tlist the manufactur step of differ type of lithium-ion cell and possibl failur modesexergi microgrid stoichiometri batteri manag system quantiz signal process age process electron leadership and manag electr vehicl energi physical-science-and-engin electrical-engin

probabl and statist to p or not to p?beginnerw live in an uncertain and complex world yet we continu have to make decis in the present with uncertain futur outcomes. inde we should be on the look-out for "black swans" - low-prob high-impact events. to studi or not to study? to invest or not to invest? to marri or not to marry? while uncertainti make decision-mak difficult it doe at least make life exciting! if the entir futur wa known in advanc there would never be an element of surprise. whether a good futur or a bad futur it would be a known future. in thi cours we consid mani use tool to deal with uncertainti and help us to make inform and henc better decis - essenti skill for a lifetim of good decision-making. key topic includ quantifi uncertainti with probabl descript statist point and interv estim of mean and proport the basic of hypothesi test and a select of multivari applic of key term and concept seen throughout the course.prob distribut probabl & statist student residu gener statist statist hypothesi test hypothesi p-valu hypothesi test mont carlo method probabl data-sci probability-and-statist

profession develop improv yourself alwaysintermediateth world of work is characteris by rapid ongo change. in thi dynam environ one of the most critic skill for leader is their capac to learn and to adapt; to engag in the continu develop of their skill in manag and lead others. thi cours will assist you in the ongo develop of your skill and abil by focus on the natur of the self-develop process. you will reflect on and develop self-awar of your current leadership style to understand the strength you need to develop and which challeng you will face as a leader. the cours also examin the chang process and explor the process of self-regul that underpin person skill development.process profession develop self-awar cognit strategi evalu social cognit theori leadership style self-reflect self-help leadership busi leadership-and-manag

identifi social entrepreneurship opportunitiesadvancedthi cours will clarifi the definit and mean of social entrepreneurship and will focu on the need to learn about the sourc and root of a social problem. you will be introduc to differ perspect about social entrepreneurship and you will learn about complementari and opportunist asset which will help you to detect an opportun and develop an idea of how to creat a busi for social change. from a practic perspect you will be ask to initi a team format process and start to think about a problem topic that you want to address with your social ventur in the future. you will work in a team to research thi topic and will gradual start to think about a particular opportun and identifi a purpos for your social ventur project.soci entrepreneurship strategi model agricultur market entrepreneurship social busi model empathi social support project team microfin busi entrepreneurship

recommend system evalu and metricsintermediatein thi cours you will learn how to evalu recommend systems. you will gain familiar with sever famili of metric includ one to measur predict accuraci rank accuraci decision-support and other factor such as divers product coverag and serendipity. you will learn how differ metric relat to differ user goal and busi goals. you will also learn how to rigor conduct offlin evalu i.e. how to prepar and sampl data and how to aggreg results. and you will learn about onlin experiment evaluation. at the complet of thi cours you will have the tool you need to compar differ recommend system altern for a wide varieti of uses.measur evalu machin learn a/b test euler' totient function decis support system match mean reciproc rank perform recommend system data-sci machine-learn

manag uncertainti in market analyticsadvancedmarket must make the best decis base on the inform present to them. rare will they have all the inform necessari to predict what consum will do with complet certainty. by incorpor uncertainti into the decis that they make they can anticip a wide rang of possibl outcom and recogn the extent of uncertainti on the decis that they make. in incorpor uncertainti into market decis learner will becom familiar with differ method to recogn sourc of uncertainti that may affect the market decis they ultim make. we eschew special softwar and provid learner with the foundat knowledg they need to develop sophist market model in a basic spreadsheet environment. topic includ the develop and applic of mont carlo simul and the use of probabl distribut to character uncertainty.lectur analyt market student residu probabl evalu market analysi valu of inform probabl distribut likelihood function busi market

creat a simpl gantt chart use googl sheetsbeginnerbi the end of thi project you will be abl to creat a simpl gantt chart use googl sheets. you will have a better understand of how to use thi tool to help track and present project schedules. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project present english languag financ gantt chart show me! chart document save softwar engin busi financ

mind in integr healthcareintermediatebi the end of thi cours you will be abl to assess when mind may be help for your patient or client educ them about it potenti benefit and refer them to mind program and resources. to begin you will explor what mind is and is not through present and direct experience. you will also learn about the research support the benefit and risk of mind for variou condit as well as how to identifi contraindications. final you will learn about the benefit of thi practic for you as a busi healthcar provider. continu educ credit thi cours ha been design to meet minnesota board of nurs continu educ requir for 10 contact hour and may be elig for ce credit from other profession board that allow self-docu of continu educ activities. it is your respons to check with your regulatori board to confirm thi cours meet your local requir and if necessari to provid them with the certif of complet you get if you pay for and fulfil all the requir of thi course.medit psycholog mental health pain manag mind anxieti function medicin patient ayurveda guid medit life-sci research

the foundat of cybersecurityintermediatein order to manag the cybersecur function busi you must first understand it languag and it environment. thi cours cover the foundat of cybersecur includ threat and vulner as well as the tool technolog and strategi use to manag it. after complet thi cours a learner will be abl to ?\tdefin key concept and terminolog in cybersecur ?\tidentifi threat to cybersecur ?\tidentifi strategi to identifi and remedi vulner in inform asset ?\tidentifi the system compon includ personnel necessari for an effect cybersecur programcisco privaci incid manag cyber secur standard broadcast network data secur secur cybercrim digit forens keystrok log information-technolog secur

introduct to engin mechanicsintermediatethi cours is an introduct to learn and appli the principl requir to solv engin mechan problems. concept will be appli in thi cours from previou cours you have taken in basic math and physics. the cours address the model and analysi of static equilibrium problem with an emphasi on real world engin applic and problem solving. the copyright of all content and materi in thi cours are own by either the georgia tech research corpor or dr. wayn whiteman. by particip in the cours or use the content or materi whether in whole or in part you agre that you may download and use ani content and/or materi in thi cours for your own person non-commerci use onli in a manner consist with a student of ani academ course. ani other use of the content and materi includ use by other academ univers or entiti is prohibit without express written permiss of the georgia tech research corporation. interest parti may contact dr. wayn whiteman directli for inform regard the procedur to obtain a non-exclus license.human learn critic think physic civil engin analysi hydraul mechan engin c dynam memori alloc problem solv static analysi physical-science-and-engin mechanical-engin

green the economi lesson from scandinaviaintermediatehow can we live a good life on one planet with over seven billion people? thi cours will explor green the economi on four level � individu busi citi and nation. we will look at the relationship between these level and give mani practic exampl of the complex and solut across the levels. scandinavia a pioneer place advanc sustain and combat climat chang is a uniqu start point for learn about green the economy. we will learn from mani initi attempt in scandinavia sinc the 1970 which are all potenti help and use for other countri and contexts. the intern institut for industri environment econom iiiee at lund univers is an intern centr of excel on strategi for sustain solutions. the iiiee is ideal suit to understand and explain the interdisciplinari issu in green economi utilis the divers disciplinari background of it intern staff. the iiiee ha been research and teach on sustain and greener economi sinc the 1990 and it ha extens intern network connect with a varieti of organizations.strategi environment econom sustain sustain busi economi carbon offset econom green economi econom of sustain green strategi physical-science-and-engin environmental-science-and-sustain

lead healthcar qualiti and safetyintermediateensur patient safeti and healthcar qualiti is critic and should be a key focu of everyon in healthcar practice. thi cours provid healthcar practition and other with an introduct to the knowledg and skill need to lead patient safeti and qualiti improv initi at the micro and macro levels. particip will explor the foundat of health care qualiti and the scienc underli patient safeti and qualiti improv design and select effect health care measur analyz patient safeti problem and process use tool such as human factor analysi appli systemat approach includ the plan-do-study-act pdsa model to address qualiti improv challeng and learn strategi to lead a cultur of change. the cours take a world view of patient safeti and qualiti link particip to research and resourc from the world health organ who the us agenc for healthcar research and qualiti ahrq the joint commiss and other intern organizations. cours highlight includ person stori lesson learn from other industri and interview with the presid of the nation committe for qualiti assur ncqa and other leader in qualiti movement. about the georg washington univers school of nurs rank among the top nurs school by u.s. new & world report the georg washington univers school of nurs educ and inspir nurs to provid high-qual compassion person-cent health care. the school develop leader activ engag in health promot patient advocaci and healthcar innov and prepar except nurs educ who pursu qualiti and advanc the profession. the school of nurs is commit to improv the health and wellb of peopl and commun local nation and globally. the school valu lifelong learn and it student advanc nurs practic leadership and educ as they make a differ in the world.med error safeti healthcar qualiti leadership and manag leadership patient safeti health care patient hazard analysi and critic control point measur life-sci healthcare-manag

market mix fundamentalsintermediatemarket mix fundament prepar you for arguabl the most import stage of bring your product to market - how and where are you go to market it? it set out a detail introduct to the four p� of market product price place and promot thi cours forc you to strateg analyz your product and/or service. the product session is design to provid you with the knowledg to understand and manag the strateg role of brand and product in gener busi result whilst the focu on price will cover the main concept and techniqu to formul prices. compliment thi with skill from the �p� session place where you consid channel and retail strategi with the overrid object of defin a distribut strategi for your product or service. final through the promot activ commun session explor the differ commun channel avail and understand the import of the media plan deal specif with social media and omni-channel strategy. ie professor maria teresa aranzab and fernando corti�a will guid you through thi incred import stage of market strategi use expert interview with industri professionals. after thi cours you will be readi to decid where and how you want to market your product.market commun promot mix price commun market channel manag market strategi market mix strategi trade market busi market

build interact 3d charact and social vradvancedmeet anoth person is one of the most amaz experi you can have in virtual reality. it is quit unlik commun through ani other medium except a real life face-to-fac conversation. becaus the other person is life size and share a virtual space with you bodi languag work in a way that cannot be done on a flat screen. thi cours will enabl you to creat realist social interact in vr. you will learn about both the psycholog of social interact and the practic skill to implement it in unity3d. we will take you through the basic of 3d charact anim and how to creat bodi language. you will learn about how to make charact that can respond to players� speech and bodi language. you will also learn about avatar the virtual represent of other player and agent comput control npc charact and how to implement both of them. as mani peopl have said befor us social is the futur of vr. thi cours will help you becom part of the futur of virtual realiti social experiences.everyday life interact comput facial anim comput anim virtual realiti skelet anim motion captur blush facial express experi computer-sci design-and-product

the global financi crisisintermediateform u.s. secretari of the treasuri timothi f. geithner and professor andrew metrick survey the caus event polici respons and aftermath of the recent global financi crisis.financi market crisi financi system risk market econom global global financi system global financi crisi financi crisi financ social-sci econom

introduct to the orbit perspectiveadvancedth goal of thi cours are to develop the student� critic think skill global awar and abil to work as an integr part of a team in an increasingli complex global job market. the cours provid a foundat in such skill as team build collabor and elev empathi use real-world scenario from some of world� most effect collabor project includ the earthrise-2068 project. live on the intern space station wa a power transform experience�on that could hold the key to solv our problem here on earth. on space walk and through window cours instructor ron garan wa struck by the stun beauti of the earth from space but sober by know how much need to be done to help thi troubl planet. and yet on the intern space station garan a former fighter pilot wa work work side by side with russian who onli a few year befor were �the enemy.� if fifteen nation could collabor on one of the most ambiti technolog complic undertak in histori sure we can appli that kind of cooper and innov toward creat a better world. in thi cours garan will convey what it wa like learn to work with a divers group of peopl in an environ onli a hand of human be have ever known. but more importantli the cours will address how we can appli the orbit perspect here at home embrac new partnership and process to promot peac and combat hunger thirst poverti and environment destruction. thi cours is a call to action for each of us to care for the most import space station of all planet earth. the cours will also involv particip in the earthrise-2068 project. work with peopl from around the world student will help craft a vision of our futur in the year 2068. student will also help craft a crowdsourc strategi for both the co-envis futur of the world in 2068 and a roadmap to get there. student will also particip in the craft of a �call-to-action� to be deliv at the unit nation gener assembl in septemb 2017.motiv collabor rel chang and differ climat chang order pair worm's-ey view global experi histori interact social-sci governance-and-societi

machin translationadvancedwelcom to the clics-machin translat mooc thi mooc explain the basic principl of machin translation. machin translat is the task of translat from one natur languag to anoth natur language. therefor these algorithm can help peopl commun in differ languages. such algorithm are use in common applic from googl translat to app on your mobil device. after take thi cours you will be abl to understand the main difficulti of translat natur languag and the principl of differ machin translat approaches. a main focu of the cours will be the current state-of-the-art neural machin translat technolog which use deep learn method to model the translat process. you will be abl to decid which concept fit your machin translat applic best. thi cours is taught by prof. dr. alexand waibel http//isl.anthropomatik.kit.edu/english/2174.php and assist professor dr. jan niehu https//www.maastrichtuniversity.nl/jan.niehues.machin translat artifici neural network log-linear model statist machin translat languag model neural machin translat beam search translat natur languag process n-gram data-sci machine-learn

agil plan for softwar productsadvancedthi cours cover the techniqu requir to break down and map requir into plan that will ultim drive softwar production. upon success complet of thi cours you will be abl to - creat effect plan for softwar develop - map user requir to develop task - assess and plan for project risk - appli velocity-driven plan techniqu - gener work estim for softwar productsrisk leadership and manag softwar engin plan project risk manag softwar agil softwar develop estim agil manag computer-sci software-develop

function program design in scalabeginnerin thi cours you will learn how to appli the function program style in the design of larger applications. you'll get to know import new function program concept from lazi evalu to structur your librari use monads. we'll work on larger and more involv exampl from state space explor to random test to discret circuit simulators. you�ll also learn some best practic on how to write good scala code in the real world. sever part of thi cours deal with the question how function program interact with mutabl state. we will explor the consequ of combin function and state. we will also look at pure function altern to mutabl state use infinit data structur or function reactiv programming. learn outcomes. by the end of thi cours you will be abl to - recogn and appli design principl of function program - design function librari and their api - compet combin function and state in one program - understand reason techniqu for program that combin function and state - write simpl function reactiv applications. recommend background you should have at least one year program experience. profici with java or c# is ideal but experi with other languag such as c/c++ python javascript or rubi is also sufficient. you should have some familiar use the command line. thi cours is intend to be taken after function program principl in scala https//www.coursera.org/learn/progfun1.evalu stream design pattern scala program function design comput program reactiv program lazi evalu function program monad function program computer-sci software-develop

softwar architectur for the internet of thingsadvancedthi cours will teach you how to design futureproof system that meet the requir of iot system system that are secur interoper modifi and scalable. moreov you'll learn to appli best-in-class softwar architectur method to help you design complex iot and other applications. lastli you'll come to understand the busi impact of the technic decis that you make as an iot system architect. you'll learn all about softwar architectur in the next 5 weeks! in the first week you'll discov whi have a well-design architectur is import and which challeng you might come across while develop your architecture. by the end of the second week you'll alreadi be abl to write your own requirements! in the third and fourth week you will learn how to correctli write qualiti attribut and qualiti attribut scenario for a specif case. in the last week you'll learn to describ your own pattern and tactic and see how they'r use in an android framework.internet softwar internet of thing inform technolog architectur capgemini non-funct requir architectur softwar requir softwar architectur architectur pattern computer-sci software-develop

strateg organ designadvancedstrateg organ design will introduc new topic and modul with even more real world exampl and opportun for student interact than it predecessor competit strategi https//www.coursera.org/learn/competitive-strategi and advanc competit strategi https//www.coursera.org/learn/advanced-competitive-strategy. the final cours in the competit strategi and organ design special cover the intern work of an organ and it interact with the outsid world. where the first two cours mainli cover the way firm interact with the outsid world in particular competitor and complementor the third cours look at the way a firm� organ should be design to compet effectively.strategi market econom corpor bond trade-off competit motiv strateg plan organiz structur organ design organiz chart busi business-strategi

new approach to counter terror counter violent extremismbeginnerth �new approach to counter terror counter violent extremism� cours offer by the nation consortium for the studi of terror and respons to terror start is a multi-week interact cours design to help student explor both pragmat and philosoph challeng that continu to shape the evolut of counter violent extrem cve a global secur paradigm. start a depart of homeland secur emeritu center of excel and research train and educ center hous at the univers of maryland within the colleg of behavior and social scienc bso serv as a lead voic in the nation and intern dialogu regard cve. start� director and the cours instructor bill braniff will introduc the concept of cve and explor the promis of cve as a more comprehens and proactiv approach to the complex phenomenon of violent extremism. thi 3.5 hour cours will take an in-depth look at cve as a rel new area of polici and practice. as such thi mooc can serv as an awareness-rais cours target anyon interest in terror commun resili secur polici and/or civil right issues. the cours is broadli interdisciplinari and ha no prerequisites. upon complet of thi cours student will be abl to 1. differenti between two way of address violent extrem counterterror ct and counter violent extrem cve; 2. explain the cve spectrum of non-viol approach to counter terror includ prevent intervent and rehabilitation/reintegr programs; 3. make sound analyt judgment about cve program and their potential.law deradic violent extrem terror mental health crime violenc counter-terror polic prison social-sci governance-and-societi

architect smart iot devicesadvancedthi cours will teach you how to develop an embed system device. in order to reduc the time to market mani pre-mad hardwar and softwar compon are avail today. you'll discov all the avail hardwar and softwar compon such as processor famili oper system board and networks. you'll also learn how to actual use and integr these components. at the end of the cours you will be readi to start architect and implement your own embed device! you'll learn how to debug and finetun your devic and how to make it run on a low power supply.internet of thing internet debugg comput multitask embed c home autom softwar engin real-tim oper system devic driver program tool computer-sci computer-security-and-network

prototyp and designadvancedin thi cours you will learn how to design and prototyp user interfac to address the user and task identifi in user research. through a seri of lectur and exercis you will learn and practic paper- and other low-fidel prototyp techniques; you will learn and appli principl from graphic design includ design patterns; you will learn to write a design rationale; and you will learn how to design for specif popul and situat includ principl and practic of access design.design pattern paper prototyp commerci design user interfac interact design interact design pattern user experi interfac usabl user interfac design computer-sci design-and-product

water resourc manag and policyintermediatewat manag today is face with new challeng such as climat chang or the effect of human activity. public and privat stakehold who are activ in thi field must develop new way to better manag the water cycl "a a whole". the object of thi mooc is to develop an understand of the problem relat to water management. firstli thi cours will defin a resourc and more specif the resourc of water. it will look at how water is use and the activ associ with it as well as ani potenti conflicts. the cours will look at water manag in detail through the analysi of the differ type of right and oblig associ with for exampl the develop of a multi-sectori regul system or a watersh manag approach. by the end of thi cours our aim is to enabl you to 1 identifi the main issu and strategi link to water resourc manag 2 acquir the key read materi need to understand the mani variabl environment institut and polit which affect water and which in term of manag may requir adjustment. thi cours wa develop by the geneva water hub. alongsid research from the univers of geneva from a rang of faculti research from other univers and research centr will be involv in thi course. practition who deal daili with the polit dimens of water manag will also input into the course. thi mooc is design for all those interest in the water sector. prior train is not necessari to follow our program. the find present in thi cours can be easili reappli to differ context and to differ scale of analysis. thi mooc is support by the geneva water hub and the univers of geneva along with the mooc in � ecosystem servic a method for sustain develop � www.coursera.org/learn/ecosystem-servic and the one in "intern water law" www.coursera.org/learn/droit-eau. thi cours is fund by the global programm water initi of the swiss agenc for develop and cooper sdc. thi cours is also avail in french www.coursera.org/learn/gestion-eauintern law leadership and manag polici analysi resourc resourc manag analysi law water resourc manag intern relat watersh manag social-sci governance-and-societi

electr util fundament and futurebeginnerthi cours give you the insid track to a complic industry. the approach of thi cours is truli uniqu in how it approach and engag learners. it look at the electr util industri which ha remain critic to our qualiti of life health and comfort from the eye of numer industri expert through on-loc interview compel visual and animation. you will benefit from have the insid track becaus you see some behind-the-scen inform not cover in news stori social media or even if we are in the busi ourselves. each week you not onli learn what is chang but why. as thi industri continu to unfold at an unpreced pace you will be arm with knowledg and insight to form inform opinion support decis you will increasingli make for your energy-depend home and businesses. thi cours kick off with anim crash cours on industri histori highlight aspect of the structur govern and technolog that remain today despit the passag of time. then throughout the modul you will build some basic about how electr get to you who watch over decis includ set rates. thi inform establish a knowledg foundat so that when we explor some of the most critic topic like renew energi smart grid batteri storag and you can think about it from a much more analyt and critic viewpoint. you will develop a framework for make sens of thi industri that will benefit you beyond thi course. thi industri can get pretti complic and thi cours will help you make more sens of it. electr util fundament and futur is the cours for you whether you�r just curiou about the industri or an industri veteran look to grow � or think about join the industry. hint now is a good time. you'll learn whi in thi course. no prior educ or experi required. you just need a healthi curios and an open mind to learn about an industri that i think a lot of us includ myself sometim take for granted.custom satisfact energi leadership and manag renew energi energi effici electr engin gener util microgrid smart grid physical-science-and-engin environmental-science-and-sustain

the age of sustain developmentnot calibratedth age of sustain development" give student an understand of the key challeng and pathway to sustain develop - that is econom develop that is also social inclus and environment sustainable.human learn plan climat chang econom analysi sustain sustain energi econom develop environment protect energi physical-science-and-engin environmental-science-and-sustain

the bit and byte of comput networkingconversantthi cours is design to provid a full overview of comput networking. we�ll cover everyth from the fundament of modern network technolog and protocol to an overview of the cloud to practic applic and network troubleshooting. by the end of thi cours you�ll be abl to ? describ comput network in term of a five-lay model ? understand all of the standard protocol involv with tcp/ip commun ? grasp power network troubleshoot tool and techniqu ? learn network servic like dn and dhcp that help make comput network run ? understand cloud comput everyth as a servic and cloud storagemodel ipv6 address domain name system wireless network cloud comput wireless network model network layer comput network ipv4 information-technolog network

network in googl cloud hybrid connect and network managementconversantthi self-pac train cours build on the network in googl cloud defin and implement network cours and enhanc particip studi of network option on googl cloud. through record lectur demonstr and hands-on lab particip explor and deploy googl cloud network technolog such as the interconnect among network common network design pattern and the autom deploy of network use deploy manag or terraform. the cours also cover network price and bill to help you optim your network spend and monitor and log featur that can help you troubleshoot your googl cloud network infrastructure. to get the most out of thi cours particip should have *complet googl cloud fundament core infrastructur or have equival experi *complet network in googl cloud defin and implement network *prior understand of the osi 7-layer model *prior understand of ipv4 address *prior experi with manag ipv4 routescloud platform googl cloud platform cloud comput network servic plan network manag network plan and design network monitor network analysi leadership and manag information-technolog network

creat a visual schedul with googl slidesconversantbi the end of thi project you will have creat a visual schedul that you can use with your class to provid structur for their day. visual schedul can reliev ani anxieti student may have about what come next and provid an opportun to discuss ani chang to the day. thi will help your student feel more calm and readi to learn. visual schedul are also essenti tool for student with autism spectrum disord or learn needs. by use a visual schedul you can differenti their learn goal for the day in a way that allow them to feel prepar for each new task and readi to move on when each task is complete. throughout thi project we will work togeth to creat a visual schedul that is modifi to fit your class or student� needs. *you will need a free googl account for thi project.differenti instruct project schedul project mine onlin learn anxieti onlin machin learn account c dynam memori alloc student fee social-sci educ

resili in children expos to trauma disast and war global perspectivesbeginnerhow do children overcom hazard experi to succeed in life? what can be done to protect young peopl at risk from trauma war disast and other adversities? learn about the import of foster resili in children at risk. dure thi cours particip will learn how trauma can affect children and the system they depend on gain insight into core concept research method and lesson learn in last 50 year of resili research learn how research is be appli in the real world through intervent that promot resili and engag in discuss with other who are work with children at risk around the world particip are welcom to take the mooc at no cost or to regist for a cours certif $49. those who regist and earn a cours certif from coursera also are elig to sign up for continu educ clock hour through the univers of minnesota. particip can earn 10 clock hour of continu educ credit ad cost $99 from the colleg of educ and human develop at the univers of minnesota. go here http//z.umn.edu/1a5q to regist for continu educ clock hour for complet thi course.child develop famili therapi protect factor war psycholog first aid child neurobiolog resili youth psycholog trauma life-sci psycholog

properti and liabil an introduct to law and economicsnot calibratedthink about the oldest and most familiar principl of american law properti and proport liabil in a new and surpris way and learn to appli econom reason to an especi import and interest aspect of life.crim extern intellectu properti econom law resourc .properti payment cost legal liabil social-sci law

econom of money and bankingintermediateth last three or four decad have seen a remark evolut in the institut that compris the modern monetari system. the financi crisi of 2007-2009 is a wakeup call that we need a similar evolut in the analyt apparatu and theori that we use to understand that system. produc and sponsor by the institut for new econom think thi cours is an attempt to begin the process of new econom think by reviv and updat some forgotten tradit in monetari thought that have becom newli relevant. three featur of the new system are central. most import the intertwin of previous separ capit market and money market ha produc a system with new dynam as well as new vulnerabilities. the financi crisi reveal those vulner for all to see. the result wa two year of desper innov by central bank author as they tri first thi and then that in an effort to stem the collapse. second the global charact of the crisi ha reveal the global charact of the system which is someth new in postwar histori but not at all new from a longer time perspective. central bank cooper wa key to stem the collaps and the detail of that cooper hint at the outlin of an emerg new intern monetari order. third absolut central to the crisi wa the oper of key deriv contract most importantli credit default swap and foreign exchang swaps. modern money cannot be understood separ from modern financ nor can modern monetari theori be construct separ from modern financi theory. that' the reason thi cours place dealer in both capit market and money market at the veri center of the pictur as profit-seek supplier of market liquid to the new system of market-bas credit.crisi bank financ shadow bank system economi econom market econom global money market shadow ban social-sci econom

how entrepreneur in emerg market can master the blockchain technologyadvancedin thi cours you will gain a thorough understand of the blockchain and distribut ledger technolog includ an introduct to the necessari foundat in cryptography. the cours will discuss blockchain as a distribut ledger and introduc distribut consensu as a mechan to maintain the integr of the blockchain. the other revolutionari technolog that are chang the world as we speak are artifici intellig and machin learning. you will learn about the three major type of ai algorithm supervis and unsupervis machin learn as well as reinforc learning. you will learn about the applic of blockchain outsid of finance. in particular how blockchain fundament chang the way we deal with our person data. you will see how the web 2.0 model--wher big compani like facebook and googl collect as much of your person data as possibl to sell it to third parties--i come to an end. the new web 3.0 is decentr and use the power of the blockchain to put user in full control over their own data. final we will look at the benefit and consider of blockchain and whether blockchain is the right solut for your problem. #uctfintechconsensu comput scienc financi market secur fintech entrepreneurship entri point blockchain consensu decision-mak financi system proof-of-stak busi financ

classic paper in molecular geneticsnot calibratedy have all heard about the dna doubl helix and genes. mani of you know that mutat occur randomli that the dna sequenc is read by success group of three base the codon that mani gene encod enzym and that gene express can be regulated. these concept were propos on the basi of astut genet experi as well as often on biochem results. the origin articl were these concept appear are howev not frequent part of the normal curriculum of biologist biochemist and medic students. thi cours propos to read studi and discuss a small select of these classic paper and to put these landmark in their histor context. most of the author display interest person histori and mani of their contribut go beyond not onli the paper we will read but probabl all their scientif papers. our understand of the scientif process of the philosophi underli the process of scientif discoveri and on the integr of new concept is not onli import for the histori of scienc but also for the mental develop of creativ science.bacteria protein molecular biolog biolog gene genet metabol dna molecular genet biochemistri life-sci basic-sci

imag super resolut use autoencod in kerasbeginnerwelcom to thi 1.5 hour long hands-on project on imag super resolut use autoencod in keras. in thi project you�r go to learn what an autoencod is use kera with tensorflow as it backend to train your own autoencod and use thi deep learn power autoencod to significantli enhanc the qualiti of images. that is our neural network will creat high-resolut imag from low-r sourc images. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and kera pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.super-resolut imag loss function artifici neural network front and back end machin learn autoencod imag resolut tensorflow kera python program data-sci machine-learn

negoti learner differ toward product divers in learningadvancedan investig of the dimens of learner divers materi class local corpor age race sex and sexual and physic and mental characterist and symbol cultur languag gender famili affin and persona. examin social-cultur theori of differ as well as consid altern respons to these differ in educ set - rang from broad institut respons to specif pedagog respons within class of students. the cours also focus on the applic of learn technolog and new media to meet the need of divers popul of learners. it main practic question is how do we use educ technolog to creat learn environ in which learn experi can be custom and calibr to meet the precis need of particular learners? topic includ univers design for learn differenti instruct system and adapt and person learn environments. -------------------------------- relat resourc -------------------------------- thi cours is base on the follow book https//www.amazon.com/new-learning-mary-kalantzis-ebook/dp/b0096r1fum addit onlin resourc are avail here https//newlearningonline.com/new-learn -------------------------------- take thi cours for credit at the univers of illinoi -------------------------------- thi cours ha the same content and anticip the same level of contribut by student in the e-learn ecolog cours offer to graduat certif master and doctor level student in the learn design and leadership program in the colleg of educ at the univers of illinois. of cours in the natur of mooc mani peopl will just want to view the video and casual join some of the discussions. some peopl say that these limit kind of particip offer evid that mooc suffer from low retent rates. far from it � we say that ani level of engag is good engagement. on the other hand if you would like to take thi cours for credit at the univers of illinoi you will find more inform about our program here https//newlearningonline.com/kalantzis-and-cope/learning-design-and-leadership-program and you can appli here https//education.illinois.edu/epol/programs-degrees/ldl -------------------------------- the learn design and leadership seri of mooc -------------------------------- thi cours is one of a seri of eight mooc creat by bill cope and mari kalantzi for the learn design and leadership program at the univers of illinois. if you find thi mooc help pleas join us in others! e-learn ecolog innov approach to teach and learn for the digit age https//www.coursera.org/learn/elearn new learn principl and pattern of pedagogi https//www.coursera.org/learn/newlearn assess for learn https//www.coursera.org/learn/assessmentforlearn learn knowledg and human develop https//www.coursera.org/learn/learning-knowledge-human-develop ubiquit learn and instruct technolog https//www.coursera.org/learn/ubiquitouslearn negoti learner differ toward product divers in learn https//www.coursera.org/learn/learnerdiffer literaci teach and learn aim approach and pedagogi https//www.coursera.org/learn/literacy-teaching-learn multimod literaci commun and learn in the era of digit media https//www.coursera.org/learn/multimodal-literaciesdifferenti instruct fundrais negoti instruct design educ histori teach resourc augment assign sex social-sci educ

introduct to busi analyt commun with dataadvancedthi cours introduc student to the scienc of busi analyt while cast a keen eye toward the art use of number found in the digit space. the goal is to provid busi and manag with the foundat need to appli data analyt to real-world challeng they confront daili in their profession lives. student will learn to identifi the ideal analyt tool for their specif needs; understand valid and reliabl way to collect analyz and visual data; and util data in decis make for their agenc organ or clients.visu commun data visual analyt busi analysi microsoft excel busi analyt commun analysi digit market data analysi busi leadership-and-manag

ecolog ecosystem dynam and conservationbeginnerthi cours is an introduct to ecolog and ecosystem dynam use a system think lens. through a case studi on mozambique' gorongosa nation park learner will explor how scientist studi ecosystem and investig the complex array of factor that inform manag efforts. at the end of the cours learner will be abl to grappl with real-world conserv question such as whether an ecosystem can recov from anthropogen disrupt and what role human can and should play in that recovery.ecolog ecosystem thought biolog biodivers conserv biolog system think ecosystem wildlif conserv popul life-sci basic-sci

the strategi of content marketingbeginnerthi cours is a partnership between the lead content market author copyblogg and uc davi continu and profession education. in thi cours you will learn the core strategi content market use to acquir and retain custom profitably. specif you will learn how to develop organ and implement a content market strategi analyz and measur the effect of content market write compel copi use a strateg framework when write and build your profession brand and author through content marketing. you will also learn how to put the idea present to you into action and build your own person brand through content marketing.market write content strategi market content develop content market market copi strategi content develop leadership and manag market strategi busi market

agil analyticsbeginnerfew capabl focu agil like a strong analyt program. such a program determin where a team should focu from one agil iter sprint to the next. success analyt are rare hard to understand and are often startl in their clarity. in thi cours develop at the darden school of busi at the univers of virginia you'll learn how to build a strong analyt infrastructur for your team integr it with the core of your drive to value. as a project manag institut pmi� regist educ provid the univers of virginia darden school of busi ha been approv by pmi to issu 25 profession develop unit pdu for thi cours which focus on core compet recogn by pmi. provid #2122touchpoint product manag analyt user stori scrum softwar develop leadership and manag usabl java annot usabl test agil manag computer-sci design-and-product

sale & market alignmentadvancedwelcom to cours 4 � sale & market alignment. thi cours focu on what is consid by most academ and practition as the biggest challeng that sale profession have to face. as we discuss in cours 1 � effect sale strategi and sale must be integr to support a high potenti for valu creation through the sale functions. we also mention that strategi and sale integr can be support by market functions. the discuss then went through sale strategi support by intellig analysi cours 2 sale model and framework to support sale plan cours 3. by the consequ at thi point of thi special you are in a good posit to go further in the sale plan and manag functions. and thi is the moment to tackl one of the biggest challeng that most sale profession must address with dilig � sale & market alignment. the primari learn outcom of thi cours is to prepar you to appli concept to support thi align with prescript and recommend that contribut to improv the alignment. the improv in the knowledg compet and skill regard sale & market align will contribut to increas the potenti for valu creation from a strateg sale plan approach.sal strategi market sale manag retail channel sale leadership and manag strategi strateg plan market econom market manag busi business-strategi

aerial photographi with uavadvancedth purpos of the cours is to provid student with knowledg about the technolog of aerial photographi use unman aerial vehicl uavs. the cours object includ knowledg about variou aircraft and payload the geodet control creation flight plan and their implement the main stage of data process and applic of the result obtained. the cours is develop by spbu togeth with geoscan group � the lead russian uav manufactur and process softwar developer. thi allow us to make the cours fulfil with the practic aspect of aerial photographi with uav. upon complet of thi cours student will be abl to - select the aircraft and payload depend on the task and terrain conditions; - plan flight mission. student will know - the uav composition; - requir for geodet control of flights; - data processing; - type of the result and their usage. thi cours preced the previous creat cours - �photogrammetr process of aerial photographi materi from uav�.inequ mathemat lectur approxim error measur modulo oper photogrammetri ternari condit oper entri point null coalesc oper pixel computer-sci design-and-product

advanc relat databas and sqladvancedin thi 1-hour long project-bas cours you will gain hands-on experi and learn about advanc sql topic such as store procedur tigger function common tabl express and recursion. if you have intermedi level of experi with sql and want to learn more thi cours is for you! note thi is an advanc level course. take my cours "introduct to relat databas and sql" and "intermedi relat databas and sql" befor take thi cours is highli recommended. especi if you do not have ani previou experi with relat databas and sql.postgresql uniqu key euler' totient function mysql transact-sql sql relat databas store procedur databas sql server manag studio computer-sci software-develop

intern b2b (busi to business) marketingintermediatethi cours offer a uniqu perspect into the differenti aspect of busi to busi b2b market that can be contrast to tradit busi to consum b2c market that is the subject of most other market curricula. moreov as one of the cours in the special intern market & cross industri growth here too there is an emphasi on how compani can expand by cross-countri and cross-industri innovation. by take thi cours learner will obtain the follow outcom 1 understand the differ between b2c and b2b marketing. 2 approach market problem from an inter-organiz perspect in particular learn about decis make at buy centers. 3 innov b2b market via a ccci i.e. cross countri & cross industri innov approach. 4 gain insight about ccci innov and best practic via interview with top b2b industri experts.b2b market innov market global market analysi busi market student residu b2b e-commerc b2b sale market econom busi market

financ and profit from innov for corpor entrepreneursadvancedthi cours is for aspir or activ corpor entrepreneur who want to understand how to secur and manag fund for their corpor venture. we will demystifi key account and financ concept to give corpor entrepreneur a guid to develop the busi case for their idea and secur fund to translat idea into reality. thi cours focus on four key area � learn the fundament and how to creat financi statement for new ventur within the corpor environment; � examin valuat techniqu for understand how to assess and grow the valu of the corpor venture; � explor the differ sourc of intern and extern financ for the corpor venture; and � appli lesson learn in the cours to structur a fund deal and pitch the corpor venture. tri thi cours for free at https//www.coursera.org/learn/corporate-entrepreneurs-financingweight averag cost of capit corpor bond financ financi statement innov sale present entrepreneurship return on invest net present valu invest busi entrepreneurship

tensorflow for ai appli imag convolutionbeginnerthi guid project cours is part of the "tensorflow for ai" seri and thi seri present materi that build on the first cours of deeplearning.ai tensorflow develop profession certif which will help learner reinforc their skill and build more project with tensorflow. in thi 1.5-hour long project-bas cours you will discov convolut appli filter to imag appli pool layer and tri out the convolut and pool techniqu on real imag to learn about how convolut work. at the end of the project you will get a bonu deep learn project implement with tensorflow. by the end of thi project you will have learn how convolut work and how to creat convolut layer to prepar for your own deep learn project use convolut neural networks. thi class is for learner who want to use python for build convolut neural network with tensorflow and for learner who are current take a basic deep learn cours or have alreadi finish a deep learn cours and are search for a knowledge-bas cours about convolut in imag with tensorflow. also thi project provid learner with need knowledg about build convolut neural network and improv their skill in appli filter to imag which help them in fulfil their career goal by ad thi project to their portfolios.convolut artifici neural network project mine order pair project materi tensorflow convolut neural network seri a round deep learn data-sci machine-learn

advanc style with respons designconversantit use to be the case that everyon view webpag on about the same size screen. but with the explos of the use of smartphon to access the internet the landscap of design ha complet changed. peopl view your site will now expect that it will perform regardless of the platform smartphon tablet laptop or desktop computer. thi abil to respond to ani platform is call respons design. thi cours will expand upon the basic knowledg of css3 to includ topic such as wirefram fluid design media queri and the use of exist style paradigm such as bootstrap. after the cours learner will be abl to ** explain the mobile-first paradigm and the import of wirefram in the design phase ** creat site that behav across a rang of platform ** util exist design framework such as bootstrap thi is the fourth cours in the web design for everybodi specialization. a basic understand of html and css is expect when you enrol in thi class. addit cours focu on ad interact with the javascript program languag and complet a capston project.web javascript respons web design html websit wirefram web design web develop css html5 bootstrap front-end framework computer-sci mobile-and-web-develop

bioconductor for genom data scienceintermediatelearn to use tool from the bioconductor project to perform analysi of genom data. thi is the fifth cours in the genom big data special from john hopkin university.biostatist genom biomart genet molecular biolog bioconductor analysi bioinformat comput biolog biopython data-sci data-analysi

mathemat biostatist boot camp 2advancedlearn fundament concept in data analysi and statist infer focus on one and two independ samples.ord pair gener statist odd delta method exact test statist hypothesi test biostatist mathemat statist odd ratio boot data-sci probability-and-statist

at the origin of the mediterranean civil archaeolog of the citi from the levant to the west - 3rd-1st millennium bcbeginnerwhich are the deepest root of that mix of cultur that we use to call �mediterranean civilization�? which are commingl and exchang which produc it most complet fruit i.e. the citi a place for landscape-model communities? and which element did contribut to build up that baulk of custom idea and innov which compel to confront and hybrid differ peopl for millennia? what did it made from potteri to metallurgi from gastronomi to architectur from art to religion of a sea a cradl of civilization? archaeolog may help in disentangl such question seek unexpect answer by tinker what ancient mediterranean peopl left buri in the ground. a privileg point of view of our cours is the ancient phoenician citi of motya locat exactli at the centr of the �sea in the middle�. throughout the live experi of excav with imag taken on the field thi cours will let you touch the mani tessera of the great mosaic of the mediterranean civilization. the field diari of the archaeologist and the handpick will be the two tool which will lead us across the sea to discov what such earli citi actual were and how their contribut is still a major part of our share memory.cultur astronomi interpret euler' totient function organ manag model dwell histori archeolog fortif arts-and-human histori

visual element of user interfac designbeginnerthi design-centr cours examin the broad question of what an interfac is and what role a design play in creat a user interface. learn how to design and articul mean use color type and imageri is essenti to make interfac function clearli and seamlessly. through a seri of lectur and visual exercis you will focu on the mani individu element and compon that make up the skillset of an interfac designer. by the end of thi cours you will be abl to describ the key formal element of clear consist and intuit ui design and appli your learn skill to the design of a static screen-bas interface. thi is the first cours in the ui/ux design special which bring a design-centr approach to user interfac ui and user experi ux design and offer practic skill-bas instruct center around a visual commun perspect rather than on one focus on market or program alone. these cours are ideal for anyon with some experi in graphic or visual design and who would like to build their skill set in ui or ux for app and web design. it would also be ideal for anyon with experi in front- or back-end web develop or human-comput interact and want to sharpen their visual design and analysi skill for ui or ux.comput graphic user interfac design pattern user interfac design java annot graphic design user experi interfac visual design experi arts-and-human music-and-art

ipad music player in xdbeginnerin thi cours you will learn how to put togeth an interfac with compon micro-interactions. thi includ anim in variou way as well as problem-solv interfac design system issues. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.ord pair axosoft interact reusabl project printer repair gradient vowpal wabbit music rstudio computer-sci design-and-product

revers and complement nucleic acid sequenc (dna rna) use radvancedin thi 1-hour long project-bas cours you will learn the basic build block in the r languag and how to develop an r program that construct revers complement and reverse-compl nucleic acid sequenc dna rna. also you will make your code read a file that ha a long dna sequenc and deal with one of the complet genom for the novel coronavirus.dna machin learn dna reinforc learn r program project dna sequenc data analysi comput program biopython data-sci data-analysi

requir elicit artifact and stakehold analysisadvancedin elicit artifact and stakehold driven analysi you will learn to use both record and present unrecord knowledg in your elicit techniques. as you get start in find out about the new product you must first learn about the product that wa if there wa one and then learn about the system to be. oftentim you'll find yourself in an environ you know noth about! thi cours will help you find way to learn about the domain the system that wa and the system to be. pleas review "who thi class is for to determin if you are readi to take thi graduat level course".requir engin repertori grid softwar requir knowledg base interview requir elicit storyboard composit artifact color softwar develop process metamodel computer-sci software-develop

understand russian economy. problem of transitionnot calibratedth purpos of the cours is to bring the basic knowledg on the specif aspect of russian economi that had signific impact on the latest develop trend in russia. thi cours will provid you with knowledg on 1 the basic of economy; 2\tunderstand the role of market reform in develop the key featur of modern russian economy; 3\tunderstand specif aspect of russian economy; 4\tcause-effect relationship of the most signific trend in russia� econom development; 5\tinstrument for analysi of russian economy; 6\tbusi climat in russia and skill requir for do busi in russia. current differ aspect of economi have some influenc on us and our behavior - e.g. currenc exchang rate inflat and other thing defin the way in which we distribut our incom between save and investments. in order to understand these principl it is requir to have the basic knowledg on economics. so it is not onli a lectur on russian economy. anoth main object of the cours is to develop knowledg on the basic of economi as such. so the cours will disclos univers pattern by analyz trend in russian economy. faq q what is target audienc for thi course? what are the cours prerequisites? a the cours is mainli develop for student pursu their master� degre in the field of intern economi and for those who have a profession interest in russian economy. it requir basic knowledg of econom terms. q what are the minimum requir to pass the course? a in order to pass the cours and receiv a cours certif you will need to have at least 80% of correct answer in each quiz. welcom to the cours �understand russian economy. problem of transition�! do you have technic problems? write to us coursera@hse.rueconom econom develop russian financi crisi of 2007 08 financi crisi market econom intern relat economi crisi econom polici social-sci econom

softwar design as an element of the softwar develop lifecycleadvancedthi cours talk about softwar develop lifecycl a description/prescript for how we write software. design is a step in thi life cycl and the cours explor the implic of this. design ha a role in the life cycle; it is alway there regardless of the kind of life cycl we�r talk about. whi is that? whi wa design consid as a step in thi life cycle?softwar architectur softwar design secur softwar test softwar engin interfac low-level design softwar specif technic standard softwar develop process computer-sci software-develop

tinker fundament circuitsbeginnerth tinker fundament cours will offer educ and enthusiast an opportun to develop a practic of tinker and making. we see tinker as a seriou endeavor�on that is generaliz across content and especi good at interweav disciplin in a way that lead to complex project and individu learn opportunities. tinker ha recent been introduc into the educ field as a potenti driver of creativ excit and innov in scienc learning. it is seen by mani as an effect mean to engag in explor stem concept practic and phenomena. tinker typic blend the high and low tech tool of scienc along with a strong aesthet dimens that support children� and adult self expression. for over a decad the exploratorium ha been develop science-rich tinker activ for both children and adults. we see tinker as a fun yet seriou endeavor�span mani disciplin and content area and foster connect between art scienc and technology. learner follow their own path to understand by investig tool and materi and explor question that interest them. thi open up a wide rang of possibl answer rather than ani �right� one particularli for teach stem scienc technolog engin math subject in the classroom. thi cours center on circuit-rel activ which offer a wealth of opportun for think through making. in thi cours we won�t just show you how we develop tinker activities; we�ll also delv into why. we�ll focu on three import aspect activ design around specif materi facilit strategi and environment organization. we�ll also share some guid principl and learn indic we�v develop that can help you integr tinker into your elementari and middle-school scienc program. whether you�r new to make or a season tinker we hope thi cours will help you take the next step! our approach to teach thi is a hands-on workshop not a lecture-bas class. particip is essential! we want everyon to be make and tinker togeth tri thing out ask question share idea and reflect togeth as a community. thi is a wonder chanc to tinker and learn alongsid peopl from all over the world and from all walk of life so don�t be shy! pleas note although thi cours will not have activ instructor particip we have put a great deal of effort toward creat a support space that encourag exploration. we�ll give you a few way to get started; prompt you to share your own observ and experi as learner design and facilitators; and hope spark interest convers and discoveri along the way. while it� not a requir we encourag you to take thi class with a friend or colleagu or meet with other peopl in your area have support or do activ with other will enhanc your experi and help you stay engaged. requir cours materi you will need sever tool and materi to do weekli cours activities. pre-bundl materi are avail from the exploratorium store at www.artoftinkering.com. pleas obtain all materi as soon as possibl well in advanc of when you will need them in the course. be sure to allow extra time for ship and if you are outsid the u.s. for customs. in some case certain item may requir assembly. pleas refer to the resourc section to review thi course� activ guides.phenomenon carpentri strategi interest facilit principl show me! internet of thing disciplin pedagogi personal-develop personal-develop

lead organizationsadvancedthi cours is the last cours of the a special on leadership call �inspir leadership lead with sense� so you may want to take the cours �build your leadership skills� and �give sens to your leadership experience� prior of take thi course. in thi cours you�ll get the opportun to appli the skill learn in the first two cours of the �inspir leadership lead with sense� as an individu to a group setting. the group could not onli be an organ such as a compani or a team in a compani but also a privat group such as your famili or an association. specif you�ll appli the 4 step of the savoir-reli protocol to your group 1. defin the group ident by work on the group self-awar 2. creat qualiti relationship within the group 3. work on resili for the group to then be abl to overcom difficult situat and 4. make the organ grow by creat sens and meaning. so if you want your group to grow as a success leader in it field if you want to find your ident as a group and creat share valu for it or if you want your group to becom more resili in face of chang and crisi thi cours is made for you! final at the end of the cours you would have build sens for your group in order to be more efficient. use real-lif case you will see how the genuin gener and gener characterist appli to the develop of success organizations. for exampl you will appli the relat circuit to recruit effect or the self-portrait and convers exercis to creat team cohes and resili to overcom crise and interperson conflicts. you will be abl to form trustworthi relationship in spite of diverg or differ view and you will grow respect in your environ where sens will be a driver for you and your surrounding. leader from differ organ will share with you their insight about how they have appli the savoir-reli approach to their compani and how it ha made the compani more resili and competitive.histori list of public corpor by market capit experi leadership commun sourc innov self-awar resili facilit busi leadership-and-manag

cybersecur polici for water and electr infrastructuresadvancedthi cours will examin the drink water and electr infrastructur and variou polici that have been develop to help guid and strengthen their cybersecur programs. the drink water and electr infrastructur are two of fourteen subsector compris what are known as "lifelin infrastructure". the 2013 nation infrastructur protect plan identifi four lifelin infrastructur sector 1 water 2 energi 3 transport and 4 communications. these sector are design "lifeline" becaus mani other infrastructur depend upon them. the drink water subsector is part of the water sector and the electr subsector is part of the energi sector. both subsector are overseen by the depart of homeland secur nation protect and program director which manag the dh nation infrastructur protect program. the nipp employ a five-step continu improv program call the risk manag framework. nipp implement is overseen by dhs-design sector-specif agenc staf by variou feder departments. the sector-specif agenc work in voluntari cooper with industri repres to appli the risk manag framework and document result in correspond sector-specif plans. the program began in 2007 and the most recent sector-specif plan were publish in 2016. in februari 2013 presid obama issu execut 13636 direct the nation institut of standard and technolog to develop a voluntari set of recommend for strengthen infrastructur cybersecur measures. eo13636 also ask feder agenc with regul author to make a recommend whether the nist cybersecur framework should be made mandatory. the environment protect agenc who is both the ssa and regulatori author for the drink water subsector recommend voluntari applic of the nist cybersecur framework. the depart of energi who is both the ssa and regulatori author for the electr subsector repli that it wa alreadi implement the electr subsector cybersecur capabl matur model which inde wa what the nist cybersecur framework wa base on. the depart of energi though recommend voluntari applic of the es-c2m2. thi modul will examin both the drink water and electr lifelin infrastructur subsector and element and applic of the nist cybersecur framework and es-c2m2.risk assess process seek resourc rel chang and differ matur model secur employ crime student residu social-sci governance-and-societi

sustain innov for subsist marketplacesadvancedthi cours focus on understand subsist marketplac and design busi solut for the billion of peopl live in poverti in the global marketplace. to develop understand of subsist marketplac we use exercis to enabl particip to view the world from the eye of subsist consum and entrepreneur facilit bottom-up understand gener by particip and provid insight from extens research. more broadli the cours use the context of extrem resourc constrain context to learn about the bottom-up approach pioneer through the subsist marketplac initi and appli it in ani context. the cours will involv virtual immers in subsist context emers of uniqu insight bottom-up design innov and enterprise. a parallel project will focu on understand a specif need in a subsist marketplac and design a solut and an enterpris plan. upon success complet of thi cours you will be abl to �\tdevelop an understand of subsist marketplac �\tdesign solut for subsist marketplac �\tdevelop enterpris plan to implement solut for subsist marketplac �\tappli the bottom-up approach for subsist marketplac as well as other context thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.market econom project plan sale sustain top-down and bottom-up design entrepreneurship innov economi valu proposit busi leadership-and-manag

smart citi � manag of smart urban infrastructuresbeginnerlearn about smart citi within the context of manag of urban infrastructures. the introduct of smart urban technolog into legaci infrastructur ha result in numer challeng and opportun for contemporari citi and will continu to do so. thi cours will help you to understand how to make the best of these smart technolog in your cities� legaci infrastructures. over the past few year advanc in the inform and commun technolog ict have significantli challeng the tradit stabl land scape of urban infrastructur servic provision. thi ha result in increas interest from both technolog vendor and public author in the transit of citi toward so-cal �smart cities�. although such �smart technologies� can provid immens opportun for citizen and servic provid alik the ict often act as disrupt innov of urban infrastructur servic provision. in thi mooc you will gain a thorough understand of the challeng and opportun associ with the smart urban infrastructur name smart urban transport and smart urban energi systems. over the journey of thi 5-week onlin cours you will learn about the most import principl for the manag of smart urban infrastructur as well as the applic of these principl in the transport and energi sectors. thi cours doe not have ani prerequisites. howev to take the most away from of thi mooc we strongli encourag you to enrol in our other mooc on the manag of urban infrastructur which ha been wide prais by learners. through thi cours you will - gain a deep understand of the natur of disrupt innov smart technolog in urban infrastructur systems; - learn about state-of-the-art strategi for effect manag the transit from legaci infrastructur to smart urban systems; - studi the manag of the transit phase from legaci infrastructur system to smart citi by support innov while avoid earli lock-in; and - understand potenti applic of the materi learn in thi cours within the context of the manag of smart urban transport system as well as smart urban energi systems.servic layer smart citi citi manag energi plan internet of thing urban plan digit energi system leadership and manag social-sci governance-and-societi

sport and societybeginnersport play a giant role in contemporari societi worldwide. but few of us paus to think about the larger question of money polit race sex cultur and commerci that surround sport everywhere. thi cours draw on the tool of anthropolog sociolog histori and other disciplin to give you new perspect on the game we watch and play. it' the new and improv version of professor orin starn' origin "sport and society" for coursera which drew more than 40 000 students. we will focu on both popular sport like soccer or �footbal � as anyon outsid america call it basketbal and basebal and also lesser-known one like mountain-climb and fishing. you will never watch or think about sport in the same way again.psycholog sport analyt histori anthropolog social psycholog exercis sociolog sport sport law persuas social-sci governance-and-societi

network analysi in system biologyadvancedan introduct to data integr and statist method use in contemporari system biolog bioinformat and system pharmacolog research. the cours cover method to process raw data from genome-wid mrna express studi microarray and rna-seq includ data normal differenti express cluster enrich analysi and network construction. the cours contain practic tutori for use tool and set up pipelin but it also cover the mathemat behind the method appli within the tools. the cours is mostli appropri for begin graduat student and advanc undergradu major in field such as biolog math physic chemistri comput scienc biomed and electr engineering. the cours should be use for research who encount larg dataset in their own research. the cours present softwar tool develop by the ma�ayan laboratori http//labs.icahn.mssm.edu/maayanlab/ from the icahn school of medicin at mount sinai but also other freeli avail data analysi and visual tools. the ultim aim of the cours is to enabl particip to util the method present in thi cours for analyz their own data for their own projects. for those particip that do not work in the field the cours introduc the current research challeng face in the field of comput system biology.princip compon analysi gene analysi biolog network analysi comput model hierarch cluster molecular biolog data cluster algorithm system biolog life-sci basic-sci

appli public histori place peopl storiesconversantthi cours introduc learner to appli public histori understand and interpret the past today and engag divers commun in the practic of make and share histories. the cours draw on project case studi expert insight and divers perspect to model excit approach to research and share the histori of place and people. learner will develop a toolkit to appli in their own practic by particip in discuss quizz creativ activ and mini masterclasses. what kind of stori can we discov through research into the histori of place and people? how do we engag divers commun with those stori today? what kind of imagin approach can we use to interpret the past? and what tool and opportun can we creat to includ new group and individu in local research initiatives? led by the centr for the histori of peopl place and commun at the institut of histor research univers of london � the uk� nation centr for histori � thi cours investig these question and help learner develop transfer approach to their own local histori and heritag interpretation.experi collabor histor reenact map resourc target audienc histori case studi evalu art arts-and-human histori

natur languag process with sequenc modelsbeginnerin cours 3 of the natur languag process special offer by deeplearning.ai you will a train a neural network with glove word embed to perform sentiment analysi of tweet b gener synthet shakespear text use a gate recurr unit gru languag model c train a recurr neural network to perform name entiti recognit ner use lstm with linear layer and d use so-cal �siamese� lstm model to compar question in a corpu and identifi those that are word differ but have the same meaning. pleas make sure that you�v complet cours 2 and are familiar with the basic of tensorflow. if you�d like to prepar addit you can take cours 1 neural network and deep learn of the deep learn specialization. by the end of thi special you will have design nlp applic that perform question-answ and sentiment analysi creat tool to translat languag and summar text and even built a chatbot! thi special is design and taught by two expert in nlp machin learn and deep learning. youn bensouda mourri is an instructor of ai at stanford univers who also help build the deep learn specialization. ?ukasz kaiser is a staff research scientist at googl brain and the co-author of tensorflow the tensor2tensor and trax librari and the transform paper.natur languag process speech recognit memori long short-term memori languag named-ent recognit term time natur languag model deep learn data-sci machine-learn

advanc portfolio construct and analysi with pythonadvancedth practic of invest manag ha been transform in recent year by comput methods. instead of mere explain the scienc we help you build on that foundat in a practic manner with an emphasi on the hands-on implement of those idea in the python program language. in thi cours we cover the estim of risk and return paramet for meaning portfolio decis and also introduc a varieti of state-of-the-art portfolio construct techniqu that have proven popular in invest manag and portfolio construct due to their enhanc robustness. as we cover the theori and math in lectur video we'll also implement the concept in python and you'll be abl to code along with us so that you have a deep and practic understand of how those method work. by the time you are done not onli will you have a foundat understand of modern comput method in invest manag you'll have practic masteri in the implement of those methods. if you follow along and implement all the lab exercis you will complet the cours with a power toolkit that you will be abl to use to perform your own analysi and build your own implement and perhap even use your newli acquir knowledg to improv on current methods.measur risk autoregress condit heteroskedast portfolio construct gener statist analysi python program expect return correl and depend covari busi financ

appli gener adversari network (gans)intermediatein thi cours you will - explor the applic of gan and examin them wrt data augment privaci and anonym - leverag the image-to-imag translat framework and identifi applic to modal beyond imag - implement pix2pix a pair image-to-imag translat gan to adapt satellit imag into map rout and vice versa - compar pair image-to-imag translat to unpair image-to-imag translat and identifi how their key differ necessit differ gan architectur - implement cyclegan an unpair image-to-imag translat model to adapt hors to zebra and vice versa with two gan in one the deeplearning.ai gener adversari network gan special provid an excit introduct to imag gener with gan chart a path from foundat concept to advanc techniqu through an easy-to-understand approach. it also cover social implic includ bia in ml and the way to detect it privaci preserv and more. build a comprehens knowledg base and gain hands-on experi in gans. train your own model use pytorch use it to creat imag and evalu a varieti of advanc gans. thi special provid an access pathway for all level of learner look to break into the gan space or appli gan to their own project even without prior familiar with advanc math and machin learn research.timebox facial recognit system knowledg acquisit bioperl knowledg level paraview access structur digit preserv coroutin face recognit data-sci machine-learn

exploratori data analysi with seabornbeginnerproduc visual is an import first step in explor and analyz real-world data sets. as such visual is an indispens method in ani data scientist' toolbox. it is also a power tool to identifi problem in analys and for illustr results.in thi project-bas cours we will employ the statist data visual librari seaborn to discov and explor the relationship in the breast cancer wisconsin diagnost data set. we will cover key concept in exploratori data analysi eda use visual to identifi and interpret inher relationship in the data set produc variou chart type includ histogram violin plot box plot joint plot pair grid and heatmap custom plot aesthet and appli facet method to visual higher dimension data. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.data visual visual librari heat map statist graphic machin learn python program data analysi analysi chart exploratori data analysi data-sci machine-learn

guitar for beginnersintermediategrasp the essenti need to begin play acoust or electr guitar. you'll learn an easi approach to get you play quickli through a combin of explor the instrument perform techniqu and basic music theory. for student who have long thought about pick up the acoust or electr guitar thi cours will provid an easy-access foundat that will get you playing. when first learn guitar it is import to have the materi present in stage in an enjoy way that allow you to grasp the basic of the instrument and music. the cours begin simpli with the part of the guitar the name of the string tune and technique�wheth finger-styl or pick. it then explor the basic of music theori with such topic as scale triad power chord and finger and shapes. at the end of thi cours student will understand the structur part and accessori of the instrument in addit to an understand of it basic maintenance. electr guitar player will learn the oper of their instrument along with basic option for amplif effect pedal and sounds. student will also learn to develop correct techniqu and appli theori concept to their playing. they will have the foundat knowledg necessari to pursu most intermedi guitar courses.piano guitar harmoni acoust poetri write scale chord human voic music sound arts-and-human music-and-art

practic guid to navig profession relationshipsbeginnercom fall 2020! thi is cours 5 in the salesforc sale develop repres profession certificate. in order to success complet the cours pleas ensur you have taken cours 1 groundwork for success in sale develop cours 2 foundat for interview with confid 3 convers sell playbook for sdr and 4 boost product through the tech stack. to be success in thi cours you should have - an abil to commun in verbal and written form in a way that is access and understand by a gener audienc you don�t need to be formal or refin - baselin comput literaci you must be abl to use a word processor web search and email - familiar with social media includ linkedin - abil and willing to learn new technolog tool - motiv to grow person and profession - hunger for feedback and coach - success complet the previou cours in thi trainingsal media train salesforc technic recruit train procedur lead qualif leadership and manag cours develop train holland code busi business-essenti

algorithm part iiintermediatethi cours cover the essenti inform that everi seriou programm need to know about algorithm and data structur with emphasi on applic and scientif perform analysi of java implementations. part i cover elementari data structur sort and search algorithms. part ii focus on graph- and string-process algorithms. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.search algorithm sort java program data compress data structur java softwar platform comput program radix sort algorithm graph computer-sci algorithm

the scienc of success what research know that you should knowbeginnerthi engag cours is design to help you achiev the success that you desire. draw on decad of scientif research you will learn what the most success peopl do differ than other whi iq is not the most signific predictor of success and can sometim backfir and whi mani commonli held belief hold peopl back from achiev their goals. although thi cours is base on the scienc of success you will learn mani practic idea that you can appli to your own life immedi particularli in three main area �\tget better result at work and school �\tachiev career success howev you defin success �\tenjoy a meaning happi and healthi life by the time you finish thi cours you will know more than most peopl know about what predict success in life. one of the most import lesson you�ll learn is that success is earn day-by-day through small win - small achiev action that togeth can help you achiev your goal sooner and exceed even your own expectations. therefor you will have an opportun to complet a detail action plan through which you can turn what you learn into specif step for achiev your most treasur life goals.goal set time manag self-motiv person advertis person brand plan leadership and manag self-awar social capit leadership busi leadership-and-manag

geo-visu in pythonbeginnerin thi 1-hour long project-bas cours you will learn geo-visu and use it to plot use map for your data scienc projects. by the end of thi project you will have creat and visual geograph plots. in order to be success in thi project you should just know the basic of python.map geovisu data scienc pytorch project euler' totient function project mine python program geostatist php data-sci data-analysi

promot the ethic use of data-driven technologiesadvancedth greatest risk in emerg technolog is the perpetu of bia in autom technolog depend upon data sets. solut creat with racial gender or demograph bia whether unintent or not can perpetu tragic inequ social and economically. thi is the first of five cours within the certifi ethic emerg technologist ceet profession certif and it is design for learner seek to advoc and promot the ethic use of data-driven technologies. student will learn what emerg technolog are and how they can be use to creat data driven solutions. you will learn type of bia and common ethic theori and how they can be appli to emerg technolog and examin legal and ethic privaci concept as they relat to technolog such as artifici intellig machin learn and data scienc fields. throughout the cours learner begin to distinguish which type of bia may caus the greatest risk and which principl to appli to strateg respond to ethic considerations.analysi critic determin bia virtu ethic legal solut privaci deep learn principl data-sci machine-learn

portfolio diversif use correl matrixbeginnerbi the end of the project you will be abl to appli correl matrix in portfolio diversification. attent to take thi cours it is requir that you are familiar basic financi risk manag concepts. you can gain them by take the guid project compar stock return with googl sheets. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi markettrad project financ mathemat financ busi analyt asset mathemat optim correl and depend diversif financ matric busi financ

genom assembl program challengeintermediatein spring 2011 thousand of peopl in germani were hospit with a deadli diseas that start as food poison with bloodi diarrhea and often led to kidney failure. it wa the begin of the deadliest outbreak in recent histori caus by a mysteri bacteri strain that we will refer to as e. coli x. soon german offici link the outbreak to a restaur in l�beck where nearli 20% of the patron had develop bloodi diarrhea in a singl week. at thi point biologist knew that they were face a previous unknown pathogen and that tradit method would not suffic � comput biologist would be need to assembl and analyz the genom of the newli emerg pathogen. to investig the evolutionari origin and pathogen potenti of the outbreak strain research start a crowdsourc research program. they releas bacteri dna sequenc data from one of a patient which elicit a burst of analys carri out by comput biologist on four continents. they even use github for the project https//github.com/ehec-outbreak-crowdsourced/bgi-data-analysis/wiki the 2011 german outbreak repres an earli exampl of epidemiologist collabor with comput biologist to stop an outbreak. in thi genom assembl program challeng you will follow in the footstep of the bioinformatician investig the outbreak by develop a program to assembl the genom of the e. coli x from million of overlap substr of the e.coli x genome.comput program outbreak k-mer dna sequenc data structur comput biolog assembl program graph genom algorithm computer-sci algorithm

suppli chain manag be globaladvancedbusi and their suppli chain are face increas competit and uncertainti in what is now a truli globalis trade environment. to remain competit organis need to think global � ensur suppli chain meet custom demand while minimis cost and maximis responsiveness. from a strateg perspect thi involv make import trade-off decis between cost qualiti and flexibl of suppli chains. via structur learn activ video lectur quizz discuss prompt and written assess thi cours will equip you with the future-focus capabl need to design and manag effect sustain and effici global suppli chain of tomorrow.sustain supplier select chain suppli chain strategi procur oper manag global leadership and manag suppli chain suppli chain manag busi business-strategi

seriou gamingadvancedhav you ever wonder how play game can help us to train peopl deal with societ challeng or rais awar of contemporari social issues? in thi mooc you will learn the in and out of game that are design with exactli those purpos in mind seriou games. we will defin seriou game and discuss the differ type that have been developed. we will explain whi peopl like to play them and what impact they may have. state of the art theori from game studi philosophi and media psycholog will be use to help you understand how seriou game work and how they appeal to players. the potenti impact of game is address in detail by discuss persuas game which aim at chang the player' attitude. throughout the mooc theoret insight will be illustr with play anim and case studi of seriou game that are develop by world-class compani in the citi of rotterdam. thi mooc is particularli interest for you when you are a student consid to studi digit media such as seriou game a profession interest in the opportun these game may creat for your organ or a game develop who want to know more about the impact seriou game can have. watch the teaser for thi mooc here https//www.youtube.com/watch?v=fqjy1kssex8 are you readi to broaden your vision on seriou games? join thi cours and be inspired!persuas rhetor machin learn video game develop emot gamif sign complex train research method survey research social-sci educ

introduct to the nonprofit sector nonprofit organ nonprofit leadership and governanceintermediatethi cours introduc you to the nonprofit sector nonprofit organ and the concept of leadership and governance. while thi cours ha been develop with north american cultur in mind we do appreci that in other part of the world the natur of the nonprofit sector nonprofit organ nonprofit leadership and govern may not be the same. nevertheless it is our hope that much of the cours content will still be of valu to those in other part of the world. to learn more about thi cours pleas watch the overview video by copi and past the follow link into your web browser https//goo.gl/ymg1qd. keyword nonprofit; nonprofit sector; voluntari sector; nonprofit organ non-government organ volunt organ leadership manag govern board board of director perform effect cours 1 overview week 1 some of the question you will explor thi week are what is the nonprofit sector and whi doe it exist? what are the uniqu characterist of nonprofit organizations? what are the trend and emerg issu face organ in the nonprofit sector? week 2 question to be explor thi week are what is leadership at the govern level and how is it differ from management? what is good govern and whi doe it matter? what is a board of directors? week 3 thi week' question what role do board member play in nonprofit organizations? broadli speak what are board respons for and how do they go about their work? what are some of the issu that challeng the board' abil to go it work? week 4 at thi stage you are ask to review the cours content submit a written assign known lightheartedli as a bear board effect readi assess and take two multipl choic readi assur test known similarli as rats. one rat will assess knowledg and read comprehens and the other will test applic of knowledg within a practic case. week 5 we will encourag you to discuss the rat in the discuss forum and take them again should you wish to chang ani of your answer base on the inform exchanged.fundrais law volunt manag public administr peer review leadership perform process concept test leadership and manag busi leadership-and-manag

secur and privaci in tor networkintermediatein thi mooc we will learn about tor basic concept and see how they protect the secur and privaci of user and resist censorship. we will examin how tor realiz the anonym and util it servic by download and use tor browser software. a recent attack on tor� applic flow control call sniper attack is analyzed. we introduc the hidden servic provid by tor and show how it can be denonymized. we will learn how to setup a hidden server to provid web servic on aw instance. we will also learn the best practic and oper secur in provid the hidden services. we will learn how to manag the hidden server use tor circuit and configur the web server not to reveal the softwar version information. we also show how it can be defended. to improv tor� perform we discuss the cloud base tor and their implementation. by the end of thi cours you should be abl to util tor browser to protect your privaci set up hidden servic on current interfac that protect your server and make it anonym you will choos entri guard wise sinc your adversari will tri to attack them with ddo traffic and forc you to choos their relay as your entri and exit router. we will also learn the basic compon of both censorship and censorship resist system and the scheme deploy by these system and their attacks.credenti attack model exit system call track web server credenti sphere of influenc network servic tor anonym network commun computer-sci computer-security-and-network

websit optim client report projectadvancedseo is a dynam and grow career field that demand knowledg and skill in a varieti of websit optim strategi and tactic in order to be successful. thi cours is design to provid you with a solid foundat in seo includ the differ element compris a websit optim client report and arm you with skill you need to develop a tactic approach to seo. whether you have success complet the other cours in the search engin optim special or are take just thi cours thi project is your chanc to appli the knowledg you�v acquir to practic import seo tactic and optim a site of your choic from the ground-up. you will identifi optim opportun on a site and discov valuabl tip for pitch your plan and manag your relationship with your client you will then develop a custom seo solut for the websit you chose and go through each of the major step need to execut your strategi includ keyword research competit analysi improv the site� meta-data and on-pag elements. along the way you will receiv feedback through the peer review process. thi commun of fellow learner will provid addit input to help you refin your approach to seo and present your find to client and management.digit market target audienc project social media search engin optim softwar technic review intern audit keyword research copywrit mathemat optim busi market

the bilingu brainbeginnerthi cours explor the brain base of bilingu by discuss literatur relev to differ in age of initi learn profici and control in the nonverb singl languag and dual-languag literature. particip will learn about the latest research relat to how human learn one or two languag and other cognit skills.child languag bilingu linguist sign languag neuropsycholog neurolinguist child develop languag develop neurosci life-sci psycholog

python and machine-learn for asset manag with altern data setsadvancedover-util of market and account data over the last few decad ha led to portfolio crowd mediocr perform and system risk incentiv financi institut which are look for an edg to quickli adopt altern data as a substitut to tradit data. thi cours introduc the core concept around altern data the most recent research in thi area as well as practic portfolio exampl and actual applications. the approach of thi cours is somewhat uniqu becaus while the theori cover is still a main compon practic lab session and exampl of work with altern dataset are also key. thi cours is fo you if you are aim at carreer prospect as a data scientist in financi market are look to enhanc your analyt skillset to the financi market or if you are interest in cutting-edg technolog and research as they appli to big data. the requir background is python program invest theori and statistics. thi cours will enabl you to learn new data and research techniqu appli to the financi market while strengthen data scienc and python skills.invest tf idf prior probabl measur sentiment analysi market econom bag-of-word model graph python program text mine busi financ

machin learn pipelin with azur ml studiobeginnerin thi project-bas cours you are go to build an end-to-end machin learn pipelin in azur ml studio all without write a singl line of code! thi cours use the adult incom censu data set to train a model to predict an individual' income. it predict whether an individual' annual incom is greater than or less than $50 000. the estim use in thi project is a two-class boost decis tree classifier. some of the featur use to train the model are age educ occup etc. onc you have score and evalu the model on the test data you will deploy the train model as an azur machin learn web service. in just under an hour you will be abl to send new data to the web servic api and receiv the result predictions. thi is the second cours in thi seri on build machin learn applic use azur machin learn studio. i highli encourag you to take the first cours befor proceeding. it ha instruct on how to set up your azur ml account with $200 worth of free credit to get start with run your experiments! thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.test data boost machin learn train sourc line of code machin learn inequ mathemat web web servic write experi data-sci machine-learn

introduct to valuat with waccbeginnerin thi 1-hour long project-bas cours you will learn how to calcul the net present valu of your invest in a busi use the weight averag cost of capit method. for thi you will calcul the cost of debt and cost of capit as well as calcul the beta of a stock. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi marketcost data analysi project stock financ averag cost method net present valu financi model averag microsoft excel busi financ

introduct to search engin optimizationbeginnerev wonder how major search engin such as googl bing and yahoo rank your websit within their searches? or how content such as video or local list are shown and rank base on what the search engin consid most relev to users? welcom to the world of search engin optim seo. thi cours is the first within the seo special and it is intend to give you a tast of seo with some fun practic to get seen in google. you will be introduc to the foundat element of how the most popular search engin googl work how the seo landscap is constantli chang and what you can expect in the future. you discuss core seo strategi and tactic use to drive more organ search result to a specif websit or set of websit as well as tactic to avoid to prevent penal from google. we hope thi tast of seo will entic you to continu through the specialization!brand mathemat optim algorithm search algorithm search engin optim keyword research semant market histori strategi busi market

cloud system softwareadvancedthi cours provid an introduct to program framework and their implement issu in the cloud. it explain multipl topic includ scalabl distribut data store resourc manag for support multi-ten and elast and virtual techniques. option the student will also be guid in the implement of a basic version of the distribut runtim system for the map-reduc program frameworkorchestr comput i/o virtual health architectur neutral distribut format cloud-bas integr softwar framework system program sql cloud engin multiti architectur information-technolog cloud-comput

user experi research & prototypingadvancedwhat make for a great user experience? how can you consist design experi that work well are easi to use and peopl want to use? thi cours will teach you the core process of experi design and how to effect evalu your work with the peopl for whom you are designing. you'll learn fundament method of design research that will enabl you to effect understand peopl the sequenc of their action and the context in which they work. through the assign you�ll learn practic techniqu for make sens of what you see and transform your observ into meaning action insight and uniqu opportun area for design. you�ll also explor how to gener idea in respons to the opportun identifi and learn method for make your idea tangible. by answer specif question and refin your concept you�ll move closer to make your idea real. we�ll use case from a varieti of industri includ health educ transport financ and beyond to illustr how these method work across differ domains. good luck and we hope you enjoy the course!i-dea user experi human comput interact thought map experi interview interact design persona user experi user research computer-sci design-and-product

introduct to project manag with clickupbeginnerin thi project we will learn how to creat and organ a clickup workspac to best meet your project manag and busi needs. we will also learn how to use the tool to better collabor and commun with your team. whether you�r assign task push out import inform schedul meet or work through a to do list clickup can help you keep track of it all. clickup is a free cloud-bas program that help to improv both your product and your budget. clickup help to make both individu and group more product in their work by consolid task document goal and commun into one all inclus platform. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.leadership and manag organ manag collabor project project manag account budget document commun schedul busi leadership-and-manag

python data structuresbeginnerdata structur play a crucial role in applic development. the proper select of data structur is import for effici algorithm development. the avail of a list for exampl greatli simplifi sort a collect of data items. it would be difficult to do thi without that data structur as you will see. thi is whi program languag like python have certain fundament data structur built into the language. in thi cours you will creat a python applic that read from a file contain word and their definitions. you will use python� built-in data structur to make a multipl choic quiz base on word and their definitions. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.euler' totient function data item data scienc hive python program data structur algorithm continu function comput program comput scienc computer-sci software-develop

digit signal process 3 analog vs digitaladvanceddigit signal process is the branch of engin that in the space of just a few decad ha enabl unpreced level of interperson commun and of on-demand entertainment. by rework the principl of electron telecommun and comput scienc into a unifi paradigm dsp is a the heart of the digit revolut that brought us cd dvd mp3 player mobil phone and countless other devices. the goal for student of thi cours will be to learn the fundament of digit signal process from the ground up. start from the basic definit of a discrete-tim signal we will work our way through fourier analysi filter design sampl interpol and quantiz to build a dsp toolset complet enough to analyz a practic commun system in detail. hands-on exampl and demonstr will be routin use to close the gap between theori and practice. to make the best of thi class it is recommend that you are profici in basic calculu and linear algebra; sever program exampl will be provid in the form of python notebook but you can use your favorit program languag to test the algorithm describ in the course.calculu digit signal process interpol python program electr engin electron data transmiss microcontrol signal process quantiz signal process physical-science-and-engin electrical-engin

wood scienc beyond buildingbeginnerth central question of thi cours �whi studi wood?� if �whi studi wood� is the question one answer would be that it is the onli raw materi avail to us that is truli renew in human life span terms. wood is as import to societi today as it ever wa despit the develop of mani man-mad substitut materi chang resourc avail and the chang need of society. some item on the list of wood product stay the same lumber plywood and veneer for build construct furnitur ship pallet & crate and other contain & packag materi railroad tie util pole chemic feed stock etc but the list also keep chang to meet new need and challeng as the resourc changes. in short wood is a far more divers green and renew resourc than you might have imagined. join us to learn about the import role of wood in human histori civil and our future. by the end of the cours learner will be abl to - describ wood as a raw materi and it critic import to the world economi and the live of the peopl that make that economi work. - identifi the project trend for wood consumpt to continu to grow in the come year despit the imag of wood as a "low tech" material. - identifi the way in which wood' properti can lead to it effici and sustain use. -identifi wood' posit role in boost the world economi and abil to lead to unexpect vocations.environment studi plant plantat .properti furnitur forest resourc civil engin materi chemic engin physical-science-and-engin environmental-science-and-sustain

more on chang and sustainabilityadvancedthi is class 2 of the mooc special becom a sustain busi chang agent. in thi class you will learn more chang agent skill and hear from peopl who have made chang in their organizations. you will also learn more about green design and sustain reporting. the skill from thi class will help improv product and servic in your compani or help the compani issu it first or an improv sustain report.soci account strategi leadership and manag sustain account sustain technic support green design evalu stakehold analysi leadership busi leadership-and-manag

foundat of teach for learn be a teacherbeginnerth foundat of teach for learn programm is for anyon who is teach or who would like to teach in ani subject and ani context - be it at school at home or in the workplace. with dynam lesson taught by establish and respect profession from across the commonwealth thi eight cours programm will see you develop and strengthen your skill in teach profession assess and more. as you carri on through the programm you will find yourself strengthen not onli your skill but your connect with colleagu across the globe. a profession develop opportun not to be missed. how we teach ha it foundat in how we were taught and how we learned. thi cours provid an opportun for you to reflect on your person and profession develop as a teacher. through reflect and portfolio develop you will enhanc your knowledg and understand of how to promot learning. enhanc your cours by join the commonwealth teach commun on our websit facebook and twitter.evalu thought adult educ teach method educ pedagogi child develop reflect practic teach teacher train social-sci educ

javascript number properti and methodsbeginnerin thi beginning-level project you will work with the number data type and with properti and method that appli to numbers. you will use notepad++ to write javascript code and the chrome browser to view your results. for a javascript programm understand how to deal with variabl that contain number is a prerequisit for ani kind of number process � even someth as simpl as accept a number from a prompt method and use it in a calculation. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.data type write .properti text corpu digit signatur comput program project mine number spreadsheet project concaten computer-sci mobile-and-web-develop

r programmingconversantin thi cours you will learn how to program in r and how to use r for effect data analysis. you will learn how to instal and configur softwar necessari for a statist program environ and describ gener program languag concept as they are implement in a high-level statist language. the cours cover practic issu in statist comput which includ program in r read data into r access r packag write r function debug profil r code and organ and comment r code. topic in statist data analysi will provid work examples.r program euler' totient function languag analysi comput program gener statist rstudio data analysi problem solv github data-sci data-analysi

major engin project govern risk and scopebeginnergain confid when deal with stakehold of major project by learn to identifi and manag those that are involv in the project plan and delivery. thi cours will enabl you to explor project govern in theori and practice. through real life exampl you�ll understand how the critic challeng of the govern in major project are resolved. be abl to success manag risk and uncertainti in major project is vital for their delivery. in thi cours you�ll learn to distinguish between risk and uncertainti and the role of risk register. you�ll identifi the uniqu challeng of scope manag in major project and employ scope manag tool and techniqu that will facilit your project planning. thi cours explor concept analys in the university� onlin msc in engin management. if you are interest to develop your skill further take a look at our onlin degree.microsoft project averag project manag risk manag project financ model leadership and manag risk project construct manag project govern physical-science-and-engin mechanical-engin

master digit twinsbeginnerin thi cours we will learn about digit twin fundament how they repres a concept of integr for product relat data. the concept of digit twin is a respons to the increas digit of product develop product and product themselves. today product are complex system that not onli fulfil their intend function and qualiti but also commun via commun network with other compon product cloud and servic as well. we are talk about smart product that integr servic into the product and are continu supported.benefit telecommun network twin digit euler' totient function use case product develop integr servic cloud comput human learn information-technolog data-manag

quantum optic 2 - two photon and moreintermediate"quantum optic 1 singl photons" allow learner to be introduc to the basic principl of light quantiz and to the standard formal of quantum optics. all the exampl were taken in singl photon phenomena includ applic to quantum technologies. in the same spirit "quantum optic 2 two photon and more" will allow learner to use the quantum optic formal to describ entangl photon a uniqu featur at the root of the second quantum revolut and it applic to quantum technologies. learner will also discov how the quantum optic formal allow one to describ classic light either coher such as laser light or incoher such as thermal radiation. use a mani photon descript it is possibl to deriv the so-cal standard quantum limit sql which appli to classic light and to understand how new kind of quantum state of light such as squeez state of light allow one to beat the sql one of the achiev of quantum metrology. sever exampl of quantum technolog base on entangl photon will be present firstli in quantum commun in particular quantum teleport and quantum cryptography. quantum comput and quantum simul will also be present includ some insight into the recent propos noisi intermedi scale quantum nisq comput which rais a seriou hope to demonstr in a near futur the activ search quantum advantag ie the possibl to effect calcul exponenti faster than with classic computers.quantum comput constraint algorithm finit volum method quantum simul optic algorithm quantum network quantum entangl quantum teleport beam robot quantum mechan physical-science-and-engin physics-and-astronomi

diagnos health behavior for global health programsadvancedhealth behavior lie at the core of ani success public health intervention. while we will examin the behavior of individu in depth in thi cours we also recogn by way of the ecolog model that individu behavior is encourag or constrain by the behavior of famili social group commun organ and polici makers. we recogn that behavior chang is not a simplist process but requir an understand of dimens like frequenc complex and cultur congruity. such behavior analysi is strengthen through the use of a toolkit of theoret model and practic frameworks. while mani of such model and framework exist in thi cours we will review the health belief model social learn theori theori of reason action the trans-theoret model and the preced framework. after build your behavior analysi toolkit with these exampl you will see that actual behavior chang program plan use a combin of idea and variabl from differ model theori and frameworks. ultim we aim to encourag cours particip to appli the idea that success program are theori base as they go about involv peopl in improv their health.human behavior afford observ learn case studi behavior emerg medicin model interpret forc field percept life-sci public-health

introduct to advanc vibrationsbeginnerintroduct to advanc vibrat start with a review of singl and doubl degre of freedom systems. after that multipl degre of freedom system are introduc to explain the vibrat of string and beam. these vibrat system provid to appli or use them into practic problemsmateri model degre of freedom beam robot behavior lectur analysi pressur sensor weld order pair physical-science-and-engin mechanical-engin

sale train inbound busi strategyadvancedwelcom to the inbound certif course! thi cours will introduc you to inbound and provid you with a big pictur view of everyth you need for a success inbound strategy. so whi inbound? inbound is a fundament shift in the way you do business. instead of an interruption-bas messag where the market or salesperson had all the control inbound is about empow potenti customers. consumer� buy behavior have chang and will continu to change. that' the drive forc behind inbound. what your custom want today is differ than what they want 10 year ago. that mean you need to chang the way you market sell and servic to match the way peopl actual want to shop and buy. so wonder what to expect in thi course? after an initi lesson on an introduct to the inbound fundament the cours consist of a set of lesson that follow the inbound methodology. the inbound methodolog illustr the four stage that make an inbound business. it reflect the entir inbound market sale servic and relationship process. the stage are attract convert close and delight. each lesson includ differ tactic that you can appli to help you and your busi grow better. you�ll also hear from hubspot execut and leadership includ hubspot� co-found brian halligan & dharmesh shah. chief peopl offic kati burke. vp of hubspot academi mark kilens. vp of market meghan anderson. svp of product christoph o�donnell. vp of sale michel benfer. and vp of custom success alison elworthyprospect busi strategi lead qualif strategi market hubspot sale consum behaviour revenu inbound market busi business-strategi

intern secur managementbeginnerin thi mooc you will learn about the color and divers intern secur landscap and gain insight into challeng topic includ open sourc intellig seriou organis crime and illicit trade. you will also meet stakehold from differ sector and backgrounds. we record our video at differ locat in europ to also give you an insight into the origin environ of our contribut experts. you will realiz that the style and focu of the variou present will differ from one week to the other. we feel that thi is a big asset! and ye we also have men in suit and uniforms...leadership and manag secur manag crime risk manag terror secur risk intellig analysi safeti risk assess social-sci governance-and-societi

data collect and process with pythonconversantthi cours teach you to fetch and process data from servic on the internet. it cover python list comprehens and provid opportun to practic extract from and process deepli nest data. you'll also learn how to use the python request modul to interact with rest api and what to look for in document of those apis. for the final project you will construct a �tag recommender� for the flickr photo share site. the cours is well-suit for you if you have alreadi taken the "python basics" and "python function file and dictionaries" cours cours 1 and 2 of the python 3 program specialization. if you are alreadi familiar with python fundament but want practic at retriev and process complex nest data from internet servic you can also benefit from thi cours without take the previou two. thi is the third of five cours in the python 3 program specialization.list comprehens represent state transfer applic program interfac python program map web api api test web json comput program computer-sci software-develop

account analysi i measur and disclosur of assetsadvanced**not you should complet the account analysi i the role of account as an inform system cours or be familiar with the concept taught there befor begin thi course.** thi cours is the second cours in a five-cours financi report special that cover the collect process and commun of account inform via financi report about econom entiti to interest parti i.e. manag and extern stakehold such as stockhold and creditors. to gain the most relev knowledg from these cours learner should have taken a basic account cours prior to thi special which can be done through coursera cours such as ani account cours from the fundament of account special https//www.coursera.org/specializations/accounting-fundamentals. thi special focus on account concept principl and theori with an emphasi on problem that aris in appli these concept for extern report purposes. specif emphasi is place on measur of asset liabil equiti and incom as well as disclosur of addit inform that may assist user understand the financi reports. in thi cours we will begin our review of key asset categori underli the balanc sheet concept that were introduc in the previou course. we will begin our trek down the balanc sheet by review cash and receiv which are normal the two asset list first. we will continu our trek down the balanc sheet by look at inventori and long-liv asset which are normal two of the largest asset values. we will review the measur and report issu involv inventori and the correspond cost of good sold expens in the incom statement. in the latter half of thi cours we will conclud our review of key asset categori by look at both tangibl and intang long-liv asset that are so vital to the product of good and services. thi will entail discuss of both acquisit and disposit of properti plant and equip as well as cost allocation. next we will discuss possibl impair of these asset as well as the proper treatment of expenditur made after acquisition. lastli we will review how to identifi and account for investments. the univers of illinoi at urbana-champaign consist rank as one of the nation' top three account program now offer a master� in account at a veri afford tuition rate and is complet online. the imsa is a full master of account program and student graduat with an ms that is highli recognized. tri an open cours or two then appli for admiss into the credit-bear version as you may be elig to take credit-bear cours dure the applic process. if you are miss ani prerequisit for the full degre you can complet coursera cours to demonstr readi and strengthen your applic for the imsa. for more inform on thi excit imsa onlin program refer to thi link https//www.coursera.org/degrees/imsacost account fair valu inventori account analysi invest asset bad debt account analysi financi statement busi business-essenti

mongodb aggreg frameworkadvancedthi cours will teach you how to perform data analysi use mongodb' power aggreg framework. you'll begin thi cours by build a foundat of essenti aggreg knowledge. by understand these featur of the aggreg framework you will learn how to ask complex question of your data. thi will lay the groundwork for the remaind of the cours where you'll dive deep and learn about schema design relat data migrat and machin learn with mongodb. by the end of thi cours you'll understand how to best use mongodb and it aggreg framework in your own data scienc workflow.algorithm leverag financ array document lookup tabl mapreduc mongodb python program model machin learn data-sci data-analysi

predict model with azur machin learn studiobeginnerin thi project we will use azur machin learn studio to build a predict model without write a singl line of code! specif we will predict flight delay use weather data provid by the us bureau of transport statist and the nation ocean and atmospher associ noaa. you will be provid with instruct on how to set up your azur machin learn account with $200 worth of free credit to get start with run your experiments! thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.writ blockchain machin learn python program predict model data analysi microsoft azur experi run model data-sci machine-learn

dairi product and managementbeginnerwith the world' first mooooo-c you will gain a broad and comprehens understand of all aspect of dairi manag such as genet nutrit reproduct anim health farm econom and sustain of dairi product systems. there' someth here for everyon whether you are just look for the basic or have year of experi in the dairi industry. thi is an eight-week course. each week consist of four to nine video lectur addit read materi and a multiple-choic question quiz. estim studi time is between three and five hour per week. learner have the option to purchas a cours certif for 49.00 usd. the certif can be purchas at ani time but you must verifi your identifi befor take the cours quizz in order to be eligible. for those who cannot afford the certif fee financi aid is avail through coursera. whi is produc milk effici and sustain so important? milk provid human with over 16 essenti nutrient such as energi protein and essenti amino acid vitamin a vitamin d sever b vitamin includ b12 pantothen and folic acid and essenti miner such as calcium magnesium phosphoru potassium zinc as well as other minerals. did you know that one glass of milk provid a 5-year old child with 21% of his/her daili protein requir and 8% of their energi needs? most milk in the world about 85% is produc from cattle. howev water buffalo goat sheep and camel are also dairi animals. the unit state india the european union brazil and new zealand are among the largest dairi produc in the world. yet among these dairy-produc countri there are vari method to gener milk with highli variabl product and efficiency. dairi product is vital for the surviv of billion of people. global around 150 million small-scal dairi household equival to 750 million peopl are engag in milk production. the number and size of dairi farm vari among countri but in india alon there are estim 78 million dairi farms! in the unit state one of the lead milk-produc countri in the world total milk product ha been steadili increas in the last decad reach over 205 billion pound 93 billion kilogram in 2014. thi wa accompani by a steadi increas in averag milk yield per cow reach 22 260 lb over 10 100 kg per lactat in 2014. how ha thi effici been achieved? what method are necessari to ensur product of high qualiti milk? how do we balanc milk product effici with anim health and environment protection? thi cours will provid the student with inform to better understand dairi product system and their role in feed the world population. in thi mooooo-c you will learn about the dairi enterpris from intern recogn dairi scienc professor who have deliv highli regard dairi educ program within the unit state and internationally. cours lectur are translat into portugues and chinese; pdf file of these translat can be found under each cours week. the dairi mooc team thank dr. antonio branco universidad estadu de maring� brazil and ms. yuanyuan zhang pennsylvania state univers for translat the lectur materials. cours sponsor thi cours wa support by the gener contribut of innov center for us dairi at silver level and pancosma north america rp nutrient inc. and arm and hammer which provid fund support at a bronz level. the pennsylvania state univers ha final respons for the academ content of thi course.fe uri scheme anim nutrit anim farm leadership and manag reproduct nutrit diseas diseas control genet life-sci animal-health

aw comput vision get start with gluoncvbeginnerthi cours provid an overview of comput vision cv machin learn ml with amazon web servic aw and how to build and train a cv model use the apach mxnet and gluoncv toolkit. the cours discuss artifici neural network and other deep learn concept then walk through how to combin neural network build block into complet comput vision model and train them efficiently. thi cours cover aw servic and framework includ amazon rekognit amazon sagemak amazon sagemak groundtruth and amazon sagemak neo aw deep learn ami via amazon ec2 aw deep learn contain and apach mxnet on aws. the cours is compris of video lectur hands-on exercis guid demonstr and quizzes. each week will focu on differ aspect of comput vision with gluoncv. in week one we will present some basic concept in comput vision discuss what task can be solv with gluoncv and go over the benefit of apach mxnet. in the second week we will focu on the aw servic most appropri to your task. we will use servic such as amazon rekognit and amazon sagemaker. we�ll review the differ between aw deep learn ami and deep learn containers. final there are demonstr on how to set up each of the servic cover in thi module. week three will focu on set up gluoncv and mxnet. we will look at use pre-train model for classif detect and segmentation. dure week four and five we will go over the fundament of gluon the easy-to-us high-level api for mxnet understand when to use differ gluon block how to combin those block into complet model construct dataset and write a complet train loop. in the final week there will be a final project where you will appli everyth you�v learn in the cours so far select the appropri pre-train gluoncv model appli that model to your dataset and visual the output of your gluoncv model.automat differenti model build gradient artifici neural network imag segment statist classif convolut machin learn comput vision object detect information-technolog cloud-comput

introduct to tensorflow for artifici intellig machin learn and deep learningbeginnerif you are a softwar develop who want to build scalabl ai-pow algorithm you need to understand how to use the tool to build them. thi cours is part of the upcom machin learn in tensorflow special and will teach you best practic for use tensorflow a popular open-sourc framework for machin learning. the machin learn cours and deep learn special from andrew ng teach the most import and foundat principl of machin learn and deep learning. thi new deeplearning.ai tensorflow special teach you how to use tensorflow to implement those principl so that you can start build and appli scalabl model to real-world problems. to develop a deeper understand of how neural network work we recommend that you take the deep learn specialization.human learn convolut neural network convolut comput vision tensorflow kera artifici neural network deep learn machin learn comput program computer-sci software-develop

wine tast sensori techniqu for wine analysisintermediatewith it root in ancient cultur as earli as 6 000 bc wine ha long been part of the human experience. today increas worldwid interest in wine and it complex and varieti ha creat an intern market valu at $304 billion annually. for the learner who is just get start in the studi of wine thi cours will help you take the first step toward understand the physiolog process of wine tasting. the first modul will explor type of wine and help you set up your own tasting. you�ll also begin to build a sensori vocabulary. in modul 2 you will review classic wine type of the world and set up flight of specif wines. later we�ll examin the variou fault and defect that can appear in wine as well as techniqu for spot problems. in week 4 we�ll delv into the complex world of wine and food pair and it �seven deadli sins.� the cours will culmin in a peer review project in which you will appli the knowledg and sensori techniqu you have develop throughout the cours to assess a specif wine.sensori analysi philosophi chemistri flavor food scienc fish food chemistri analysi grape wine tast personal-develop personal-develop

imagin other earthsnot calibratedar we alone? thi cours introduc core concept in astronomi biolog and planetari scienc that enabl the student to specul scientif about thi profound question and invent their own solar systems. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.evolut extremophil physic solar system origin of life astrobiolog astronomi fermi paradox geolog theori of rel physical-science-and-engin physics-and-astronomi

autom script use bashbeginnerin thi 2-hour long project-bas cours you will learn how to creat bash script that autom long and tediou task evalu and review some of the most commonly-us linux command and understand concept such as condit statement loop pipe and redirect to creat power scripts. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.softwar test bash unix shell complex text layout system architectur unix pars test autom html unix shell shell script computer-sci software-develop

social network analysisbeginnerthi cours is design to quit liter �make a science� out of someth at the heart of societi social networks. human are natur network scientist as we comput new network configur all the time almost unawar when think about friend and famili which are particular form of social network about colleagu and organiz relat other overlap network structur and about how to navig delic or opportunist network configur to save guard or advanc in our social stand with societi be one big social network itself. while such network structur alway exist comput social scienc ha help to reveal and to studi them more systematically. in the first part of the cours we focu on network structure. thi look as static snapshot of network which can be intric and reveal import aspect of social systems. in our hands-on lab you will also visual and analyz a network with a softwar yourself which will help to appreci the complex social network can take on. dure the second part of the cours we will look at how network evolv in time. we ask how we can predict what kind of network will form and if and how we could influenc network dynamics.factori s-box network scienc analysi social network analysi databas social network comput social scienc mathemat network analysi data-sci data-analysi

unravel solut for futur food problemsbeginnerour societi depend on the avail of food and access to it. accord to the unit nation nearli 800 million peopl are hungri and on the other hand over 650 million peopl are obese. while mani peopl in develop countri experi food shortag in industri countri peopl are throw food away. these fact show how paradox and complex the world� food problem is. ln thi cours more than 10 food research from utrecht univers will address the main issu of food consumption. they will handl two interrel themes; food shortag and healthi choices. you will learn to identifi the key ingredi of the world� food challeng and to think about the solut for enabl chang in the current food system. we will also look at the possibl sustain solut for sever accut issu the demand of the grow human popul the role of nutrit and the need to understand food choic in order to have healthier diet and consid the possibl of altern foods. we invit you to join us on an interdisciplinari journey through the world food problems. you will gain new knowledg and insight that will help you form your own opinion on these subject and make better choic in your food consumption. we hope you will enjoy the course! the futur food teamhealthi choic plant nutrit food process nutrit defici food scienc nutrit agricultur food secur food packag sustain life-sci public-health

european busi law compet in europeintermediateabout thi cours thi six-week cours titl compet in europ is the third in a seri of three explor some of the main busi aspect of european union law. besid provid learner with a sound knowledg base of european law and regul the seri explor busi consider within a broader perspect by includ input from lead law practition in the field. more specif the third cours discuss how to compet on the intern market and protect your brand product or invention. it includ legal disciplin such as intellectu properti law ip law competit law and specif branch within public law such as public procur and state aid. at the end of thi cours you will have a basic understand of how to �\tfind and understand relev law and regul govern the intern european union market �\tprotect and defend a company� product brand and invent by obtain and licens trademark and patent �\tcreat a competit edg for a compani and appli the basic principl of eu competit law �\tconstruct and present a persuas legal argument about the seri the lund seri in european busi law rang from consid the basic structur and principl of the european union to focus on special area of european union law. the first cours understand the fundament examin the core structur and principl of the european union. the second cours do busi in europ examin legal area such as compani law labour law tax law environment law and privat intern law and how they tie in to do busi in europe. all three cours can be taken independ or in sequenc depend on your need and preferences. to keep up to speed on the cours seri visit our facebook page at https//www.facebook.com/eblmooc/ syllabu and format each cours consist of a number of modul where one modul repres about one week of work. a modul includ a number of lectur and read and finish with an assess � a quiz or a peer grade assignment. the assess are intend to encourag learn and ensur that you understand the materi of the course. particip in forum discuss is voluntary. cours i - understand the fundament modul 1.\tintroduct modul 2.\tlegal method and sourc modul 3.\tconstitut freedom and fundament principl modul 4.\tfreedom of movement modul 5.\tthe extern dimens cours ii - do busi in europ modul 1. \tmake busi transact modul 2. \testablish a compani modul 3. \temploy and work in europ modul 4. \tpay tax and compli with environment standard modul 5. \tcase clinic modul 6. \tresolv cross-bord disput cours iii - compet in europ modul 1. \tobtain trademark modul 2. \tdefend patent modul 3. \tcompetit illeg agreement modul 4. \tcompetit abus of domin and merger modul 5. \tadvocaci and legal write modul 6. \tsell to the state and state aid lund univers lund univers wa found in 1666 and ha for a number of year been rank among the world� top 100 universities. the univers ha 47 700 student and 7 500 staff base in lund sweden. lund univers unit tradit with a modern dynam and highli intern profile. with eight differ faculti and numer research center and special institut lund is the strongest research univers in sweden and one of scandinavia' largest institut for educ and research. the univers annual attract a larg number of intern student and offer a wide rang of cours and programm taught in english. the faulti of law is one of lund university� four origin faculti date back to 1666. it is a modern faculti with an intern profil welcom both intern and swedish students. educ research and interact with the surround commun are the main focu of the faculty� work. the connect between the three is particularli appar in the programm and cours offer by the univers includ the university� mooc cours in european busi law. the student get the chanc to engross themselv in tradit legal studi while interact with both research and profession activ lawyer with qualif and experi from variou area of law. the faculti offer three intern master two 2-year master� programm in intern human right law and european busi law and a 1-year master� in european and intern tax law. student from around 40 countri take part in the programm which offer a uniqu subject special within each field with highli qualifi research and profession legal practition engag in the teaching. the master� programm in european busi law provid an in-depth understand of both the practic and the theoret aspect of busi law within the european union. the programm provid both gener and specif knowledg of the european union legal framework which is necessari for student intend to work as legal advisor or busi decision-makers. the programm is deliv in english and is open to student with at least a three year degre in law bachelor ll.b or equival who want to specialis in european econom and busi law. the mooc cours in european busi law is a great cours to start with for student intend to appli for the master� programm in european busi law. even though the mooc cours doe not grant credit previou knowledg of the subject is consid upon admiss to the master� programme. for more inform about the master� programm in european busi law see https//www.law.lu.se/#!mebcompetit law trademark law legal write procur subsidi intellectu properti law market econom busi law intellectu properti busi business-essenti

negoti skill negoti and resolv conflictadvancedmodern organis are characteris by increasingli higher level of uncertainti complex and diversity. in our current globalis work environ how can you manag the power and polit that persist influenc organis decision-making? be savvi about organis polit and have the nou to negoti and resolv conflict is a critic capabl for manag at all levels. thi cours will develop your negoti and conflict resolut skill � crucial to becom a posit influenc in your organisation. via structur learn activ video lectur quizz discuss prompt and written assess you will conceptualis and measur power and politics; analys and develop strategi for influenc stakeholders; and learn how to act with integr and purpos when �play politics�.leadership and manag self-assess conflict resolut social skill negoti interact chang manag commun psycholog concept self-awar busi business-essenti

essenti in clinic simul across the health professionsconversantthi 7-week cours provid you with key strategi to help understand the foundat of clinic simulations. dure each modul you will learn about 7 key compon of clinic simul across the health profess and its' impact in your current posit as a healthcar professional. pleas util all of the resourc provid by each of the modul to support and enhanc your understand of each concept. you will learn about the follow topic in thi cours modul 1 get start in clinic simulation-th fundament modul 2 inacsl standard of best practic simul modul 3 implement simul in the curriculum modul 4 develop a simul center modul 5 basic of debrief in simul modul 6 evalu method in simul modul 7 sp in simul about the georg washington univers school of nurs rank among the top nurs school by u.s. new & world report the georg washington univers school of nurs educ and inspir nurs to provid high-qual compassion person-cent health care. the school develop leader activ engag in health promot patient advocaci and healthcar innov and prepar except nurs educ who pursu qualiti and advanc the profession. the school of nurs is commit to improv the health and wellb of peopl and commun local nation and globally. the school valu lifelong learn and it student advanc nurs practic leadership and educ as they make a differ in the world. for more in-depth simul educ pleas see the gw nurs simul initiatives. https//nursing.gwu.edu/gw-nursing-simulation-initiativesoper manag debrief evalu hospit administr simul program manag leadership and manag pedagogi order pair methodolog life-sci healthcare-manag

explor light hands-on activ and strategi for teachersbeginnerthi is an exploratorium teacher profession develop cours taught by teacher institut staff open to ani scienc teacher particularli middl or high school level and scienc enthusiast. thi is a hands-on workshop that explor topic and strategi teacher can use to help their student becom activ investig of light. watch a preview video copi and past thi link into your browser https//youtu.be/fpvtqubviw there are four week of cours content which requir 2-4 hour per week. each modul build upon the previou one so we strongli suggest you follow the sequenc we'v outlin rather than skip ahead or do the cours in less time. the cours is design to give you an opportun to learn and share with other not test what you know. there are weekli activ and reflect assign but these will not be graded. to receiv credit for thi cours you will need to complet the peer-review final assignment. as a particip you will - watch video that demonstr natur phenomena and the exploratorium' approach to teach and learn - conduct person investig by engag in hands-on activ base in those phenomena - reflect and share your experi do activ - discuss and identifi challeng and opportun for teach - devis a lesson of your own base on one or more of the activ each week we'll look at a differ light-rel topic we will start by examin human visual percept then take a brief histor tour of our evolv scientif understanding. we�ll also look at optic and optic instrument and finish by look at the wave natur of light. to get the most out of thi experi you'll have to tri out some activities! in return you'll get lot of valuabl teach resourc an in-depth understand of the subject matter and use tip and techniqu for the classroom. note thi is a hands-on workshop so you will need to buy or find materials. all of the materi requir are inexpens and should be easi to obtain and we welcom substitutions! a separ list of materi is avail for each activity.lesson plan strategi photographi wait system call lent experi order pair optic algorithm exhibit physic experi physical-science-and-engin physics-and-astronomi

fundament of wave and vibrationsintermediatese our cours teaser on http//goo.gl/su25sf wave are everywhere. on water of cours but also in the air as you hear a plane and under your feet dure an earthquak certainly. vibrat too are everywher in your bike as you go over a bump in you guitar as you play and of cours in your smartphone. you can guess that there is someth in common behind all this. thi is exactli the purpos of thi cours ! so if you want to understand better wave and vibrat and the relat between them and to use that knowledg in your field thi mooc is for you. we are go to consid ani possibl domain of applic such as civil engin aerospac engin plant biomechan and mani other ! thi is whi we call the cours �fundament of wave and vibrations�. there are so mani phenomena and so mani model that we need to work with you on the basic mechan . we look forward to see you in the cours and work togeth ! see also our relat cours on the coupl between fluid and solid at www.coursera.org/learn/fluid-solid-interact with the cours teaser on http//goo.gl/yksmndmedia & citizenship aerospac engin civil engin mechan engin geometri beam robot physic fluid mechan acoust audio engin physical-science-and-engin mechanical-engin

internet of thing v2 set up and use cloud servicesadvancedhav you wonder what exactli aw is and whi is it important? do you want to make inform design decis about which servic to use? do you want to gain expertis to leverag the cloud for your own projects? in thi cours you will learn to interfac with the aw cloud. you will then develop softwar to send data to and receiv data from the cloud. along the way you�ll learn how to structur your project with a varieti of these differ services. learn goal after complet thi cours you will be abl to 1 understand what the cloud is and how it works. 2 instal and configur the aw cli and sdk on a linux system. 3 use variou aw servic such as ec2 iot and mani more. 4 build project that heavili leverag the cloud. 5 integr the cloud into embed systems.project cloud comput interfac internet of thing commun model applic program interfac linux on embed system internet web physical-science-and-engin electrical-engin

foundat of healthcar system engineeringbeginnerthrough dynam video lectur and practic applic question you will learn about the foundat of healthcar system engineering. in thi cours you will learn about the current lack of synchron effici and integr healthcar system which are some of the driver for improv to healthcar delivery. also in thi cours you will learn about the differ type of system and how they are translat to the healthcar field for appropri system engin process applic with exemplars. upon system type articul and map the system engin approach will be introduc to help begin the process of 1 investig healthcar challeng need and requir development; 2 develop system concept that are deriv from requir and then realiz in physic and process form; and final 3 the establish of mean to verifi valid and deploy healthcar system that address the need and meet requirements. applic and exemplar will be provided.med manag system engin health informat health system engin healthi build medic bill health healthcar manag medic record biomed engin life-sci healthcare-manag

enhanc organiz commun with slackbeginnerbi the end of thi project you will learn how to enhanc organiz commun with slack the busi commun platform. to complet thi project you will creat your own workspac add public and privat channel and develop a collabor environment. to support your new digit environ you'll invit other to your slack workspac and bring their contribut into uniqu channel for work project plan brainstorm problem-solv and information-sharing. you will also amp up the effect of workspac commun by use channel and individu tag to loop other in on relev information. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.commun leadership and manag perform sourc internet social collabor commun plan collabor work environ media share project busi business-essenti

ai for medic diagnosisbeginnerai is transform the practic of medicine. it� help doctor diagnos patient more accur make predict about patients� futur health and recommend better treatments. as an ai practition you have the opportun to join in thi transform of modern medicine. if you'r alreadi familiar with some of the math and code behind ai algorithm and are eager to develop your skill further to tackl challeng in the healthcar industri then thi special is for you. no prior medic expertis is required! thi program will give you practic experi in appli cutting-edg machin learn techniqu to concret problem in modern medicin - in cours 1 you will creat convolut neural network imag classif and segment model to make diagnos of lung and brain disorders. - in cours 2 you will build risk model and surviv estim for heart diseas use statist method and a random forest predictor to determin patient prognosis. - in cours 3 you will build a treatment effect predictor appli model interpret techniqu and use natur languag process to extract inform from radiolog reports. these cours go beyond the foundat of deep learn to give you insight into the nuanc of appli ai to medic use cases. as a learner you will be set up for success in thi program if you are alreadi comfort with some of the math and code behind ai algorithms. you don't need to be an ai expert but a work knowledg of deep neural network particularli convolut network and profici in python program at an intermedi level will be essential. if you are rel new to machin learn or neural network we recommend that you first take the deep learn special offer by deeplearning.ai and taught by andrew ng. the demand for ai practition with the skill and knowledg to tackl the biggest issu in modern medicin is grow exponentially. join us in thi special and begin your journey toward build the futur of healthcare.multiclass classif medic imag comput vision medic diagnosi artifici neural network imag segment machin learn evalu imag process statist classif data-sci machine-learn

javascript variabl and assign operatorsbeginnerin thi beginning-level project you will work with javascript variabl and assign oper by write and test javascript code use the notepad++ text editor and the chrome browser. sinc variabl are use as contain to hold valu in javascript know how to use them is an essenti skill for a javascript programmer. you will learn how to creat a variabl name it correctli and use it to store a data valu use an assign operator. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web develop html javascript null coalesc oper data type ternari condit oper text editor project privat network modulo oper computer-sci mobile-and-web-develop

implant dentistryadvancedimpl dentistri is one of the most dynam and rapidli develop area within oral health care. in spite of increas popular of implantolog it is a rel new disciplin within dental educ and remain limit to post-gradu cours offer by dental school in mani part of the world today. with the vision to help dental practition gain clinic understand of implantolog and an opportun to provid implant treatment to their patient the faculti of dentistri of hku rank no. 1 dental school in the world in 2016 develop thi mooc to provid a world-class qualiti unbias evidence-bas and clinically-ori cours in thi discipline. watch cours trailer https//youtu.be/zzmlyy2eweo who are the faculties? the cours teacher includ more than 20 implant expert from 10 countries. among other you will learn from professor np lang switzerland / hong kong professor christoph h�mmerl switzerland professor rino burkhardt switzerland professor paul weigl germani professor saso ivanovski australia professor man yi china professor vasilio chronopoulo usa/ greec dr richard chan australia dr martin janda sweden dr chatchai kunavisarut thailand dr ian hs yip hong kong dr michael ho hong kong dr irina-florentina dragan usa dr adam siu hong kong dr jame chow hong kong dr alfr lau hong kong dr coral yao china dr niko mattheo hong kong and more. what are the content cover in the course? the mooc includ 5 modul and run over a period of 5 weeks. we will begin the journey of implant dentistri by explor how discoveri in biolog and technolog develop lead to the current practic of dental implants. then we will examin clinic case diagnos our patients� need and expect and learn the principl of treatment planning. we will learn step-by-step surgic procedur for place implant and variou restor techniqu direct by current evid and best practices. final we will investig major threat and complic of implant procedur and way to ensur success treatment and long serv implants. what is the aim of the course? thi mooc ha a strong clinic focu and is especi design to enhanc profession learn among dental practition and dental students. the cours aim to help the student learn the fundament of implant dentistri understand the treatment procedur and protocol and appli the compet gain through interact peer and case base learning. who is the cours for? the cours is special design to serv multipl group of learner from intermedi and experienc gener dental practition who want to establish and deepen their knowledg in implant dentistri and advanc toward implement implant treatment and restor procedur to dental student and recent graduat who wish to gain understand of implant dentistri and increas their compet in relat practice. the cours make good use of evidenced-bas educ sound elearn pedagogi and 21st centuri �live� resourc to engag and creat the best learn experi for our students.dent implant biomateri dentist digit dentistri patient plan surgeri dentistri orthodont dental prosthesi life-sci basic-sci

medic technolog and evaluationbeginnerinnov in medic technolog are one of the lead area of econom growth in the world. whether new technolog take the form of pharmaceut medic devic biotechnolog inform technolog of some combin of these innov the opportun for both privat enterpris and social welfar are substantial. howev these innov are not without cost and requir reimburs from either a privat or publicli financ health care deliveri system to enter the marketplace. thi cours aim to provid knowledg of the concept data and methodolog requir to critic evalu new medic technolog in order to secur financi invest reimburs and regulatori complianc object such as fda approval. the cours is design to provid understand of the analyt tool need to evalu medic technologies. after complet thi cours student will have the skill need to - understand the reimburs system financ medic technolog use. - understand the role of govern and regulatori agenc in the develop and use of new medic technologies. - identifi a popul to be serv by a medic technology. - use health care data to evalu a medic technology. - perform cost/benefit and cost/effect analysi of a new technology.cost benefit analysi clinic trial medic technolog evalu trial design health care health insur clinic trial insur medic devic busi financ

commun in the 21st centuri workplaceintermediatein today' fast-pac busi environ employe at all level find themselv be ask to handl more task meet more deadlin take on more respons and adapt to more change. ad to these challeng is the constantli shift divers of the workplac where cowork cope with gener gender age and cultur differences. commun both verbal and nonverb is at the foundat of everyth we do and say and is especi import in the 21st centuri workplace. the good news is that commun is a learn skill and can be improv upon with the right training. the focu of thi cours is to heighten students� awar of workplac commun and add new interperson skill with the end result of becom a more compet commun overall. target area includ the process and function of commun behavior pattern percept as realiti verbal and nonverb cue and behavior confid assert tact anger manag critic and construct feedback conflict resolut team build leadership interview and commun more effect with technolog email skype text etc.. upon complet thi cours you will be abl to 1. defin commun and it role in the workplac 2. describ benefit of effect commun in the workplac 3. identifi and explain most common audienc and techniqu for commun with each audienc 4. identifi and solv common obstacl to effect commun 5. summar the 5 step techniqu and explain it use in commun with your manag 6. discuss the best approach and commun techniqu for deliv bad news to your manag 7. describ way to make posit connect with your staff. 8. discuss techniqu for deciph the commun style of execut manag 9. discuss techniqu for identifi the characterist and driver of execut manag 10. discuss techniqu for persuad execut manag 11. identifi best practic for work success with virtual/remot team 12. appli proven techniqu for effect confer call and webinarsbusi commun activ listen commun conflict resolut workplac commun commun manag leadership and manag nonverb commun peer leadership busi business-essenti

excel/vba for creativ problem solv part 3 (projects)advancedin thi cours learner will complet sever vba projects. it is highli recommend that learner first take "excel/vba for creativ problem solv part 1" and "excel/vba for creativ problem solv part 2". thi cours build off of skill learn in those two courses. thi is a project-bas course. therefor the project are quit open-end and there are multipl way to solv the problems. through the use of peer review other learner will grade learners' project base on a grade rubric.interact comput program microsoft excel macro microsoft excel vba project manag microsoft project microsoft access usabl microsoft excel visual basic computer-sci algorithm

hardwar securityadvancedin thi cours we will studi secur and trust from the hardwar perspective. upon complet the cours student will understand the vulner in current digit system design flow and the physic attack to these systems. they will learn that secur start from hardwar design and be familiar with the tool and skill to build secur and trust hardware.graph color hardwar design trust platform modul vulner comput secur modular exponenti system secur cryptographi system design side-channel attack computer-sci computer-security-and-network

3d model for virtual realityadvancedthi cours will begin your journey to creat virtual realiti experiences. a virtual realiti experi is a new world that you step into and are entir immers in. creat a vr experi mean creat that world and all the object in it. in thi cours you will learn the basic of 3d graphic how we creat object and how to lay them out to creat an environment. you will learn techniqu like materi and textur that make your object appear realistic. you will also learn about audio techniqu to ensur that your experi sound great as well as look great. in all of these topic we will pay attent to the particular requir of virtual realiti includ pitfal and perform issu make sure your environ run fast enough in vr. you will learn all of thi use the profession game and vr engin unity3d. uniti is one of the most use game engin and is a rel easi but fulli featur introduct to 3d development. the cours will culmin in a project in which you will creat your own vr scene. vr develop is someth you can onli learn by do it yourself so work on your project will be the best way to learn.gam engin 3d comput graphic unreal engin graphic hardwar comput graphic three-dimension graph virtual realiti augment realiti autodesk 3d max 3d model computer-sci design-and-product

teach english now! teach languag onlineintermediatewheth you have alreadi taught english as a second languag and want to start teach it onlin you'v alreadi been teach esl onlin and want to sharpen your skill or you are new to teach and interest in teach esl onlin asu and voxi provid you with the basic idea and concept you need to know in order to success teach esl online. thi cours use a fun and interest theme of "intern travel" to deliv content in an entertain way. there are also plenti of real record onlin session video from voxi in the cours to show you exampl of what it look like to teach esl online. in thi cours you will learn about the best practic for teach english as a second languag online. thi includ an introduct to onlin teach second languag acquisit theori and how they appli to esl learner conduct a need analysi curat content for your cours design lesson plan and effect teach strategi that will help you to becom an success onlin esl teacher. the cours consist of a varieti of video and read follow by quizzes. in the last modul of the cours actual voxi onlin esl teacher share their experi in the onlin classroom.languag need analysi english languag tutor facilit korean languag pedagogi teach plan lesson plan language-learn learning-english

build basic gener adversari network (gans)beginnerin thi cours you will - learn about gan and their applic - understand the intuit behind the fundament compon of gan - explor and implement multipl gan architectur - build condit gan capabl of gener exampl from determin categori the deeplearning.ai gener adversari network gan special provid an excit introduct to imag gener with gan chart a path from foundat concept to advanc techniqu through an easy-to-understand approach. it also cover social implic includ bia in ml and the way to detect it privaci preserv and more. build a comprehens knowledg base and gain hands-on experi in gans. train your own model use pytorch use it to creat imag and evalu a varieti of advanc gans. thi special provid an access pathway for all level of learner look to break into the gan space or appli gan to their own project even without prior familiar with advanc math and machin learn research.model deep learn adversari model loss control gener knowledg represent experi gener model train pytorch data-sci machine-learn

get start in googl analyticsbeginnerin thi project you will learn how to connect your websit to googl analytics. you will be abl to use googl analyt to understand how your websit is performing. you will becom familiar with the googl analyt interfac and the standard report to better understand your websit audience. you will learn how to interpret thi data to improv your websit perform and effectiveness. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project copywrit digit market social media googl analyt social media market busi analysi analysi project manag analyt data-sci data-analysi

understand europ whi it matter and what it can offer youbeginnerregardless of where you live the european union not onli affect your life but may also transform it. by learn how europ work a new world will open up to you and discov new job you never heard of. the european union ha a larg yet often unnot impact on mani aspect of everybody� life. we will analyz what the eu is do for you regardless of where you live. we will also look at what you can do for and in europe. whether you are travel eat work do busi shop surf the internet or breath all these activ are larg shape by the eu. as a result no global citizen busi leader lawmak lobbyist or student can effect oper in europ or in the world without a solid understand of thi uniqu laboratori of integration. while the eu is often depict as a monstrou bureaucrat creatur condemn to irrelev by the emerg economi in 50 year it accomplish what other countri took centuri to realize. the eu remain the most accomplish experi of econom social and polit integr in human history. given it inher complex thi cours aim at empow you on what europ can offer and will enabl you to discov job and opportun you were not awar of. inde throughout the whole cours particip will be confront with real-lif exampl of eu action. eu affair profession will share their person eu experi and tell us about their eu jobs. you will also be abl to interact with the instructor and other particip share your opinion question the instructor� assumpt and henc shape the course� content.fund law busi law instrument comput program civic engag competit law monetari polici averag level play field trade social-sci governance-and-societi

futur develop in suppli chain financ and blockchain technologyadvancedthi cours focus on futur develop in suppli chain financ such as artifici intellig ai and applic program interfac apis. thi cours cover the basic concept of distribut ledger technolog dlt the key featur as well as the benefit the solut repres for suppli chain finance. thi cours conclud with an understand of the applic of blockchain technolog and how they impact suppli chain finance.fin blockchain entri point benefit model ethereum suppli chain fintech save leverag financ busi financ

regress analysi with yellowbrickbeginnerwelcom to thi project-bas cours on regress analysi with yellowbrick. in thi project we will build a machin learn model to predict the compress strength of high perform concret hpc. although we will use linear regress the emphasi of thi project will be on use visual techniqu to steer our machin learn workflow. visual play a crucial role throughout the analyt process. it is indispens for ani effect analysi model select and evaluation. thi project will make use of a diagnost platform call yellowbrick. it allow data scientist and machin learn practition to visual the entir model select process to steer toward better more explain models.yellowbrick host sever dataset from the uci machin learn repository. we�ll be work with the concret dataset that is well suit for regress tasks. the dataset contain 1030 instanc and 8 real valu attribut with a continu target. we we will cover the follow topic in our machin learn workflow exploratori data analysi eda featur and target analysi regress model cross-valid model evalu and hyperparamt tuning. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt yellowbrick and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.perform model project python program evalu regress analysi linear linear regress regress machin learn data-sci machine-learn

use canva to creat an interact mind mapbeginnerbi the end of thi project you will creat an interact mind map that is shareabl across team busi organ or with an audienc you want to market to. you will be abl to incorpor a color scheme imag and other design element that will draw your audienc in. thi cours will includ an introduct to mind map in canva a use for canva that isn�t a wide known use but is veri use when build idea and strategi and effect commun them. you will also learn how to add interact featur to your mind map in order to creat a use tool for all. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.audi commun project strategi brand map comput graphic mind map graphic design util busi market

convolut for text classif with kerasbeginnerwelcom to thi hands-on guid introduct to text classif use 1d convolut with keras. by the end of thi project you will be abl to appli word embed for text classif use 1d convolut as featur extractor in natur languag process nlp and perform binari text classif use deep learning. as a case studi we will work on classifi a larg number of wikipedia comment as be either toxic or not i.e. comment that are rude disrespect or otherwis like to make someon leav a discussion. thi issu is especi import given the convers the global commun and tech compani are have on content moder onlin harass and inclusivity. the data set we will use come from the toxic comment classif challeng on kaggle. to complet thi guid project we recommend that you have prior experi in python program deep learn theori and have use either tensorflow or kera to build deep learn models. we assum you have thi foundat knowledg and want to learn how to use convolut in nlp task such as classification. note thi cours work best for learner base in the north america region. we�r current work on provid the same experi in other regions.docu classif statist classif languag machin learn kera python program convolut tensorflow word embed natur languag process data-sci machine-learn

matrix factor and advanc techniquesintermediatein thi cours you will learn a varieti of matrix factor and hybrid machin learn techniqu for recommend systems. start with basic matrix factor you will understand both the intuit and the practic detail of build recommend system base on reduc the dimension of the user-product prefer space. then you will learn about techniqu that combin the strength of differ algorithm into power hybrid recommenders.algorithm recommend system leadership and manag matric evalu factor human learn machin learn kaggl track data-sci machine-learn

fundament of financi and manag accountingbeginnerthi is an introductori cours on financi and manag accounting. the first part of thi cours will introduc the basic account principl and account terminolog to understand how a compani keep control of financi event and provid inform on how it is performing. these basic concept will support the analysi of financi report compani prepare. we will go through balanc sheet incom statement financi statement learn how to read and analyz them. the cours will also provid the basi of manag account introduc some techniqu e.g. break- even analysi or npv to support manag in make short-term and long-term decis such as "i it conveni to dispos a product machin and buy a new one?" or "how mani product should the compani sell in order to break-even?" the cours will bring exampl and case studi that will help student better understand the practic applic of the basic account principl and techniques. at the end of the cours student will be abl to read understand and analyz financi document and to appli simpl techniqu to analys cost and evalu capit invest decisions.manag account contribut margin evalu cost invest financi account account leadership and manag gross margin financ busi financ

onlin game literatur new media and narrativeadvancedintend for both newcom who are curiou about video game and experienc gamer who want to reflect on their passion thi cours will explor what happen to stori paint and film when they becom the basi of massiv multiplay onlin games. the lord of the ring trilogy�th novel film and video game�ar our central exampl of how �remediation� transform familiar stori as they move across media. the cours is design as a university-level english literatur class�a multi-genr multimedia tour of how literatur film and game engag in the basic human activ of storytelling. our journey will enabl us to learn someth about narr theori introduc us to some key topic in media studi and cover some of the histori and theori of video games. it will also take us to some landmark of romanc literatur the neverend stori that lie behind most fantasi game j.r.r. tolkien� the fellowship of the ring a bit of edmund spenser� faeri queen and poem by keat tennyson brown and others. draw on centuri of romanc narr convent the twenty-first centuri game industri ha becom a creativ and econom powerhouse. it engag the talent of some of our brightest writer artist compos comput engin game theorist video produc and market profession and in 2012 it gener an estim $64 billion in revenue. anyon interest in today� cultur need to be convers with the way thi new medium is alter our understand of stories. join me as we set out on an intellectu adventur the quest to discov the cultur heritag of onlin games.analysi cognit map film game design storytel order pair game theori histori video game develop video game develop arts-and-human music-and-art

electron music perform techniquesbeginnerfrom the moog analog synthes in the 1960 to the contemporari usag of comput perform control and mobil devic electron digit instrument edi have long been capabl of offer artist a new rang of music expression. in thi one-of-a-kind cours you'll learn the essenti skill you need to perform on an edi. your instructor is edi musician and berkle colleg of music' electron product and design professor rishabh rajan. he will take you through the basic of edi perform and give you pointer on how to build an arrang on your edi. whether you have just order your first pad-control or have alreadi been experi with electron music thi class will teach you the basic of perform and arrang on the edi. you will start by learn how to build drum beat and read drum notation. then you will creat bass line and harmon accompaniment. final you will learn how to live loop all of these element and perform an arrang for a live audience.chord perform sound electron music gnu octav order pair music piano electron ableton arts-and-human music-and-art

autodesk fusion 360 integr cad/cam/caebeginnerdesign engin and manufactur are undergo a digit transform and the need for a collabor product develop environ is becom an ever-grow requirement. autodesk� fusion 360� meet thi need by connect cad cam and cae in a singl cloud-bas platform unlik ani other tool of it kind. thi cours build upon digit manufactur trend and foundat cad concept discuss in cours 1 of thi seri by introduc fusion 360 as a problem-solv tool. in thi cours we take the next step in connect cad cam and cae through a seri of short exercis on 3d model render simul and comput aid manufacturing. after complet thi cours seri you will be abl to � demonstr knowledg of and appli job entri level skill in comput aid design comput aid engin cae and comput aid manufactur cam use fusion 360 software. � describ and appli design base workflow for design engin and manufactur use fusion 360 software. � util fusion 360 cloud base collabor featur for project share and design review.3d model cnc machin render comput graphic computer-aid design autodesk manufactur process manag model autocad simul mechan design physical-science-and-engin mechanical-engin

advanc system secur topicsadvancedin thi mooc we learn rbac and abac access control to facilit the specif and manag of access policies. we learn exampl of how rbac is support by modern system such as docker and aw iam. we learn xacml 3.0 and an abac implement for control secur access to web document and network resourc with attribut certif and xacml architectur components. we show how to exhanc the data secur with geoencrypt secur enhanc geolock and r2d2 concept which deliv data to right place via right path. we show how googl map and web crytpo api can be integr for encrypt document on web browser without download app and associ them with geolock area to restrict unauthor and improp accesses.system secur encrypt author certif authent extens web browser secur public-key cryptographi access control specif technic standard computer-sci computer-security-and-network

review & metric for softwar improvementsadvancedthi cours cover techniqu for monitor your project in order to align client need project plan and softwar production. it focus on metric and review to track and improv project progress and softwar quality.softwar metric softwar project manag scrum softwar develop project manag softwar leadership and manag softwar engin softwar product manag project product manag computer-sci design-and-product

internet of thing sens and actuat from devicesintermediatehav you wonder how inform from physic devic in the real world get commun to smartphon processors? do you want to make inform design decis about sampl frequenc and bit-width requir for variou kind of sensors? do you want to gain expertis to affect the real world with actuat such as stepper motor led and gener notifications? in thi cours you will learn to interfac common sensor and actuat to the dragonboard� 410c hardware. you will then develop softwar to acquir sensori data process the data and actuat stepper motor led etc. for use in mobile-en products. along the way you�ll learn to appli both analog-to-digit and digital-to-analog convers concepts. learn goal after complet thi cours you will be abl to 1.\testim sampl frequenc and bit-width requir for differ sensors. 2.\tprogram gpio gener purpos input/output pin to enabl commun between the dragonboard 410c and common sensors. 3.\twrite data acquisit code for sensor such as passiv and activ infrar ir sensor microphon camera gp acceleromet ultrason sensor etc. 4.\twrite applic that process sensor data and take specif action such as stepper motor led matric for digit signag and game etc.robot command-lin interfac order pair bluetooth internet interfac display devic electr engin internet of thing c dynam memori alloc physical-science-and-engin electrical-engin

design and interpret of clinic trialsbeginnerclin trial are experi design to evalu new intervent to prevent or treat diseas in humans. the intervent evalu can be drug devic e.g. hear aid surgeri behavior intervent e.g. smoke cessat program commun health program e.g. cancer screen program or health deliveri system e.g. special care unit for hospit admissions. we consid clinic trial experi becaus the investig rather than the patient or their doctor select the treatment the patient receive. result from random clinic trial are usual consid the highest level of evid for determin whether a treatment is effect becaus trial incorpor featur to ensur that evalu of the benefit and risk of treatment are object and unbiased. the fda requir that drug or biolog e.g. vaccin are shown to be effect in clinic trial befor they can be sold in the us. the cours will explain the basic principl for design of random clinic trial and how they should be reported. in the first part of the cours student will be introduc to terminolog use in clinic trial and the sever common design use for clinic trial such as parallel and cross-ov designs. we will also explain some of the mechan of clinic trial like random and blind of treatment. in the second half of the cours we will explain how clinic trial are analyz and interpreted. final we will review the essenti ethic consider involv in conduct experi on people.random clinic trial research ethic clinic trial design trial design analysi interpret clinic research clinic trial ethic life-sci research

sustain develop in the 21st centuri with ban ki-moonintermediateth cours is design for peopl that want to learn about the latest develop agenda the intern commun agre to achiev by 2030. structur around the five pillar of agenda 2030 � peopl prosper planet peac and justic and partnership student will learn that these pillar are interconnect and need to be integr in practic policy-mak and oper activ for develop in both develop and develop countri settings. follow an introductori modul on the main concept of agenda 2030 and the sdg success modul will provid the foundat behind the sdg for peopl prosper and planet peac and partnership. a final modul will explor the way forward and provid channel that the young gener can particip to integr the sdg in the policy-mak of the students� resid countries. to get a better idea of our cours we welcom you to take a look at our promot video https//www.youtube.com/watch?v=katsb73teb4glob sustain biospher justic green job educ youth innov climat chang econom social-sci governance-and-societi

iot (internet of things) wireless & cloud comput emerg technologiesbeginneriot internet of thing devic are alreadi abund but new product that includ iot modul are now a common trend. also almost everyth is alreadi connect to a cloud and much more will be in the future. natur as thi trend continu in the near futur almost all devic and applianc will includ iot modul which will use sensor data collect and control/manag base on clouds. sinc we will live in an iot world support by cloud knowledg of the core technolog and platform of iot and cloud will enabl you with the tool to becom a true leader in the futur product and busi world. in thi cours the start-of-the-art iot and wireless network and cloud technolog are introduc for detail on 1g to 5g mobil commun and smartphon and smart devic technolog pleas take my cours �smart devic & mobil emerg technologies�. thi cours end with project that teach how to analyz bluetooth and w-fi wireless network and setup and use an ec2 elast comput cloud virtual comput in aw amazon web servic which is the most power and popular cloud technolog in the world. compar to the human bodi iot is the neural network and the cloud is the brain. thu i cordial welcom you into the brain and neural network of the futur intellig world!wi-fi bluetooth wireless mobil cloud comput commun wireless network cloud comput emerg technolog internet of thing internet information-technolog cloud-comput

the evolv universeintermediatethi is an introductori astronomi survey class that cover our understand of the physic univers and it major constitu includ planetari system star galaxi black hole quasar larger structur and the univers as a whole.astronomi evolut process vers protocol theori of rel astrobiolog physic solar system satellit energi physical-science-and-engin physics-and-astronomi

light up your world in uniti (introduct to lighting)advancedin thi two-hour project-bas cours you will be introduc to unity' power light system for ad differ type of light in your game world. thi project cover creat and set up differ light compon and configur your project' light and render settings. thi project will also touch on the light modul of the particl system to creat realist visual effects. the guid project will introduc you to the follow uniti ui concept - direct light - spot light - point light - render set - light set - particl system thi project make use of the fpsplayer script creat in creat a first-person camera vm-compatible! with c# in unity. it compliment thi guid project and although not a prerequisit is recommend for learner who are interest in code and would like to build their own fp camera.moonlight visual effect interact learn system f program evalu and review techniqu project tostan icaru project simul meta learn computer-sci software-develop

busi strategyintermediatein thi cours you will learn how organ creat captur and maintain valu and how it is fundament for sustain competit advantage. you will be abl to better understand valu creation and captur and learn the tool to analyz both competit and cooper from a varieti of perspect includ the industri level e.g. five forc analysi and the firm level e.g. busi model and strateg positioning. �\tunderstand how manag coordin differ function area resourc and system insid a compani and align them with the extern environ to enhanc overal perform �\tknowledg of strateg manag tool and framework and appli them to real busi context process divers busi and industri inform to diagnos strateg issu evalu strateg altern and formul a coher and action strateg plan �\thow to think like a ceo entrepreneur or gener manager. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.leadership busi strategi strateg analysi strategi leadership and manag strateg think analysi competit model strateg manag busi business-strategi

culmin project in health informaticsbeginnerthi capston cours in the health informat special will allow learner to creat a comprehens plan for an informat intervent of their choos and that will demonstr to current or futur employ the new skill obtain through the complet of thi seri of five cours in health informatics.sourc biomed engin translat medicin health informat pharmaci technician decis support system analysi pharmaci plan nurs life-sci health-informat

data process and featur engin with matlabbeginnerin thi cours you will build on the skill learn in exploratori data analysi with matlab to lay the foundat requir for predict modeling. thi intermediate-level cours is use to anyon who need to combin data from multipl sourc or time and ha an interest in modeling. these skill are valuabl for those who have domain knowledg and some exposur to comput tool but no program background. to be success in thi cours you should have some background in basic statist histogram averag standard deviat curv fit interpol and have complet exploratori data analysi with matlab. throughout the cours you will merg data from differ data set and handl common scenario such as miss data. in the last modul of the cours you will explor special techniqu for handl textual audio and imag data which are common in data scienc and more advanc modeling. by the end of thi cours you will learn how to visual your data clean it up and arrang it for analysi and identifi the qualiti necessari to answer your questions. you will be abl to visual the distribut of your data and use visual inspect to address artifact that affect accur modeling.kurtosi featur engin student residu smooth k-mean cluster analysi summari statist box plot outlier princip compon analysi data-sci data-analysi

web applic secur test with burp suiteintermediatebi the end of thi project you will learn the fundament of how to use burp suit commun edition. thi tool help secur profession and penetr tester assess web applic vulnerabilities. thi cours includ step on how to configur the proxi between the browser and web applic to intercept view alter and forward http request and respons and then analyz the result of your modifications. thi cours will also explain how to use a dictionari list to brute forc login and how to exploit file upload and sql inject vulnerabilities.softwar secur burp suit hypertext transfer protocol secur web applic secur sql inject penetr test web applic web internet secur computer-sci computer-security-and-network

model and debug embed systemsbeginnerthi cours can also be taken for academ credit as ecea 5387 part of cu boulder� master of scienc in electr engin degree. thi is part 3 of the specialization. in thi cours student will learn * about systemc and how it can be use to creat model of cyber-phys system in order to perform "what-if" scenario * about trimbl engineering' embed system for heavi equip autom * a deeper understand of embed system in the automot and transport market segment * how to debug deepli embed system * about lauterbach' trace32 debug tool * how to promot technic idea within a compani * what can be learn from studi engin failuresmodel market econom debug system engin in-band signal internet of thing smart highway i-dea analysi market segment computer-sci design-and-product

the power of market iii input market and promot efficiencyadvancedth final modul of the power of market cours begin by further explor firm behavior in imperfectli competit market set how firm with monopoli power can increas profit through price discrimination; and the price-output combin we can expect firm to select in case of monopolist competit and oligopoly. we will also analyz monopoli from an effici perspect and look at the effect of imperfect inform on firm and consum behavior. we will next turn to explor input market and what determin the demand for an input by a firm an industri and the overal market. we will also look at the factor that affect input suppli and how the suppli of an input interact with demand to determin input prices. we will use input market theori to analyz institut and govern polici such as the ncaa sport cartel the minimum wage social secur and immigration. final we will address the concept of market effici and what govern can do to promot it as well as how govern intervent may diminish it.consum behaviour basel iii discrimin suppli and demand price discrimin demand price price elast of demand market econom econom rent busi business-essenti

predict employe turnov with scikit-learnbeginnerwelcom to thi project-bas cours on predict employe turnov with decis tree and random forest use scikit-learn. in thi project you will use python and scikit-learn to grow decis tree and random forest and appli them to an import busi problem. addit you will learn to interpret decis tree and random forest model use featur import plots. leverag jupyt widget to build interact control you can chang the paramet of the model on the fli with graphic control and see the result in real time! thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed.decis tree scikit-learn random forest employ accuraci and precis statist classif random project forest python program data-sci machine-learn

introduct to translat sciencebeginnertransl scienc seek to speed up the process of move research discoveri from the laboratori into healthcar practices. numer scientif and organiz roadblock can act as obstacl along the path of translat and ultim hinder the speed of progress in medic research. the nation center for advanc translat scienc ncat wa establish by the nation institut of health nih to transform and acceler the translat research process with the intend result of get treatment to more patient faster. the field of translat scienc aim to bridg these gap by develop new approach technolog resourc and model demonstr the use of new approach technolog resourc and model dissemin the result data analys and methodolog to the broad scientif commun introduct to translat scienc is an introductori cours that provid student with a broad understand of translat scienc the type of research that are conduct under the translat scienc umbrella and how thi research impact the public at large.th cours will compar and contrast current impedi to clinic research with the potenti of translat scienc and will includ select case studi from the univers of rochester.transl research translat observ studi phase of clinic research health servic research clinic trial clinic research health polici laboratori research clinic trial life-sci basic-sci

creat a financi statement use googl sheetsbeginnerbi the end of thi project you will be abl to popul the googl sheet financi statement templat and feel comfort updat the differ tab on the financi statement template. you will have a better understand of how to use thi tool to help track and present financi inform for your company. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.numb spreadsheet analysi present financi statement budget balanc sheet receiv project financ busi analyt busi financ

build basic relat databas in�sql server manag studiobeginnerin thi one-hour base project you will appli the basic of work with relat databas within the sql server manag studio ssm environment. you will use the tool in ssm to diagram an exist databas and to creat and run some select and creat tabl structur queri languag commands. you will also acquir the basic terminolog that appli to all relat databases. by success complet the hands-on practic assign you will be better prepar for appli these basic concept in ssm in sql server classes. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.run databas project manag leadership and manag sql server manag studio entri point languag php relat databas sql computer-sci software-develop

analyz the universebeginnerus publicli avail data from nasa of actual satellit observ of astronom x-ray sourc we explor some of the mysteri of the cosmo includ neutron star black hole quasar and supernovae. we will analyz energi spectra and time seri data to understand how these incred object work. we util an imag tool call ds9 to explor the amaz divers of astronom observ that have made x-ray astronomi one of the most activ and excit field of scientif investig in the past 50 years. each week we will explor a differ facet of x-ray astronomy. begin with an introduct to the natur of imag format we then move on to exampl of how our imag program ds9 can aid our understand of real satellit data. you will use the actual data that scientist use when do their work. noth is "canned". you will be abl to appreci the excit that astronom felt when they made their import discoveri concern period binari x-ray sourc supernova and their remnant and extragalact sourc that have shape our understand of cosmology.virtu observatori astronomi sourc calcium mechan engin quantum mechan imag format averag observ observ astronomi physical-science-and-engin physics-and-astronomi

introduct to googl docsbeginnerin thi project you will use googl doc to creat a document. you will be abl to format text by creat paragraph form and set line spacing. you will also learn how to creat header and footer along with sub headers. tabl and chart will be use within the document. you will learn a coupl of method for insert chart that automat updat within the document. a review of how to share the document and protect the document while share will also be cover in the project. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.collabor document jpeg write googl analyt home screen project chart dox c++ busi business-essenti

foundat of busi strategyintermediatedevelop your abil to think strateg analyz the competit environ and recommend firm posit and valu creation. in thi cours develop at the darden school of busi at the univers of virginia top-rank faculti will help you explor the underli theori and framework that provid the foundat of a success busi strategi and provid the tool you need to understand that strategi swot competitor environment five forc and capabl analys as well as strategi maps.porter' five forc analysi capabl analysi competit strateg analysi strategi competitor analysi busi analysi analysi swot analysi busi strategi busi business-strategi

clinic natur languag processingadvancedthi cours teach you the fundament of clinic natur languag process nlp. in thi cours you will learn the basic linguist princip underli nlp as well as how to write regular express and handl text data in r. you will also learn practic techniqu for text process to be abl to extract inform from clinic notes. final you will have a chanc to put your skill to the test with a real-world practic applic where you develop text process algorithm to identifi diabet complic from clinic notes. you will complet thi work use a free onlin comput environ for data scienc host by our industri partner googl cloud.linguist corpora natur languag process stem radiolog match extract regular express pragmat natur languag data-sci data-analysi

creat a first-person camera (vm-compatible!) in unityintermediatein thi one-hour project-bas cours you will learn how to creat a camera control for a first person shooter game that will work on ani comput and virtual machine. thi project cover set up the fp camera and player write c# script that will control the player' movement use the keyboard key and control the camera angl use the mouse. note ordinarili an fp camera would use input.getaxi in unity. thi work on all platform but often break when use the uniti editor in virtual machines. thi guid project creat a solut which though more complex will work on a virtual machine. thi project make use of the sci-fi-them uniti scene creat in creat power-up and obstacl with c# in uniti which compliment thi guid project. although that project is not a prerequisit it' recommend for a more well-round understand of the concept present herein.mathemat tensorflow event comput virtual machin c++ comput keyboard boolean data type comput program virtual realiti factori computer-sci software-develop

manag your health the role of physic therapi and exerciseintermediatemanag your health the role of physic therapi and exercis will introduc learner to the concept and benefit of physic therapi and exercise. over six week learner will explor whi physic activ and exercis are import exercis and cardiovascular diseas exercis and osteoporosi exercis and cancer common sport injuri exercis and arthritiscanc physic therapi physic activ therapi exercis plan sport leadership and manag risk factor arthriti life-sci patient-car

causal infer 2intermediatethi cours offer a rigor mathemat survey of advanc topic in causal infer at the master� level. infer about causat are of great import in scienc medicin polici and business. thi cours provid an introduct to the statist literatur on causal infer that ha emerg in the last 35-40 year and that ha revolution the way in which statistician and appli research in mani disciplin use data to make infer about causal relationships. we will studi advanc topic in causal infer includ mediat princip stratif longitudin causal infer regress discontinu interfer and fix effect models.econometr instrument variabl princip stratif margin structur model fix effect model model causal infer analysi estim regress discontinu design data-sci probability-and-statist

key success factor in suppli chain financeadvancedimpl and manag a success financ program for a corpor buy organ by learn about the key success factor in suppli chain finance. in thi cours you'll learn about the challeng and bottleneck in suppli chain financ and understand their impact on suppli chain financ programs. thi cours will help you understand who the ideal custom is for a suppli chain financ program and understand how revenu is gener and such program are priced. you'll learn about the relev factor for supplier to come onboard and trade as well as identifi the key role and respons involv in suppli chain finance. addit thi cours will explain how to develop metric and list the necessari element for develop an effect financ program. by the end of thi cours you�ll be abl to perform a pre-sal analysi and a detail supplier analysi which are crucial for set up a suppli chain financ program.market analysi corpor bond presal consumpt econom procur trade sale suppli chain price busi financ

python basicsbeginnerthi cours introduc the basic of python 3 includ condit execut and iter as control structur and string and list as data structures. you'll program an on-screen turtl to draw pretti pictures. you'll also learn to draw refer diagram as a way to reason about program execut which will help to build up your debug skills. the cours ha no prerequisites. it will cover chapter 1-9 of the textbook "fundament of python program " which is the accompani text option and free for thi course. the cours is for you if you'r a newcom to python program if you need a refresh on python basic or if you may have had some exposur to python program but want a more in-depth exposit and vocabulari for describ and reason about programs. thi is the first of five cours in the python 3 program specialization.problem solv python syntax and semant turtl graphic comput program languag python program semant for loop basic program languag syntax computer-sci software-develop

advanc busi strategybeginneradv your strateg analysi skill in thi follow-up to foundat of busi strategy. in thi cours develop at the darden school of busi at the univers of virginia you'll learn the tool to analyz strategi across time competit dynam industri corpor strategi geographi intern strategi and institut non-market strategy. top-rank faculti will introduc the tool you need to complet a comprehens evalu and understand the strategi dynam of an industri competit lifecycl internation and stakehold analys and diversif matrices.strateg analysi strategi busi strategi strateg manag market competit leadership and manag analysi diversif market strategi stakehold analysi busi business-strategi

transact on the blockchainintermediatetoday larg intermediari establish trust in our economi and control the movement storag and alloc of money and assets. the statu quo howev is rife with inefficiencies. in thi cours we�ll address the mani challeng of the statu quo and discuss how cryptoasset smart contract new ident system and new financi busi model can help overcom them. you�ll learn how blockchain technolog empow individu entrepreneur and busi with the tool they need to help level the play field and to particip in the valu they create. by the end of thi cours you�ll learn how and whi transact on the blockchain can help us bring about a futur that is faster fairer and more distribut than the world we inhabit today.secur token cryptocurr enabl blockchain smart contract ethereum financ ident manag system double-entri bookkeep system financi servic busi business-strategi

facial express classif use residu neural netsbeginnerin thi hands-on project we will train a deep learn model base on convolut neural network cnn and residu block to detect facial expressions. thi project could be practic use for detect custom emot and facial expressions. by the end of thi project you will be abl to - understand the theori and intuit behind deep learn convolut neural network cnn and residu neural networks. - import key librari dataset and visual images. - perform data augment to increas the size of the dataset and improv model gener capability. - build a deep learn model base on convolut neural network and residu block use kera with tensorflow 2.0 as a backend. - compil and fit deep learn model to train data. - assess the perform of train cnn and ensur it gener use variou kpis. - improv network perform use regular techniqu such as dropout.artifici neural network machin learn imag process python program deep learn facial express numpi imag segment tensorflow back-end databas data-sci machine-learn

logist regress with numpi and pythonbeginnerwelcom to thi project-bas cours on logist with numpi and python. in thi project you will do all the machin learn without use ani of the popular machin learn librari such as scikit-learn and statsmodels. the aim of thi project and is to implement all the machineri includ gradient descent cost function and logist regress of the variou learn algorithm yourself so you have a deeper understand of the fundamentals. by the time you complet thi project you will be abl to build a logist regress model use python and numpi conduct basic exploratori data analysi and implement gradient descent from scratch. the prerequisit for thi project are prior program experi in python and a basic understand of machin learn theory. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt numpi and seaborn pre-installed.logist regress machin learn suppli chain regress analysi project mine python program project comput program numpi regress data-sci machine-learn

construct stock market indicesbeginnerin thi 1-hour long project-bas cours you will learn how to use googl financ to import stock price data identifi the free float of the stock use free-float weight to construct an index. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.publ float project microsoft excel market econom financ stock market weight stock index invest busi financ

predict hous price in r on boston hous databeginnerin thi 1-hour long project-bas cours you will learn how to complet a train and test set use an r function practic look at data distribut use r and ggplot2 appli a random forest model to the data and examin the result use rmse and a confus matrix. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.machin learn ggplot2 linear regress random project financ random forest euler' totient function r program microsoft excel data-sci data-analysi

herbal medicinebeginnerther is strong demand for altern to pharmaceut for a varieti of common ill due to concern of safeti efficaci and a desir for more �natural� products. despit thi grow interest �conventional� healthcar provid may have littl to no knowledg about herbal medicin which is further compound by the sometim mislead inform in the media and on the internet. thi cours provid the necessari background for provid to begin to incorpor herbal medicin into their practic particularli in regard to their therapeut properti efficaci or lack thereof and safeti concern includ qualiti control and potenti advers effects. continu educ credit thi cours ha been design to meet minnesota board of nurs continu educ requir for 16 contact hour and may be elig for ce credit from other profession board that allow self-docu of continu educ activities. it is your respons to check with your regulatori board to confirm thi cours meet your local requir and if necessari to provid them with the certif of complet you get if you pay for and fulfil all the requir of thi course.pati medicin antimicrobi herb-drug interact adaptogen symptom canning carmin herbal decoct life-sci patient-car

creat toolpath for a cnc lathebeginnercnc machin come in an almost endless array of configur for variou applications. so far we have onli talk about cnc mills. more specif vertic mill centers. in thi cours we turn our attent to the cnc lathe. we identifi the differ in a lathe� coordin system tool and how to creat lath specif toolpaths. want to take your learn to the next level? complet the autodesk cad/cam for manufactur special and you�ll unlock an addit autodesk credenti as further recognit of your success! the autodesk credenti come with a digit badg and certif which you can add to your resum and share on social media platform like linkedin facebook and twitter. share your autodesk credenti can signal to hire manag that you�v got the right skill for the job and you�r up on the latest industri trend like gener design. enrol in the special here https//www.coursera.org/specializations/autodesk-cad-cam-manufacturingautodesk autocad manufactur process mathemat optim chemic engin inequ mathemat mechan engin comput program entri point computer-aid design physical-science-and-engin mechanical-engin

system valid (2) model process behaviouradvancedsystem valid is the field that studi the fundament of system commun and inform processing. it is the next logic step in comput scienc and improv softwar develop in general. it allow autom analysi base on behaviour model of a system to see if a system work correctly. we want to guarante that the system doe exactli what it is suppos to do. the techniqu put forward in system valid allow to prove the absenc of errors. it allow to design embed system behaviour that is structur sound and as a side effect enforc you to make the behaviour simpl and insightful. thi mean that the system are not onli behav correctli but are also much easier to maintain and adapt. �model process behaviour' is the follow up mooc to 'automata and behaviour equivalences'. thi mooc show you how to model process behaviour in particular protocol and distribut algorithm dive deeper in the properti of system behaviour and keep thing simpl to avoid a state space explosion. read material. j.f. groot and m.r. mousavi. model and analysi of commun systems. the mit press 2014. thi cours is part 2 of the set of cours for system validation. system valid as a set of cours is part of a larger eit digit onlin programm call 'internet of thing through embed systems'.nul coalesc oper mcrl2 process parallel process ternari condit oper transit system bisimul system v modulo oper wait system call computer-sci software-develop

artifici intellig privaci and convenienceadvancedin thi cours we will explor fundament concept involv in secur and privaci of machin learn projects. dive into the ethic behind these decis we will explor how to protect user from privaci violat while creat use predict models. we will also ask big question about how busi implement algorithm and how that affect user privaci and transpar now and in the future.ord pair machin learn big data game theori privaci transpar human comput interact ethic averag semigroup action adversari model data-sci data-analysi

client book & schedul with picktimebeginnerthi cours will help you will develop a streamlin user friendli schedul tool that will allow you to easili manag client appoint and improv your team and time management. picktim let you add servic class and resourc allow you to schedul all of your busi need in one platform. from book client appoint to creat a reserv system for equip and meet room picktim can help you better manag and overse your busi operations. thi project is an introduct cours which will walk you through the program step by step. from how to set up a picktim account to creat a websit to maxim the full capabl and featur of the program thi is a hand on project from begin to end. it is design for busi owner and manag look to enhanc their schedul capabilities.schedul account time manag project leadership and manag html book maxim psycholog busi oper oper manag busi leadership-and-manag

creat a boggl word solver use recurs in pythonbeginnerin thi 1-hour long project-bas cours you will have creat a boggl word solver in python by defin variou function that load a 4x4 game board base on input recurs search in all allow direct for plausibl word use depth first travers and then print out the valid word base on length constraint and by cross-check whether the word exist in the store dictionary. you will also learn to store the dictionari in a trie data structur which make for more effici lookups. thi guid project is aim at learner who are want to learn or practic recurs and graph travers concept in python by develop a fun game. understand df and recurs is essenti and will greatli expand your program potenti as they are use at the base of variou algorithms. implement a prefix tree will also help you understand a new effici data structure. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.tre structur lookup tabl trie data structur tree travers python program ?-recurs function euler' totient function order pair recurs computer-sci software-develop

collect and share employe feedback with officevibebeginnerofficevib is an onlin feedback tracker that help human resourc and manag alik keep a finger on the puls of their organ and teams. whether it� conduct one-on-on meet creat team survey and report to better understand your team or prepar employe review � officevib can do it all. officevib is a simpl platform which can help you perform all of your manag duti while develop trust foster collabor and improv overal team performance. the goal of officevib is to focu on the human side of the job and creat a more effici and effect team through person connections. thi project will explor the mani free featur of officevib and get you well on your way to becom a more effect leader. officevibe� easi to use featur allow you to streamlin the feedback process and maxim your convers with your employees. with officevib feedback goe both way which allow you to elimin blind spot and better develop your employe and team. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.opinion target audienc leadership and manag usabl account puls employ sharehold person advertis human resourc busi leadership-and-manag

introduct to social media analyticsadvancedsoci media not onli provid market with a mean of commun with their custom but also a way to better understand their customers. view consumers� social media activ as the �voic of the consum � thi session expos learner to the analyt method that can be use to convert social media data to market insights. in introduct to social media analyt learner will be expos to both the benefit and limit of reli on social media data compar to tradit method of market research. partner with a lead social media listen platform thi cours provid learner with the foundat skill of social media listen includ the creation of monitor and common social media metrics. move beyond social media listen thi cours show learner how social media data can be use to provid insight into market structur and consumers� percept of the brand. learner will have the opportun to assess data and discern how to "listen" to the data by watch video lectur and complet activ practic quizz discuss board and peer assessments.analysi market analysi util data mine analyt social media social media measur media monitor social media analyt consum behaviour busi market

exploratori data analysi for machin learningintermediatethi first cours in the ibm machin learn profession certif introduc you to machin learn and the content of the profession certificate. in thi cours you will realiz the import of good qualiti data. you will learn common techniqu to retriev your data clean it appli featur engin and have it readi for preliminari analysi and hypothesi testing. by the end of thi cours you should be abl to retriev data from multipl data sourc sql nosql databas api cloud� describ and use common featur select and featur engin techniqu handl categor and ordin featur as well as miss valu use a varieti of techniqu for detect and deal with outlier articul whi featur scale is import and use a varieti of scale techniqu � who should take thi course? thi cours target aspir data scientist interest in acquir hands-on experience� with machin learn and artifici intellig in a busi setting. � what skill should you have? to make the most out of thi cours you should have familiar with program on a python develop environ as well as fundament understand of calculu linear algebra probabl and statistics.bayesian nonparametr statist featur engin statist hypothesi test outlier machin learn bayesian statist estim theori exploratori data analysi featur scale data-sci machine-learn

manag g suitebeginnermanag g suit is the second cours in the g suit administr series. thi cours focus on the g suit core servic such as gmail calendar and drive & docs. you will becom familiar with the variou servic set and learn how to enabl them for all or just a subset of your users. you will gain an understand of googl vault google� ediscoveri service. you will understand the variou admin consol report that are avail and be abl to search and filter the inform in these reports. final you will see how multipl domain can be use with g suit and learn how to add a new domain to your account. learn object by the end of thi cours particip will be abl to - enabl and disabl g suit servic for differ part of the organization. - configur common set for g suit core servic such as gmail calendar and drive and docs. - understand the mobil devic manag option avail in g suite. - describ googl vault and learn how to use it to retain search and export your organization' data. - navig and interpret g suit admin report and setup administr alerts. - explain the basic of multi domain manag within g suite. prerequisit you should have complet the introduct to g suit course.jpeg a/ros leadership and manag user comput bookkeep account applic program interfac recurs enumer set electron discoveri javascript syntax computer-sci computer-security-and-network

account and financ for it professionalsbeginnerthi cours present an introduct to the basic of financi account and financ for it professionals. the first part of the cours will focu on understand the most import financi statement name the balanc sheet the incom statement and the statement of cash flows. we will then focu on how we can understand the financi health and perform of the compani by examin a number of import financi ratio that are deriv from the financi statement of the company. the second part of the cours will focu on the basic of finance. thi includ the concept of time valu of money discount cash flow and capit budgeting. the cours will also introduc the idea of real option how they affect a project� npv and their impact of the decis to accept/reject a project. lectur on concept will be supplement with numer examples.capit budget futur valu net incom account financi statement systemat risk cash flow effect interest rate financi ratio financ busi financ

the talmud a methodolog introductionbeginnerth talmud is one of the richest and most complic work of literatur the world ha ever known. sinc be compos around 1500 year ago it ha inspir not onli religi rever but signific intellectu engagement. in thi cours learner will be introduc to the uniqu characterist of thi text and the challeng that inher in studi it while studi a chapter of the talmud. student of the cours can expect to develop an appreci for how the talmud work and whi it continu to inspir religi and intellectu devotion. they will be challeng to employ critic read skill and to analyz legal and histor concepts.interpret religion translat studi bibl organ manag law histori book israel scholar arts-and-human histori

intermedi intel� distribut of openvino� toolkit for deep learn applicationsadvancedthi cours is design for applic develop who want to deploy comput vision infer workload use the intel� distribut of openvinotm toolkit. the cours look at comput vision neural network model from a varieti of popular machin learn framework and cover write a portabl applic capabl of deploy infer on a rang of comput devices. the cours is target for applic develop and place focu on exampl and discuss of the develop workflow. as such the discuss includ not onli the detail about how to use the toolkit itself but topic like how to take benchmark to compar comput devic or what to do when you encount issues. the cours is made so that it serv as a how-to guid for develop a comput vision infer deploy with the toolkit. by the end of the cours student will have the skillset necessari to deploy their own comput vision applic use the toolkit.mobil applic test learn tool interoper archim sakai softwar learnabl comput vision microprocessor opm applic framework comput access computer-sci software-develop

data-driven test (via spreadsheet) with selenium & testngconversantselenium is one of the most famou ui test autom tool which work well with the testng test framework. data-driven test is test design and execut strategi where test data is extern to your function tests. one of the way is to keep the test data in extern file like excel sheets. the librari use to read data from the excel sheet is poi from apach in thi two hour guid project through hands-on practic experi you will go through concept write reusabl and structur code write util to read test data from an extern sourc like excel sheet and deriv test case through these test data.funct test test case reusabl test autom data-driven test test data microsoft excel sourc extern test design computer-sci software-develop

foundat of mine non-structur medic dataadvancedth goal of thi cours is to understand the foundat of big data and the data that is be gener in the health domain and how the use of technolog would help to integr and exploit all those data to extract meaning inform that can be later use in differ sector of the health domain from physician to manag from patient to care giver etc. the cours will offer to the student a high-level perspect of the import of the medic context within the european context the type of data that are manag in the health clinic context the challeng to be address in the mine of unstructur medic data text and imag as well as the opportun from the analyt point of view with an introduct to the basic of data analyt field.analysi research method evalu data mine digit imag medic write patholog electron health record electron health record ontolog inform scienc data-sci data-analysi

natur languag processingintermediatethi cours cover a wide rang of task in natur languag process from basic to advanc sentiment analysi summar dialogu state track to name a few. upon complet you will be abl to recogn nlp task in your day-to-day work propos approach and judg what techniqu are like to work well. the final project is devot to one of the most hot topic in today� nlp. you will build your own convers chat-bot that will assist with search on stackoverflow website. the project will be base on practic assign of the cours that will give you hands-on experi with such task as text classif name entiti recognit and duplic detection. throughout the lectur we will aim at find a balanc between tradit and deep learn techniqu in nlp and cover them in parallel. for exampl we will discuss word align model in machin translat and see how similar it is to attent mechan in encoder-decod neural networks. core techniqu are not treat as black boxes. on the contrari you will get in-depth understand of what� happen inside. to succeed in that we expect your familiar with the basic of linear algebra and probabl theori machin learn setup and deep neural networks. some materi are base on one-month-old paper and introduc you to the veri state-of-the-art in nlp research. do you have technic problems? write to us coursera@hse.rulanguag model n-gram named-ent recognit deep learn human learn tensorflow natur languag word2vec natur languag process data-sci machine-learn

game develop for modern platformsadvancedth devic or "platform" that a game is develop for and play on ha a massiv impact on the game develop process. in thi hands-on cours you will explor how to develop a game for a varieti of modern platform includ web window mac os x io and android. while build a complet game you will learn intermedi and advanc game develop techniqu in the uniti game engine. by the end of the cours you will understand how to develop refin packag and prepar your game for distribut on a varieti of game platforms. particular attent will be given to develop a 2d platform game that support multipl form of input keyboard/mous control and touch work across multipl form of output screen size screen resolut sound and perform well on a varieti of comput devices.unr engin uniti user interfac game program comput program game design level design user interfac interfac android develop video game develop computer-sci software-develop

medic neuroscienceintermediatemed neurosci explor the function organ and neurophysiolog of the human central nervou system while provid a neurobiolog framework for understand human behavior. in thi cours you will discov the organ of the neural system in the brain and spinal cord that mediat sensat motiv bodili action and integr sensorimotor signal with memori emot and relat faculti of cognition. the overal goal of thi cours is to provid the foundat for understand the impair of sensat action and cognit that accompani injuri diseas or dysfunct in the central nervou system. the cours will build upon knowledg acquir through prior studi of cell and molecular biolog gener physiolog and human anatomi as we focu primarili on the central nervou system. thi onlin cours is design to includ all of the core concept in neurophysiolog and clinic neuroanatomi that would be present in most first-year neurosci cours in school of medicine. howev there are some topic e.g. biolog psychiatri and sever learn experi e.g. hands-on brain dissect that we provid in the correspond cours offer in the duke univers school of medicin on campu that we are not attempt to reproduc in medic neurosci online. nevertheless our aim is to faith present in scope and rigor a medic school calib cours experience. thi cours compris six unit of content organ into 12 week with an addit week for a comprehens final exam - unit 1 neuroanatomi week 1-2. thi unit cover the surfac anatomi of the human brain it intern structur and the overal organ of sensori and motor system in the brainstem and spinal cord. - unit 2 neural signal week 3-4. thi unit address the fundament mechan of neuron excit signal gener and propag synapt transmiss post synapt mechan of signal integr and neural plasticity. - unit 3 sensori system week 5-7. here you will learn the overal organ and function of the sensori system that contribut to our sens of self rel to the world around us somat sensori system propriocept vision audit and balanc senses. - unit 4 motor system week 8-9. in thi unit we will examin the organ and function of the brain and spinal mechan that govern bodili movement. - unit 5 brain develop week 10. next we turn our attent to the neurobiolog mechan for build the nervou system in embryon develop and in earli postnat life; we will also consid how the brain chang across the lifespan. - unit 6 cognit week 11-12. the cours conclud with a survey of the associ system of the cerebr hemispher with an emphasi on cortic network that integr percept memori and emot in organ behavior and plan for the future; we will also consid brain system for maintain homeostasi and regul brain state.neurosci neurolog injuri neurolog clinic neurosci neurolog disord injuri human learn physiolog anatomi neurobiolog life-sci research

comput think for k-12 educ variabl and nest loopsadvancedhow can student learn about abstract by creat a movi scene? or make an interact map use lists? you'll learn and do it yourself in thi course! thi class teach the concept of abstract method and paramet and lists. for each concept we'll start by help you connect real-world experi you are alreadi familiar with to the program concept you are about to learn. next through a cognit scaffold process we'll engag you in develop your fluenci with problem solv with abstract and list in a way that keep frustrat at a minimum. along the way you will learn about the common challeng or "bugs" student have with these concept as well as way to help them find and fix those concepts. you'll also be guid in run classroom discuss to help student develop deeper understand of these concepts. final you'll learn about the import and logist of assign creativ student-design program projects. addit you will creat a person plan for increas your skill in support a cultur respons learn environ in your classroom.student' t-distribut order pair lesson plan interact variabl comput scienc laravel comput program brainstorm adob air display devic social-sci educ

supplier managementbeginnerthi cours will cover supplier select and evalu contract manag qualiti & risk manag and ethics. one of the import decis that a procur profession make is select the right supplier.w will cover how to evalu supplier use a veri simpl evalu tool to select the right suppliers. in contract manag we will expos you to six differ type of contract that a procur profession can consid for the contract. we will highlight 10 risk manag strategi that will mitig risk for your firm. lastli we will cover the veri import topic of procur ethics-what to do and not to do in ethic deal with suppliers. in addit to the video there are read materi and two case to support your learnings. both case will be assess via a peer group.evalu suppli chain contract manag procur supplier evalu ethic strategi suppli chain analyt supplier manag leadership and manag busi leadership-and-manag

uncov the survey data stori with chart in googl sheetsadvancedvisu are power tool to help us commun about data. when the data is decept complex simpl visual are often the most effect choice. survey data fall into thi categori and is an ideal candid for leverag chart in spreadsheet softwar to tell a data stori through visualization. in thi project you will gain hands-on experi with quick survey data evalu techniqu that focu on meaning data and accur commun that mean through chart visualizations. by the end of thi project you will be abl to confid leverag chart to accur tell a data stori use spreadsheet software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.measur chart bubbl chart project softwar commun custom experi bar chart spreadsheet spreadsheet softwar busi business-essenti

decentr applic (dapps)advancedthi third cours of the blockchain special prepar you to design and develop end-to-end decentr applic dapp � which provid anyon with access to the blockchain� featur and services. you will use truffl ide smart contract a simpl web client and a metamask client. you will learn about the architectur of a dapp the front-end client interfac back by the blockchain and smart contracts. the cours cover the basic design of a dapp truffl develop process and command init develop test and migrat test-driven develop of dapp dapp applic model and emerg standard that are essenti for predict dapp behavior. main concept are deliv through video demo and hands-on exercises.decentr solid applic program interfac event comput javascript test-driven develop ethereum peer-to-p smart contract blockchain computer-sci software-develop

understand econom policymakingadvancedthi is the first of the three cours part of the global econom growth and stabil specialization. thi cours will employ a non-techn approach to analyz how govern use polici to influenc a country' economy. upon complet the cours you should be abl to discuss nation debt and deficit examin fiscal and monetari polici and their appropri to the situat of an economi and anticip the result of fiscal and monetari polici and structur reform on a country. these concept will give you the tool to develop your own posit in mani current econom debat such as fiscal stimulu vs. auster the merit of quantit eas the need for higher interest rate or the futur growth path of mani modern economies.quantit eas monetari polici fiscal polici govern budget balanc tax revenu money market econom govern spend economi econom polici social-sci governance-and-societi

tech med transdisciplinari educ for critic hack of medic devicesintermediatethi cours seek to creat an inform public awar of the technic medic legal and ethic issu associ with implant medic devices. the cours featur convers with expert from a varieti of relev field to discuss the present and futur technolog ethic legal and social challeng associ with implant medic devices. disclaim thi cours is intend for educ purpos only. none of the inform provid in thi cours constitut medic or legal advice. if you have medic or legal question contact your physician or attorney.vulner comput medic devic secur by design biomed engin medic devic telemedicin render comput graphic medic devic direct healthcar manag patient life-sci healthcare-manag

becom part of the globalis workplaceadvancedth final cours aim to build learners� confid and adapt when commun in cross-cultur environ as they assum leadership respons to commun influenc in persuas workplac contexts. the cours focus on enhanc learners� profession persona for skil engag and intercultur commun with stakehold within and beyond the organ includ cross-department work team client and extern partners. learner will also discov and appli good practic in organis inform use visual aid and bodi languag for present while demonstr a heighten sens of cultur sensit in a given context. in all learner will acquir skill to demonstr persuas verbal and intercultur commun in workplac context which may includ dialogu and present to critic stakehold and effect task deleg to team members. at the end of thi cours learner will be abl to -\tanalys factor of motiv among workplac counterparts. -\trecognis the impact of cultur on factor of motivation. -\tcritiqu and craft persuas verbal commun product i.e. script of dialogu for exchang with work team and critic stakeholders. -\tappli principl of effect powerpoint slide design with consider for cultur sensitivity. -\tidentifi and adopt strategi on the use of voic and bodi languag for engag presentations.commun principl visual commun dialogu negoti present cultur languag audienc motiv personal-develop personal-develop

introduct to comput and offic product softwarebeginnerin thi cours you will learn the follow essenti comput skill for the digit age major hardwar compon of a comput system differ type of softwar on a comput system photo edit use gimp word process applic includ ms word ms excel and ms powerpointsoftwar coreldraw imag edit adob illustr microsoft excel quickbook desktop publish adob creativ suit photographi adob illustr artwork computer-sci design-and-product

stock valuat with dividend discount modelbeginnerin thi 1-hour long project-bas cours you will learn how to find dividend growth rate and cost of equiti and use that to find the fair price of a share. thi will teach you how to valu stock use dividend discount model ddm - one of the most common method equiti research analyst use to valu stocks. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.dividend stock split secur research risk-fre interest rate stock fair valu valu invest stock valuat market econom cost busi financ

michigan sport-rel concuss train certificationbeginnerwelcom to the michigan sport-rel concuss train certification. in thi cours you will learn about five key compon of sport-rel concuss identifi medic emerg debrief the michigan youth concuss legislatur review rest and rehabilit principl after a concuss occur understand the return to learn and return to school progress and final becom knowledg of the potenti long-term consequ of head impact exposur on brain health. thi cours satisfi the state-mand requir for concuss train in the state of michigan. in order to obtain the certif you must answer everi question on the quiz correctli which will be avail at the end of thi course. thi cours should take you approxim 20 minut to complete. the three lead instructor for thi cours dr. steve broglio dr. matt lorincz and dr. jt eckner are all affili with the michigan concuss center which strive to maxim societ and individu health through the relentless pursuit of concuss knowledge. dr. lorincz and dr. eckner are also affili with michigan neurosport. the goal of michigan neurosport is to inspir and implement solut for prevent and treatment of sport-rel concuss and their potenti long-term consequences. note if you success pass the quiz at the end of thi cours you'll still receiv an offici michigan sport-rel train certif even though a relat "full cours no certificate" messag appear in enrollment. furthermor an addit coursera complet certif will not be issued.human learn symptom gratitud sport concuss medicin concuss in sport emerg disast medicin emerg medic servic life-sci public-health

intern busi iconversantw live in a world of intensifi global relationship one in which intern busi ha becom the key determin of econom develop and prosperity. thi cours global busi environ part i introduc student to a fundament understand of the socioeconom polit cultur and linguist environ in which intern busi operate. thi cours util an inquiry-bas approach to understand countri level relationship in the global busi environment. it survey the global busi environ by ask and answer key question about societi the global economi cultur institut and languages. the question we will ask are 1. what is globalization? 2. is global new? 3. how do polit and social institut impact nation econom development? 4. what is the role of culture? 5. what are the gain from trade?6. free trade free-r trade or manag trade? 7. what are foreign currenc and how are exchang rate determined? 8. what doe the current global busi environ look like? thi inquiry-bas approach creat reflect opportun for student to better understand the environ in which busi operate. lectur are deliv in an engag manner which encourag reflect and inquiry.glob strategi market econom intern busi strategi intern relat econom busi strategi trade market global market busi business-strategi

data visual with plotli expressbeginnerwelcom to thi project-bas cours on data visual with plotli express. in thi project you will creat quick and interact data visual with plotli express a high-level data visual librari in python inspir by seaborn and ggplot2. you will explor the variou featur of the in-built gapmind dataset and produc interact publication-qu graph to augment analysis. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and plotli express pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.analysi chart interact data visual interact ggplot2 plotli python program data visual machin learn visual librari data-sci machine-learn

teach english now! second languag read write and grammarbeginnerin thi cours you will learn idea for teach read and write cours and how to includ grammar instruct within them. learn how to help student with differ type of read problem and how to implement both intens and extens read strategies. learn strategi to engag student in the stage of writing--pre-writ write and post-writing. find out about differ write problem that student may encounter. incorpor grammar through the use of notic and input enhancement.english languag teach write plan lesson plan grammar human learn strategi languag english grammar language-learn learning-english

sustain busi big issu big changesintermediatethi is class 3 in the mooc special becom a sustain busi chang agent. thi class look at the big issu compani are fix - climat chang water worker satisfact and suppli chain issues. you will learn tool to help your compani address these issu intelligently. the class end with an assign to set a science-bas carbon reduct target for a small company. ti is absolut cut edg material. onli about 300 compani in the whole world are do thi as of juli 2017. you could put your compani in the elit group! with the knowledg and tool you have acquir from the 3 class in thi special you are well on your way to make a differ in your compani and make the futur brighter for everyone. thank you for be part of thi program!intern sustain circular economi emiss trade suppli chain carbon footprint climat chang employ carbon sustain busi busi leadership-and-manag

analyz product opportun with createlybeginnerbi the end of thi project you will be fluent in identifi and analyz product and market opportun for new busi and in deriv next phase strategi from your analysis. thi will enabl you to gener posit result for your busi venture. thi project is design to engag and har your visionari and exploratori abilities. you will use proven model in competit strategi and the creat platform to explor and analyz these models. thi is an import step for individu or compani want to explor new market for product or services. we will practic critic examin market and product structur that affect the business. you will engag in evalu through exampl and hands-on practic make decis on product orient for exist market as well as new markets. furthermor you will assess whether to modifi or keep the product structur when enter the market. thi project further the knowledg and skill acquir dure "analyz market attract use creately" and is import step in engin a success product or service.integr project product develop market econom strateg analysi product strategi busi strategi product manag busi plan strategi busi business-strategi

build a linear layout app in android studiobeginnerin thi cours you will build an android app with a linear layout in android studio with the java program languag and will be given an explan of linear layout. thi app ha a piec of text ask the user to pick the type of movi they like over five check box for action drama scienc fiction romanc and fantasy. beneath these check box is anoth piec of text ask if watch movi is the favorit activ of the user with a toggl button for them to indic "yes" or "no". depend on if the user select "yes" or "no" for the toggl button anoth piec of text will chang between "what other activ do you like?" and "what do you prefer?". there is then five more check box for book art music sport and theater for the user to indic activ they like. final there will be a button to exit the app. the app will rememb the choic made by the user in their previou visit. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesord pair softwar engin exit system call xml checkbox java program android develop android studio comput program interfac computer-sci mobile-and-web-develop

inform secur context and introductionbeginnerin thi cours you will explor inform secur through some introductori materi and gain an appreci of the scope and context around the subject. thi includ a brief introduct to cryptographi secur manag and network and comput secur that allow you to begin the journey into the studi of inform secur and develop your appreci of some key inform secur concepts. the cours conclud with a discuss around a simpl model of the inform secur industri and explor skill knowledg and role so that you can determin and analys potenti career opportun in thi develop profess and consid how you may need to develop person to attain your career goals. after complet the cours you will have gain an awar of key inform secur principl regard inform confidenti integr and availability. you will be abl to explain some of the key aspect of inform risk and secur manag in addit summaris some of the key aspect in comput and network secur includ some appreci of threat attack exploit and vulnerabilities. you will also gain an awar of some of the skill knowledg and roles/car opportun within the inform secur industry.cryptographi leadership and manag secur manag inform secur network secur secur encrypt incid manag author risk computer-sci computer-security-and-network

method for solv problemsintermediatein thi cours we will explor differ type of problem the boundari of what make a problem solvabl and the differ algorithm rule and heurist we can implement to solv these problems.model logic machin learn appli probabl problem descript write heurist probabl comput problem problem solv match computer-sci algorithm

emerg phenomena in scienc and everyday lifeintermediatebefor the advent of quantum mechan in the earli 20th centuri most scientist believ that it should be possibl to predict the behavior of ani object in the univers simpli by understand the behavior of it constitu parts. for instanc if one could write down the equat of motion for everi atom in a system it should be possibl to solv those equat with the aid of a suffici larg comput devic and make accur predict about that system� future. howev there are some system that defi thi notion. consid a live cell which consist mostli of carbon hydrogen and oxygen along with other trace elements. we can studi these compon individu without ever imagin how combin them in just the right way can lead to someth as complex and wonder as a live organism! thu we can consid life to be an emerg properti of what is essenti an accumul of constitu part that are somehow organ in a veri precis way. thi cours let you explor the concept of emerg use exampl from materi scienc mathemat biolog physic and neurosci to illustr how ordinari compon when brought togeth can collect yield unexpect surpris behaviors. note the fractal imag sierpinkski triangl depict on the cours home page wa gener by a softwar applic call xao 3.4 which is distribut by the free softwar foundat under a gnu gener public license. upon complet thi cours you will be abl to 1. explain the differ in assumpt between an emerg versu reduct approach to science. 2. explain whi the reductivist approach is understood by mani to be inadequ as a mean of describ and predict complex systems. 3. describ how the length scale use to examin a phenomenon can contribut to how you analyz and understand it. 4. explain whi the search for gener principl that explain emerg phenomena make them an activ locu of scientif investigation. 5. discuss exampl of emerg phenomena and explain whi they are classifi as emergent.chao energi level event probabl theori random phenomenon neurosci astronomi determin conscious quantum comput physical-science-and-engin physics-and-astronomi

fpga capston build fpga projectsadvancedthi cours will give you hands-on fpga design experi that use all the concept and skill you have develop up to now. you will need to purchas a de10-lit develop kit. you will setup and test the max10 de10-lit board use the fpga design tool quartu prime and the system builder. you will design and test a binari code decim adder. design and test a pwm circuit with verif by simulation. design and test an adc circuit use quartu prime built-in tool to verifi your circuit design. creat hardwar for the nio ii soft processor includ mani interfac use qsi platform designer. instanti thi design into a top-level de10-lit hdl file. compil your complet hardwar use quartu prime. enhanc and test a work design use most aspect of the quartu prime design flow and the nio ii softwar build tool sbt for eclipse. creat softwar for the nio ii soft processor includ mani interfac use qsi platform design and the sbt. compil your complet softwar use the sbt. use quartu prime to program both the fpga hardwar configur and softwar code in you de10-lit develop kit. record all your observ in a lab notebook pdf. submit your project file and lab notebook for grading. thi cours consist of 4 modul approxim 1 per week for 4 weeks. each modul will includ an hour or less of video lectur plu read assign discuss prompt and project assign that involv creat hardwar and/or softwar in the fpga.compil electr engin softwar interfac comput program verilog project system design softwar engin portabl document format physical-science-and-engin electrical-engin

lesson | understand and be understood on the phonenot calibratedthi lesson is part of a full cours speak english profession in person onlin & on the phone. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to - compar pronunci differ between "can"and "can't" - produc accur pronunci for number in englishobjective-c employ number spreadsheet stress english languag rel chang and differ english grammar calibr father creativ write language-learn learning-english

energi the enterprisebeginnerthi cours provid a broad view of the evolv natur of energi and the influenc of cost avail sustain technic advanc lifestyl and concern over the environment. learner get a peek into our energi histori recent technic and societ advanc in clean energi and some of the more import adjust we have seen and will continu to see. it includ a discuss of how our energi infrastructur adapt to the chang landscap while manag cost often deploy a new workforc while provid highli reliabl grid power necessari for a robust and competit economy. materi cover current and futur workforc opportunities. thi cours is for individu consid a career in the energi field who have a high school diploma at minimum and basic knowledg of mathemat and exist energi sector employe with less than three year of experi who have not complet similar train and would benefit from a cours of foundat industri concepts. the cours is a combin of onlin lectur video read and discussions. thi is the fourth cours in the energi product distribut & safeti special that explor variou facet of the power sector and featur a culmin project involv creation of a roadmap to achiev a self-establish energy-rel profession goal. to learn more about the special check out a video overview at https//www.youtube.com/watch?v=2yh9qiyiudk.energi consumpt electr engin energi system embodi energi renew energi energi suppli natur ga energi energi industri suppli chain physical-science-and-engin electrical-engin

the introduct to quantum computingintermediate"quantum computing" is among those term that are wide discuss but often poorli understood. the reason of thi state of affair may be numer but possibl the most signific among them is that it is a rel new scientif area and it' clear interpret are not yet wide spread. the main obstacl here is the word "quantum" which refer to quantum mechan - one of the most counter-intuit way to describ our world. but fear not! thi is not a cours on quantum mechanics. we will gentli touch it in the begin and then leav it apart concentr on the mathemat model of quantum comput gener develop for us by physicists. thi doesn't mean that the whole cours is mathemat either howev there will be enough of it. we will build a simpl work quantum comput with our bare hand and we will consid some algorithm design for bigger quantum comput which are not yet developed. the cours materi is design for those comput scientist engin and programm who believ that there' someth els than just hll program that will move our comput power further into infinity. sinc the cours is introductori the onli prerequisit are complex number and linear algebra. these two are requir and they have to be enough. happi learning!quantum program quantum comput integ factor mathemat model tailor access oper quantum gate quantum cryptographi quantum algorithm quantum inform algorithm information-technolog support-and-oper

lead teamsintermediatein thi cours you will learn how to build your team improv teamwork and collabor and sustain team perform through continu learn and improvement. specif you will learn best practic for compos a team and align individu and team goals. you will also learn how to establish role build structur and manag decis make so that your team excels. thi cours will also help you manag critic team process such as conflict resolut and build trust that have a profound impact on your team� performance. you will discuss some of the best way to har the product potenti of team while mitig the risk and trap of teamwork. in modern organ most of work is done in team yet the result of teamwork are except mixed. mani team are poorli design and structur fraught with dysfunct conflict experi coordin breakdown and seriou motiv challenges. as a result mani team fail to realiz their potenti and frequent underperform even individu work on similar tasks. after complet thi cours you will acquir a set of tool and practic that enabl you to effect set up run evalu and continu improv your team. such insight will both make you a more effect team leader but also a standout contributor in team settings.perform leadership team build team leader project manag behavior team manag leadership and manag leadership develop leadership dynam busi leadership-and-manag

effect problem-solv and decision-makingbeginnercrit think � the applic of scientif method and logic reason to problem and decis � is the foundat of effect problem solv and decis making. critic think enabl us to avoid common obstacl test our belief and assumpt and correct distort in our thought processes. gain confid in assess problem accur evalu altern solut and anticip like risks. learn how to use analysi synthesi and posit inquiri to address individu and organiz problem and develop the critic think skill need in today� turbul times. use case studi and situat encount by class member explor success model and proven method that are readili transfer on-the-job. upon complet thi cours you will be abl to 1. choos and appli appropri problem solv and decis make process and method 2. identifi common obstacl to effect problem solv and decis make 3. recogn the human variabl in problem solv and decis make 4. assess major conceptu block and signific situat challeng 5. appli concept to enhanc person develop and organiz perform 6. explain the key element of problem solv and decis make and the barrier associ with themchang manag data analysi problem solv method chart group decision-mak decis make leadership and manag problem solv analysi decis analysi busi business-essenti

instruct design foundat and applicationsintermediatethi cours instruct design foundat introduc learner to the conceptu and theoret foundat of instruct design as well as the analysi aspect of instruct system design in order to creat an innov instruct solut to perform problem in organizations. thi particular cours also introduc learner to concept cover in the instruct design mastertrack certificate. upon success complet of thi cours you will be abl to ?describ the major concept of instruct system design ?describ the major learn and instruct theori ?describ the process of instruct design and instruct design model ?describ variou analysi activ for instruct designteach c++ educ behavior educ psycholog econom analysi climat chang instruct design train and develop social-sci educ

introduct to reproductionbeginnerdo you have question about sex hormon or menstrual cycles? thi is a crash-cours in human reproduct health through fact and biology-bas inform on a varieti of topics. "sex 101" will cover reproduct anatomi key biolog chang dure puberti sexual biolog and contracept method reproduct disord and a special introduct to the excit field of oncofertility. specif lectur titl are as follow 1 reproduct anatomi & hormon 2 menstrual cycl oocyt matur & sperm activ 3 sexual biolog fertil & contracept and 4 reproduct health & disorders. the object of thi cours is to ensur you understand reproduct health and not confus reproduct with sex or have sex. thi cours wa design with you in mind and is aim at provid you with qualiti inform that is meaning to you and that may be hard to find otherwise. reproduct health is an area of knowledg that need to be demystified. we have design thi cours for you to examin reproduct through a biolog and scientif len address these issu in a comfort and interact format that will lead to a better understand of holist health long-term.reproduct pregnanc anatomi menstrual cycl puberti oncofertil reproduct health hormon endometriosi sperm life-sci basic-sci

program languag part badvanced[a describ below thi is part b of a 3-part course. particip should complet part a first -- part b "dive right in" and refer often to materi from part a.] thi cours is an introduct to the basic concept of program languag with a strong emphasi on function programming. the cours use the languag ml racket and rubi as vehicl for teach the concept but the real intent is to teach enough about how ani languag �fit together� to make you more effect program in ani languag -- and in learn new ones. thi cours is neither particularli theoret nor just about program specif -- it will give you a framework for understand how to use languag construct effect and how to design correct and eleg programs. by use differ languag you will learn to think more deepli than in term of the particular syntax of one language. the emphasi on function program is essenti for learn how to write robust reusabl compos and eleg programs. inde mani of the most import idea in modern languag have their root in function programming. get readi to learn a fresh and beauti way to look at softwar and how to have fun build it. the cours assum some prior experi with program as describ in more detail in the first modul of part a. part b assum success complet of part a. the cours is divid into three coursera cours part a part b and part c. as explain in more detail in the first modul of part a the overal cours is a substanti amount of challeng materi so the three-part format provid two intermedi mileston and opportun for a paus befor continuing. the three part are design to be complet in order and set up to motiv you to continu through to the end of part c. week 1 of part a ha a more detail list of topic for all three part of the cours but it is expect that most cours particip will not yet! know what all these topic mean.typ system order pair small program languag lisp in small piec languag rel chang and differ racket program languag comput program function program closur comput program computer-sci software-develop

pycaret anatomi of regressionintermediatein thi 2 hour and 15 min long project-bas cours you will learn how to ow to set up pycaret environ and becom familiar with the varieti of data prepar task done dure setup be abl to creat see and compar the perform of sever model learn how to tune your model without do an exhaust search creat impress visual of model interpret model with the wrapper around shap librari and much more & all thi with just a few line of code. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.brute-forc search regress model stack abstract data type interpret perform coeffici of determin ensembl learn project regress analysi data-sci machine-learn

analysi of varianc with anova in googl sheetsbeginnerin everi domain it is critic to decis make to understand whether differ exist between two or more group of thing or outcomes. in thi cours you will test for differ with the one-way anova analysi of varianc technique. you will also learn how to design the test and appli tactic so that you are abl to confid report statist signific between and within group if it exists. for thi cours we will work side-by-sid in the free-to-us softwar googl sheets. by the end of thi cours you will be abl to appli anova and post hoc test use ani spreadsheet softwar and you will be abl to confid report level of statist signific in groups. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.softwar rel chang and differ gener statist box plot post hoc analysi autoregress integr move averag verif and valid null hypothesi analysi of varianc statist signific data-sci data-analysi

religion and thought in modern china the song jin and yuannot calibratedthi sequenc of four cours will propos a multi-disciplinari approach to the studi of chines cultur histori conceiv of as a success of mode of ration philosoph bureaucrat and economic. the focu will be on the moment of paradigm shift from one mode of ration to another. for each of these moment cultur fact and artifacts�thought literatur ritual�wil be examin in relationship to chang social polit and econom systems. the first two cours will cover the period of the war state 481-256 bce and the period of divis 220-589 ce with a brief excurs into the han 206 bce-220 ce. the war state laid the social and cultur foundat for the emerg of the imperi mode of rationality; the period of divis saw the buddhist �conquest� of china and the emerg of a ration defin by the opposit of the three teach to shaman that is of a clear contrast between elit and popular culture. the third and fourth cours will focu on the emerg of modern china in the song-yuan 960-1368 and of today� china 1850 to the present. we will see how the modern attack on religion redefin as "superstition" led not onli to religi reform movement but also to a societi in which scienc and the nation becam the primari valu system promot by the state. the cours are list below a critic cultur histori of china - earli china i intellectu chang in the war state and han 481 bce-220 ce a critic cultur histori of china - earli china ii religi transform in the period of divis 220-589 ce a critic cultur histori of china - modern china i religion and thought in the song jin and yuan 960-1368 a critic cultur histori of china - modern china ii structur valu 1850-2015emot religion thought illustr cultur state-spac represent histori innov chines languag teach arts-and-human histori

statist thermodynam molecul to machinesadvancedmodern engin research focus on design new materi and process at the molecular level. statist thermodynam provid the formal for understand how molecular interact lead to the observ collect behavior at the macroscale. thi cours will develop a molecular-level understand of key thermodynam quantiti like heat work free energi and entropy. these concept will be appli in understand sever import engin and biolog applications.biolog biophys statist mechan physic classic mechan hemodynam hamiltonian quantum mechan astronomi chemistri interact physical-science-and-engin mechanical-engin

formal financi accountingintermediatethi cours build upon what you learn in financi account foundat and financi account advanc topic and introduc you to formal foundat of financi accounting. the main purpos of the cours is to familiar you with technic term in financi account such as debit credit and t-account. while knowledg on technic aspect of financi account is not necessari to understand and interpret financi statement thi knowledg is critic to be abl to understand advanc topic in accounting. formal financi account is a prerequisit cours for the univers of illinois' imsa program and the terminolog we will cover will be use throughout the cours in imsa program. the univers of illinoi at urbana-champaign consist rank as one of the nation' top three account program now offer a master� in account at a veri afford tuition rate and is complet online. the�imsa�i a full master of account program and student graduat with a highli recogn master degree. tri an open cours or two then appli for admiss into the credit-bear version as you may be elig to take credit-bear cours dure the applic process. if you are miss ani prerequisit for the full degre you can complet coursera cours to demonstr readi and strengthen your applic for the�imsa. for more inform on thi exciting�onlin master' in account program refer to thi link�https//www.coursera.org/university-programs/imsa�account payabl financ account debit and credit stock equiti financ account receiv retain earn financi account financi statement busi business-essenti

the power of market ii market structur and firm behaviorbeginnerin order to maxim profit firm must ensur that ani given output level is produc at least cost and then select the price-output combin that result in total revenu exceed total cost by the greatest amount possible. with thi in mind thi second modul of the power of market cours address how firm can most effect convert input into final output and then cover determin the best price-output combin for a firm and how thi vari depend on whether the firm is oper in a perfectli competit or imperfectli competit market setting.profit maxim total revenu competit perfect competit market structur cost agricultur competit econom lerner index market econom busi business-essenti

behavior driven develop with selenium and cucumberintermediatebehavior driven develop encourag collabor between everyon involv in develop softwar develop tester and busi repres such as product owner or busi analyst bdd aim to creat a share understand of how an applic should behav by discov new featur base on concret examples. in thi 1-hour long project-bas cours you will learn how to write effect behavior-driven test use gherkin syntax integr selenium with cucumb write effect assert write data-driven test use cucumb real-world exampl use in the hands-on project make thi project a great learn experiencedata analysi syntax softwar collabor project manag write behavior english languag scrum softwar develop continu function computer-sci software-develop

survey analysi to gain market insightsintermediatehow do consum see your brand rel to your competitors? how should a new product be posit when it� launched? which custom segment are most interest in our current offerings? for these question and mani other survey remain the tri and true method for gain market insights. from one-off custom satisfact survey to brand track survey that are administ on a continu basi they provid the inform that market need to understand how their product servic and brand are seen by consumers. in analyt method for survey data learner will becom familiar with establish statist method for convert survey respons to insight that can support market decisions. techniqu discuss includ factor analyt cluster analysi discrimin analysi and multi-dimension scaling. these techniqu are present within the stp segment posit target framework enabl learner to appli the analyt techniqu to develop a market strategy. it is recommend that you complet the meaning market insight cours offer by coursera befor take thi course. note thi cours would requir use xl stat an excel add-on that student would need to purchase. xl stat offer a 30-day free trial so student could complet thi cours without incur addit expense.expens market analysi perceptu map strategi evalu market segment factor analysi lectur market analysi busi market

(non) statu quo attitud with netlogoconversanthav you ever wonder what is behind differ cultur trait and attitud toward the statu quo? or more broadli what influenc the zeitgeist of a society? gener speak when it come to chang or not the current spirit and state of affair of a given societi or commun some peopl show themselv as idealist and they can even inspir others. at the same time some other peopl are traditionalist and some are just neutral about how thing are. in thi guided-project you will develop an agent-bas model use netlogo that tri to use these persona to touch and gener insight around these questions. and while do so you will gain some hands-on knowledg on model build and debugging. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.const comput program interact euler' totient function present model simul phenomenon influenc debug comput program physical-science-and-engin research-method

the search for great idea har creativ to empow innovation.advancedwher do great busi idea come from? we all have compel busi concept that we'v been think about for years. in thi cours we will explor how to use observ tool and other techniqu for idea gener and we will talk about how to evalu the good idea from the bad. the goal is to settl on a busi idea that you are not onli passion about but also ha real market application. at the end of thi cours learner will be abl to -build a resourc inventori from which they can assess and creat market opportun -pursu market opportun consist with person passion and capabl and -triag potenti idea in term of which have the greatest potenti for commerci and person success. evalu servic innov busi plan creativ innov market analysi i-dea e-commerc entrepreneurship busi

dentistri 101intermediatedentistri 101 is an introduct to the excit and divers field of dentistri through the len of it mani practitioners. if you�r interest in explor dentistri as a profess or if you�r readi to pursu a career in it and want to prepar yourself for dental school and the profess that lie ahead dentistri 101 will help you better envis the path you can take. if you complet dentistri 101 you'll have a well-round introductori understand of the field of dentistri and you'll get glimps of the profess that aren't alway easili available. you'll also be better inform about and more prepar for the dental school admiss process if you choos to pursu it.dent implant orthodont pediatr dentistri dental hygienist restor dentistri digit dentistri dental assist dentistri dentist endodont life-sci patient-car

an introduct to practic deep learningintermediatethi cours provid an introduct to deep learn a field that aim to har the enorm amount of data that we are surround by with artifici neural network allow for the develop of self-driv car speech interfac genom sequenc analysi and algorithm trading. you will explor import concept in deep learn train deep network use intel nervana neon appli deep learn to variou applic and explor new and emerg deep learn topics.human learn algorithm long short-term memori object detect recurr neural network reinforc learn convolut neural network deep learn backpropag artifici neural network computer-sci software-develop

astrobiolog explor other worldsintermediatehow are astronom approach their search for life in the universe? what have we learn from the surg of exoplanet discoveries? how like is it that earth doe not host the onli life in the universe? in thi cours we explor the field of astrobiolog an emerg multidisciplinari field. progress in astrobiolog is driven by telescop on the ground and in space and by new insight on how life emerg on earth and it diversity. the topic in thi cours rang from the scienc of how exoplanet are detect to the chemistri that support the argument that the ingredi for life are common in the universe. we will follow the analys of expert in chemistri astronomi geolog and archaeolog to build a strong foundat of understanding. by the final assign student will be equip with the knowledg necessari to identifi what make a planet habit and how like it is that life exist there. student will graduat from thi cours inform about one of the most excit field in all of scienc and readi to discuss the current exoplanet news stori and discoveries.nasa star and exoplanet databas extremophil observ astronomi solar system evolut geolog astronomi genet astrobiolog chemistri physical-science-and-engin physics-and-astronomi

master final cut proadvancedthi cours unravel the post-product world for editors. student will dive into the key featur of apple� final cut pro softwar for video and audio edit and learn element for creat profession video with the use of transit and effect titl and motion graphic color correct 360 video and media management. thi self-pac cours prepar student to pass the final cut pro x certif exam. learn at your own pace retak the lesson as need and practic alongsid the appl certifi trainer. we recommend that you have a basic understand of maco video terminolog and while not requir experi with video product and workflow is helpful. thi cours wa develop by learnquest in associ with two highli experienc appl certifi trainer and editors.head-mount display social media video edit project 360-degre video java annot motion graphic design edit hard drive final cut pro busi business-essenti

check point jump start network securitybeginnerin thi cours brought to you by industri leader check point they will cover cybersecur threat and element of check point' secur manag architecture. thi cours will prepar you for the exam #156-412 at pearsonvue.https//home.pearsonvue.com/checkpointvirtu privat network resourc architectur secur firewal comput intern threat enterpris inform system display devic home secur information-technolog secur

creat your own sudoku solver use ai and pythonbeginnerin thi 1-hour long project-bas cours you will creat a sudoku game solver use python. thi problem is an exampl of what is call a constraint satisfact problem csp in the field of artifici intelligence. csp is a mathemat problem that must satisfi a number of constraint or limit all the time. in thi project you will use the backtrack algorithm to solv csp in a sudoku game. backtrack is a recurs algorithm that tri to build a solut increment remov solut that fail to satisfi the constraints. eventu you will be abl to use the knowledg acquir from thi project on far more complex project that employ these technologies. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.algorithm candid solut project backtrack solver python program i-dea machin learn recurs discard protocol computer-sci software-develop

idea 2 impact an introduct to translat assist health technolog and other productsadvancedidea 2 impact i2i is an onlin 6-week cours that will guid you step by step through the experi of develop an innov and entrepreneuri idea in the area of assist technolog at. each week you will focu on a stage of the translat process as you work in team to identifi a problem analyz stakehold defin a solut describ it benefit research the competit articul differenti and creat an action plan.posit market influenc market medic devic medic technolog i-dea biomed technolog medic devic problem find b2b sale busi plan life-sci research

batteri state-of-charg (soc) estimationadvancedthi cours can also be taken for academ credit as ecea 5732 part of cu boulder� master of scienc in electr engin degree. in thi cours you will learn how to implement differ state-of-charg estim method and to evalu their rel merits. by the end of the cours you will be abl to -\timplement simpl voltage-bas and current-bas state-of-charg estim and understand their limit -\texplain the purpos of each step in the sequential-probabilistic-infer solut -\texecut provid octave/matlab script for a linear kalman filter and evalu result -\texecut provid octave/matlab script for state-of-charg estim use an extend kalman filter on lab-test data and evalu result -\texecut provid octave/matlab script for state-of-charg estim use a sigma-point kalman filter on lab-test data and evalu result -\timplement method to detect and discard faulti voltage-sensor measurementsstochast process type i and type ii error estim probabl densiti function random variabl batteri manag system kalman filter random linear approxim error physical-science-and-engin electrical-engin

find purpos and mean in life live for what matter mostbeginnerwelcom to find purpos and mean in life live for what matter most! in thi cours you�ll learn how scienc philosophi and practic all play a role in both find your purpos and live a purpos life. you will hear from histor figur and individu about their journey to find and live a purpos life and will walk through differ exercis to help you find out what matter most to you so you can live a purpos life. as an ad benefit you will also have complimentari access for a period of time to the purpos app. thi groundbreak mobil and desktop app is design to help you build a purpos rhythm into each day so you can bring your best self to what matter most. look for more inform in week 1 of the course! by the end of thi cours you will 1. understand that have a strong purpos in life is an essenti element of human well-being. 2. know how self-transcend purpos posit affect well-being. 3. be abl to creat a purpos for your life don't be intimid thi is differ from creat "the purpose" for your life. 4. appli person approach and skill to self-chang and becom and stay connect to your purpos everi day. we are thrill that you are here! we look forward to hear and learn from you throughout thi course!rel chang and differ happi meaning life behavior self-reflect medit averag physiolog psycholog of self self-esteem personal-develop personal-develop

autodesk certifi profession autocad for design and draft exam prepintermediateprov to potenti employ that you�r up to the task by becom an autodesk certifi professional. thi onlin cours from autodesk prepar you by offer an overview of skill that match what is cover in the autodesk certifi profession autocad for design and draft exam. the video lesson are structur to match the exam� object domain and follow the typic workflow and featur of the autocad softwar includ section on draw and organ object draw with accuraci advanc edit function layout print and output annot techniqu and reusabl content and draw management. in the cours you will creat draw object manag layer appli object snap and work with the user coordin system. you�ll edit object and appli rotat and scale array techniqu grip edit offset fillet and chamfer and trim and extend. you will also gain an understand of exam topic such as layout and viewport output format and draw management. brush up on markup tool hatch and fill text tabl multilead dimens and much more. about the autodesk certifi profession autocad for design and draft exam the autodesk certifi profession autocad for design and draft exam is the recogn standard for measur your skill and knowledg in autocad. certif at thi level demonstr a comprehens skill set that provid an opportun for individu to stand out in a competit profession environment. thi type of experi typic come from have work with the softwar on a regular basi for at least 2 year equival to approxim 400 hour minimum - 1200 hour recommend of real-world autodesk softwar experience. readi to take the exam? schedul to take the exam onlin or find a test center near you on pearsonvue.com/autodesk.autodesk revit architectur test prepar autodesk viewport 3d model computer-aid design autocad architectur architectur autocad p-rep physical-science-and-engin mechanical-engin

tricki american english pronunciationintermediatein thi cours you�ll practic the sound of american english that might sometim be confusing. you'll practic both conson and vowel sounds. you�ll also learn about the thing that give english it special �music � such as how to stress the right syllabl in a word how to make your voic go up and down in a natural-sound melodi and how to natur connect sound and words. learn these thing will help you speak more clearli and make sure that other can understand what you'r saying. thi cours is use for english languag learner who want to improv pronunci of american english for better communication. note that access to all of the lectur and handout are free to anyon but the grade assign and quizz are onli avail in the paid version of the course. you will need to submit record of your own pronunci for grade assignments.languag speech listen phonet commun english languag sound confid stress grammar language-learn learning-english

algorithm think (part 2)advancedexperienc comput scientist analyz and solv comput problem at a level of abstract that is beyond that of ani particular program language. thi two-part class is design to train student in the mathemat concept and process of "algorithm thinking" allow them to build simpler more effici solut to comput problems. in part 2 of thi cours we will studi advanc algorithm techniqu such as divide-and-conqu and dynam programming. as the central part of the cours student will implement sever algorithm in python that incorpor these techniqu and then use these algorithm to analyz two larg real-world data sets. the main focu of these task is to understand interact between the algorithm and the structur of the data set be analyz by these algorithms. onc student have complet thi class they will have both the mathemat and program skill to analyz design and program solut to a wide rang of comput problems. while thi class will use python as it vehicl of choic to practic algorithm think the concept that you will learn in thi class transcend ani particular program language.data cluster algorithm closest pair of point problem dynam program sequenc align mathemat davi putnam algorithm algorithm comput program algorithm python program computer-sci software-develop

modern javascript es6 basicsbeginnerin thi project you'll learn the most fundament es6 featur and practic them with live hands-on examples. you'll start write modern javascript and realli understand whi we need es6. master modern javascript start with understand the reason behind the main es6 featur - arrow function variabl templat literals. do so will help you grasp the concept behind node react and angular.react web framework web develop ecmascript euler' totient function php angular rel chang and differ javascript angularj node.j computer-sci software-develop

use googl form to analyz user research databeginnerus research is at the heart of creat engag user friendli and success product servic and designs. by the end of thi project you will learn the fundament of user research by design and creat a survey use googl form on new featur custom would like to see in a mobil bank app. you will also learn how to gather feedback and organ it into a present format.onlin shop user research data analysi market research organ manag project market write digit market bank busi business-strategi

build an app in android studio use read-writebeginnerin thi project you will build an android app that creat text file in intern storag when need will write to those file and will read from those files. the app will also interact with text file imag string and a string array that are save as resourc in the project can be access by refer throughout the app. thi app will have a piec of text from the string file ask the user to select the name of an author from a spinner a type of drop down menu where the user select from a set of option - from the string file. there will be an imag imageview below the spinner which will chang from the drawabl directori to match whichev author the user selects. beneath thi will be a piec of text textview with the name of a book and the year it wa publish from the string file which will chang to match the select author. there will be anoth piec of text textview which will contain an appropri quot read from the appropri text file in a raw directori from the name book below thi quot will be two button one with "read review" on it and the second with "submit review" on it. when the user click the "read review" button a textview will appear contain a the previous submit review if one exists. the user will also be given the option to "submit review" whiich when click give access to an imput box edittext into which a review can be typed. when a "submit" button is then click thi review is written to a text file in intern storag not resourc to a review file for that author. if the file doe not exist then the app will creat the file first then write the review to it. when the user close the app the program will rememb the final choic made by the user in their previou visit. when launch the app will also read all inform in the review file in intern storag and bring the review into the app for use. you will upload an apk of the app to a websit call appetize.io to test the app. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesresourc array save order pair intern refer comput scienc android develop drop-down list android studio project computer-sci mobile-and-web-develop

inferenti and predict statist for businessbeginnerthi cours provid an analyt framework to help you evalu key problem in a structur fashion and will equip you with tool to better manag the uncertainti that pervad and complic busi processes. the cours aim to cover statist idea that appli to managers. we will consid two basic theme first is recogn and describ variat present in everyth around us and then model and make decis in the presenc of these variations. the fundament concept studi in thi cours will reappear in mani other class and busi settings. our focu will be on interpret the mean of the result in a busi and manageri setting. while you will be introduc to some of the scienc of what is be taught the focu will be on appli the methodologies. thi will be accomplish through use of excel and use data set from mani differ disciplin allow you to see the use of statist in veri divers settings. the cours will focu not onli on explain these concept but also understand the mean of the result obtained. upon success complet of thi cours you will be abl to �\ttest for belief about a population.. �\tcompar differ between populations. �\tuse linear regress model for prediction. �\tlearn how to use excel for statist analysis. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.regress analysi statist analysi statist hypothesi test statist infer gener statist regress hypothesi test infer analysi hypothesi busi business-essenti

imag classif with cnn use kerasbeginnerin thi 1-hour long project-bas cours you will learn how to creat a convolut neural network cnn in kera with a tensorflow backend and you will learn to train cnn to solv imag classif problems. in thi project we will creat and train a cnn model on a subset of the popular cifar-10 dataset. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should be familiar with python and convolut neural networks. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.kera imag process python program artifici neural network deep learn statist classif front and back end tensorflow convolut neural network machin learn data-sci machine-learn

municip solid wast manag in develop countriesintermediatehav you come across larg pile of garbag in neighbourhood and street and smelli wast dispos site pollut the environ of low- and middle-incom countries? do you want to know what kind of sustain solut are appropri to better manag wast and enhanc recycl and recovery? if ye thi cours is for you! thi cours provid you with an overview of the municip solid wast manag situat in low- and middle-incom countries. it cover key element of the wast manag system such as it technic environment social financi and institut aspects. besid understand the challeng you will be introduc to appropri and alreadi appli solut through select case studies.sustain circular economi compost economi solid wast manag plan leadership and manag resourc energi environment protect physical-science-and-engin environmental-science-and-sustain

tricki english grammarintermediateenglish is a difficult languag to learn becaus of it mani obscur grammat rule which are fairli easi to mess up--even for nativ speakers. while it� easi for non-n speaker to get overwhelm by confus grammar rule in thi cours we'll provid you with tip that will help you understand the rule more easili and give you lot of practic with the tricki grammar of everyday english. pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.english languag languag grammar korean languag translat tput colloc adject english grammar punctuat language-learn learning-english

burgo deciph secret of mediev spainadvancedthi advanc cours focus on two primari goal 1 apprais how jew christian and muslim shape the histori of mediev spain and 2 master the craft of spanish paleographi the skill of identifi spanish handwrit in the 11th- through 15th-centuri manuscripts. through the len of the mediev histori of burgo we dedic 75% percent of our effort to develop pragmat expertis in the interpret of carolingian/french/goth handwriting. specif the cours explor how the royal castilian citi of burgo influenc and wa influenc by jew christian and muslims. we close evalu the spanish christian reconquest the plagu and the 14th-centuri castilian civil war anti-jewish pogrom the emerg of elit converso jewish convert to christian and the role of the king and roman cathol church in the creation of cathol spain. through onsit interview in archiv and museum in burgo we experi the mediev citi artifact and manuscripts. while we teach use spanish manuscript veri littl or no knowledg of the spanish languag is necessari to complet the course. use an intens array of paleographi practic exam independ project and collabor effort you will garner except skill that you can appli to interpret ani mediev european handwriting. to demonstr your masteri of paleographi you will 1 creat a 14th-15th-centuri alphabet numer and abbrevi guid use manuscript imag and 2 transcrib one select from a mediev manuscript.numb spreadsheet religion histori phonolog decipher linguist r&d manag five ws languag pragmat arts-and-human histori

machin design part iadvanced�machin design part i� is the first cours in an in-depth three cours seri of �machin design.� the �machin design� coursera seri cover fundament mechan design topic such as static and fatigu failur theori the analysi of shaft fasten and gear and the design of mechan system such as gearboxes. throughout thi seri of cours we will examin a number of excit design case studi includ the materi select of a total hip implant the design and test of the wing on the 777 aircraft and the impact of dynam load on the design of an bolt pressur vessel. in thi first cours you will learn robust analysi techniqu to predict and valid design perform and life. we will start by review critic materi properti in design such as stress strength and the coeffici of thermal expansion. we then transit into static failur theori such as von mise theori which can be util to prevent failur in static load applic such as the beam in bridges. final we will learn fatigu failur criteria for design with dynam load such as the input shaft in the transmiss of a car.stress problem solv failur caus causal analysi materi failur analysi design analysi mechan design failur physical-science-and-engin mechanical-engin

creat and design digit product use canvabeginnerbi the end of thi cours you will creat templat for digit product that you can sell in the marketplac use canva. you will be abl to incorpor a color scheme imag and other design element for aesthet pleas and sellabl products. thi cours will includ intermedi to advanc level skill use the free version of canva. creat high-qual digit product is the perfect way to showcas your design expertis and build a busi without a larg investment. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.docu logo sale digit distribut brand digit market project design expert product manag photographi busi market

american contract law iintermediateamerican contract law i along with it sister cours contract ii provid a comprehens overview of contract law in the unit states. the cours cover most of the key concept found in a first year law school class. each lectur is base on one or more common-law case integr legal doctrin with polici discussions. the cours also cover key section from the uniform commerci code ucc which govern the sale of goods. by the end of the cours the learner should be abl to understand format how a valid and enforc contract is creat includ concept such as offer accept consider and promissori estoppel.arbitr contract a accept american law famili law common law corpor law law doctrin real estat social-sci law

genom data scienc capstoneadvancedin thi culmin project you will deploy the tool and techniqu that you'v master over the cours of the specialization. you'll work with a real data set to perform analys and prepar a report of your findings.bioinformat molecular biolog biostatist data analysi gene genet comput biolog analysi genom forget data-sci data-analysi

becom a changemak introduct to social innovationintermediatethi free 6 week cours is for anyon who want to make a difference. whether you are alreadi familiar with the field of social innov or social entrepreneurship work for an organ that want to increas it social impact or just start out thi cours will take you on a journey of explor the complex problem that surround us and how to start think about solutions. we will debunk common assumpt around what resourc are need to begin act as a social innovator. we will learn from the numer exampl of social innov happen all over the world. you will be challeng to get out of your comfort zone and start engag with the divers space around you. by the end of the cours you will have form your own approach to social innov and you will have begun to develop the concept mindset skill and relationship that will enabl you to start and evolv as a changemaker. you will be abl to purchas a verifi certif if you wish to show evid of your achiev but thi is option and you may appli for financi aid if you are unabl to pay the certif fee. the bertha centr for social innov and entrepreneurship co-creat thi cours with rlab a social movement �born-and-bred� in bridgetown cape town that is now activ in 22 countries. the movement empow youth through innov and disrupt technolog by teach them vital skill and provid much need support and a sens of community. advoc and support initi such as rlab form part of the bertha centre� mandate. the centr is a specialis unit at univers of cape town� graduat school of busi and is the first academ centr in africa dedic to advanc social innov and entrepreneurship. you can view the cours trailer at www.youtube.com/watch?v=tcwyg64wo20 tweet about thi cours use the hashtag #socinnmoocresourc manag entrepreneurship design think innov thought social work social entrepreneurship leadership and manag system think resourc busi entrepreneurship

quantum optic 1 singl photonsbeginnerthi cours give you access to basic tool and concept to understand research articl and book on modern quantum optics. you will learn about quantiz of light formal to describ quantum state of light without ani classic analogu and observ allow one to demonstr typic quantum properti of these states. these tool will be appli to the emblemat case of a one-photon wave packet which behav both as a particl and a wave. wave-particl dualiti is a great quantum mysteri in the word of richard feynman. you will be abl to fulli appreci real experi demonstr wave-particl dualiti for a singl photon and applic to quantum technolog base on singl photon sourc which are now commerci available. the tool present in thi cours will be wide use in our second quantum optic cours which will present more advanc topic such as entangl interact of quantiz light with matter squeez light etc... so if you have a good knowledg in basic quantum mechan and classic electromagnet but alway want to know �\thow to go from classic electromagnet to quantiz radiat �\thow the concept of photon emerg �\thow a unifi formal is abl to describ appar contradictori behavior observ in quantum optic lab �\thow creativ physicist and engin have invent total new technolog base on quantum properti of light then thi cours is for you.astronomi random number gener quantum mechan quantum cryptographi optic algorithm eigenvalu and eigenvector tailor access oper beam robot quantum comput quantum technolog physical-science-and-engin physics-and-astronomi

interfac with the raspberri piadvancedth raspberri pi use a varieti of input/output devic base on protocol such as hdmi usb and ethernet to commun with the outsid world. in thi class you will learn how to use these protocol with other extern devic sensor motor gp orient lcd screen etc. to get your iot devic to interact with the real world. most physic devic use analog signals; howev comput hardwar is digit so in thi class you will learn how these signal are convert back-and-forth and how thi must be consid as you program your device. the basic design of a sensor-actu system will also be covered. you will also learn how to build more sophist hardwar system use raspberri pi expans board to creat fun and excit iot devices. pleas note that thi cours doe not includ discuss forums.python program comput program applic program interfac internet of thing socket raspberri pi java annot camera modul internet interfac physical-science-and-engin electrical-engin

object detect with amazon sagemakerbeginnerpleas note you will need an aw account to complet thi course. your aw account will be charg as per your usage. pleas make sure that you are abl to access sagemak within your aw account. if your aw account is new you may need to ask aw support for access to certain resources. you should be familiar with python program and aw befor start thi hand on project. we use a sagemak p type instanc in thi project and if you don't have access to thi instanc type pleas contact aw support and request access. in thi 2-hour long project-bas cours you will learn how to train and deploy an object detector use amazon sagemaker. sagemak provid a number of machin learn algorithm readi to be use for solv a number of tasks. we will use the ssd object detect algorithm from sagemak to creat train and deploy a model that will be abl to local face of dog and cat from the popular iiit-oxford pet dataset. sinc thi is a practic project-bas cours we will not dive in the theori behind deep learn base ssd or object detect but will focu pure on train and deploy a model with sagemaker. you will also need to have some experi with amazon web servic aws. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program face recognit vision object amazon web servic machin learn comput scienc web scrape object detect deep learn algorithm data-sci machine-learn

spanish vocabulari cultur experienceintermediate�bienvenidos! thi second cours in the special will build on the basic vocabulari you learn in the first cours and you will begin to build the skill necessari to express your like and dislik oral and in writing. you�ll also begin to explor the some of the common cultur experi of the spanish-speak world through a visit to the marketplace. a seri of interact activ and video will provid opportun for practic and continu explor of the cultur context of the spanish-speak world.languag learn languag time manag perfect tens bed gratitud uno oper system credit card augment assign parent language-learn other-languag

valuat for startup use multipl approachintermediatein addit to discount cash flow method multipl method is one of the most popular method of firm valuation. per is often use among financi profession to make a quick-and-dirti estim of a firm value. in thi cours you are go to learn the concept and usag of per pbr and psr. in addit to these basic multipl ratio you are go to learn how to make an estim of enterpris valu and founder� ownership befor and after addit funding. startup requir a number of financ befor ipo. after take thi cours you are go to be abl to answer question such as what the price per share should be given the startup� estim of earn in the future; how mani share the founder should give up to rais addit capital; and so on? in the discount cash flow method and multipl method you are alway given earn or cash flow to make estim of firm value. in thi cours you are also go to learn how to gener cash flow or earn from the financi statements. after take thi cours you will be abl to understand the mean of financi statement such as balanc sheet incom statement and cash flow calculation.earn per share cash flow statement stock cash flow asset financi statement post-money valuat incom valuat financ microsoft excel busi financ

budget and schedul projectsbeginnera good project schedul help all team members� work togeth to meet project objectives. a project budget with realist cost constraint is also an essenti bedrock of ani project. in thi cours you�ll learn to plan and stick to time and cost constraint in order to ensur the success of your projects. upon complet thi cours you will be abl to 1. identifi the resourc need of the project 2. decompos work packag into activ 3. defin what is need to estim activ durat 4. defin mileston and creat a mileston schedul 5. determin the critic path and calcul float 6. describ the purpos of use lead and lag in a project schedul 7. estim the quantiti and cost of resourc requir to perform project activ 8. select one of three common cost estim techniqu to determin a project budget 9. use a respons assign matrix to assign respons 10. recogn the compon of a project� qualiti manag planproject schedul project manag budget estim project manag leadership and manag estim schedul cost plan budget busi leadership-and-manag

dermatolog trip to skinbeginnerw invit you to the amaz trip to the skin. you will learn about the structur and function of your skin how doe it chang and interact with the environment. in our cours we will talk about differ skin diseas as well as how to treat them. thi cours will be interest not onli for peopl from the medic field but also for those who are interest in their health and their skin. let' take a trip to the skin together!acn sebac gland skin care infect gland diseas cutan larva migran dermatolog pregnanc gland life-sci public-health

introduct to genet and evolutionintermediateintroduct to genet and evolut is a college-level class be offer simultan to new student at duke university. the cours give interest peopl a veri basic overview of some principl behind these veri fundament area of biology. we often hear about new "genom sequenc " commerci kit that can tell you about your ancestri includ pre-human from your dna or diseas predisposit debat about the truth of evolut whi anim behav the way they do and how peopl found "genet evid for natur selection." thi cours provid the basic biolog you need to understand all of these issu better tri to clarifi some misconcept and tri to prepar student for futur more advanc coursework in biolog and especi evolutionari genetics. no prior coursework is assumed.phylogenet evolutionari biolog evolut popul genet genet anim behavior gene biolog natur select popul life-sci basic-sci

python and machin learn for asset managementadvancedthi cours will enabl you master machine-learn approach in the area of invest management. it ha been design by two thought leader in their field lionel martellini from edhec-risk institut and john mulvey from princeton university. start from the basic they will help you build practic skill to understand data scienc so you can make the best portfolio decisions. the cours will start with an introduct to the fundament of machin learn follow by an in-depth discuss of the applic of these techniqu to portfolio manag decis includ the design of more robust factor model the construct of portfolio with improv diversif benefit and the implement of more effici risk manag models. we have design a 3-step learn process first we will introduc a meaning invest problem and see how thi problem can be address use statist techniques. then we will see how thi new insight from machin learn can complet and improv the relev of the analysis. you will have the opportun to capit on video and recommend read to level up your financi expertis and to use the quizz and jupit notebook to ensur grasp of concept. at the end of thi cours you will master the variou machin learn techniqu in invest management.peterson' algorithm asset alloc cross-valid statist loss function econom data machin learn process unsupervis learn leadership and manag portfolio construct busi financ

arrang for songwritersbeginneryou'v creat a song. you wrote the lyric decid on the melodi and mayb even record a simpl demo. now what? if you have a basic knowledg of how to use a digit audio workstat daw and are passion about be a songwrit thi cours will help you take your song from a simpl record on your phone to a fulli arrang song readi for the record studio. you will be learn from two berkle colleg of music songwrit professor bonni hay and sarah brindell. they will show you how to arrang origin song in a digit audio workstation. you will learn tool to heighten the emot respons of your listen and you'll broaden your understand of instrument and how to add sound to your song without distract the listen from the most import aspect the vocalist.harmoni emot guitar instrument comput program euler' totient function listen write music mid-rang human voic arts-and-human music-and-art

introduct to financ the basicsadvancedin the introduct to financ i the basic cours you will be introduc to the basic concept need to understand the financi manager� decision-mak process. to achiev that you will learn about the basic form a busi can take and the goal of the financi manager. you will also learn the fundament of financi statement and how to measur a company� financi health use financi ratios. in addit you will explor how to alloc capit across time to creat value. after learn the cours you should be familiar with major topic in modern financ and commun with other within and outsid of the busi world. with a deep understand of the financi side of the busi you will be in a better posit to make inform decis and plan for the financi future.mortgag loan financi statement asset manag financi ratio financi manag ratio analysi cash flow financ present valu effect interest rate busi financ

suppli chain financ market and fintech ecosystemadvancedthi cours provid an in-depth understand of the suppli chain financ market includ insight on the potenti and current market size market penetr growth and distribution. you�ll be introduc to the four distinct group serv the suppli chain financ market and learn about the main stakehold and market particip in a suppli chain financ program. by the end of the cours you�ll have review the key trend and upcom risk affect suppli chain financ and gain a deeper understand of the key challeng in the market amongst corpor client bank non-bank financi and technolog servic providers.market econom market penetr market risk financ r&d manag decis make student residu payment oper manag suppli chain busi financ

develop a system mindsetbeginnera system mindset teach learner how to interact effect as servic provid consult research develop or other profession provid a servic or product to a person group or community. thi cours provid the basic foundat for polici maker real estat develop consult govern agenc engin and non-profit organ the first step in engag complex problem where engag with commun and stakehold is necessary. be a success profession requir creativ innov and entrepreneuri think and to continu have a problem-solv mindset. ye absolutely! but you also need to be a listener. you need to truli valu the commun and stakehold - the one who have the most to gain and lose from your actions. it is import for you to listen learn what is import and then act. thi cours will highlight the urgenc for you to have a system mindset to engag complex problem for a system perspect mean that you have approach problem from differ angl scale and perspectives. thi class is the first step in creat that mindset and for you to effect engag � from receiv the �ask� for �assistance� to orient yourself to the issu understand the commun and develop a project plan. student will learn how to use a system mindset to understand scale system nest hierarchi and the interact between social and environment systems. student will also learn practic skill and techniqu that build rapport trust and buy-in.system think bia sustain project cultur thought project plan commun engag entrepreneurship commun develop busi leadership-and-manag

digit transformationintermediatedigit transform is a hot topic--but what exactli is it and what doe it mean for companies? in thi cours develop at the darden school of busi at the univers of virginia and led by top-rank darden faculti and boston consult group global manag expert we talk about digit transform in two ways. first we discuss the pace of chang and the imper it creat for businesses. next we provid the context for thi transform and what it take to win in the digit age. then we walk through bcg' proprietari framework which help you identifi key area to digit includ strategi core process and technology. by the end of thi cours you'll be abl to --describ the underli econom of innov technolog and market disrupt --weigh the pro and con of current digit technolog drive advanc --util bcg' digit transform framework as a "how-to" for digit your organizationstrateg think busi transform blockchain technolog strategi digit strategi leadership and manag innov busi strategi strategi thought busi leadership-and-manag

think again i how to understand argumentsintermediatein thi cours you will learn what an argument is. the definit of argument will enabl you to identifi when speaker are give argument and when they are not. next you will learn how to break an argument into it essenti part how to put them in order to reveal their connect and how to fill in gap in an argument by ad suppress premises. by the end of thi cours you will be better abl to understand and appreci argument that you and other peopl present. suggest read student who want more detail explan or addit exercis or who want to explor these topic in more depth should consult understand argument an introduct to inform logic ninth edit concis chapter 1-5 by walter sinnott-armstrong and robert fogelin. cours format each week will be divid into multipl video segment that can be view separ or in groups. there will be short ungrad quizz after each segment to check comprehens and a longer grade quiz at the end of the course.sound critic think analysi human learn languag commun evalu reason logic thought personal-develop personal-develop

stock valuat with compar compani analysisintermediatein thi 1-hour long project-bas cours you will learn how to valu a compani or a stock use compar compani analysi one of the most popular valuat techniques. thi is use by equiti research analyst invest banker privat equiti profession and hedg fund manag throughout the world. in thi project we will work with the stock data pool from googl financ and financi data from yahoo financ to calcul the fair valu per share for tesla inc. stock through comparison with the stock of gm ford toyota volkswagen daimler bmw and honda. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.invest bank trade financi analysi secur research stock asset manag hedg fund fair valu financ stock valuat busi financ

manag the compani of the futurebeginnerth aim of the cours is to provid you with a comprehens framework for understand both the tradit principl of manag insid compani today as well as the altern principl that are becom increasingli important. it provid both theoret and practic perspect on the natur of manag in today� organisations.process strateg manag manag process leadership innov manag manag theori leadership and manag employ innov motiv busi leadership-and-manag

teach popular music in the classroombeginnerteach popular music in the classroom explor approach to teach popular music from cultur rich commun in the unit states. student in the cours will learn teach method that engag youth with the basic of improvis technolog songwrit arrang film score and write to the strength of small bands. the cours model how to integr principl of authent cultur relev and posit youth develop with contemporari music instruct while provid tool for assess and document learn and program progress. student in the cours will refin their own pedagog skill appli principl of contemporari music instruction. content and approach are intend for secondari music program but can be adapt for elementari grade levels. all lesson are base in core standard for music educ with recommend for assessments.educ entertain scale agil framework interact media self-assess pedagogi music creativ teach music therapi lesson plan social-sci educ

first step in make the busi case for sustainabilityadvancedth busi school at the univers of colorado denver want to help you becom a chang agent for sustain business. we hope that with the skill and concept you gain from thi special that you will help your busi reduc it social and environment impact. be a chang agent is hard. it take courag and passion and knowledge. to implement chang also requir be abl to make the case for that chang in term that peopl in your compani or organ respond to and understand. after complet the special you will be abl to * discuss the threat and opportun that major global trend such as climat chang present to businesses; * identifi way a compani can improv it environment and social performance; * evalu and compar companies� sustain activ and products; * develop a busi case for implement sustain investments; * identifi key criteria of green busi and product design; * be a chang agent in your organization; * understand emerg topic in sustain busi includ those in the public polici space. we'r veri excit about offer thi mooc special and hope it give you the first step toward learn about and take action to make the place you work and the product you buy more sustainable. sustain busi chang daili with new product innov and idea so you will be import in keep the class current. we look forward to learn from you as you take thi green journey! tragedi of the common circular economi cost net present valu sustain present valu sustain busi invest busi case market econom busi leadership-and-manag

ai for medic treatmentbeginnerai is transform the practic of medicine. it� help doctor diagnos patient more accur make predict about patients� futur health and recommend better treatments. thi special will give you practic experi in appli machin learn to concret problem in medicine. medic treatment may impact patient differ base on their exist health conditions. in thi third cours you�ll recommend treatment more suit to individu patient use data from random control trials. in the second week you�ll appli machin learn interpret method to explain the decision-mak of complex machin learn models. final you�ll use natur languag entiti extract and question-answ method to autom the task of label medic datasets. these cours go beyond the foundat of deep learn to teach you the nuanc in appli ai to medic use cases. if you are new to deep learn or want to get a deeper foundat of how neural network work we recommend that you take the deep learn specialization.estim imag process averag natur languag process deep learn python program medic imag averag treatment effect comput vision machin learn data-sci machine-learn

stori and narr develop for video gamesadvancedin thi cours you will examin how storytel act as a vital mechan for drive video gameplay forward. look at sever histor and contemporari game you will be ask to evalu and interpret differ stori style with the goal of identifi theme and procedur for your own game ideas. we'll examin tradit narr stori process such as three-act structur and how they fit into game stori flow and the strateg element of gameplay. ultim you will learn how to defin charact set and structur to creat a compel game concept.gam design document write document creativ write game design storytel softwar design descript interact video game develop interact storytel arts-and-human music-and-art

experiment for improvementbeginnerw are alway use experi to improv our live our commun and our work. are you do it efficiently? or are you incorrectli chang one thing at a time and hope for the best? in thi cours you will learn how to plan effici experi - test with mani variables. our goal is to find the best result use onli a few experiments. a key part of the cours is how to optim a system. we use simpl tool start with fast calcul by hand then we show how to use free software. the cours come with slide transcript of all lectur subtitl english spanish and portuguese; some chines and french video audio file sourc code and a free textbook. you get to keep all of it all freeli downloadable. thi cours is for anyon work in a compani or want to make chang to their life their commun their neighbourhood. you don't need to be a statistician or scientist! there' someth for everyon in here. ??????????????? over 1500 peopl have complet thi onlin course. what have prior student said about thi course? "thi definit is one of the most fruit cours i have particip at coursera consid the takeaway and implementations! and so far i finish 12 [courses]." "excelent curso flexibl y con suficient materi did�ctico f�cilment diger y c�modo. no importa si se tien poca base matem�tica o estad�stica el curso proporciona casi toda explicaci�n necesaria para un entendimiento alto." "i wish i had enrol in your cours year ago -- it would have save us a lot of time in optim experiment conditions." jason eriksen 3 jan 2017 "interest and develop both analyt and creativ thinking. the lectur took care to bring lot of real live exampl which are fun to analyze." 20 februari 2016. "... love your style of present and the exampl you took from everyday life to explain things. it is veri difficult to make such a mathemat cours access and comprehens to thi wide a varieti of people!" ???????????????methodolog factori experiment design comput program experi process optim mathemat optim process factori experi r program data-sci probability-and-statist

high stake leadership lead in time of crisisbeginnerthi cours ha been design to help leader like you learn how to effect navig the challeng of signific organiz disruptions. as a particip in thi cours you�ll discov whi an understand of variou stakehold perspect can inform and dramat improv a leader� respons to event that threaten an organization� veri survival. thi cours is also about understand and develop individu and organiz resilience�th abil to anticip potenti threats; to cope effect with advers event when they occur; and to adapt to chang condit ensur a viabl path forward for yourself your team and your organization. these topic are particularli relev in the wake of the global covid-19 pandemic. mani cours exampl will refer lesson leader around the world have learn dure thi far-reach healthcar crisis. dure the eight cours modul which are distribut over four week particip will explor topic such as whi the vuca world is make crise more common; characterist of resili organ and way to increas resilience; stakehold valu proposit and how these are threaten dure a crisis; organ framework for estim the type of crise an organ might encounter; the uniqu and challeng natur of the crisi environment; the fundament of crisi leadership; and build a plan to prepar yourself your team and your organ for your next major crisis�which in today� world is not so much an �if� as a �when�. professor mike barger your faculti member for thi cours ha serv as a topgun instructor in the unit state navi and as a founder and execut at jetblu airways. hi profession experi ha help him learn a great deal about crisi leadership and to gain a true sens of what it mean to be resilient. throughout the cours professor barger will draw upon mani practic exampl that will make the content of thi cours easi to appreci understand and translat into practic lesson that you will be abl to appli immedi at your organization. crisi leadership is a topic that� excit daunt and almost imposs to master. with some time and effort over the four week of the cours howev you can develop an except set of crisis-leadership tool that will serv you well throughout your profession career.histori plan crisi manag commun leadership teach method coach leadership and manag crisi crisi commun busi leadership-and-manag

matrix algebra for engineersbeginnerthi cours is all about matric and concis cover the linear algebra that an engin should know. the mathemat in thi cours is present at the level of an advanc high school student but typic student should take thi cours after complet a university-level singl variabl calculu course. there are no deriv or integr in thi cours but student are expect to have attain a suffici level of mathemat maturity. nevertheless anyon who want to learn the basic of matrix algebra is welcom to join. the cours contain 38 short lectur video with a few problem to solv after each lecture. and after each substanti topic there is a short practic quiz. solut to the problem and practic quizz can be found in instructor-provid lectur notes. there are a total of four week in the cours and at the end of each week there is an assess quiz. lectur note can be download from http//www.math.ust.hk/~machas/matrix-algebra-for-engineers.pdflinear gaussian elimin determin matrix theori linear algebra eigenvalu and eigenvector algebra sigma-algebra vector space matric math-and-log math-and-log

the art and scienc of relationship understand human needsconversantthi cours provid an introduct to 1. basic concept of the strategi and skill learn and develop system ssld their relev for everi day relationship and provid advanc concept for particip who work in field of social work and health care . 2. basic practic principl and method of ssld illustr by relationship manag case studies. 3. the ssld framework for relationship manag assessment; n3c need circumst characterist capac and problem translation. 4. core compet in the relationship manag applic of the ssld system observ learn simul real life implement review and monitoring.counsel leadership and manag sex peopl skill commun assert person develop psycholog sexual relationship counsel personal-develop personal-develop

wireless commun for everybodybeginnerthi cours will provid an introduct and histori of cellular commun system that have chang our live dure the recent four decad and will becom an essenti and insepar part of human life. the principl of wireless commun theori are cover with emphasi on the essenti concept deliveri to non-major learner in the easiest way. then it will be cover how such principl are realiz and how multimedia servic can be deliv in practic lte cellular system by which learner are connect and enjoy togeth in their lives. after complet thi cours learner will be abl to understand 1. what a cellular system is and how it ha been develop so far 2. the veri basic principl how inform can be deliv effici use radio 3. how such principl are realiz in lte systems. 4. how peopl can be connect and multimedia servic can be deliv in lte systemstelecommun cellular network packet switch wireless network circuit switch wireless mimo data transmiss commun architectur physical-science-and-engin electrical-engin

non-equilibrium applic of statist thermodynamicsintermediatecours 5 of statist thermodynam explor three differ applic of non-equilibrium statist thermodynamics. the first is the transport behavior of ideal gase with some discuss of transport in dens gase and liquids. it start with simpl estim of the transport properti of an idea gas. it then introduc the boltzmann equat and describ the chapman-enskog solut of that equat in order to obtain the transport properties. it close with a discuss of practic sourc of transport properties. spectroscop method have becom increasingli common as a way of determin the thermodynam state of a system. here we present the underli concept of the subject and explor how spectroscopi can be use to determin thermodynam and flow properties. chemic kinet are import in a varieti of fluid/therm applic includ combust air qualiti fuel cell and materi processing. here we cover the basic of chemic kinet with a particular focu on combustion. it start with some definit includ reaction rate and reaction rate constant. it then explor method for determin reaction rate constants. next system of reaction or reaction mechan are explor includ the oxid of hydrogen and hydrocarbon fuels. final comput tool for carri out kinet calcul are explored.measur chemistri energi level statist mechan mechan engin chemic engin flow network physic energi fluid mechan physical-science-and-engin mechanical-engin

creat an interact fiction adventur game with pythonbeginnerin thi 2-hour long project-bas cours you will learn how to creat an interact fiction text adventur game in python the basic of program and of python language. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.monst python program display devic comput program run euler' totient function project choic video game develop interact computer-sci software-develop

know thyself - the valu and limit of self-knowledg the examin lifebeginneraccord to legend inscrib on wall of the templ on the sacr site of delphi in ancient greec were two premier injunct noth in excess and know thyself. thi cours will be an examin of the latter injunct in an effort to discov what self-knowledg is whi it might be valuabl and what if ani limit it might face. what is miss from a person lack in self-knowledg that make her less wise virtuou or compet in certain area than other who have thi capac and what if anyth might she do to fill that gap? histor sourc as well as recent research in philosophi experiment social psycholog and neurosci will inform our investig in the cours of which we will becom student of our own dream and cultiv some medit practices. learn outcom learner will gain familiar with promin theme from western classic chines and buddhist approach to our knowledg of ourselves. in the cours of do so they will gain an appreci of the relat of self-knowledg to wisdom of the valu of intellectu humil as well as of method of learn about oneself that do not depend on introspection. learner will also becom familiar with contemporari research in experiment social psycholog philosophi and neurosci into the emot the unconsci the role of affect in decis make and self-deception. they will also gain an appreci of a challeng to the assumpt of a coher unifi self that deriv from the buddhist tradition. --- thi cours wa creat by a partnership between the univers of edinburgh and humil & convict and public life project an engag research project base at the univers of connecticut and fund by a gener grant from the john templeton foundation.human natur philosophi of mind socrat method medit introspect psycholog of self social psycholog philosophi psycholog empiric arts-and-human philosophi

digitalis in space researchintermediatethi cours provid an overview of the most import digit applic in the field of aerospac research. the cours instructor discuss how digitalis is impact and chang both satellite-bas and man spaceflight research. one unit is specif devot to explor the use of artifici intellig in the evalu of satellit data.imageri intellig spacecraft commun transport analysi aerospac engin unman vehicl electron signal intellig navig equip unman aerial system interplanetari internet unman aerial vehicl physical-science-and-engin mechanical-engin

particl physic an introductionintermediatethi cours introduc you to subatom physic i.e. the physic of nuclei and particles. more specif the follow question are address - what are the concept of particl physic and how are they implemented? - what are the properti of atom nuclei and how can one use them? - how doe one acceler and detect particl and measur their properties? - what doe one learn from particl reaction at high energi and particl decays? - how do electromagnet interact work and how can one use them? - how do strong interact work and whi are they difficult to understand? - how do weak interact work and whi are they so special? - what is the mass of object at the subatom level and how doe the higg boson intervene? - how doe one search for new phenomena beyond the known ones? - what can one learn from particl physic concern astrophys and the univers as a whole? the cours is structur in eight modules. follow the first one which introduc our subject the modul 2 nuclear physic and 3 acceler and detector are rather self contain and can be studi separately. the modul 4 to 6 go into more depth about matter and forc as describ by the standard model of particl physics. modul 7 deal with our way to search for new phenomena. and the last modul introduc you to two mysteri compon of the univers name dark matter and dark energy.nuclear energi astronomi theori of rel tailor access oper quantum mechan beam robot calorimet physic experi energi physical-science-and-engin physics-and-astronomi

evidence-bas toxicologyintermediatewelcom to the evidence-bas toxicolog ebt course. in medicin and healthcar evidence-bas medicin ha revolution the way that inform is evalu transpar and objectively. over the past ten year a movement in north america and europ ha attempt to translat thi revolut to the field of toxicology. the center for altern to anim test caat within the depart of environment health and engin at the john hopkin bloomberg school of public health host the first chair for ebt and the secretariat for the ebt collabor on both side of the atlantic. base on the cochran collabor in evidence-bas medicin the ebt collabor wa establish at the caat to foster the develop of a process for qualiti assur of new toxic test for the assess of safeti in human and the environment. regulatori safeti scienc have undergon remark littl chang in the past fifti years. at the same time our knowledg in the life scienc is doubl about everi seven years. systemat review and relat evidence-bas approach are begin to be adapt by regulatori agenc like the environ protect agenc epa the european food safeti author efsa and the us nation toxicolog program. they provid transpar object and consist tool to identifi select apprais and extract evid across studies. thi cours will showcas these emerg effort and address opportun and challeng to the expand use of these tool within toxicology.gener statist evidence-bas toxicolog p-valu extern valid meta-analysi toxic observ error cell cultur systemat qualiti control life-sci basic-sci

coexist in mediev spain jew christian and muslimsbeginnerthi cours explor jewish christian and muslim intercultur relat in iberia from the visigoth era 6th centuri ce until the creation of queen isabel i and king ferdinand ii cathol spain late 15th century. we evalu the mani ident of the peninsula known as christian hispania jewish sefarad and islam al-andalus. we trace the origin and trajectori of conflict between these commun the muslim conquest of spain christian reconquista prohibit block intermix of peopl and expulsions. we aim to understand conflict within commun as well such as the tension between christian arian visigoth and nativ cathol iberian or the fundamentalist north african almohad dynasti that reject the spanish umayyad caliphate� prefer for religi tolerance. we delv into an appreci of collabor and coexist among these communities. we explor the uniqu role of the jewish commun who muslim and christian depend upon as polit and cultur intermediari as well as their intellectu collaborators. we find the histori of how peopl attempt to creat and manag viabl divers communities. as we studi thi histori the honor track will employ an investig process �the historian� craft� that involv view read analyz and reflect on event peopl place and artifacts.curios histori middl east golden age linguist composit artifact color poetri write skeptic conquest cultur arts-and-human histori

chines cultur and contemporari chinabeginnerthi cours of chines cultur and contemporari china will explor the foundat of chines civil and the dimens of chines culture. it will pay particular attent to the relationship between chines cultur and the present-day life of the chines peopl and to the differ element of the cultur which are under the present social structur belief system literatur art custom etc. the cours aim at provid student with a deeper knowledg of chines cultur thu enabl them to better understand china. the cours will cover the follow main area of topic 1 the foundat of chines civil it geographi languag and history; 2 the core concept in chines philosophi and religion confucian taoism and buddhism; 3 literatur and art includ chines calligraphi paint tang poetri and classic fiction; 4 societi and life includ educ the role of women chines food and tradit holidays; 5 travel and landscap includ well-known chines citi mountain ethnic region and customs; 6 chines media cultur and sport includ tv and movi fashion chines gongfu and taiji. in addit student will be expect to particip in a buddi program beyond curriculum if they have a chanc to come to nanjing. ideal they will be pair up an intern student with a nanj univers student to allow student to learn firsthand about chines custom cultur and language. student will be requir to complet variou project and homework assign as well which will encourag them to use nanj univers and the citi of nanj as a laboratori to appli what they learn dure their stay at nanj university.scrol music rel chang and differ histori popular music chines languag art philosophi cultur flavor arts-and-human histori

how to make a comic book (project-cent course)not calibratedwhat you�ll achiev in thi project-cent course* you will creat an origin four page minicom design around a short stori of your choosing. what you�ll need to get start thi project-cent cours is design for all-ag learner high school age and abov at least 13 year of age who are interest in learn how to make a comic book but have never complet one before. while comic book can be creat with ani kind of materi we recommend that learner have the follow materi avail to complet the project at least one ream of 8.5x11 copi paper #2 pencil and eras sharpie-typ fine point pen ruler with inch measur and adjust bind stapler. learner should also have access to a printer and scanner to facilit digit work to be share with peer on coursera. *about project-cent cours project-cent cours are design to help you complet a person meaning real-world project with your instructor and a commun of learner with similar goal provid guidanc and suggest along the way. by activ appli new concept as you learn you�ll master the cours content more efficiently; you�ll also get a head start on use the skill you gain to make posit chang in your life and career. when you complet the cours you�ll have a finish project that you�ll be proud to use and share.thumbnail video edit i-dea write art copi edit book cartoon creativ write analysi arts-and-human music-and-art

mobil interact design how to design usabl mobil product and servicesadvancedeveri mobil app give you something. it could be not onli someth tangibl like the pair of jean you'v order use the app but also a piec of work like wake you up in the morning. it could be a feel for instanc a feel of enjoy obtain from watch a video clip or a feel of close flash out after receiv an old photo from a love person via some instant messenger. that "something" is actual the reason whi you use the app it is the heart of the product and in thi cours we will not talk about it. surprised? you shouldn�t be. there are alway two side of a coin. there should be a person who make that "something" accessible. it is astonishingli import becaus the use of the product lose it mean if user can�t get what they want. the main object of the cours is to teach you to shape mobil product and servic for people� use. to do that you�ll need to learn - interact design activ and their place in the whole product design process - user research method with a focu on the qualit one - usabl inspect and empir usabl evalu method - the process of design creation and best practic from interact design inform architectur and visual design field of studi with a focu on the former interfac of handheld devic and tablet are in the spotlight. howev the process and techniqu cover by the cours can be success appli to design interact with mobil web app and wearables. it should be note that thi cours doe not cover topic such as design manag and mobil develop and it will as well not teach you how to use wirefram and prototyp tools. what make the cours uniqu is a focu on the way of think dure a design process the represent of a designer� decis in the form of design question that make the continu reflect on the design process possibl and lead to the growth of the number of propos design alternatives. the second uniqu thing about thi cours is a focu on the explan of the concept of usabl problem and the process of discov and analys them. upon complet of the cours you will be abl to - improv design by elimin differ kind of interact problem - design huge chunk of user interfac in the case of ad a new featur to a product - redesign a complet app by a given set of function e.g. extend an exist product to a new platform the practic part of the cours will requir you to discov and elimin interact problem of a chosen mobil app. you will go through run guerrilla usabl studi analys gather data and make evidence-bas design chang which will enabl you to creat your first case study. thi cours wa design for those who are involv in creat digit interact product not necessarili for mobil but do not have consider experi in interact design. if you are a ux profession in a junior posit a develop manag or visual design thi class is for you. thi is not an introductori level cours so if you are new to the field we recommend you take the �introduct to user experi design� cours from georgia institut of technolog befor take thi one. also part of thi cours such as the aforement process of design creation and approach to usabl inspect can be use for experienc designers. do you have technic problems? write to us coursera@hse.ruus goal mobil interact usabl test plan interact design visual hierarchi user research user interfac cognit walkthrough user interfac design computer-sci design-and-product

devop cultur and mindsetadvancedthi cours give you the basic foundat principl of devop with a particular focu on cultur and the devop mindset. we�ll learn about how devop is ground in lean principl and how it can help improv collabor between develop and oper team members. we'll learn about idea regard system think feedback loop continu improv loos coupl architectur and team manag risk and deal with unplan work. we�ll learn about strategi to manag work monitor it keep it organ and maintain a high level of qualiti by follow key devop principles. we�ll also discuss variou organiz model and structur that are use by compani in their devop transformations. you�ll learn about valu stream map and ensur continu workflow. ultim we'll learn key idea and tactic that you can employ at your own organ to improv both time-to-market and increas the valu deliv for your custom no matter your product line or industry.uptim proactiv softwar develop process continu integr lean manufactur a3 problem solv organiz structur valu stream map devop continu deliveri computer-sci software-develop

capston - manag board chang for higher level of leadership and govern effectivenessadvancedth capston project is a servic learn experi design to appli the knowledg and skill develop in the three special cours to a real world leadership and govern situation. it is also intend to develop the participant' capabl to act as an agent for posit chang in nonprofit organizations. to thi end you will analyz the leadership and govern effect of a real board of director in an organ of your own choos or if that is not possibl data gather from a real board provid by the cours instructors. by the end of the capston project you will have produc a profession consult report detail your analysi and recommend to improv board leadership and govern effectiveness. you will then present it to the board and advis them on implement change. to learn more about thi cours pleas watch the overview video by copi and past the follow link into your web browser https//goo.gl/gtwrn2 keyword nonprofit; nonprofit sector; voluntari sector; nonprofit organ non-government organ volunt organ leadership manag govern board board of director perform effect capston project overview week 1-3 thi period will be spent choos a board of a nonprofit organ and gather inform use two special design tool and resourc the suni open textbook to download the book copi and past the follow link into your browser http//tinyurl.com/peolnjb "guidelin for improv the effect of board of director of nonprofit organizations" and the board check-up onlin board perform self-assess tool that can be access by copi and past thi link into your browser https//www.boardcheckup.com. week 4-5 in thi phase the inform gather will be analyz lead to an evalu of the board' effect in the differ dimens of board effect examin in the special courses. week 6-8 in the final phase of the project the result of the analysi and recommend for posit chang will be brought togeth a special prepar consult report intend for the use of the board of the client organization.p perform project leadership law semigroup action peer review write evalu order pair busi leadership-and-manag

advanc game develop use pygamebeginnerin thi 1-hour long project-bas cours you will learn how to creat determinist and non-determinist ai packag your game for distribut and incorpor the element of good game design. build on the project start in anim for game develop use pygam you will consid way to challeng the player while still entertain them. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project discret mathemat internet display devic logic gate softwar engin determin pygam mathemat python program computer-sci software-develop

creat a record of student use array in javabeginnerthi project provid a step-by-step approach in instruct and will equip you with fundament concept of creat array and array list in java program from the ground up. use jgrasp develop environ you will creat a java project that record and process students� data. the data includ name mode of studi and marks. use thi data you will output the student detail comput the total mark per student determin the averag mark and the highest mark for the class. you will also be introduc to basic concept in use array lists. by the end of thi project you will be abl to write a java program use one-dimension array two-dimension array one-dimension array list and two-dimension array lists. if thi is the first time you are learn about array and array list you will benefit from write a program from a blank sheet to a fulli function program. if you alreadi have program experi thi is an opportun to refresh your skill in array data structures. no matter your level you will be abl to appli the skill obtain from thi cours in real-lif program exercises. to provid you with support outsid the cours you will find a pool of addit note and exercis that you can tri at home. if you ever want to build on the fundament skill in java that you alreadi possess and becom better at use array thi project is the right place to start!array data structur list of dn record type dynam array softwar engin project manag java softwar platform array project display devic student debt computer-sci software-develop

introduct to galoi theoryadvanceda veri beauti classic theori on field extens of a certain type galoi extens initi by galoi in the 19th century. explain in particular whi it is not possibl to solv an equat of degre 5 or more in the same way as we solv quadrat or cubic equations. you will learn to comput galoi group and befor that studi the properti of variou field extensions. we first shall survey the basic notion and properti of field extens algebra transcendent finit field extens degre of an extens algebra closur decomposit field of a polynomial. then we shall do a bit of commut algebra finit algebra over a field base chang via tensor product and appli thi to studi the notion of separ in some detail. after that we shall discuss galoi extens and galoi correspond and give mani exampl cyclotom extens finit field kummer extens artin-schrei extens etc.. we shall address the question of solvabl of equat by radic abel theorem. we shall also tri to explain the relat to represent and to topolog coverings. final we shall briefli discuss extens of ring integr elemet norm trace etc. and explain how to use the reduct modulo prime to comput galoi groups. prerequisit a first cours in gener algebra � group ring field modul ideals. some knowledg of commut algebra prime and maxim ideal � first few page of ani book in commut algebra is welcome. for exercis we also shall need some elementari fact about group and their action on set group of permut and margin the statement of sylow' theorems. assess a weekli test and two more seriou exam in the middl and in the end of the course. for the final result test count approxim 30% first shorter exam 30% final exam 40%. there will be two non-grad exercis list in replac of the non-exist exercis classes... do you have technic problems? write to us coursera@hse.rutopolog stem integr lambda calculu factor .bit commut properti algebra polynomi sigma-algebra math-and-log math-and-log

qualit compar analysi (qca)beginnerwelcom to thi massiv open onlin cours mooc about qualit compar analysi qca. pleas read the point below befor you start the course. thi will help you prepar well for the cours and attend it properly. it will also help you determin if the cours offer the knowledg and skill you are look for. what can you do with qca? �\tqca is a compar method that is mainli use in the social scienc for the assess of cause-effect relat i.e. causation. �\tqca is relev for research who normal work with qualit method and are look for a more systemat way of compar and assess cases. �\tqca is also use for quantit research who like to assess altern more complex aspect of causat such as how factor work togeth in produc an effect. �\tqca can be use for the analysi of case on all level macro e.g. countri meso e.g. organ and micro e.g. individuals. �\tqca is mostli use for research of small- and medium-s sampl and popul 10-100 case but it can also be use for larger groups. ideal the number of case is at least 10. qca cannot be use if you are do an in-depth studi of one case. what will you learn in thi course? �\tthe cours is design for peopl who have no or littl experi with qca. �\tafter the cours you will understand the methodolog foundat of qca. �\tafter the cours you will know how to conduct a basic qca studi by yourself. how is thi cours organized? �\tthe mooc take five weeks. the specif learn object and activ per week are mention in appendix a of the cours guide. pleas find the cours guid under resourc in the main menu. �\tthe learn object with regard to understand the foundat of qca and practic conduct a qca studi are pursu throughout the course. howev week 1 focus more on the gener analyt foundat and week 2 to 5 are more about the practic aspect of a qca study. �\tthe activ of the cours includ watch the video consult supplementari materi where necessari and do assignments. the activ should be done in that order first watch the videos; then consult supplementari materi if desir for more detail and examples; then do the assignments. �\tthere are 10 assignments. appendix a in the cours guid state the estim time need to make the assign and how the assign are graded. onli assign 1 to 6 and 8 are mandatory. these 7 mandatori assign must be complet success to pass the course. �\tmake the assign success is one condit for receiv a cours certificate. further inform about receiv a cours certif can be found here https//learner.coursera.help/hc/en-us/articles/209819053-get-a-course-certif about the supplementari materi �\tthe cours can be follow by watch the videos. it is not absolut necessari yet recommend to studi the supplementari read materi as mention in the cours guid for further detail and examples. further becaus some of the cover topic are quit technic particularli topic in week 3 and 4 of the cours we provid sever work exampl that supplement the video by offer more specif illustr and explanation. these work exampl can be found under resourc in the main menu. �\tnote that the supplementari read are mostli not freeli available. book have to be bought or might be avail in a univers library; journal public have to be order onlin or are access via a univers license. �\tthe textbook by schneider and wagemann 2012 function as the primari refer for further inform on the topic that are cover in the mooc. appendix a in the cours guid mention which chapter in that book can be consult for which week of the course. �\tthe public by schneider and wagemann 2012 is comprehens and detail and cover almost all topic discuss in the mooc. howev for further studi appendix a in the cours guid also mention some addit supplementari literature. �\tpleas find the full list of refer for all citat mention in thi cours guid in the mooc and in the assign in appendix b of the cours guide.research design qualit research process qualit data analysi hand qualit compar analysi combin causal calibr discours analysi social-sci governance-and-societi

diseas clustersbeginnerdo a lot of peopl in your neighborhood all seem to have the same sickness? are peopl concern about high rate of cancer? your commun may want to explor the possibl of a diseas cluster which happen when there is a higher number of case of diseas than expected. when commun hear about case of diseas in their neighborhood they are right concerned. howev the result of investig by the health depart often find no evid of a cluster. thi cours will help you understand what a diseas cluster is and how it is studied. the goal is to empow commun or citizen scientist and to help build better relationship between commun and health officials.diseas exposur assess risk factor data cluster algorithm public health risk factor cancer case studi diseas cluster canning life-sci public-health

russian compani law. capit & financ of legal entitiesintermediateth present cours give an overview of base of russian compani law. capit & financ of legal entitites. the cours is direct to student of gener educ institut russian and foreign lawyer head of legal entiti financi director chief account auditor practic in english and to ani person interest in the russian compani law.common stock russian prefer financ prefer stock sharehold administr manag dividend law corpor law busi business-strategi

inclus onlin teach teach-outnot calibratedin thi cours higher educ faculti will examin students� barrier to learn includ unconsci bia physic impair and lack of motivation. particip will explor and discuss how inclus pedagogi and univers design for learn udl can help to address those barrier and improv student learn outcomes.strategi disabl studi cognit bia teach physic experi machin learn pedagogi english languag onlin machin learn onlin learn social-sci educ

compar gene protein and genom (bioinformat iii)advancedonc we have sequenc genom in the previou cours we would like to compar them to determin how speci have evolv and what make them different. in the first half of the cours we will compar two short biolog sequenc such as gene i.e. short sequenc of dna or proteins. we will encount a power algorithm tool call dynam program that will help us determin the number of mutat that have separ the two genes/proteins. in the second half of the cours we will "zoom out" to compar entir genom where we see larg scale mutat call genom rearrang seismic event that have heav around larg block of dna over million of year of evolution. look at the human and mous genom we will ask ourselv just as earthquak are much more like to occur along fault line are there locat in our genom that are "fragile" and more suscept to be broken as part of genom rearrangements? we will see how combinatori algorithm will help us answer thi question. final you will learn how to appli popular bioinformat softwar tool to solv problem in sequenc align includ blast.sequ align longest path problem dna bioinformat protein genom evolut sequenc align algorithm genom human genom life-sci health-informat

java built in data structuresbeginnerin thi project you will read weather data from a file and popul a java arraylist with the file data. the data is then uniquifi in a set data structur and store in a hashmap for access data by year. java' collect framework contain data structur that are built for efficiency. they are use to store and retriev data in variou formats. a list such as an arraylist can be use in place of an array to contain data where the size cannot be determin ahead of time. a linkelist is like an arraylist except element can be more quickli ad and delet from it sinc no shift need to occur. a hashmap is use to quickli look up a valu base on a key rather than a numer index for exampl to look up a phone number base on a key contain a person' name. a set may be use to remov duplic from a list simpli by assign the data to it. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.value-bas price project index telephon number sort java collect framework order pair array data structur dynam array computer-sci software-develop

build test autom framework - selenium c# & nunitintermediateselenium is one of the most wide use function ui autom test tool and integr brilliantli with test framework like nunit. test autom framework are a set of guidelin or rule for write test cases. they can reduc mainten cost and test effort and will provid a higher return on invest roi for team look to optim their processes. test guidelin includ code standard test-data manag defin object repositori report guidelin and log strategies. through hands-on practic experi you will go through concept write reusabl and structur code which is easi to maintain and understand creat helper class or util write effect test case and gener report and logs.test autom interact helper class report guidelin mainten test effort screenshot reusabl test case return on invest computer-sci software-develop

the brain and spaceintermediatethi cours is about how the brain creat our sens of spatial locat from a varieti of sensori and motor sourc and how thi spatial sens in turn shape our cognit abilities. know where thing are is effortless. but �under the hood � your brain must figur out even the simplest of detail about the world around you and your posit in it. recogn your mother find your phone go to the groceri store play the banjo � these requir care sleuth and coordin across differ sensori and motor domains. thi cours trace the brain� detect work to creat thi sens of space and argu that the brain� spatial focu permeat our cognit abil affect the way we think and remember. the materi in thi cours is base on a book i'v written for a gener audience. the book is call "make space how the brain know where thing are" and is avail from amazon barn and nobl or directli from harvard univers press. the cours materi overlap with class on percept or system neurosci and can be taken either befor or after such classes. dr. jennif m. groh ph.d. professor psycholog & neuroscience; neurobiolog duke univers www.duke.edu/~jmgroh jennif m. groh is interest in how the brain process spatial inform in differ sensori system and how the brain' spatial code influenc other aspect of cognition. she is the author of a recent book entitl "make space how the brain know where thing are" harvard univers press fall 2014. much of her research concern differ in how the visual and auditori system encod locat and how vision influenc hearing. her laboratori ha demonstr that neuron in auditori brain region are sometim respons not just to what we hear but also to what direct we are look and what visual stimuli we can see. these surpris find challeng the prevail assumpt that the brain� sensori pathway remain separ and distinct from each other at earli stage and suggest a mechan for such multi-sensori interact as lip-read and ventriloqu the captur of perceiv sound locat by a plausibl nearbi visual stimulus. dr. groh ha been a professor at duke univers sinc 2006. she receiv her undergradu degre in biolog from princeton univers in 1988 befor studi neurosci at the univers of michigan master� 1990 the univers of pennsylvania ph.d. 1993 and stanford univers postdoctor 1994-1997. dr. groh ha been teach undergradu class on the neural basi of percept and memori for over fifteen years. she is present a faculti member at the center for cognit neurosci and the duke institut for brain scienc at duke university. she also hold appoint in the depart of neurobiolog and psycholog & neurosci at duke. dr. groh� research ha been support by a varieti of sourc includ the john s. guggenheim foundat the nation institut of health the nation scienc foundat and the offic of naval research young investig program the mcknight endow fund for neurosci the john merck scholar program the ejlb foundat the alfr p. sloan foundat the whitehal foundat and the nation organ for hear research.memori prism surveil program grid cell sound neuron softwar action potenti neurosci cortex goggl cognit scienc life-sci basic-sci

creat keyboard movement mechan with c# in unitybeginnerin thi two-hour project-bas cours you'll learn how to make your game' charact move jump sneak and run use differ key on your keyboard. you'll also learn how to set up the camera to have it follow your charact when it move around your game' environ and enabl it to zoom in and out for better player experience.video game develop english languag softwar engin mechan engin c sharp program languag physic machin learn mathemat project c++ computer-sci software-develop

softwar requir priorit risk analysisadvancedrisk analysi assess and priorit look at how you can manag conflict at system level but it can also be appli to lower level assessments. how do you manag and document conflict along with alternatives? in analyz altern you must consid risks. in thi cours we'll look into how to analyz risk evalu risk document risk and use thi inform for priorit of requirements. qualit and quantit approach will be covered.priorit requir engin failur caus requir priorit softwar requir likelihood function softwar non-funct requir risk analysi checklist computer-sci software-develop

global diseas masterclass non-communic diseasesconversantwelcom to thi cours on the aetiolog epidemiolog and intervent for non-communic diseas of the global diseas masterclass. we�v select four diseas area and will go through each in turn. the diseas we�v chosen are colorect cancer cardiovascular diseas cvd dementia and diabetes. we have select these non-communic diseas becaus they span a rang of differ type of diseas process and becaus of the expertis and experi that our school of public health ha in these areas. thi will provid an introduct to a few of the of most import global non-communic diseas challeng while also provid variat in aetiolog epidemiolog and intervent to learn from. we hope that by the end of thi cours you will be abl to describ the basic of the diseas aetiolog global epidem trend and the avail interventions. we also hope you�ll be abl to use thi inform to critiqu public health approach and polici posit for the four non-communic diseas we�v cover as well help you extend to further diseas areas.glob epidem public health diseas oncolog non-communic diseas diabet home secur cancer dementia life-sci public-health

financi marketsintermediatean overview of the idea method and institut that permit human societi to manag risk and foster enterprise. emphasi on financially-savvi leadership skills. descript of practic today and analysi of prospect for the future. introduct to risk manag and behavior financ principl to understand the real-world function of secur insur and bank industries. the ultim goal of thi cours is use such industri effect and toward a better society.fin plan leadership and manag market econom behavior financ financi risk stock risk financi market invest busi financ

forecast budget territori evalu and legal/eth issuesadvancedin the fourth part of the sale operations/manag special student will explor the purpos and method for forecast and budget in a manag role. next we will learn how to develop territori and evalu sale performance. final we will explor the legal and ethic issu face sale managers.market potenti perform apprais sale manag leadership and manag forecast budget sale sale oper market evalu busi leadership-and-manag

power tool for teach and learn web 2.0 toolsconversantin thi cours you will learn about a wide varieti of web 2.0 tool to use in your teach and learning. web 2.0 tool provid innov way to commun present content and collabor with other in creativ ways. web 2.0 tool are easi to learn use and implement and mani are free. thi cours will not onli introduc you to popular web 2.0 tool like edmodo twitter voicethread and skype in k-16 instruct but you will also learn how to effect integr these technolog into your classroom practic and creat engag student activities.onlin learn web 2.0 educ teach human learn instruct design collabor commun train and develop web social-sci educ

clinic epidemiologyintermediateevid form the basi of modern medicine. clinic research provid us with thi evid guid health profession toward solut to problem that they face in daili practice. transfer exist problem in medic practic to a research set is a challeng process that requir care consideration. the practic of clinic epidemiolog aim to address thi through the applic of establish approach for research in human popul while at all time focuss on the problem at hand from a clinic perspective. thi cours teach the principl and practic of clinic epidemiolog draw on real problem face by medic profession and elabor on exist exampl of clinic research. medic research will lean how to translat real clinic problem into tangibl research question for investig gain insight into some of the most import consider when design an epidemiolog studi along the way. core concept will be introduc along four key theme diagnosi prognosi treatment and etiology. follow of thi cours will develop their understand of the topic address through lectur from expert peer interact and review assignments.clin biostatist patient prognost clinic research clinic epidemiolog clinic studi design epidemiolog pharmacoepidemiolog model medicin life-sci basic-sci

3d cad fundamentalintermediatether have mani three-dimension shape of the object in your brain that are want to share but do not know how to express? how to "sketch" the three-dimension imag in your mind? 3d model technolog can help us construct the most intuit and understand three-dimension model. the use of floor plan interpret the three-dimension object process-th most direct and effect express of our ideas. we have design mani paradigm so that peopl can quickli understand the logic of use 3d cad softwar sketchup and draw skill from introduct to advanc and introduc sketchup 3d model technologies. after complet "3d cad fundamental" it is no longer difficult to draw idea that are beyond imagin with 3d model technology! the goal of thi cours is to construct a three-dimension model with the comput as the main teach materi to enrich the fun paradigm and the complet draw process. step-by-step teach you how to use sketchup' 3d model softwar technology. with the complet of "3d cad fundamental" you will be abl to realiz the 3d object that exist in the imagin through 3d modeling!3d model 3d lookup tabl autodesk 3d max 3d print mechan engin sketchup scale computer-aid design civil engin mir:ror physical-science-and-engin mechanical-engin

asymmetr cryptographi and key managementadvancedwelcom to asymmetr cryptographi and key management! in asymmetr cryptographi or public-key cryptographi the sender and the receiv use a pair of public-priv key as oppos to the same symmetr key and therefor their cryptograph oper are asymmetric. thi cours will first review the principl of asymmetr cryptographi and describ how the use of the pair of key can provid differ secur properties. then we will studi the popular asymmetr scheme in the rsa cipher algorithm and the diffie-hellman key exchang protocol and learn how and whi they work to secur communications/access. lastli we will discuss the key distribut and manag for both symmetr key and public key and describ the import concept in public-key distribut such as public-key author digit certif and public-key infrastructure. thi cours also describ some mathemat concept e.g. prime factor and discret logarithm which becom the base for the secur of asymmetr primit and work knowledg of discret mathemat will be help for take thi course; the symmetr cryptographi cours recommend to be taken befor thi cours also discuss modulo arithmetic. thi cours is cross-list and is a part of the two special the appli cryptographi special and the introduct to appli cryptographi specialization.publ key certif key exchang public-key cryptographi cipher cryptographi discret logarithm key manag public key infrastructur share secret integ factor computer-sci computer-security-and-network

keep up with chang issu for the financ professionalintermediatethi mooc identifi and explor a number of challeng to the financ profession aris from the ever chang busi environment. increasingli financi decis must take account of strateg consequences. the first modul explor strateg posit choic and action help in do that � set a strateg context for plan for monitor and control project and activities. an on-go set of challeng is found in the evolut of intern report standards. the second modul focus on some recent chang in standard identifi the driver for chang and examin evolut in controversi area such as leas and goodwill. the third and final modul corpor govern examin issu which are caus peopl to re-assess the natur purpos and scope of corpor govern and challeng to make govern function effectively. key issu here are the move to includ a broader rang of stakehold the perenni challeng of agenc theori issu sharehold activ chang board structur and challeng to intern control to better manag risk. thi mooc will be right for you if you are interest in engag with some of the challeng face financ profession even if you are not one yourself. if you are think about return to studi thi will provid a taster of academ endeavour through read articl critiqu idea and blend theori with reality.fin intern financi report standard strateg analysi leadership and manag corpor govern analysi corpor bond strateg manag account financi statement busi financ

python for data scienc and aiconversantkickstart your learn of python for data scienc as well as program in gener with thi beginner-friendli introduct to python. python is one of the world� most popular program languag and there ha never been greater demand for profession with the abil to appli python fundament to drive busi solut across industries. thi cours will take you from zero to program in python in a matter of hours�no prior program experi necessary! you will learn python fundament includ data structur and data analysi complet hands-on exercis throughout the cours modul and creat a final project to demonstr your new skills. by the end of thi cours you�ll feel comfort creat basic program work with data and solv real-world problem in python. you�ll gain a strong foundat for more advanc learn in the field and develop skill to help advanc your career. thi cours can be appli to multipl special or profession certif programs. complet thi cours will count toward your learn in ani of the follow program ibm appli ai profession certif appli data scienc special ibm data scienc profession certif upon complet of ani of the abov program in addit to earn a special complet certif from coursera you�ll also receiv a digit badg from ibm recogn your expertis in the field.python program python librari analysi semant comput program syntax data analysi panda python syntax and semant numpi data-sci data-analysi

develop data productsconversanta data product is the product output from a statist analysis. data product autom complex analysi task or use technolog to expand the util of a data inform model algorithm or inference. thi cours cover the basic of creat data product use shini r packag and interact graphics. the cours will focu on the statist fundament of creat a data product that can be use to tell a stori about data to a mass audience.interact data analysi web web applic present analysi data visual plotli comput program r program data-sci data-analysi

strateg procur and sourc conclusionsadvancedthi cours will be the final cours in the global procur and sourc specialization. we will cover three thing first there will be a final set of read of articl that are look at the futur of strateg procur and sourcing. while mani of the articl differ in their point of view all the author focu on the continu import of procur in the busi world today. second we will do a complet wrap-up and key takeaway for all of the courses. thi will be an excel review of what you learn in thi special and will be help in the final assess of the course. lastli there will be a requir final assess consist of 40 multipl choice.plan procur categori manag purchas manag process analyt choic suppli chain gratitud supplier manag busi leadership-and-manag

understand patient perspect on medicationsintermediateinappropri use of medicin harm patients� health and increas healthcar costs. when healthcar profession and patient engag togeth healthcar can be base on the patient perspect so the use of medicin is better tailor to each patients� need and preferences. the result is a better relationship between patient and healthcar profession more appropri medicin use improv patients� outcom and reduc healthcar costs. in thi cours you will learn about the patient perspect on medicin use and how to explor and appli it in healthcar and health policy.percept patient pharmaceut industri influenc medicin evalu medic model ration live experi life-sci public-health

trade immigr and exchang rate in a global worldintermediatethi is the second of the three cours part of the global econom growth and stabil specialization. thi cours will focu on facet of global that affect a country� econom perspect and decisions. global ha recent been the predomin subject in mani polit debat and thi cours will go into the determin of globalization. it will be separ into four modules; the first modul will explain exchang rates. it will cover what determin exchang rate and how differ exchang rate affect the economi and the realiti of currencies. the second modul will explor trade the realiti of free trade and what occur to a country� economi with protectionism. the third modul will go into the balanc of payment it will help you understand how econom transact between a countri and the rest of the world work. the fourth modul will focu on immigr which is probabl one of the most controversi subject today. it will explain how migrat affect host countri and it will cover current migrat trends.govern budget balanc balanc of payment foreign exchang market trade economi world currenc aggreg demand suppli and demand econom demand social-sci econom

predict sale and forecast trend in googl sheetsbeginnerbi the end of thi project you will understand use case for conduct forecast in your workplac and be abl to confid conduct a trend forecast in ani spreadsheet software. you will also understand when it is necessari to refin a model to improv the accuraci of forecast trends. there are mani time when have a crystal ball might be use and it� natur to leverag trust predict of futur outcom to prepar and drive best results. predict come our way in the form of the forecast data we consum regularli in our person and busi lives. thi data cover everyth from the weather to project invest returns. at work we use forecast data for a multitud of purpos includ develop strategi budget to provid the right amount of resourc to meet demand and to creat the best custom experi possible. in thi cours you will build baselin predict skill with statist forecast by design creat and interpret a sale trend forecast. you will do thi as we work side-by-sid in the free-to-us softwar googl sheets. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.accuraci and precis linear model forecast line chart regress project spreadsheet softwar sale busi analyt data-sci data-analysi

design think for innovationbeginnertoday innov is everyone' business. whether you are a manag in a global corpor an entrepreneur start up in a govern role or a teacher in an elementari school everyon is expect to get lean � to do better with less. and that is whi we all need design thinking. at everi level in everi kind of organ design think provid the tool you need to becom an innov thinker and uncov creativ opportun that are there � you'r just not see them yet. in thi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti we provid an overview of design think and work with a model contain four key question and sever tool to help you understand design think as a problem solv approach. we also look at sever stori from differ organ that use design think to uncov compel solutions.mind map thought strateg think leadership and manag map innov map design think storytel innov manag busi business-strategi

sing popular musicbeginneryou'v been studi the great work on improv your vocal skill and build vocal technique. now it' time to take the next step in your sing career to shine as a vocalist. sing popular music provid you with the essenti skill to defin your own uniqu vocal style and sing healthfully. the cours begin with devic to support and alter your sound includ vowel qualiti tone product and breath techniques. from there you will learn how to use techniqu like mix voic and belt in contemporari sing styles. then you'll take a cover song and make it your own. upon success complet of thi cours you will be abl to confid and health sing in your desir vocal style as well as understand how you can alter your sing to match other contemporari styles.human voic head voic piano sound chest voic perform poetri write popular music music guitar arts-and-human music-and-art

linear circuit 2 ac analysisintermediatethi cours explain how to analyz circuit that have altern current ac voltag or current sources. circuit with resistor capacitor and inductor are cover both analyt and experimentally. some practic applic in sensor are demonstrated.voltag probe power electron power suppli electron circuit current probe electron electr engin oscilloscop analysi physic experi physical-science-and-engin electrical-engin

identifi secur vulnerabilitiesintermediatethi cours will help you build a foundat of some of the fundament concept in secur programming. we will learn about the concept of threat model and cryptographi and you'll be abl to start to creat threat model and think critic about the threat model creat by other people. we'll learn the basic of appli cryptographi such as encrypt and secur hashing. we'll learn how attack can exploit applic vulner through the improp handl user-control data. we'll gain a fundament understand of inject problem in web applic includ the three most common type of inject problem sql inject cross-sit script and command injection. we'll also cover applic authent and session manag where authent is a major compon of a secur web applic and session manag is the other side of the same coin sinc the authent state of user request need to be properli handl and run as one session. we'll learn about sensit data exposur issu and how you can help protect your customer' data. we'll cover how to effect store password-rel inform and not to store the actual plaintext passwords. we'll particip in code assign that will help you to better understand the mechan for effect store password-rel information. along the way we�ll discuss way of watch out for and mitig these issu and be abl have some fun and exploit two differ vulner in a web applic that wa design to be vulner call webgoat.cod inject access control web applic authent plaintext encrypt threat model secur cross-sit script trust boundari computer-sci computer-security-and-network

summari statist in public healthbeginnerbiostatist is the applic of statist reason to the life scienc and it is the key to unlock the data gather by research and the evid present in the scientif literature. in thi cours we'll focu on the use of statist measur method within the world of public health research. along the way you'll be introduc to a varieti of method and measur and you'll practic interpret data and perform calcul on real data from publish studies. topic includ summari measur visual display continu data sampl size the normal distribut binari data the element of time and the kaplan-meir curve.biostatist odd odd ratio summari statist estim gener statist rel risk kaplan meier estim analysi risk life-sci public-health

network and commun securityadvancedwelcom to network and commun secur course! in the network and commun secur cours you will learn about the network structur data transmiss method transport format and the secur measur use to maintain integr avail authent and confidenti of the inform be transmitted. concept for both public and privat commun network will be discussed. cours object 1. describ network-rel secur issu 2. identifi protect measur for telecommun technolog 3. defin process for control network access 4. identifi process for manag lan-bas secur 5. describ procedur for oper and configur networked-bas secur devic 6. defin procedur to implement and oper wireless technologiessublay virtual circuit secur virtual lan wireless fibr channel over ethernet virtual privat lan servic domain name system control plane data link layer information-technolog secur

popul health studi designintermediatehealth care profession increasingli have to make clinic decis in age and divers populations. also they have to deal with rise health care cost fragment health care suppli and advanc medic technolog and it systems. these develop go beyond everi day practic and will requir new skills. in thi cours we will walk you through key step in design a research studi from formul the research question to common pitfal you might encount when interpret your results. we will focu primarili on analyt studi use in etiolog research which aim to investig the causal relationship between put risk factor or determin and a given diseas or other outcome. howev the principl we will discuss hold true for most research question and you will also encount these studi design in prognost and diagnost research settings. thi cours is part of a master' program popul health manag at leiden univers current in develop which includ nine cours on coursera includ thi one. if you are interest in learn more about the popul health manag approach follow the cours "popul health fundament of popul health management" on coursera.clin studi design confound clinic trial regress toward the mean causal infer measur case-control studi type i and type ii error cohort studi causal life-sci research

futur healthcar payment modelsintermediatethi cours will review the driver of healthcar cost and solut that have been propos to address cost qualiti and valu of health care. mani point blame for high cost on payment model that pay healthcar provid for everi servic they provid to patient essenti pay more for volum and servic intensity. thi is call a fee for servic ff payment model. some solut arguabl the more sustain solut are the combin strategi of new payment model care manag insur plan design consum engag tool and technology. use that inform we will explor variou situat showcas coordin care and payment strategi that can be implement to improv patient health and the cost of deliveri of healthcar services. by the end of thi cours the learner should be abl to 1. identifi the driver and trend of healthcar spend from the perspect of variou stakehold includ medic provid insur govern and privat purchas and payment 2. critic assess the impact of strateg and financi approach that have been put in place by the aca and the variou modifications. 3. evalu how healthcar payment model current work and the new direct that value-bas payment is taking. 4.identifi how financi and non-financi metric can be appropri combin to improv a healthcar stakeholders� valu proposition.benefit expand access engag market cost health insur payment price insur risk pool healthcar deliveri system life-sci healthcare-manag

think again ii how to reason deductivelyintermediatededuct argument are suppos to be valid in the sens that the premis guarante that the conclus is true. in thi cours you will learn how to use truth-tabl and venn diagram to repres the inform contain in the premis and conclus of an argument so that you can determin whether or not the argument is deduct valid. suggest read student who want more detail explan or addit exercis or who want to explor these topic in more depth should consult understand argument an introduct to inform logic ninth edit concis chapter 6 and 7 by walter sinnott-armstrong and robert fogelin. cours format each week will be divid into multipl video segment that can be view separ or in groups. there will be short ungrad quizz after each segment to check comprehens and a longer grade quiz at the end of the course.person develop thought critic think experi proposit psycholog logic social psycholog signal system no. 7 reason personal-develop personal-develop

data analysi with pythonconversantlearn how to analyz data use python. thi cours will take you from the basic of python to explor mani differ type of data. you will learn how to prepar data for analysi perform simpl statist analysi creat meaning data visual predict futur trend from data and more! topic cover 1 import dataset 2 clean the data 3 data frame manipul 4 summar the data 5 build machin learn regress model 6 build data pipelin data analysi with python will be deliv through lectur lab and assignments. it includ follow part data analysi librari will learn to use panda numpi and scipi librari to work with a sampl dataset. we will introduc you to panda an open-sourc librari and we will use it to load manipul analyz and visual cool datasets. then we will introduc you to anoth open-sourc librari scikit-learn and we will use some of it machin learn algorithm to build smart model and make cool predictions. if you choos to take thi cours and earn the coursera cours certif you will also earn an ibm digit badge. limit time offer subscript is onli $39 usd per month for access to grade materi and a certificate.data model regress python program regress analysi exploratori data analysi analysi comput program model data analysi linear data-sci data-analysi

optim a websit for searchbeginnerlearn the in and out of optim a websit from conduct an initi audit to present your find and recommendations. hands-on activ includ learn how to select and appli appropri keyword throughout a websit incorpor keyword research in a content market strategi and optim a site for local search. you will also learn strategi for set goal and client/stakehold expect build effect analyt and report and commun seo improvements.search engin optim audit content audit keyword research seo audit competit market web mathemat optim social media busi market

develop innov idea for new compani the first step in entrepreneurshipconversantthi cours assist aspir and activ entrepreneur in develop great idea into great companies. with strong economi present rich opportun for new ventur creation and challeng econom time present the necess for mani to make their own job the need to develop the skill to develop and act on innov busi opportun is increasingli vital. use proven content method and model for new ventur opportun assess and analysi you will learn how to * identifi and analyz entrepreneuri opportunities; * enhanc your entrepreneuri mindset; * improv your strateg decision-making; and * build innov busi models. our goal is to demystifi the startup process and to help you build the skill to identifi and act on innov opportun now and in the future. with thi cours student experi a sampl of the idea and techniqu explor in the univers of maryland' master' degre in technolog entrepreneurship an innov 100% onlin program. learn more at http//mte.umd.edu/landing.analysi plan strategi busi develop busi plan new busi develop opportun identif innov entrepreneurship leadership and manag busi entrepreneurship

design onlin cours printabl use canvabeginnerbi the end of thi cours you will creat a varieti of templat for cours printabl that you can offer for free or sell in the marketplac use canva. you will be abl to incorpor a color scheme imag and other design element for aesthet pleas and valu ad busi market collateral. thi cours will includ intermedi to advanc level skill use the free version of canva. creat high qualiti printabl is the perfect way to offer a free digit product or market your busi to build business. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.hand number spreadsheet market collater market project util graphic design sale comput graphic busi market busi market

busi model for innov care for older peopleadvancedag ha been coin as one of the major societ challenges. the fact that we simpli live longer is in itself not a problem but rather a triumph. howev thi unpreced demograph chang significantli affect individu life histori through an increas number of e.g. lifestyl relat chronic diseases. these extra life year also have a massiv imprint on the organ of welfar institut and the financi sustain of the welfar system. thi cours will introduc you to healthcar innov within the field of healthi live and activ aging. by follow two specif case on diabet and rehabilit thi interdisciplinari cours will provid you with key theori tool and concept for analyz and develop viabl innov solut for age populations. the lectur will cover demograph biolog econom social and cultur aspect of activ age and healthi live along with lectur on current innov theori and methods. dure the cours you will meet lead research and expert from among other univers of copenhagen copenhagen busi school steno diabet center in copenhagen and erasmu univers of rotterdam. they work with veri differ aspect of activ age and healthi live from biomedicin to digit design but what tie them togeth is the belief that an interdisciplinari approach to healthcar innov will benefit the age population. the cours is part of the eit health campu programm https//www.eithealth.eu/campus. we hope you will enjoy thi cours and equip yourself to take a more profession approach to healthcar innovation.econom evalu industri design collabor nutrit innov busi model valu captur health care intellectu properti field research busi entrepreneurship

chines for beginnersconversantnowaday there is an increas number of peopl who are interest in chines cultur and language. and it is use to know about the languag when come to china for travel or business. thi is an abc chines cours for beginn includ introduct of phonet and daili expressions. after take thi class learner can have a basic understand of chines mandarin and make basic convers of daili live such as exchang person inform talk about daili arrang and food ask about price introduc the citi and the weather tell your hobbi etc. select topic and situat come from real life scenario and can be use for everyday communications. in addit to the dialogu the select of read materi and practic activ will make the content as rich and vari as possibl in order to stimul the learners� interests. thi is an elementari cours on chines speaking. the learner don�t need to studi chines charact so it is easier to follow and complet thi course.chines languag write listen public speak chines basic languag commun grammar speech human learn language-learn other-languag

build digit media use graphic design in googl slidesbeginnerbi the end of thi 1 hour-long guid project you will creat a flier for a network event use graphic design best practices. thi cours will walk you through the basic of work on a graphic design project. it begin with determin the approach for the project includ understand your audience. from there we will move onto typographi where we will select the most appropri typeface. we will also discuss use imageri such as photo and clip art. next we will explor some basic of color theori and select some color for the flier. from here we will discuss page layout and we will leverag the grid concept to align the compon of the flier into the final product. lastli we will publish the project.commun comput graphic cancer mathemat adob indesign web rel chang and differ c dynam memori alloc graphic design project computer-sci design-and-product

busi oper support in googl sheetsbeginnerbi the end of thi project you will creat a googl sheet that receiv custom request track employe workload and provid a small busi with an overview of current project statu and histor data for complet projects. you will learn how to creat a custom form and use the data from the form to track request assign work to employe and creat a snapshot of current and past projects. throughout the project you will leverag formula to autom the googl sheet in order to effect and effici manag day to day operations. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.custom support busi receiv workload busi oper entrepreneurship project oper manag employ write busi leadership-and-manag

explor basic incom in a chang economi teach-outbeginnerth unit state social safeti net is a complex system with mani program and often difficult elig requirements. mani of these program onli deliv in-kind aid not cash to peopl live in poverti a lot of whom can fall through the crack and can�t make end meet. basic incom the idea of provid peopl with a minim level of cash support on a consist basi remain a point of debat in the unit state and beyond. in thi teach-out you will join lead expert to explor the emerg idea of basic incom and other associ social safeti net programs. the teach-out will address the follow question what is basic income? what is the differ between basic incom and univers basic income? whi is basic incom gener so much interest now? how doe basic incom work? what are the benefit and the challenges? how might basic incom help creat an inclus economy? what is the social safeti net? who doe it help and who doe it leav out? how do we current measur poverti and determin who is elig for safeti net programs? how do autom and a chang economi affect the basic incom conversation? note thi teach-out origin launch in juli 2018. some of the exampl studi discuss and perspect may have chang sinc we record these convers but the core content of the teach-out remain extrem relev today. pleas enjoy thi relaunch version of the teach-out we encourag you to engag in the discuss forum with other learners.bas incom insur polici economi digit signatur incom phenomenon polici research financi statement babi bonu neg incom tax busi financ

html css and javascript for web developersbeginnerdo you realiz that the onli function of a web applic that the user directli interact with is through the web page? implement it poorli and to the user the server-sid becom irrelevant! today� user expect a lot out of the web page it ha to load fast expos the desir servic and be comfort to view on all devic from a desktop comput to tablet and mobil phones. in thi cours we will learn the basic tool that everi web page coder need to know. we will start from the ground up by learn how to implement modern web page with html and css. we will then advanc to learn how to code our page such that it compon rearrang and resiz themselv automat base on the size of the user� screen. you�ll be abl to code up a web page that will be just as use on a mobil phone as on a desktop computer. no �pinch and zoom� required! last but certainli not least we will get a thorough introduct to the most ubiquit popular and incred power languag of the web javascript. use javascript you will be abl to build a fulli function web applic that util ajax to expos server-sid function and data to the end user.web web develop ajax program html html5 bootstrap front-end framework html and css css comput program javascript computer-sci mobile-and-web-develop

self awar and the effect leaderbeginnerpart of be an effect leader is learn how to play to your strength and overcom characterist that don't lend to good leadership practices. dure the cours you will examin your own strength and learn way to use them in a leadership role. learn to manag stress and solv problem creatively. throughout the cours you will also build a tool kit of use techniqu that you can begin use right away in your engin career. thi cours is design for engin who are interest in and have the desir to advanc into leadership and manag roles. you don't need ani leadership experi to do well in thi course. we ask you to reflect on your person experi pretti often so some work experi will help you in that aspect but we hope that most of what you learn here will be applic to mani area of your life.stress awar creativ stress manag self-awar time manag leadership leadership and manag problem solv leadership develop busi leadership-and-manag

financ and invest in infrastructureintermediatelearn how debt and equiti can be use to financ infrastructur invest and how investor approach infrastructur investments! accord to the oecd the global infrastructur invest requir by 2030 for transport electr gener transmiss & distribut and water & telecommun total to 71 trillion dollars. thi figur repres about 3.5% of the annual world gdp from 2007 to 2030. the european commiss estim that by 2020 europ will need between 1.5 - 2 trillion euro in infrastructur investments. between 2011 and 2020 about 500 billion euro will be requir for the implement of the trans-european transport network ten-t program 400 billion euro for energi distribut network and smart grid 200 billion euro on energi transmiss network and storag and 500 billion euro for the upgrad and construct of new power plants. an addit 38 - 58 billion euro and 181 - 268 billion euro in capit invest will be need to achiev the target set by the european commiss for broadband diffusion. tradit invest in infrastructur were financ use public sources. howev sever budget constraint and ineffici manag of infrastructur by public entiti have led to an increas involv of privat investor in the business. the cours focus on how privat investor approach infrastructur project from the standpoint of equiti debt and hybrid instruments. the cours concentr on the practic aspect of project financ the most frequent use financi techniqu for infrastructur investments. the repeat use of real life exampl and case studi will allow student to link the theoret background to actual busi practices. in the end of the cours student will be capabl of analyz a complex transact identifi the key element of a deal and suggest proper solut for deal structur from a financi advisor' perspective. cours format the cours will consist of lectur video read and talk given by guest speakers. although we do hope you will attend the entir cours it is possibl to just focu on singl topics. suggest read the cours is design to be self-contain there are no obligatori read that must be acquir outsid of the course. for student interest in addit studi materi you may refer to �\tgatti stefano "project financ in theori and practice" academ press 2nd edit 2012.analysi risk analysi capit budget invest infrastructur invest financ project risk loan leadership and manag busi financ

principl of sustain financebeginnerfin is wide seen as an obstacl to a better world. principl of sustain financ explain how the financi sector can be mobil to counter this. use financ as a mean to achiev social goal we can divert the planet and it economi from it current path to a world that is sustain for all. throughout thi cours you will learn about the un sustain develop goal how social and environment factor should not be regard as extern you will learn more about sustain bank and asset manag about effect engag sustain scenario analysi and long-term valu creation. at the end of thi cours you will understand how sustain financ can be use as a tool to steer the sustain transition.environment factor corpor govern financ principl social respons invest sustain asset manag invest bank sustain busi busi financ

interact machin learn dashboard use plotli dashadvancedin thi 2 hour long project-bas cours you will learn how to creat an html outlin of a plotli dash dashboard. you will design interact dropdown list radio button and most importantli scatter plot and bar chart that respond to your mouse' hover. you will learn how to visual dimension reduct result intuit and interact and see how these model can be use in custom segmentation. furthermor we will discuss how to critic evalu these model and what to look out for in a well-perform model. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.radio button plotli lambda calculu html machin learn scatter plot mouseov interact chart drop-down list data-sci machine-learn

fifa20 data explor use pythonbeginnerbi the end of thi project you will learn to use data explor techniqu in order to uncov some initi pattern insight and interest point in your dataset. we are go to use a dataset consist 5 csv file consist of the data relat to player in fifa video game. we will clean and prepar it by drop useless column calcul new featur for our dataset and fill up the null valu properly. and then we will start our explor and we'll do some visualizations.jpeg python program recommend system plotli chart euler' totient function project project mine data analysi data visual data-sci data-analysi

introduct to xr vr ar and mr foundationsintermediatewhat is xr? it� shorthand for a relat set of new technolog that are chang the way we interact with the world and with each other virtual realiti augment realiti and mix reality. to understand xr you need to understand the technolog that enabl it. if you understand the avail technolog how they are use and what their futur hold you�ll be well equip to deal with xr as it rapidli evolv and converges. in thi cours we will present an introduct to xr use a broadli chronolog approach focus on how all of the underli technolog came togeth at key moment in the histori of xr to launch the concept of virtual realiti and augment realiti into the mainstream consciousness. throughout the cours we�ll give a brief descript of each of the support technolog some histori about when it first came into use limit and futur potenti for improv and how it� use for ar vr and mr. as you learn about the technolog you�ll also develop hand on experi in the field along two tracks. first you will use uniti to build and run two simpl xr applic on your own smartphon a �vr museum� app and a handheld augment realiti app. second you will brainstorm defin visual and iter your own origin concept for an xr applic end the cours with a thorough and peer-review xr product brief that you could use as the basi for futur development. thi is the first of three plan cours in unity' xr special which includ the mobil vr app develop with uniti cours as well as a futur cours focus on develop augment realiti ar applic with unity.bluetooth virtual realiti holographi continu function heat map machin vision samsung gear vr mix realiti eye track augment realiti computer-sci design-and-product

3d print capstoneintermediateth capston will integr the learn acquir from the four cours in the 3d print special through a hands-on project. thi project will enabl you to turn an idea into an object use the knowledg and skill acquir through the other courses. specif you will be guid through a step-by-step process in which you imagin design make and share a 3d print object. thu through thi capston you will be abl to put cours concept into action and util the skill that you have acquir throughout the specialization. in addit you will be abl to obtain an actual 3d print of the object you design at a discount price through our corpor partner 3d hub and shapeways. if you enjoy thi busi cours and are interest in an mba consid appli to the imba a flexibl fully-accredit onlin mba at an incred competit price offer by the univers of illinois. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.project 3d print printer comput .bit materi person brand manufactur process manag model lean manufactur manufactur process busi entrepreneurship

how to win a data scienc competit learn from top kagglersadvancedif you want to break into competit data scienc then thi cours is for you! particip in predict model competit can help you gain practic experi improv and har your data model skill in variou domain such as credit insur market natur languag process sales� forecast and comput vision to name a few. at the same time you get to do it in a competit context against thousand of particip where each one tri to build the most predict algorithm. push each other to the limit can result in better perform and smaller predict errors. be abl to achiev high rank consist can help you acceler your career in data science. in thi cours you will learn to analys and solv competit such predict model tasks. when you finish thi class you will - understand how to solv predict model competit effici and learn which of the skill obtain can be applic to real-world tasks. - learn how to preprocess the data and gener new featur from variou sourc such as text and images. - be taught advanc featur engin techniqu like gener mean-encod use aggreg statist measur or find nearest neighbor as a mean to improv your predictions. - be abl to form reliabl cross valid methodolog that help you benchmark your solut and avoid overfit or underfit when test with unobserv test data. - gain experi of analys and interpret the data. you will becom awar of inconsist high nois level error and other data-rel issu such as leakag and you will learn how to overcom them. - acquir knowledg of differ algorithm and learn how to effici tune their hyperparamet and achiev top performance. - master the art of combin differ machin learn model and learn how to ensemble. - get expos to past win solut and code and learn how to read them. disclaim thi is not a machin learn cours in the gener sense. thi cours will teach you how to get high-rank solut against thousand of competitor with focu on practic usag of machin learn method rather than the theoret underpin behind them. prerequisit - python work with datafram in panda plot figur in matplotlib import and train model from scikit-learn xgboost lightgbm. - machin learn basic understand of linear model k-nn random forest gradient boost and neural networks. do you have technic problems? write to us coursera@hse.rumachin learn data analysi featur extract analysi hyperparamet human learn featur engin hyperparamet optim kaggl mathemat optim data-sci data-analysi

3d data visual for scienc communicationadvancedthi cours is an introduct to 3d scientif data visual with an emphasi on scienc commun and cinemat design for appeal to broad audiences. you will develop visual literaci through be abl to interpret/analyz read visual and creat write your own visualizations. by the end of thi cours you will -develop visual literacy. -learn the practic of work with spatial data. -understand what make a scientif visual meaningful. -learn how to creat educ visual that maintain scientif accuracy. -understand what make a scientif visual cinematic. -learn how to creat visual that appeal to broad audiences. -learn how to work with image-mak software. for those complet the honor trackmap visual softwar softwar cinematographi virtual camera system process comput graphic audienc credit data visual data-sci data-analysi

use googl jamboard for student learningbeginnerbi the end of thi project you be abl to use googl jamboard to creat a collabr classroom foster interact student engag creat virtual lesson sticki note and more. with googl jamboard teacher and student can collabor in real time on lesson project and anyth els you can imagine. togeth we will learn how to use jamboard to connect with student dure virtual learn for in class collabor and discov way to improv our abil to differenti instruct use googl jamboard. the opportun are endless. let� get start use googl jamboard together! *you will need a free googl account for thi project.project thought life coach differenti form differenti instruct analysi collabor project manag gratitud student engag social-sci educ

metagenom appli to surveil of pathogen and antimicrobi resistanceintermediateth field of metagenom and whole commun sequenc is a promis area to unravel the content of microbi commun and their relationship to diseas and antimicrobi resist in the human population. bioinformat tool are extrem import for make sens out of metagenom data by estim the presenc of pathogen and antimicrobi resist determin in complex samples. combin with relev explanatori data metagenom is a power tool for surveillance. in thi cours we teach about the potenti of metagenom for surveil and give the learner an overview of the step and consider in a metagenom study. after thi cours the learner will know - the differ between the concept of metagenom and other microbi genom - the need to use control in differ step of a metagenom studi - the advantag of metagenom for the surveil of antimicrobi resist - how sampl design sampl size sampl materi and sampl handl influenc the outcom of a metagenom studi - sampl process for bacteri and viral metagenom - differ sequenc platform and their possibl regard metagenom - the step involv in a gener metagenom studi includ qualiti control map to differ databas and read count analysi - the principl behind variou tool avail for analysi of metagenom data - how to interpret read classif result - the need for epidemiolog in surveil - the concept of global and integr surveil - the challeng for the use of metagenom in surveil - the potenti of metagenom for surveil we look forward to welcom you !metagenom sampl design antimicrobi resist analysi bioinformat genom antimicrobi bioinformat analysi antimicrobi dna life-sci basic-sci

get start with ai use ibm watsonconversantin thi cours you will learn how to quickli and easili get start with artifici intellig use ibm watson. you will understand how watson work becom familiar with it use case and real life client exampl and be introduc to sever of watson ai servic from ibm that enabl anyon to easili appli ai and build smart apps. you will also work with sever watson servic to demonstr ai in action. thi cours doe not requir ani program or comput scienc expertis and is design for anyon whether you have a technic background or not.us case deep learn natur languag speech human learn ibm cloud languag cloud comput machin learn artifici neural network data-sci machine-learn

advanc linear model for data scienc 2 statist linear modelsintermediatewelcom to the advanc linear model for data scienc class 2 statist linear models. thi class is an introduct to least squar from a linear algebra and mathemat perspective. befor begin the class make sure that you have the follow - a basic understand of linear algebra and multivari calculus. - a basic understand of statist and regress models. - at least a littl familiar with proof base mathematics. - basic knowledg of the r program language. after take thi cours student will have a firm foundat in a linear algebra treatment of regress modeling. thi will greatli augment appli data scientists' gener understand of regress models.t distribut gener statist estim squar algebra rank linear algebra linear model quadrat form multivari normal distribut independ and ident distribut random variabl linear data-sci probability-and-statist

creat a dynam web applic use rshinybeginnerbi the end of thi project you will learn how to creat a web-bas applic to view and analys your dataset use rshini a free open-sourc r librari that you can download. you will learn how reactiv program work between the user interfac ui and the server. you will then learn how to creat a real world web-bas applic to upload your dataset in csv format and view and extract summari inform from the dataset. lastli you will learn how to dynam creat high qualiti plot from differ column in your dataset and download these plot for busi use. an rshini web applic is a dynam applic that updat automat when the user input chang or updates. these web applic can save you time and resourc while speed up the process and analysis. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.us interfac upload web applic interfac download reactiv program data scienc web analysi java annot computer-sci mobile-and-web-develop

gener design for industri applicationsadvancedth foundat of engin design is explor and iteration. design is rare a perfectli linear and straightforward process. in thi cours we explor a design for a tradit manufactur method and use gener design to creat the perfect iter of it. from that point we'll revers engin the gener design and recreat it for a tradit manufactur method and explor the option of fabric the gener version to weigh the pro and con of each. you�ll need a paid subscript to fusion 360 to complet the assign in thi course. be sure to review your access or payment option befor enrol https//www.autodesk.com/products/fusion-360 want to take your learn to the next level? complet the autodesk gener design for manufactur special and you�ll unlock an addit autodesk credenti as further recognit of your success! the autodesk credenti come with a digit badg and certif which you can add to your resum and share on social media platform like linkedin facebook and twitter. share your autodesk credenti can signal to hire manag that you�v got the right skill for the job and you�r up on the latest industri trend like gener design. enrol in the special here https//www.coursera.org/specializations/autodesk-generative-design-manufacturingmanufactur process manag .properti materi clinic studi design industri engin gener design mechan engin render comput graphic simul autodesk physical-science-and-engin mechanical-engin

financ for non-fin professionalsbeginnerthi short cours survey all the major topic cover in a full semest mba level financ cours but with a more intuit approach on a veri high conceptu level. the goal here is give you a roadmap and framework for how financi profession make decisions. we will cover the basic of financi valuat the time valu of money compound return and discount the future. you will understand discount cash flow dcf valuat and how it compar to other methods. we also step insid the mind of a corpor financi manag and develop the basic tool of capit budgeting. we will survey the how when and where to spend money make tradeoff about invest growth dividend and how to ensur sound fiscal discipline. our journey then turn to a wall street or capit market perspect of invest as we discuss the fundament tradeoff between risk and return. we then synthes our discuss of risk with our valuat framework and incorpor it into seri of direct applic to practice. thi cours requir no prior familiar with finance. rather it is intend to be a first step for anyon who is curiou about understand stock market valuat or corpor finance. we will walk through all of the tool and quantit analysi togeth and develop a guid for understand the seemingli complex decis that financ profession make. by the end of the cours you will develop an understand of the major conceptu lever that push and pull on financi decis make and how they relat to other area of business. the cours should also serv as a roadmap for where to further your financ educ and it would be an excel introduct of ani student contempl an mba or financ concentr but who ha littl background in the area.flow network discount financi account account financi statement financ capit budget net present valu cash flow corpor bond busi financ

ibm data privaci for inform architecturebeginnerdata privaci control how inform is collect use share and dispos of in accord with polici or extern law and regulations. in thi cours student will gain an understand of what data privaci is along with how to identifi and understand typic data protect and privat object that an enterpris may have and how to choos a data protect approach. the student will gain a background in multipl data privaci mechan and practic and learn how to grow their data protect toolkit. the ibm datafirst method will be the backbon of the discussion.person identifi inform topolog inform privaci privaci data protect workshop data secur secur use case data govern information-technolog data-manag

find mutat in dna and protein (bioinformat vi)advancedin previou cours in the special we have discuss how to sequenc and compar genomes. thi cours will cover advanc topic in find mutat lurk within dna and proteins. in the first half of the cours we would like to ask how an individual' genom differ from the "refer genome" of the species. our goal is to take small fragment of dna from the individu and "map" them to the refer genome. we will see that the combinatori pattern match algorithm solv thi problem are eleg and extrem effici requir a surprisingli small amount of runtim and memory. in the second half of the cours we will learn how to identifi the function of a protein even if it ha been bombard by so mani mutat compar to similar protein with known function that it ha becom bare recognizable. thi is the case for exampl in hiv studi sinc the viru often mutat so quickli that research can struggl to studi it. the approach we will use is base on a power machin learn tool call a hidden markov model. final you will learn how to appli popular bioinformat softwar tool appli hidden markov model to compar a protein against a relat famili of proteins.algorithm refer genom hidden markov model bioinformat dynam program sequenc align dna sequenc align algorithm expect maxim algorithm pattern match life-sci health-informat

semant segment with amazon sagemakerbeginnerpleas note you will need an aw account to complet thi course. your aw account will be charg as per your usage. pleas make sure that you are abl to access sagemak within your aw account. if your aw account is new you may need to ask aw support for access to certain resources. you should be familiar with python program and aw befor start thi hand on project. we use a sagemak p type instanc in thi project and if you don't have access to thi instanc type pleas contact aw support and request access. in thi 2-hour long project-bas cours you will learn how to train and deploy a semant segment model use amazon sagemaker. sagemak provid a number of machin learn algorithm readi to be use for solv a number of tasks. we will use the semant segment algorithm from sagemak to creat train and deploy a model that will be abl to segment imag of dog and cat from the popular iiit-oxford pet dataset into 3 uniqu pixel values. that is each pixel of an input imag would be classifi as either foreground pet background not a pet or unclassifi transit between foreground and background. sinc thi is a practic project-bas cours we will not dive in the theori behind deep learn base semant segment but will focu pure on train and deploy a model with sagemaker. you will also need to have some experi with amazon web servic aws.english languag deep learn algorithm data analysi inform retriev pixel search engin optim machin learn imag segment python program data-sci machine-learn

visual for data journalismadvancedwhil tell stori with data ha been part of the news practic sinc it earliest day it is in the midst of a renaissance. graphic desk which use to be deem as �the art depart � a subfield outsid the work of newsroom are becom a core part of newsrooms� operation. those peopl they often have variou titl data journalist news artist graphic report develop etc. who design news graphic are expect to be full-fledg journalist and work close with report and editors. the purpos of thi class is to learn how to think about the visual present of data how and whi it work and how to doit the right way. we will learn how to make graph like the new york time vox pew and fivethirtyeight. in the end you can share�emb your beauti chart in public blog post and websites. thi cours assum you understand basic code skill prefer python. howev we also provid a brief review on python in modul 1 in case you want to refresh yourself on the basic and perform simpl data analysis.bar chart line chart number spreadsheet chart journal data visual analysi cartographi interact data journal data-sci data-analysi

python data visualizationadvancedthi if the final cours in the special which build upon the knowledg learn in python program essenti python data represent and python data analysis. we will learn how to instal extern packag for use within python acquir data from sourc on the web and then we will clean process analyz and visual that data. thi cours will combin the skill learn throughout the special to enabl you to write interest practic and use programs. by the end of the cours you will be comfort instal python packag analyz exist data and gener visual of that data. thi cours will complet your educ as a scripter enabl you to locat instal and use python packag written by others. you will be abl to effect util tool and packag that are wide avail to amplifi your effect and write use programs.r program python program languag write map worldmap data visual data analysi comput program web scrape computer-sci software-develop

design principl an introductionadvancedwhat make an interfac intuitive? how can i tell whether one design work better than another? thi cours will teach you fundament principl of design and how to effect evalu your work with users. you'll learn fundament principl of visual design so that you can effect organ and present inform with your interfaces. you'll learn principl of percept and cognit that inform effect interact design. and you'll learn how to perform and analyz control experi online. in mani case we'll use web design as the anchor domain. a lot of the exampl will come from the web and we'll talk just a bit about web technolog in particular. when we do so it will be to support the main goal of thi cours which is help you build human-cent design skill so that you have the principl and method to creat excel interfac with ani technology.experi thought a/b test experi user interfac direct manipul interfac user interfac design visual design interact design principl computer-sci design-and-product

traffic sign classif use deep learn in python/kerasbeginnerin thi 1-hour long project-bas cours you will be abl to - understand the theori and intuit behind convolut neural network cnns. - import key librari dataset and visual images. - perform imag normal and convert from color-sc to gray-scal images. - build a convolut neural network use kera with tensorflow 2.0 as a backend. - compil and fit deep learn model to train data. - assess the perform of train cnn and ensur it gener use variou kpis. - improv network perform use regular techniqu such as dropout.artifici neural network test set convolut neural network kera machin learn deep learn tensorflow grayscal python program statist classif data-sci machine-learn

web scrape with python + beautifulsoupbeginnerbi the end of thi project you will have a grasp of the essenti for extract data from most of the websit on the internet. thi includ the usag of beautifulsoup for get element through pattern browser devtool for pattern investig and request for manag the interfac with the servers. thi cours will be use for anyon deal with extract web data from page and api in a regular basi thi guid project is for peopl that would benefit of be abl to extract data from the internet through python. thi of interest to market analyst and data scientists. basic python is recommended. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.data mine web scrape augment assign css grasp data scienc html internet web python program computer-sci software-develop

process person detail use method in javabeginnerthi project provid a step-by-step approach in instruct and will equip you with fundament concept of creat and use method in java program from the ground up. use jgrasp develop environ you will creat a java project that process your person detail use methods. these detail are your name your age and your books. use thi data you will use method to output your name how old you will be in later year and the list of book that you have. by the end of thi project you will be abl to write a java program use object instanc variabl void method non-void method parameter method and static methods. if thi is the first time you are learn about method you will benefit from write a program from a templat to a fulli function program. if you alreadi have program experi thi is an opportun to refresh your skill in use method class and objects. no matter your level you will be abl to appli the skill obtain from thi cours in real-lif program exercises. to provid you with support outsid the cours you will find a pool of addit note and exercis that you can tri at home. if you ever want to build on the fundament skill in java that you alreadi possess and becom better at use method class and object thi project is the right place to start!c++ void array person identifi inform softwar engin instanc variabl person advertis method comput program process project computer-sci software-develop

cultur and creativ industriesintermediatemain object of thi cours is to trace the develop of the cultur and creativ industri as an idea and as concept and to identifi the key point of chang within it in relat with contemporari digit connect world. anoth import task of thi cours is to provid the deep understand of the differ between cultur and symbol mean product such as film record music book and period onlin media content etc and other kind of goods. thi cours will help you to - identifi main peculiar of cultur and symbol good in their differ with other branch of economi in term of product chain risk relationship between differ stage of production. - be abl to analyz cultur product and symbol good from the organiz econom busi model point of view. - be abl to invent new busi model and analyz cultur product in term of their product risk. - be abl to analyz cultur polici and creativ industries/clust policies. main prerequisit to thi cours is to be abl to produc analyt text in humanities. normal the cours address all student of master level interest in peculiar of media and cultur economi and management. thi cours is strongli not recommend for those who - analys ani market or industri onli in microeconom term suppli and demand level of competit etc. thi cours is not about market but about peculiar of symbol goods; - tri to interpret cultur onli in term of market and manag i.e. cultur is consid like a simpl good to be sold to the consumer. thi cours consid it more broadli like a human agenc to produc mean of everyday life. that� whi cultur good are differ and can not be interpret exclus in term of consum and need more or less state support; - tri to interpret cultur like pure �art� and consequ are absolut not preoccupi by organiz aspect of it working. thi cours use a larg number of concept come from differ field of scienc polit economi of commun cultur studi sociolog etc. some aspect of the cours are comment by known scholar in thi field such as david hesmondhalgh univers of leed phillip bouquillion univers pari 13 nord bernard mieg grenobl alp university. do you have technic problems? write to us coursera@hse.rumedia psycholog social media creativ print media logic cultur media industri economi process commerci arts-and-human histori

psycholog first aidbeginnerlearn to provid psycholog first aid to peopl in an emerg by employ the rapid model reflect listen assess of need priorit intervent and disposition. util the rapid model reflect listen assess of need priorit intervent and disposit thi special cours provid perspect on injuri and trauma that are beyond those physic in nature. the rapid model is readili applic to public health set the workplac the militari faith-bas organ mass disast venu and even the demand of more commonplac critic event e.g. deal with the psycholog aftermath of accid robberi suicid homicid or commun violence. in addit the rapid model ha been found effect in promot person and commun resilience. particip will increas their abil to - discuss key concept relat to pfa - listen reflect - differenti benign non-incapacit psychological/ behavior crisi reaction from more sever potenti incapacit crisi reaction - priorit triag psychological/ behavior crisi reaction - mitig acut distress and dysfunct as appropri - recogn when to facilit access to further mental health support - practic self-car develop in collabor with john hopkin open educ lab.crisi intervent empathi self-car reflect listen activ listen psycholog first aid listen crisi first aid priorit life-sci psycholog

algorithm think (part 1)advancedexperienc comput scientist analyz and solv comput problem at a level of abstract that is beyond that of ani particular program language. thi two-part cours build on the principl that you learn in our principl of comput cours and is design to train student in the mathemat concept and process of "algorithm thinking" allow them to build simpler more effici solut to real-world comput problems. in part 1 of thi cours we will studi the notion of algorithm effici and consid it applic to sever problem from graph theory. as the central part of the cours student will implement sever import graph algorithm in python and then use these algorithm to analyz two larg real-world data sets. the main focu of these task is to understand interact between the algorithm and the structur of the data set be analyz by these algorithms. recommend background - student should be comfort write intermedi size 300+ line program in python and have a basic understand of search sort and recursion. student should also have a solid math background that includ algebra pre-calculu and a familiar with the math concept cover in "principl of computing".comput scienc connect compon graph theori graph mathemat python program breadth-first search algorithm comput program algorithm pseudocod computer-sci software-develop

conflict manag projectadvancedth capston project is design to give you the opportun to appli what you'v learn in type of conflict conflict resolut and intercultur commun and conflict resolution. in thi cours you will prepar a conflict manag portfolio illustr the natur of a specif conflict the differ role of particip in the conflict and the signific of those role the perceiv incompat goal power imbal and commun skill need for the effect manag of the conflict. upon complet thi cours you will be abl to 1. creat a well organ and complet case studi 2. analyz key organiz issu with an integr action plan for conflict resolut 3. identifi appropri commun skill need for conflict resolut skill 4. present a portfolio that incorpor concept learn throughout the special 5. reflect on what you'v learn throughout the specializationleadership employe relat conflict resolut intercultur commun leadership and manag therapi employ peer review illustr project personal-develop personal-develop

welcom to game theoryadvancedthi cours provid a brief introduct to game theory. our main goal is to understand the basic idea behind the key concept in game theori such as equilibrium ration and cooperation. the cours use veri littl mathemat and it is ideal for those who are look for a conceptu introduct to game theory. busi competit polit campaign the struggl for exist by anim and plant and so on can all be regard as a kind of �game � in which individu tri to do their best against others. game theori provid a gener framework to describ and analyz how individu behav in such �strategic� situations. thi cours focus on the key concept in game theori and attempt to outlin the inform basic idea that are often hidden behind mathemat definitions. game theori ha been appli to a number of disciplin includ econom polit scienc psycholog sociolog biolog and comput science. therefor a warm welcom is extend to audienc from all field who are interest in what game theori is all about.plan strateg plan nash equilibrium econom cooper ration mathemat polit scienc game theori strategi social-sci econom

univers teachingintermediateunivers teach is an introductori cours in teach and learn in tertiari educ design by staff at the centr for the enhanc of teach and learn at the univers of hong kong. with input from instructor guest and interviewe includ teach award winner student and expert in the field you will be expos to research evid in relat to effect univers teach and practic instruct design strategies. you will also be expos to multipl exampl of effect teach and hear the view of teacher whose teach ha been judg to be excellent. more specif univers teach will help you to address the follow question - what doe teach in higher educ involve? - what doe research evid tell us about effect teach in higher education? - how can we ensur that our instruct design will help our student achiev their intend learn outcomes? - what pedagog option do we have to make our teach successful? - what assess and feedback practic can help our student learn more effectively? after complet the learn task in thi cours you will be abl to - discuss the teach and learn context in higher educ and reflect on the potenti challeng and opportun you might encounter. - explain key teach and learn concept and relev evid in relat to effect univers teaching. - analys the relationship between variou aspect of teach and student learning. - identifi a rang of instruct strategi to support effect student learning. - appli key concept to the structur of cours outlin and lesson plan in order to creat learn experi to support success student learning. cours trailer https//www.youtube.com/watch?v=zju-dviz3n cours outlin http//www.cetl.hku.hk/wp-content/uploads/2017/03/cetl-mooc-course-outline.pdfenglish languag teach method instruct design order pair experi assess for learn human learn pedagogi teach educ social-sci educ

the holocaust - an introduct (i) nazi germani ideolog the jew and the worldbeginnerth holocaust wa an inconceiv histor event which forev rob western cultur of it innocence. as civil human be we fail to understand how event of such horror could have taken place and how an idea so inhumanli warp could have spread like wildfir through an entir contin instig the systemat annihil of million of jews. thi free onlin cours wa produc jointli by tel aviv univers and yad vashem � the world holocaust remembr center. the cours track the histori of the holocaust and ha two parts. "the holocaust - an introduct i nazi germani ideolog the jew and the world" is the first of the two cours and cover the follow theme in it three week week 1 from hatr to core ideolog we will tri to delv into nazi ideolog and the special place of jew and judaism in it. we will also discuss how the nation socialist parti convert the german democraci of the weimar republ into a totalitarian regim within a short period of time and it mean for jew and non-jewish citizens. week 2 the world and the jew in world war ii we will tri to examin the broader context of the holocaust and to place it as part of world war 2. in thi meet we will also refer to the vital jewish world to be found under variou nazi occup and influences. week 3 the isol abyss - the perspect of the individu we will tri to reveal differ aspect of jewish life in the face of the badg of shame ghetto and segreg as well as the format of individu societies� and leader� reaction in the face of a consist polici of dispossess and discrimination. onc you�v complet thi cours you can continu your learn with the holocaust - an introduct ii the final solut https//www.coursera.org/learn/holocaust-introduction-2/home/welcom thi onlin cours is offer in an innov multi-level format compris * comprehens lectur by lead research from tel aviv univers and yad vashem. * a wealth of voic and viewpoint present by guest lecturers. * numer document photo testimoni and work of art from the time of the holocaust. * novel learn experi crowd sourc � involv the learner themselv in the act of collect and shape inform via uniqu excit onlin assignments. requir thi cours is design for anyon with an interest in the holocaust includ student teacher academ and policy-makers.israel evalu stem histori abnorm psycholog process human learn histor method leadership holocaust arts-and-human histori

mathemat foundat for cryptographyintermediatewelcom to cours 2 of introduct to appli cryptography. in thi cours you will be introduc to basic mathemat principl and function that form the foundat for cryptograph and cryptanalysi methods. these principl and function will be help in understand symmetr and asymmetr cryptograph method examin in cours 3 and cours 4. these topic should prove especi use to you if you are new to cybersecurity. it is recommend that you have a basic knowledg of comput scienc and basic math skill such as algebra and probability.lambda calculu discret logarithm algorithm modular exponenti cryptographi euler' totient function primal test trial divis multipl invers factori computer-sci computer-security-and-network

translat qualiti managementintermediateprofession translat is a complex process that usual involv collabor of multipl people. the cours will show you how to build thi process correctli analyz content determin requir and risk select appropri job and vendor evalu translat quality. you will know whi user manual should not be translat in the same way as you would translat promot or legal documents. you will see whi everi content type requir a special translat approach and learn to priorit qualiti block dure project planning. thi cours will also teach you to select translat and editor base on the content analysi so your project could alway stay within budget and deadlines. thi cours is base on the palex� corpor educ program. sinc 2014 it ha alreadi help us train dozen of local and translat qualiti manag for our company. now we want to share these knowledg and experi with the entir commun of the translat industry. along with the theoret knowledg you will also get skill that can be appli to your work right away. all the lectur are accompani with test that will help you understand the topic and everi modul come with a practic exercis that is base on the real-world situation. the aim of the cours is to present the expertis of palex in the field of local and translat packag the corpor train program into an onlin format.project translat budget evalu translat studi project plan softwar leadership and manag process plan busi leadership-and-manag

logist regress with python and numpybeginnerin thi 2-hour long project-bas cours you will learn how to implement logist regress use python and numpy. logist regress is an import fundament concept if you want break into machin learn and deep learning. even though popular machin learn framework have implement of logist regress avail it' still a great idea to learn to implement it on your own to understand the mechan of optim algorithm and the train and valid process. sinc thi is a practic project-bas cours you will need to have a theoret understand of logist regress and gradient descent. we will focu on the practic aspect of implement logist regress with gradient descent but not on the theoret aspect. by the end of thi cours you would creat and train a logist model that will be abl to predict if a given imag is of hand-written digit zero or of hand-written digit one. the model will be abl to distinguish between imag or 0s and 1s and it will do that with a veri high accuracy. not onli that your implement of the logist model will also be abl to solv ani gener binari classi?c problem. you will still have to train model instanc on speci?c dataset of cours but you won�t have to chang the implement and it will be re-usable. the dataset for imag of hand written digit come from the popular mnist dataset. thi data set consist of imag for the 10 hand-written digit from 0 to 9 but sinc we are implement logist regress and are look to solv binari classi?c problem - we will work with exampl of hand written zero and hand written one and we will ignor exampl of rest of the digits. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.machin learn logist regress reusabl binari number python program regress mathemat optim calibr suppli chain numpi data-sci machine-learn

palo alto network cybersecur gateway iiadvancedcybersecur gateway ii gateway ii cours descript gateway ii provid the student with a full understand of the fundament tenant of network and cover the gener concept involv in maintain a secur network comput environment. upon success complet of thi cours student will be abl to fulli examin describ gener network fundament and implement basic network configur techniques. gateway ii learn object upon complet of thi cours student will be abl to �\texamin cybersecur landscap environ attack threat vector exposur vulner and risk factors. �\taccur explain common use of cloud virtual storag backup and recoveri procedures. �\tappli the knowledg and skill necessari to plan design implement troubleshoot and maintain network infrastructur environments.comput applianc encrypt scalabl troubleshoot network applianc network hardwar network secur secur oper manag cloud comput information-technolog secur

distribut comput with spark sqlbeginnerthi cours is for student with sql experi and now want to take the next step in gain familiar with distribut comput use spark. student will gain an understand of when to use spark and how spark as an engin uniqu combin data and ai technolog at scale. the four modul build on one anoth and by the end of the cours the student will understand spark architectur spark datafram optim reading/writ data and how to build a machin learn model. the first modul will introduc spark includ how spark work with distribut comput and what are spark dataframes. modul 2 cover the core concept of spark such as storag vs. comput cach partit and spark ui. the third modul look at engin data pipelin cover connect to databas schema and type file format and write good data. the final modul look at the applic of spark with machin learn through the busi use case a short introduct to what machin learn is build and appli model and a final cours conclusion. by understand when to use spark either scale out when the model or data is too larg to process on a singl machin or have a need to simpli speed up to get faster result student will hone their sql skill and becom a more adept data scientist.machin learn mysql distribut comput big data apach data cluster algorithm apach spark databas sql workspac data-sci machine-learn

version control of a python project use gitintermediatevers control system keep track of file by save chang over time. for exampl a develop can make chang to a file and check the file in to the system. the system will creat a version for that file and ani other file that were changed. if ani subsequ chang are made later that prove to break the softwar a previou work version of the softwar can be recalled. git wa develop to provid an effici mean of version control and wa origin develop to track linux kernel development. in thi cours you will creat a local git repositori use an exist directori structur contain directori and files. you will use git command such as add commit and statu to commit chang to your local git repository. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.softwar python program save directori structur averag project commit version control version control machin learn deep learn computer-sci software-develop

valuat and financi analysi for startup capstoneadvancedthi is a peer review course. in the capston project you are go to appli what you have learn in the previou courses. the final output from thi project is an estim of a firm. you can choos either a public compani or a startup depend on the avail of inform on the firm. if you have your own startup then you can do thi capston project on the startup. if not then you can do thi project of a public company. therefor the first step is select an actual compani that you are interest in. next you have to do the research on and describ the firm� industri and business. base on your research you make an estim of firm� growth cash flow and earnings. in order to do thi you need to appli what you have learn in financi statement analysis. onc you find firm� cash flow and earn you can appli what you have learn in discount cash flow method and multipl method to find the valu of the company. in addit to the valuat you will be given a hypothet project and have to decid whether to take the project if the opportun is given to the compani of your choice. be do thi capston project you will complet your understand of valuat and financi analysi of startups.sav util ventur capit cash flow sustain growth rate dividend extern financ valuat use multipl price sale ratio oil busi financ

everyday excel part 2advanced"everyday excel part 2" is a continu of the popular "everyday excel part 1". build on concept learn in the first cours you will continu to expand your knowledg of applic in excel. thi cours is aim at intermedi user but even advanc user will pick up new skill and tool in excel. by the end of thi cours you will have the skill and tool to take on the project-bas "everyday excel part 3 projects". thi cours is the second part of a three-part seri and special that focus on teach introductori through veri advanc techniqu and tool in excel. in thi cours part 2 you will 1 learn advanc data manag techniques; 2 learn how to implement financi calcul in excel; 3 use advanc tool in excel data tabl goal seek and solver to perform and solv "what-if" analyses; 4 learn how to creat mathemat predict regress model use the regress tool in excel. thi cours is meant to be fun and thought-provoking. i hope for you to at least sever time in the cours say to yourself "wow i hadn't thought of that before!" given the wide rang in experi and abil of learner the goal of the cours is to appeal to a wide audience. the cours is organ into 5 week modules. to pass each modul you'll need to pass a masteri quiz and complet a problem solv assignment. thi cours is uniqu in that the weekli assign are complet in-appl i.e. on your own comput in excel provid you with valuabl hands-on training.interest-onli loan screencast loan intern rate of return amort loan nomin interest rate interest rate amort schedul depreci microsoft excel computer-sci design-and-product

new product develop - develop your own new productadvancednew product develop is essenti for the surviv of mani compani in the hi-tec sector as well as other sectors. the percentag of sale of success busi organ tie to the success introduct of new product and servic is high. howev the failur rate of new product develop project is also high and therefor there is a need for a methodolog base on a well-design process as well as tool and techniqu to manag new product develop npd projects. sinc most compani develop new product it is import to you as a manag to be familiar and understand the basic concept and terminolog of npd projects. thi cours will give you holist view of the new product develop arena and will help you gain specif knowledg in how to select plan monitor and control a new product develop project use the proper tool and techniques. upon complet of thi mooc you will 1. have a clear view and understand of the new product develop npd arena 2. be abl to select the right product configur base on valu voic of the custom cost time to market and risks. 3. be abl to develop a feasibl plan for your own product. 4. be abl to execut your plan in an uncertain dynam environ use the right tool and techniques. as part of the cours the learner are requir to purchas a discount licens for the product team builder simul http//www.sandboxmodel.com/ which is use for train and assign submission. pleas notic the simul can onli be use with internet explor from a window computer.project agil manag project plan project plan product develop effici frontier innov project manag new product develop critic success factor busi entrepreneurship

calculu and optim for machin learningintermediatehi! our cours aim to provid necessari background in calculu suffici for up-follow data scienc courses. cours start with a basic introduct to concept concern function mappings. later student are assum to studi limit in case of sequenc single- and multivari function differenti onc again start from singl variabl up to multipl case integr thu sequenti build up a base for the basic optimisation. to provid an understand of the practic skill set be taught the cours introduc the final program project consid the usag of optimis routin in machin learning. addit materi provid dure the cours includ interact plot in geogebra environ use dure lectur bonu read materi with more gener method and more complic basi for discuss themes.euler' totient function continu function integr calculu graph stationari point arithmet improp integr approxim partial deriv math-and-log math-and-log

custom journey prototyp in xdbeginnerbi the end of thi project you will be abl to prototyp your user journey in xd! we will complet a basic e-commerc journey from the custom select a product to purchas completion. thi includ anim interact content sticki content as well as understand how to share the prototyp for your stakehold to view.us experi english languag feature-driven develop php custom experi project rstudio eyeo openshift prezi computer-sci design-and-product

concept art for video gamesintermediatein thi cours we will talk about concept art. as a final project we will creat a fulli finish environ concept readi for presentation. throughout the 4 week modul will dive deepli into composit and digit paint techniqu to bring your art skill to the next level! so let' get started!film asset model geometri 3d model game design 3d graphic softwar organ manag cinema 4d rubi program languag arts-and-human music-and-art

strengthen your widen networkadvancedin thi cours you will learn strategi not onli on how to commun effect but also how to strengthen your relationship with co-work and other stakehold from divers cultur background both insid and beyond the organisation. in particular "strengthen your widen network" aim to equip you with a workplac discours that facilit familiar with practic in the work environ and to help you appreci the complex inher in the organis structur and hierarchy. you will learn to write effect email demonstr a keen awar of your audienc and the 7 commun principles. in addit you will learn to voic your view and assert your posit at variou commun context such as formal meet and work-rel discussions. by the end of the cours you should demonstr a greater commun and linguist compet with a better grasp of interperson and intercultur commun in a globalis workplace.cred organiz chart interperson relationship cross-cultur commun grasp interperson commun email write commun email intercultur commun personal-develop personal-develop

test for web access with access insightsbeginnerin thi 2-hour long project-bas cours you will learn how to administ autom check understand the test result and conduct manual access test to evalu whether a site is perceiv oper understand and robust. by the end of the project you will have gener an access report by run industry-lead autom test and basic manual tests. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.evalu .properti web design test autom web access run english languag web manual test project computer-sci mobile-and-web-develop

natur languag process in tensorflowbeginnerif you are a softwar develop who want to build scalabl ai-pow algorithm you need to understand how to use the tool to build them. thi special will teach you best practic for use tensorflow a popular open-sourc framework for machin learning. in cours 3 of the deeplearning.ai tensorflow special you will build natur languag process system use tensorflow. you will learn to process text includ token and repres sentenc as vector so that they can be input to a neural network. you�ll also learn to appli rnn gru and lstm in tensorflow. final you�ll get to train an lstm on exist text to creat origin poetry! the machin learn cours and deep learn special from andrew ng teach the most import and foundat principl of machin learn and deep learning. thi new deeplearning.ai tensorflow special teach you how to use tensorflow to implement those principl so that you can start build and appli scalabl model to real-world problems. to develop a deeper understand of how neural network work we recommend that you take the deep learn specialization.natur languag process natur languag gener natur languag kera recurr neural network long short-term memori gener artifici neural network tensorflow languag data-sci machine-learn

strateg innov manag innov initiativesadvancedy may have notic that what is new often behav differ than what ha becom accept over time whether it is in a market or a technolog or involv peopl and firms. much research support these gener idea and thi cours build on them to help you develop a perspect on manag innovation. that is you will build your capabl to lead and design your organ in effect implement innov initi and achiev their strateg intent. to do thi you will learn a set of framework tool and concept that can help you address sever import challeng in manag innovation. the first challeng regard how to success implement innov effort within establish firm and alongsid establish businesses. you then investig the particular of manag innov when disrupt technolog are involved. other topic includ leadership of new product develop team plan and evalu of innov initi and manag of innov across organiz boundari as happen with allianc or virtual firms.technolog life cycl leadership product develop leadership and manag domin design innov entrepreneurship open innov team leader innov manag busi market

strateg managementbeginnerth world of busi strategi is in transition. what use to work doesn't anymor -- not necessarily. thi cours prepar you to think strateg in an age when compani like appl googl and microsoft have becom more valuabl in market cap term than compani like exxon. today busi valu and competit advantag aris more often from consum percept of what is "cool" than from physic asset or economi of scale. in thi cours -- the first of a three-cours special tailor specif for the age of creativ and innov -- you will gear up for the challeng of strategi formul and implement in a 21st centuri business. after take the cours you'll be abl to - explain whi "doing" strategi is consid "the high point of manageri activity" mintzberg; - recogn and avoid the old tire idea about strategi that are still out there so you can adopt fresher better ideas; - point out how do strategi ha chang becaus of advanc technolog and globalization; - prepar for the capston project for the strateg manag and innov specializationleadership and manag leadership busi strategi strateg manag plan strateg plan thought strateg think strategi analysi busi business-strategi

build candlestick chart with googl sheetsbeginnerin thi 1-hour long project-bas cours you will learn how to extract stock price data from public sourc build japanes candlestick chart and custom them interpret stock price chart and draw conclusions. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with googl chrome pre-installed. prerequisit in order to be success in thi project you should be familiar with googl sheets. you are also advis to have some familiar with the capit markets. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.techn analysi trade spreadsheet stock market dividend price action trade softwar project stock data analysi busi financ

intellig tool for the digit agebeginnerdigit technolog are chang busi govern and societi worldwide. clearli they�r open up new risk and opportun for everi sector of the world economy. such �futurology� may offer you the big pictur but what doe a digit world mean for you personally? will you be readi for an autom ai-assist big-data-driven employ future? thi cours provid you an answer to these question and it doe so from a uniqu perspect by introduc you to the world of intellig analysis. first thi cours explain some of the skill that will command a premium in the digit age and why. then it offer you mental model and practic framework develop by the us intellig commun to give you a cognit edg understand the digit world. thi edg is not about spi or secrets. it� about better thinking. thi analyt toolkit ha noth to do with tire static mba-styl strategi frameworks. instead these tool to help you come to grip with the volatil uncertainti ambigu and decept of the digit age. ultim thi cours make the case that as the world becom more digit your futur success depend most of all on ask better question of both yourself and others. therefor it teach you how to adopt an intellig analyst� question-ask mindset. in short take thi cours to acquir a sustain busi advantag through clearer more structur thinking.foreign polici analysi critic think open bank analyt busi intellig sustain busi data analysi busi analysi intellig analysi busi leadership-and-manag

evolut a cours for educatorsbeginnerhow are all of the speci live on earth today related? how doe understand evolutionari scienc contribut to our well-being? in thi cours particip will learn about evolutionari relationship popul genet and natur and artifici selection. particip will explor evolutionari scienc and learn how to integr it into their classrooms.speci phylogenet tree evolutionari biolog biolog evolut paleontolog natur select biolog evolut adapt doubt life-sci basic-sci

custom predict routin on googl ai platformbeginnerpleas note you will need a googl cloud platform account to complet thi course. your gcp account will be charg as per your usage. pleas make sure that you are abl to access googl ai platform within your gcp account. you should be familiar with python program and googl cloud platform befor start thi hand on project. pleas also ensur that you have access to the custom predict routin featur in googl ai platform. in thi 2-hour long project-bas cours you will learn how to deploy and use a model on google� ai platform. normal ani model train with the tensorflow framework is quit easi to deploy and you can simpli upload a save model on googl storag and creat an ai platform model with it. but in practic we may not alway use tensorflow. fortun the ai platform allow for custom predict routin as well and that� what we are go to focu on. instead of convert a kera model to a tensorflow save model we will use the h5 ?le as is. addit sinc we will be work with imag data we will use thi opportun to look at encod and decod of byte data into string for data transmiss and then encod of the receiv data in our custom predict routin on the ai platform befor use it with our model. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.fil shortcut machin learn infer spring data transmiss data rate unit tensorflow download euler' totient function googl cloud platform data-sci machine-learn

write like mozart an introduct to classic music compositionintermediatethi cours introduc student to strategi for style write of common practic european art music. the issu of harmon progress voic lead and textur are address in addit to relev composit concept like repetit variat and elaboration. the cours aim to offer a creativ space even within the restrict of stylist emulation.mus augment assign ascend harmoni piano analysi thought chord write evalu arts-and-human music-and-art

experiment method in system biologyintermediatelearn about the technolog underli experiment use in system biolog with particular focu on rna sequenc mass spec-bas proteom flow/mass cytometri and live-cel imaging. a key driver of the system biolog field is the technolog allow us to delv deeper and wider into how cell respond to experiment perturbations. thi in turn allow us to build more detail quantit model of cellular function which can give import insight into applic rang from biotechnolog to human disease. thi cours give a broad overview of a varieti of current experiment techniqu use in modern system biolog with focu on obtain the quantit data need for comput model purpos in downstream analyses. we dive deepli into four technolog in particular mrna sequenc mass spectrometry-bas proteom flow/mass cytometri and live-cel imaging. these techniqu are often use in system biolog and rang from genome-wid coverag to singl molecul coverag million of cell to singl cell and singl time point to frequent sampl time courses. we present not onli the theoret background upon which these technolog work but also enter real wet lab environ to provid instruct on how these techniqu are perform in practic and how result data are analyz for qualiti and content.biolog cell cultur bioinformat mass spectrometri model proteom system biolog molecular biolog flow cytometri omic life-sci research

introduct to softwar testingadvancedaft complet thi cours you will have an understand of the fundament principl and process of softwar testing. you will have activ creat test case and run them use an autom test tool. you will be write and recogn good test case includ input data and expect outcomes. after complet thi cours you will be abl to� - describ the differ between verif and validation. - explain the goal of testing. - use appropri test terminolog in communication; specif test fixtur logic test case concret test case test script test oracl and fault. - describ the motiv for white and black box testing. - compar and contrast test-first and test-last develop techniques. - measur test adequaci use statement and branch coverage. - reason about the caus and accept of and poor coverag - assess the fault-find effect of a function test suit use mutat testing. - critiqu black-box and white-box test describ the benefit and use of each within the greater develop effort. - distinguish among the expected-valu true heurist consist as use in a/b regress and probabl test oracl and select the one best-suit to the test objective. - craft unit and integr test case to detect defect within code and autom these test use junit. to achiev thi student will employ test doubl to support their test includ stub for state verif and mock for behavior verif https//martinfowler.com/articles/mocksarentstubs.html. thi cours is primarili aim at those learner interest in ani of the follow role softwar engin softwar engin in test test autom engin devop engin softwar develop programm comput enthusiast. we expect that you should have an understand of the java program languag or ani similar object-ori languag and the abil to pick up java syntax quickli and some knowledg of the softwar develop lifecycle.softwar test doubl test plan softwar test test autom mock object function test softwar engin unit test code coverag computer-sci software-develop

rpa lifecycl deploy and maintenanceadvancedrobot process autom or rpa implement is conduct over multipl critic phases. in the discoveri phase you identifi the busi process benefici for automation. in the design phase you creat an rpa plan for autom them. in the develop and test phase you execut the rpa plan and develop bot test them thoroughli dure development. next you need to deploy the bot and set them up for routin monitoring. these activ are perform next in the implement lifecycl in the deploy and mainten phases. you can deploy bot in variou devic and also monitor their perform live via the web control room. thi is a web-bas applic with comprehens workload manag granular secur control and an intuit analyt dashboard. it is the one central interfac from where you can creat and manag user and role monitor connect and disconnect devic and schedul bot execution. as you begin thi cours you will be introduc to the user interfac of the web control room. you will explor variou panel and compon in it featur panel. you will also studi some of the best practic and troubleshoot procedur that you can appli while use the web control room dure rpa deploy and maintenance. the learn will be reinforc through concept descript hands-on task and guid practice.java annot autom anywher user interfac interfac mainten euler' totient function upload run schedul leadership and manag computer-sci software-develop

grant proposaladvancedth cours provid guidanc on develop a strong applic that will allow review to better evalu the scienc and merit of your proposal. you will learn how to put your idea into proper word arrang a clear and concis paper and search grant market for potenti funder. you will also learn how to react to neg feedback from review and resubmit your proposal. the cours focus on use project manag tool and possibl budget pitfalls.team manag project i-dea project plan cost propos write write project plan lectur budget language-learn learning-english

busi russian communication. part 1advancedrussian is consid to be one of the most difficult languag in the world and mani learner struggl to master it grammar and pronunciation. thi cours is aim at those who want to work in russia do busi with russian partner or studi on business-rel major in russian. in three unit of thi intens cours learner are go to find out how to introduc yourself and your compani to busi partner and potenti client how to tell about your work and sphere of busi how to maintain small talk and tell about your hobbi and prefer in an inform setting. the cours introduc such grammar topic as the use of accus instrument and preposit case verb with suffix -???- and -???- format of past tens the use of word ??? and ??? reflex verb and their use. learner can practic their skill and test themselv in grammar quiz section. the cours provid extens vocabulari with more than 300 new word and convers phrase which learner can use in their everyday commun on profession or inform topics. each unit of the cours contain dialogu which are extrem use for those who want to listen to origin russian speech and get use to the pace and inton of russian language. script audio and exercis are provid for all dialogu of the course. in the end of the cours learner will have a chanc to use the materi leant and assess their progress while prepar the final assignment. thi cours is aim at those who alreadi achiev a2-a2+ level in russian.model speech present h.e.a.r. commun listen interest grammar innov russian language-learn other-languag

search engin optim fundamentalsbeginnergain an understand of search engin algorithm and how they affect organ search result and websites. build on thi knowledg you�ll learn the key element for creat an effect seo strategi includ how to select keyword and perform keyword research; consum psycholog and search behavior; and how to conduct on-pag seo analysi to identifi opportun to improv a website� search optimization.persona user experi mathemat optim social media audit experi keyword research search engin optim seo audit analysi market busi market

build a modern comput from first principl from nand to tetri (project-cent course)beginnerwhat you�ll achiev in thi project-cent course* you will build a modern comput system from the ground up. we�ll divid thi fascin journey into six hands-on project that will take you from construct elementari logic gate all the way through creat a fulli function gener purpos computer. in the process you will learn - in the most direct and construct way - how comput work and how they are designed. what you�ll need thi is a self-contain cours all the knowledg necessari to succeed in the cours and build the comput system will be given as part of the learn experience. therefor we assum no previou comput scienc or engin knowledg and all learner are welcom aboard. you will need no physic materi sinc you will build the comput on your own pc use a software-bas hardwar simul just like real comput are design by comput engin in the field. the hardwar simul as well as other softwar tool will be suppli freeli after you enrol in the course. cours format the cours consist of six modul each compris a seri of video lectur and a project. you will need about 2-3 hour to watch each module' lectur and about 5-10 hour to complet each one of the six projects. the cours can be complet in six week but you are welcom to take it at your own pace. you can watch a ted talk about thi cours by googl "nand2tetri ted talk". *about project-cent cours project-cent cours are design to help you complet a person meaning real-world project with your instructor and a commun of learner with similar goal provid guidanc and suggest along the way. by activ appli new concept as you learn you�ll master the cours content more efficiently; you�ll also get a head start on use the skill you gain to make posit chang in your life and career. when you complet the cours you�ll have a finish project that you�ll be proud to use and share.architectur memori languag hardwar descript languag logic gate machin code comput architectur logic assembl languag hardwar design computer-sci algorithm

vlsi cad part ii layoutintermediatey should complet the vlsi cad part i logic cours befor begin thi course. a modern vlsi chip is a remark complex beast billion of transistor million of logic gate deploy for comput and control big block of memori embed block of pre-design function design by third parti call �intellectu property� or ip blocks. how do peopl manag to design these complic chips? answer a sequenc of comput aid design cad tool take an abstract descript of the chip and refin it step-wis to a final design. thi class focus on the major design tool use in the creation of an applic specif integr circuit asic or system on chip soc design. our focu in thi part of the cours is on the key logic and geometr represent that make it possibl to map from logic to layout and in particular to place rout and evalu the time of larg logic networks. our goal is for student to understand how the tool themselv work at the level of their fundament algorithm and data structures. topic cover will includ technolog map time analysi and asic placement and routing. recommend background program experi c c++ java python etc. and basic knowledg of data structur and algorithm especi recurs algorithms. an understand of basic digit design boolean algebra kmap gate and flip flop finit state machin design. linear algebra and calculu at the level of a junior or senior in engineering. elementari knowledg of rc linear circuit at the level of an introductori physic class.rout computer-aid design logic static time analysi recurs map analysi logic gate simul anneal sed computer-sci algorithm

journey of the univers the unfold of lifebeginnerjourney of the univers weav togeth the discoveri of the evolutionari scienc togeth with human such as histori philosophi art and religion. the cours draw on the emmy-award win film journey of the univers and the book from yale univers press. journey explor cosmic evolut as a creativ process base on connect interdepend and emergence. it examin a rang of dynam interact in the unfold of galaxi earth life and human communities. it investig way in which we understand evolutionari process and the implic for human and our ecolog future. the journey cours thu is base on a new integr that is emerg from the dialogu of the scienc and humanities. journey tell the stori of evolut as an epic narr rather than as a seri of fact separ by scientif disciplines. thi chang our percept so that we begin to see ourselv as an integr part of thi narrative. by situat ourselv within thi stori we can better appreci the complex and beauti of process such as self-organ dynam natur select emerg symbiosi and co-evolution. as we discov these intric process of evolut we awaken to the beauti and complex of our natur environ at thi critic junctur in our planetari history.astronomi film materi geolog vers protocol scale thought solar system speci histori arts-and-human histori

excel/vba for creativ problem solv part 1beginner"excel/vba for creativ problem solv part 1" is aim at learner who are seek to augment expand optim and increas the effici of their excel spreadsheet skill by tap into the power program autom and custom capabl avail with visual basic for applic vba. thi cours is the first part of a three-part seri and special that focus on the applic of comput techniqu in excel/vba to solv problems. in thi cours part 1 you will 1 creat macro to autom procedur in excel; 2 defin your own user-defin functions; 3 creat basic subroutin to interfac with the user; 4 learn the basic program structur in vba; and 5 autom excel� goal seek and solver tool and use numer techniqu to creat �live solutions� to solv target and optim problems. new to comput programming? the extrem intuit and visual natur of vba lend itself nice to teach and learn - what a fun way to learn to code! no prior knowledg in program nor advanc math skill are necessari yet season programm will pick up new and creativ spreadsheet problem solv strategies. after you have learn the basic of vba each modul will introduc foundat and broad problem inspir by situat that you might encount in the real world. to pass each modul you'll need to pass a masteri quiz and complet a problem solv assignment. thi cours is uniqu in that the weekli assign are complet in-appl i.e. on your own comput in excel provid you with valuabl hands-on training.microsoft excel macro microsoft excel visual basic euler' totient function comput program problem solv comput program microsoft excel vba macro comput scienc visual basic for applic vba computer-sci algorithm

creat a busi market brand kit use canvaconversantbi the end of thi cours you will creat a market readi brand kit for a business. you will take a closer look at the free tool provid in canva in order to creat your brand kit. you will be abl to incorpor a complet busi style guid in order to creat brand recognit as part of your multi-media market strategy. thi cours will includ step by step guid to build an easili access style guid creat folder for project organ and build brand templat to add to your brand kit. you�ll have media that is readi for print or post in your brand kit. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.ord pair comput graphic digit market brand design brand project manag market graphic design busi market social media market busi market

guidanc to keep newborn babi safe and healthyintermediatein your previou 2 cours you learn some medic intervent and skill to keep newborn healthi in the day and week after they have been born.? in thi cours you will learn some key thing that parent will need to do to keep their babi safe and healthy. the guidanc to keep newborn babi safe and healthi cours will teach you best practic for how your babi will spend most of their day eat sleep and sometim crying. parent need to understand how to optim nutrit how to creat a safe and happi sleep environ how to safe transport their babi in their car and how to respond to their baby� crying. a newborn babi is an amaz beauti life fill with hope.? there is so much that goe into make sure that babi are born healthi and so much more to think about after they are born.? whether you are in the health care field or even a parent thi cours is the perfect educ opportun for you to keep newborn babi healthi in the day and week after they are born!postpartum period parent child parent nippl mother co-regul sleep system call sleep scale agil framework life-sci public-health

chimpanze behavior and conservationintermediatechimpanze are one of our closest live rel yet almost noth wa known about their behavior in the wild until jane goodal start her groundbreak studi of the chimpanze of gomb tanzania in 1960. thi studi continu today follow the same chimpanze famili that jane goodal first encount over 55 year ago. guid by three cours instructor who have live and work with the gomb chimpanze you will learn how goodall� earli discoveri chang our view of human uniqueness. by complet the cours you will gain a new appreci of the deep similar between chimpanze and human in intellig tool use hunt person and social relationship as well as some key differences. you will learn how chimpanze interact with their environ and how their behavior is influenc by ecolog as well as the sever conserv challeng they face today. and you will employ your new knowledg of chimpanze to construct a persuas argument for their protection. thi cours is open to everyon interest in learn more about these fascin and complex beings. knowledg of high-school level biolog is benefici but not required. pleas keep in mind howev that the content of thi cours will cover all aspect of chimpanze life includ scientif discuss of sexual and aggress behaviors.femal behavior domin hierarchi hunt infant anim strategi male cognit skill anim behavior life-sci basic-sci

simpl retriev queri in mysql workbenchbeginnerin thi beginning-level cours you will use mysql workbench to write basic sql queri that retriev data from tabl in a relat database. as a dbm databas manag system mysql is use by mani organ for manag a varieti of type and size of databases. mysql workbench act as an integr develop environ allow user to work with relat databas use a visual user interfac rather than the command line. in hands-on activ in mysql workbench you will write and execut the sql code that retriev data to satisfi a request. in addit you will includ the filter sort and calcul column to produc requir output. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.mysql workbench databas databas manag system command-lin interfac user interfac java databas connect relat databas integr develop environ order by mysql information-technolog data-manag

migrat to googl cloudbeginnerthi cours introduc particip to the strategi to migrat from a sourc environ to googl cloud. particip are introduc to googl cloud' fundament concept and more in depth topic like creat virtual machin configur network and manag access and identities. the cours then cover the instal and migrat process of migrat for comput engin includ special featur like test clone and wave migrations. >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<load balanc workload cost googl cloud platform project manag load balanc comput virtual machin cloud comput resourc sourc information-technolog cloud-comput

impact from digit transform full coursebeginnerthi cours is about what you can do when everyth around you seem to be move due to digit change. it is about how to handl the disrupt process that tend to unfold in industri nowaday due to digitalisation. the way to handl thi is what is here refer to as "digit transformation" and at the core of it it is about understand how the new busi landscap is evolv and head for a new posit in that landscape. it is about corpor strategy.strateg manag digit map label strategi util combin model music process busi leadership-and-manag

basic recommend systemsbeginnerthi cours introduc you to the lead approach in recommend systems. the techniqu describ touch both collabor and content-bas approach and includ the most import algorithm use to provid recommendations. you'll learn how they work how to use and how to evalu them point out benefit and limit of differ recommend system alternatives. after complet thi cours you'll be abl to describ the requir and object of recommend system base on differ applic domains. you'll know how to distinguish recommend system accord to their input data their intern work mechan and their goals. you�ll have the tool to measur the qualiti of a recommend system and to increment improv it with the design of new algorithms. you'll learn as well how to design recommend system tailor for new applic domain also consid surround social and ethic issu such as ident privaci and manipulation. provid afford personalis and high-qual recommend is alway a challenge! thi cours also leverag two import eit overarch learn outcom olo relat to creativ and innov skills. in tri to design a new recommend system you need to think beyond boundari and tri to figur out how you can improv the qualiti of the predictions. you should also be abl to use knowledg idea and technolog to creat new or significantli improv recommend tool to support choice-mak process and strategi in differ and innov scenario for a better qualiti of life.recommend system rule-bas system matric collabor similar measur rel chang and differ famili model algorithm prefer data-sci data-analysi

build a full websit use wordpressbeginnerbi the end of thi project you will creat a full web-sit that is attract and user friendli use a free content manag system wordpress. you will learn how to creat a websit util theme and plug-in use the web creation tool. you�ll have a virtual space to showcas your busi with custom who want to stay connected. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.cont manag system wordpress web mobil develop leadership and manag softwar engin web develop web design c++ web page computer-sci mobile-and-web-develop

posit psychologybeginnerthi cours discuss research find in the field of posit psycholog conduct by barbara fredrickson and her colleagues. it also featur practic applic of thi scienc that you can put to use immedi to help you live a full and meaning life.medit emot happi gratitud posit psycholog kind mind psycholog emot psycholog life-sci psycholog

mandarin chines 1 chines for beginnersintermediatemandarin chines 1 chines for beginn is a beginner' cours of mandarin chinese. it use lectur short play interact exercis and cultur tip to help learner build a fundament capabl of oral chines in real-lif situations. at the end of the 5-week cours the learner will reach the follow profici ? 150 word ? 20 languag point ? handl 5 real-lif situat thi is a beginners' cours therefor no prerequisit is required. xml interfac for network servic languag learn languag cidn speech chines languag shop hanyu shuip kaoshi big data language-learn other-languag

organ solar cell - theori and practicebeginnerth goal of the cours is to give student awar of the largest altern form of energi and how organ / polym solar cell can harvest thi energy. the cours provid an insight into the theori behind organ solar cell and describ the three main research area within the field i.e. materi stabil and processing. note thi cours is a special cours on organ solar cells. if you are look for a more gener solar cell cours we strongli recommend introduct to solar cell https//www.coursera.org/learn/solar-cells.manufactur process manag burn-in chemistri renew energi embodi energi energi materi solar technolog solar energi mechan engin physical-science-and-engin chemistri

religi transform in earli china the period of divisionintermediatethi sequenc of four cours will propos a multi-disciplinari approach to the studi of chines cultur histori conceiv of as a success of mode of ration philosoph bureaucrat and economic. the focu will be on the moment of paradigm shift from one mode of ration to another. for each of these moment cultur fact and artifacts�thought literatur ritual�wil be examin in relationship to chang social polit and econom systems. the first two cours will cover the period of the war state 481-256 bce and the period of divis 220-589 ce with a brief excurs into the han 206 bce-220 ce. the war state laid the social and cultur foundat for the emerg of the imperi mode of rationality; the period of divis saw the buddhist �conquest� of china and the emerg of a ration defin by the opposit of the three teach to shaman that is of a clear contrast between elit and popular culture. the third and fourth cours will focu on the emerg of modern china in the song-yuan 960-1368 and of today� china 1850 to the present. we will see how the modern attack on religion redefin as "superstition" led not onli to religi reform movement but also to a societi in which scienc and the nation becam the primari valu system promot by the state. the cours are list below a critic cultur histori of china - earli china i intellectu chang in the war state and han 481 bce-220 ce a critic cultur histori of china - earli china ii religi transform in the period of divis 220-589 ce a critic cultur histori of china - modern china i religion and thought in the song jin and yuan 960-1368 to be launch in late 2018 a critic cultur histori of china - modern china ii structur valu 1850-2015 to be launch in late 2018bureaucraci central religion logic shaman attract poetri write fear chines languag oral arts-and-human histori

set the stage for success an eye on safeti cultur and teamwork (patient safeti ii)intermediatesafeti cultur is a facet of organiz cultur that captur attitud belief percept and valu about safety. a cultur of safeti is essenti in high reliabl organ and is a critic mechan for the deliveri of safe and high-qual care. it requir a strong commit from leadership and staff. in thi cours a safe cultur is promot through the use of identifi and report patient safeti hazard account and transpar involv with patient and famili and effect teamwork.pati safeti safeti safeti cultur patient debrief patient experi leadership behavior medic error human error life-sci healthcare-manag

agil project develop product wirefram prototyp in mirobeginnerbi the end of thi guid project you will be fluent in creat wirefram porotyp for agil project base on previou project phases. thi will enabl you to map the product featur and add valu to how the customer/us will experi the product or service. you will learn how to encapsul the need and want of the custom persona in the product. thi is essenti for gener posit result for your busi venture. furthermor thi guid project is design to engag and har your visionari and exploratori abilities. you will use proven model in agil project manag with miro to shape the develop roadmap of product and services. we will practic critic how epic user stori persona and custom journey phase becom valuabl input for creat function for product and services. pleas see the guid for creat a free account with miro in the resourc section.agil manag model softwar product manag cost benefit analysi project softwar engin project manag persona user experi leadership and manag busi business-strategi

research for impactintermediatein thi cours you will learn more about the research for impact approach - a set of principl and practic that will help you to make your research more impactful. tradit the goal and outcom of research project were to contribut knowledg and commun thi knowledg through academ public and journal articles. but if we truli want our research to have an impact we need to do research differently. research that influenc chang in polici practic behaviour and attitudes. on thi six-week journey jess demaria-kinney and mark new share their experi of the adapt at scale for semi-arid region assar project where they develop and refin the research for impact approach. they are join by research and practition who follow thi approach in their research. togeth you will explor the five element of the research for impact approach i.e. theori of change; stakehold engag and strateg partnership strateg commun capac development; and influencing. you will also get opportun to hear from research and practition on the ground who follow thi approach and hope becom inspir and equip to incorpor these principl into your own research projects. the cours is free to enrol and take. you will be offer the option of purchas a certif of complet which you becom elig for if you success complet the cours requirements. thi can be an excel way of stay motivated! financi aid is also available.experi knowledge-bas system strateg partnership research method evalu climat chang sustain strateg commun wick problem commun social-sci governance-and-societi

commun dure global emergenciesbeginnerin collabor with the rollin school of public health and the cdc' divis of global health protect emerg respons and recoveri branch thi cours introduc basic concept and principl of commun dure a global crisi or emergency. it explor whi commun dure an emerg is differ and the import of adapt emerg messag to the need of affect populations. through sampl scenario you will get the opportun to identifi inform need and develop use messag use six guid principl to help you commun effect and promot behavior that reduc health risk dure an emergency.health commun plan crisi manag crisi commun emerg process emerg manag leadership and manag commun crisi life-sci public-health

build ai applic with watson apisbeginnera learner will be abl to write an applic that leverag multipl watson ai servic discoveri speech to text assist and text to speech. by the end of the cours they�ll learn best practic of combin watson servic and how they can build interact inform retriev system with discoveri + assistant.weak ai e-nabl python program applic program interfac cloud comput extract comput program averag machin learn enabl data-sci machine-learn

use javascript jqueri and json in djangobeginnerin thi final cours we'll look at the javascript languag and how it support the object-ori pattern with a focu on the uniqu aspect of javascript' approach to oo. we'll provid an introduct to the jqueri librari which is wide use for in-brows manipul of the document object model dom and event handling. you'll also learn about javascript object notat json which is commonli use as a syntax to exchang data between code run on the server i.e. in django and code run in the browser javascript/jquery. you will continu to develop your classifi ad applic ad featur that make use of javascript jqueri and json. thi cours assum you have complet the first three cours in the specialization.javascript jqueri web develop php django web framework flask html web python program json computer-sci mobile-and-web-develop

ux and interfac design for embed systemsadvancedux and interfac design for embed system is the first of three class in the embed interfac design eid special an onlin version of the on-campu eid class taught in graduat embed system design. thi first cours is focus on user experi ux and the relat method practic and principl that will help ensur your embed interfac design for devic and system are what your user both need and want. the class includ an introduct to ux and then a four phase breakdown of a typic ux design process includ plan user research design method and test for verif and validation. much of the content provid gener applic ux techniqu but particular focu is includ for consider in develop embed devices. the class includ practic project that let you tri some of the key method in a thorough interfac design process.java annot persona user experi interfac verif and valid user experi human comput interact usabl user persona user interfac design user research computer-sci design-and-product

statist forecast techniqu in googl sheetsbeginnerw consum forecast data regularli in our person and busi live cover everyth from the weather to project invest returns. at work we use forecast data for a multitud of purpos includ develop strategi budget and to provid the right amount of resourc to meet demand. in thi cours you will get your feet wet with statist forecast by design creat and interpret a growth forecast. you will do thi as we work side-by-sid in the free-to-us softwar googl sheets. by the end of thi cours you will understand use case for conduct forecast in your workplac and be abl to confid conduct a growth forecast in ani spreadsheet software. you will also understand when it is necessari to refin a model to improv the accuraci of forecast projections. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.microsoft excel forecast regress linear model line chart busi analyt gener statist linear project model data-sci data-analysi

gi map and spatial analysi capstonebeginnerin thi capston cours you will appli everyth you have learn by design and then complet your own gi project. you will plan out your project by write a brief propos that explain what you plan to do and why. you will then find data for a topic and locat of your choic and perform analysi and creat map that allow you to tri out differ tool and data sets. the result of your work will be assembl into an esri stori map which is a web site with map imag text and video. the goal is for you to have a finish product that you can share and that demonstr what you have learned. note softwar is not provid for thi course.arcgi geolog gi softwar qgi geograph inform system map remot sens gener statist analysi googl earth engin physical-science-and-engin environmental-science-and-sustain

use machin learn in trade and financeintermediatethi cours provid the foundat for develop advanc trade strategi use machin learn techniques. in thi cours you�ll review the key compon that are common to everi trade strategi no matter how complex. you�ll be introduc to multipl trade strategi includ quantit trade pair trade and momentum trading. by the end of the cours you will be abl to design basic quantit trade strategi build machin learn model use kera and tensorflow build a pair trade strategi predict model and back test it and build a momentum-bas trade model and back test it. to be success in thi cours you should have advanc compet in python program and familiar with pertin librari for machin learn such as scikit-learn statsmodel and pandas. experi with sql is recommended. you should have a background in statist expect valu and standard deviat gaussian distribut higher moment probabl linear regress and foundat knowledg of financi market equiti bond deriv market structur hedging.strategi single-stock futur trade mathemat financ stock trade strategi move averag kalman filter technic analysi machin learn data-sci machine-learn

popul health respons data analysisadvancedin most area of health data is be use to make import decisions. as a health popul manag you will have the opportun to use data to answer interest questions. in thi cours we will discuss data analysi from a respons perspect which will help you to extract use inform from data and enlarg your knowledg about specif aspect of interest of the population. first you will learn how to obtain safe gather clean and explor data. then we will discuss that becaus data are usual obtain from a sampl of a limit number of individu statist method are need to make claim about the whole popul of interest. you will discov how statist infer hypothesi test and regress techniqu will help you to make the connect between sampl and populations. a final import aspect is interpret and reporting. how can we transform inform into knowledge? how can we separ trustworthi inform from noise? in the last part of the cours we will cover the critic assess of the result and we will discuss challeng and danger of data analysi in the era of big data and massiv amount of information.� in thi cours we will emphas the concept and we will also teach you how to effect perform your analysi use r. you do not need to instal r on your comput to follow the cours you will be abl to access r and all the exampl data set within the coursera environment. thi cours will becom part of the to-be-develop leiden univers master program popul health management. if you wish to find out more about thi program see the last read of thi course!regress linear regress hypothesi test proport hazard model surviv analysi altern hypothesi null hypothesi person identifi inform statist test simpl linear regress data-sci data-analysi

mathemat for economistsintermediatethi cours is an import part of the undergradu stage in educ for futur economists. it' also use for graduat student who would like to gain knowledg and skill in an import part of math. it give student skill for implement of the mathemat knowledg and expertis to the problem of economics. it prerequisit are both the knowledg of the singl variabl calculu and the foundat of linear algebra includ oper on matric and the gener theori of system of simultan equations. some knowledg of vector space would be benefici for a student. the cours cover sever variabl calculu both constrain and unconstrain optimization. the cours is aim at teach student to master compar static problem optim problem use the acquir mathemat tools. home assign will be provid on a weekli basis. the object of the cours is to acquir the students� knowledg in the field of mathemat and to make them readi to analyz simul as well as real econom situations. student learn how to use and appli mathemat by work with concret exampl and exercises. moreov thi cours is aim at show what constitut a solid proof. the abil to present proof can be train and improv and in that respect the cours is helpful. it will be shown that math is not reduc just to �cookbook recipes�. on the contrari the deep knowledg of math concept help to understand real life situations. do you have technic problems? write to us coursera@hse.ruchain rule euler' totient function implicit function econom mathemat partial deriv deriv level set convex function calculu math-and-log math-and-log

climat chang mitig in develop countriesadvancedthi cours challeng you to consid how one might lift societi out of poverti while also mitig greenhous ga emissions. we explor the inher complex of develop countri govern want to grow their economi in a climat friendli way. you will be introduc to an approach with which to address thi challenge. the approach consist of a facilit process wherebi academ research and high-level influenti actor within societi co-produc knowledge. you will track thi process in four latin american countri - brazil chile colombia peru and south africa. you will hear from variou profession about their context and the differ challeng and opportun the process includes. thi cours will cover topic such as facilit process techniqu energi model scenario build innov and polici making. you will have the opportun to respond to these topic with idea and reflect from your own context. whether you are a climat chang practition work in develop or are simpli curiou about how climat mitig is understood thi cours will give you insight into the complex of how countri from the south pursu develop goal while address climat mitigation. the cours is free to enrol and take. you will be offer the option of purchas a certif of complet which you becom elig for if you success complet the cours requirements. thi can be an excel way of stay motivated! financi aid is also available.act research climat chang model urban plan process design low-carbon economi climat chang financ thought environment econom wick problem physical-science-and-engin environmental-science-and-sustain

data analyt scrape data use hadley wickam' rvest packag in rbeginnerin thi 1-hour long project-bas cours you will learn how to complet a train and test set use an r function practic look at data distribut use r and ggplot2 appli a random forest model to the data use the fftree packag in r and examin the result use a confus matrix. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.css microsoft excel project web scrape euler' totient function deep learn r program machin learn data analysi analyt data-sci data-analysi

conduct a cost-benefit analysi in googl sheetsbeginneraction busi intellig give us a glimps at our strength and weak while highlight option to maxim return on invest and the opportun to course-correct when we can mitig risk and preserv savings. cost-benefit analysi or cba is a tool that can quickli provid thi type of busi intelligence. in thi cours you will gain experi build the cost-benefit model learn how those compon come togeth to produc action intellig and conduct a cost-benefit analysis. you will accomplish thi in your hands-on project as we work side-by-sid in the free-to-us softwar googl sheets. by the end of thi cours you will understand use case for conduct cost-benefit analysi how the intellig can be use for decision-mak and you will be abl to confid conduct a cost-benefit analysi in ani spreadsheet software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.spreadsheet project benefit present valu worksheet cost cost benefit analysi lookup tabl spreadsheet softwar break-even econom busi business-strategi

foundat of teach for learn curriculumintermediateth foundat of teach for learn programm is for anyon who is teach or who would like to teach in ani subject and ani context - be it at school at home or in the workplace. with dynam lesson taught by establish and respect profession from across the commonwealth thi eight cours programm will see you develop and strengthen your skill in teach profession assess and more. as you carri on through the programm you will find yourself strengthen not onli your skill but your connect with colleagu across the globe. a profession develop opportun not to be missed. curriculum is a framework for guid teach and learning. thi cours provid an opportun for you to consid the relationship between the teacher the learner and the curriculum. enhanc your cours by join the commonwealth teach commun on our websit facebook and twitter.curriculum design pedagogi earli childhood plan child develop teach curriculum develop parent educ strategi social-sci educ

busi english market and salesadvancedif you work in market sale or advertis you alreadi know that effect commun is a requirement. thi can be even more difficult when express your idea in a persuas manner in english. in thi cours you will learn to use english more effici while join success global profession around the world. develop your skill along with authent charact that work in market and also work hard to improv their commun skills. learn from your success and failur reflect on your own style strength and improv areas. after take thi cours you will be abl to � express your idea through effici email report and persuas present � learn word and phrase relat to market research brand direct market advertis cost etc. � get instant feedback about the effici of your busi commun skill in english from sale and market profession from around the world � becom part of a global commun of busi profession who are develop their english commun skillssal strategi market collater commun market english languag strategi sale present languag sale present language-learn learning-english

creativ problem solvingconversantthi cours deal directli with your abil for creativ which is a critic skill in ani field. it focus on diverg think the abil to develop multipl idea and concept to solv problems. through a seri of creativ build exercis short lectur and read learner develop both an understand of creativ and increas their own ability. thi cours will help you understand the role of creativ and innov in your own work and in other disciplines. it will challeng you to move outsid of your exist comfort zone and to recogn the valu of that exploration. thi cours will help you understand the import of divers idea and to convey that understand to others. the princip learn activ in the cours is a seri of "differents" where you are challeng to identifi and chang your own cultur habitu and normal pattern of behavior. begin with a prompt e.g. "eat someth different" you will begin to recogn your own = limit and to overcom them. in addit you are encourag to understand that creativ is base on societ norm and that by it' natur it will differ from and be discourag by society. in thi cours the persist of the creativ person is develop through practice. at the same time these exercis are constrain by concern of safeti legal and econom which are address in their creativ process.plan problem solv critic think i-dea creativ problem solv method commun thought innov motiv personal-develop personal-develop

water suppli and sanit polici in develop countri part 1 understand complex problemsintermediateour cours explor what can be done to solv the complex problem that half a billion peopl worldwid do not have improv water suppli and two billion do not have improv sanitation. we look forward to you join us. we want to help you develop the skill you need to address thi major global challeng of the 21st century. our cours ha inform video lectur and guest interview with lead water polici scholar and practitioners. we will provid you with discuss forum topic prompt which will invit you to engag with other learner from around the globe. our mooc will also ask you to attempt weekli quizz and a challeng assign that tackl a real water and sanit problem in a difficult setting. pleas watch thi trailer https//youtu.be/q-hmacznd0ksanit anonym pipe suppli chain environment law climat chang public health water qualiti path depend privat invest in public equiti water suppli social-sci governance-and-societi

end-to-end machin learn with tensorflow on gcpbeginnerin the first cours of thi special we will recap what wa cover in the machin learn with tensorflow on googl cloud platform special https//www.coursera.org/specializations/machine-learning-tensorflow-gcp. one of the best way to review someth is to work with the concept and technolog that you have learned. so thi cours is set up as a workshop and in thi workshop you will do end-to-end machin learn with tensorflow on googl cloud platform prerequisit basic sql familiar with python and tensorflow >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<tensorflow bigqueri machin learn cloud platform googl cloud platform dataflow cloud comput human learn apach deploy environ data-sci data-analysi

account analysi ii measur and disclosur of liabilitiesadvancedthi cours is the third cours in the five-cours financi report specialization. thi cours begin with a discuss of current liabil and conting and continu with long-term debt and bonds. the cours next explor account model for leas both lesse and lessor and a discuss on defer tax asset and liabilities. particip will learn the latest account standard includ the new account model for leas effect for public compani in 2019 and privat compani in 2020.accrual account payabl fair valu tax account asset comprehens incom intern financi report standard defer tax financi statement busi business-essenti

ar (augment reality) & video stream servic emerg technologiesadvancedwelcom to the cours �augment realiti & video servic emerg technologies.� the level of ar augment realiti and advanc video & multimedia technolog includ in a product is what determin the level of valu and luxury. the object of thi cours is to teach all import technolog that are use in state-of-the-art ar skype and youtub video and multimedia product and services. thi includ the advanc video and real-tim multimedia deliveri mechan base on h.264/mpeg-4 avc mpeg-dash cdn and mobil cdn. if you have knowledg of these core technolog you can understand the oper that are use in everi advanc video and multimedia system in the world. as the futur world of busi and product are driven to be more and more video and multimedia orient have knowledg of these core technolog will enabl you to lead your compani to becom the true world leader in ar and video multimedia technolog product servic and business. thu i cordial welcom you into the beauti and power world of advanc ar and video multimedia!video conferenc applic layer video codec featur extract augment realiti audio codec cdnetwork digit distribut voic over ip virtual realiti information-technolog cloud-comput

social scienc approach to the studi of chines societi part 1beginnerthi cours seek to turn learner into inform consum of social scienc research. it introduc concept standard and principl of social scienc research to the interest non-expert. learner who complet the cours will be abl to assess evid and critic evalu claim about import social phenomena. it review the origin and develop of social scienc describ the process of discoveri in contemporari social scienc research and explain how contemporari social scienc differ from appar relat fields. it describ the goal basic paradigm and methodolog of the major social scienc disciplines. it offer an overview of the major question that are the focu of much contemporari social scienc research overal and for china. special emphasi is given to explain the challeng that social scientist face in draw conclus about caus and effect from their studi and offer an overview of the approach that are use to overcom these challenges. explan is non-techn and doe not involv mathematics. statist and quantit method are not covered. explor the big question in social scienc and learn how you can be a critic inform consum of social scienc research. cours overview video https//youtu.be/qumoalwhpvu after you complet part 1 enrol in part 2 to learn how to be a produc of social scienc research. part 2 https//www.coursera.org/learn/social-science-research-chinese-societyrel chang and differ infer experi clinic studi design causal continu function big data sociolog interpret observ studi social-sci educ

social scienc approach to the studi of chines societi part 2advancedthi cours is intend as a first step for learner who seek to becom produc of social scienc research. it is organ as an introduct to the design and execut of a research study. it introduc the key element of a propos for a research studi and explain the role of each. it review the major type of qualit and quantit data use in social scienc research and then introduc some of the most import sourc of exist data avail freeli or by applic worldwid and for china. the cours offer an overview of basic principl in the design of survey includ a brief introduct to sampling. basic techniqu for quantit analysi are also introduc along with a review of common challeng that aris in the interpret of results. profession and ethic issu that often aris in the conduct of research are also discussed. the cours conclud with an introduct to the option for further studi avail to the interest student and an overview of the key step involv in select postgradu program and appli for admission. learner who complet the cours will be abl to make an inform decis about whether to pursu advanc studi and should be adequ prepar to write an applic for postgradu studi that exhibit basic understand of key aspect of social scienc research paradigm and methodologies. explor the big question in social scienc and learn how you can be a produc of social scienc research. cours overview video https//youtu.be/qumoalwhpvu part 1 should be complet befor take thi cours https//www.coursera.org/learn/social-science-study-chinese-societyeuler' totient function cross-sect data averag continu function qualit research home secur big data fundrais simpl random sampl popul social-sci educ

comput vision - imag basic with opencv and pythonbeginnerin thi 1-hour long project-bas cours you will learn how to do comput vision on imag with opencv and python use jupyt notebook. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and opencv pre-installed. prerequisit in order to be success in thi project you should have a basic knowledg of python. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.entri point comput vision imag process comput program digit imag process machin learn opencv numpi matplotlib python program data-sci machine-learn

measur and maxim impact of covid-19 contact tracingadvancedthi cours aim to provid manag and develop of contact trace program guidanc on the most import indic of perform of a contact trace program and a tool that can be use to project the like impact of improv in specif indicators. student who complet the cours will be profici in use the contact trace evalu and strateg support applic contessa to estim the impact of their contact trace program on transmiss and strateg about how to increas their program� impact. a secondari audienc for the cours will be decis maker interest in know more about the characterist of effect contact trace program and strategi to improve. the cours is design for individu who are alreadi lead contact trace program who have signific experi with epidemiolog and public health. we strongli recommend complet thi cours on a laptop or a desktop rather than a phone as you�ll need to complet worksheet and open the cours and the applic simultaneously.quarantin estim maxim psycholog public health measur analysi interact contact trace gener number spreadsheet life-sci public-health

suppli chain analyt essentialsbeginnerwelcom to suppli chain analyt - an excit area that is in high demand! in thi introductori cours to suppli chain analyt i will take you on a journey to thi fascin area where suppli chain manag meet data analytics. you will learn real life exampl on how analyt can be appli to variou domain of a suppli chain from sell to logist product and sourc to gener a signific social / econom impact. you will also learn job market trend job requir and preparation. lastli you will master a job intellig tool to find prefer job by region industri and company. upon complet thi cours you will 1. understand whi analyt is critic to suppli chain manag and it financi / econom impact. 2. see the pain point of a suppli chain and how analyt may reliev them. 3. learn suppli chain analyt job opportun and use a job intellig tool to make data-driven career decisions. i hope you enjoy the course!forecast suppli chain manag analyt inventori suppli chain cash convers cycl inventori manag demand chain suppli chain analyt busi business-essenti

countri level econom macroeconom variabl and marketsadvancedthi cours discuss how macroeconom variabl affect individuals� person profession and public activ and lay the foundat for the analysi of the mechan that drive macroeconom variables. it start in it first modul by introduc the key macroeconom variabl and explain how they are defin and measur in order to enabl the student to interpret macroeconom data properly. in the second modul the cours offer a perspect for separ out variou part of the economi driven by differ process and for combin those compon to develop a richer view of the whole. in particular it appli thi approach to the analysi of the relationship of the trade deficit with the budget deficit and privat save offer insight about some key determin of the balanc of payments. the third and fourth modul focu on the analys of the foreign currenc and money market to provid fundament model of the interest rate and exchang rate determination. they also discuss how these variabl interact with each other and with the macroeconom condit particularli monetari polici and the expect about the futur trend in the economy. these analys lay the foundat for more comprehens model of the macroeconomi in the next cours of the manageri econom and busi analysi specialization. at the end of thi cours you will be abl to �\tsystemat assess the nation and intern econom environ in which you live and work. �\tanalyz macroeconom issu use key tools. �\tbe a more effect profession in your line of activity. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.govern budget balanc demand econom suppli chain incom price level foreign exchang interest rate market econom interest busi financ

ai for everyoneconversantai is not onli for engineers. if you want your organ to becom better at use ai thi is the cours to tell everyone--especi your non-techn colleagues--to take. in thi cours you will learn - the mean behind common ai terminolog includ neural network machin learn deep learn and data scienc - what ai realist can--and cannot--do - how to spot opportun to appli ai to problem in your own organ - what it feel like to build machin learn and data scienc project - how to work with an ai team and build an ai strategi in your compani - how to navig ethic and societ discuss surround ai though thi cours is larg non-techn engin can also take thi cours to learn the busi aspect of ai.deep learn strategi project plan human learn project plan artifici neural network ethic machin learn ethic of artifici intellig busi business-strategi

save load and export model with kerasbeginnerin thi 1 hour long project base cours you will learn to save load and restor model with keras. in kera we can save just the model weight or we can save weight along with the entir model architecture. we can also export the model to tensorflow' save mode format which is veri use when serv a model in product and we can load model from the save model format back in kera as well. in order to be success in thi project you should be familiar with python program and basic of neural networks. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.tensorflow lock key artifici neural network time seri applic checkpoint load screen python program machin learn autocad architectur kera data-sci machine-learn

advanc content and social tactic to optim seobeginnerdiscov the content market and social media ecosystem and how these interconnect channel drive search result to a website. leverag content market and social media as part of your seo strategi and how to use influenc market to establish a website� authority.soci media mathemat optim media market influenc market build relationship social media market market search engin optim digit market content market busi market

data structur and performancebeginnerhow do java program deal with vast quantiti of data? mani of the data structur and algorithm that work with introductori toy exampl break when applic process real larg data sets. effici is critic but how do we achiev it and how do we even measur it? thi is an intermedi java course. we recommend thi cours to learner who have previou experi in softwar develop or a background in comput scienc and in particular we recommend that you have taken the first cours in thi special which also requir some previou experi with java. in thi cours you will use and analyz data structur that are use in industry-level applic such as link list tree and hashtables. you will explain how these data structur make program more effici and flexible. you will appli asymptot big-o analysi to describ the perform of algorithm and evalu which strategi to use for effici data retriev addit of new data delet of element and/or memori usage. the program you will build throughout thi cours allow it user to manag manipul and reason about larg set of textual data. thi is an intermedi java cours and we will build on your prior knowledge. thi cours is design around the same video seri as in our first cours in thi special includ explan of core content learner video student and engin testimoni and support video -- to better allow you to choos your own path through the course!java softwar platform algorithm data structur hash trie comput program binari tree hash tabl java program link list computer-sci algorithm

leadership through marketingintermediateth success of everi organ depend on attract and retain customers. although the market concept for do so are well establish digit technolog ha empow custom while produc massiv amount of data revolution the process through which organ attract and retain customers. in thi cours student will learn how to identifi new opportun to creat valu for empow consum develop strategi that yield an advantag over rival and develop the data scienc skill to lead more effect alloc resourc and to confront thi veri challeng environ with confidence.leadership and manag storytel analyt project manag certif leadership collabor market organiz cultur strategi organiz develop busi leadership-and-manag

lesson | express yourself pronunciationnot calibratedthi lesson is part of a full cours speak english profession in person onlin & on the phone. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to produc proper word stress and inton in your speaking.stress english languag languag learn bibl onlin learn commun appli linguist neuro-linguist program teach piano c++ language-learn learning-english

excel skill for busi intermedi ibeginnerspreadsheet softwar remain one of the most ubiquit piec of softwar use in workplac across the world. learn to confid oper thi softwar mean ad a highli valuabl asset to your employ portfolio. in the unit state alon million of job advertis requir excel skill are post everi day. research by burn glass technolog and capit one show that digit skill lead to higher incom and better employ opportun at a time when digit skill job are grow much faster than non-digit jobs. in thi second cours of our excel special excel skill for busi you will build on the strong foundat of the essenti course. intermedi skill i will expand your excel knowledg to new horizons. you are go to discov a whole rang of skill and techniqu that will becom a standard compon of your everyday use of excel. in thi cours you will build a solid layer of more advanc skill so you can manag larg dataset and creat meaning reports. these key techniqu and tool will allow you to add a sophist layer of autom and effici to your everyday task in excel. onc again we have brought togeth a great teach team that will be with you everi step of the way. prashan and nicki will guid you through each week and i am even go to make a guest appear in week 5 to help you learn about my favourit tool in excel - shh no spoilers!. work through each new challeng step-by-step and in no time you will surpris yourself by how far you have come. thi time around we are go to follow uma' trial and tribul as she is tri to find her feet in a new posit in the fictiti compani pushpin. for those of you who have done the essenti cours you will alreadi be familiar with the company. work through her challeng which are all too common one that we encount everyday will help you to more easili relat to the skill and techniqu learn in each week and appli them to familiar and new contexts.microsoft excel euler' totient function data analysi concaten pivot chart databas pivot tabl analysi chart consol busi business-essenti

optic effici and resolutionadvancedthi cours can also be taken for academ credit as ecea 5601 part of cu boulder� master of scienc in electr engin degree. optic instrument are how we see the world from correct eyewear to medic endoscop to cell phone camera to orbit telescopes. thi cours will teach you how to design such optic system with simpl mathemat and graphic techniques. the first order optic system design cover in the previou cours is use for the initi design of an optic imag system but doe not predict the energi and resolut of the system. thi cours discuss the propag of intens for gaussian beam and incoher sources. it also introduc the mathemat background requir to design an optic system with the requir field of view and resolution. you will also learn how to analyz these characterist of your optic system use an industry-standard design tool opticstudio by zemax.specif technic standard approxim collim optic algorithm c dynam memori alloc telecentr len beam robot system design physic scalar field physical-science-and-engin electrical-engin

introduct to api test use jmeter toolbeginnerin thi 1-hour long project-bas cours you will learn how to 1. send an http get request 2. send an http post request 3. send an http put and delet request 4. ad user-defin variabl 5. ad respons assert and json path assert to the json respons 6. understand json format note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project wait system call api test applic program interfac python program hypertext transfer protocol apach jmeter perform uniform resourc locat request respons computer-sci software-develop

analys complexityintermediateth first cours of the special analyz complex will teach you what unifi pattern lie at the core of all complex problems. it advanc your knowledg of your own field by teach you to look at it in new ways. analyz complex is construct in the follow way week i. "what is complexity?" - what is at the core of all complex problem week ii. "complex physic systems" - what complex problem all have in common in the inanim world week iii. "complex adapt systems" - what complex problem all have in common in natur week iv. "complex cultur systems" - what complex problem all have in common in human societi week v. "complex fragil and breakdown" - whi complex problem aris week vi. "complex in the anthropocene" - what complex problem face us todaycultur threat problem solv complex adapt system industri engin vers protocol complex theori and organ flow network geolog system think busi leadership-and-manag

present skill public speak projectadvancedeveryth come togeth in the capston stori slide and delivery. you will draft a complet script of your presentation. with the advic of your peer reader you will revis rewrit and complet it. then the same thing will happen with your slides. and final you will deliv it to a real audienc record it on camera and get valuabl feedback from your peers. we highli suggest not to do a �fake project� but choos a topic that matter to you so in the end you will have a polish present of someth that is import to you. whether it is an idea a busi project a product or some other complic matter. if you are to revis some other work pleas write with an intent to help. say what a peer should stop or start do add or remov from their script or slides.p review project public speak write-off present storytel order pair speech augment assign mind map busi business-essenti

a busi approach to sustain landscap restorationbeginnerintegr landscap manag and large-scal landscap restor should be in everi company� busi strategi becaus in order to reach the sustain develop goal on land degrad neutral sdg number 15.3 scale up and acceler of business-driven landscap restor is urgent needed. thi requir busi profession with a vision the right knowledg and skills. thi mooc aim to train the next gener of busi profession and develop to acknowledg business� interdepend with healthi landscap and understand the valu of ecosystem resources. �histor we have found countless way to justifi our continu exploit of the environ discoveri tradit manifest destini even chines hoax. but we�r all out of excus now. each pass day swell the data on greenhous gase and extrem weather shrink reservoir and rise sea level and diminish biodiversity. our resourc are finit the window for chang if not firmli shut is certainli close and all life must adapt or be doomed.� t�a obreht the new yorker dec. 19&26 2016 p. 106. it is a frighten prospect inde � that all life on earth must either adapt or be doomed. thi cours is about landscap degrad � a global and wick problem that is contribut to the doom prospect of deplet of earth� finit resources. but thi cours is also about the solut to thi problem � busi driven landscap restoration. so rather than leav you powerless with the prospect obreht put foward abov it is our hope that you learn how you can be part of the solut to make sure that planet earth still provid a safe and habit home for futur generations. we must act big and we must act now. with thi cours we want to pass on valuabl knowledg and teach you use skill that you can appli in your profession life that will enabl you to tackl the issu of landscap degrad and restoration. the issu is urgent so let� dive right into it. thi mooc is develop by the enabl partnership which is co-fund by the erasmus+ programm of the european commiss and involv a divers intern group of organ includ rotterdam school of manag erasmu univers commonland unit nation univers land restor train programm the spanish nation research council and estoril global conferences.ecosystem busi model canva global sustain ecosystem servic wick problem return on invest ecosystem natur capit partnership busi business-essenti

human resourc manag capston hr for peopl managersintermediatethi special provid a robust introduct to the key principl polici and practic of human resourc manag with a focu on understand manageri choic and constraint acquir and onboard talent manag employe perform and reward employees. the capston project provid learner with the opportun to appli these key principl and practic to a real-world workplac includ a learner' own workplac if desired. specif the capston project will involv identifi the key human resourc challeng for a workplace--includ the most press motiv select perform evalu and reward issues. and for each of these area learner will devis a multi-step action plan for address the challeng identified.human learn benefit resourc critic think human resourc resourc manag perform manag compens recruit leadership and manag busi leadership-and-manag

statist with sasadvancedthi introductori cours is for sa softwar user who perform statist analys use sas/stat software. the focu is on t test anova and linear regress and includ a brief introduct to logist regression.two-way analysi of varianc gener statist pro*c predict model transact log influenti observ regress student' t-test odd ratio p-valu data-sci data-analysi

appli machin learn in pythonadvancedthi cours will introduc the learner to appli machin learn focus more on the techniqu and method than on the statist behind these methods. the cours will start with a discuss of how machin learn is differ than descript statist and introduc the scikit learn toolkit through a tutorial. the issu of dimension of data will be discuss and the task of cluster data as well as evalu those cluster will be tackled. supervis approach for creat predict model will be describ and learner will be abl to appli the scikit learn predict model method while understand process issu relat to data generaliz e.g. cross valid overfitting. the cours will end with a look at more advanc techniqu such as build ensembl and practic limit of predict models. by the end of thi cours student will be abl to identifi the differ between a supervis classif and unsupervis cluster techniqu identifi which techniqu they need to appli for a particular dataset and need engin featur to meet that need and write python code to carri out an analysis. thi cours should be taken after introduct to data scienc in python and appli plot chart & data represent in python and befor appli text mine in python and appli social analysi in python.python program algorithm comput program scikit-learn regress human learn analysi machin learn machin learn algorithm appli machin learn data-sci data-analysi

semiconductor physicsadvancedthi cours can also be taken for academ credit as ecea 5630 part of cu boulder� master of scienc in electr engin degree. thi cours introduc basic concept of quantum theori of solid and present the theori describ the carrier behavior in semiconductors. the cours balanc fundament physic with applic to semiconductor and other electron devices. at the end of thi cours learner will be abl to 1. understand the energi band structur and their signific in electr properti of solid 2. analyz the carrier statist in semiconductor 3. analyz the carrier dynam and the result conduct properti of semiconductorsenergi level molecular orbit basi point electr engin physic materi quantum mechan electron energi chemistri physical-science-and-engin electrical-engin

major and princip giftsintermediatethi cours will provid a comprehens view of major and princip gift develop work for student who seek to build upon their experi gain in the introductori session. particip will gain an understand of the philosophi and strategi implement in major gift develop includ prospect identif how to initi engag a potenti major gift donor the process of cultiv and move manag effect propos write make a success ask and on-go donor stewardship. student will practic fundament major gift develop skill by develop their own prospect strategi produc essenti document to support the process and engag in role play activ to simul interact with prospect and donors.process belief stewardship leadership and manag gift strategi prospect fundrais likelihood function accept busi business-strategi

system and applic securityadvancedwelcom to system and applic secur course! in the system and applic secur cours you will gain an understand of comput code that can be describ as harm or malicious. both technic and non-techn attack will be discussed. you will learn how an organ can protect itself from these attacks. you will learn concept in endpoint devic secur cloud infrastructur secur secur big data system and secur virtual environments. object 1. identifi malici code activ 2. describ malici code and the variou countermeasur 3. describ the process for oper endpoint devic secur 4. defin mobil devic manag process 5. describ the process for configur cloud secur 6. explain the process for secur big data system 7. summar the process for secur virtual environmentsvirtu machin encrypt process privaci softwar malwar cloud comput leadership and manag secur cloud comput secur information-technolog secur

the cosmopolitan mediev arab worldintermediatedid you know that arab wa for centuri the lingua franca in an area stretch from the south of spain to the chines border? did you know that the middl east under muslim rule in those day wa the world� beat heart of trade but also of scienc and scholarship? did you know that islam in it form period wa heavili influenc by exist cultur in the region like indian greek persian and byzantin culture? did you know that for mani centuri after the establish of the muslim empir the major of the popul remain larg christian and jewish? did you know that they held a protect statu in islam law? did you know that thi gener open-mind curiou and open societi stimul mani great innov and inventions? did you know that european scholarship in the renaiss lean heavili on the text and invent from the middl east which were the outcom of thi sophist advanc society? in thi cours we will focu on the fascin histori of the arab mediev world. we will take you on a journey through the middl age start off in eighth-centuri baghdad. along the old pilgrim trail we will go to place like mecca jerusalem and najaf. we will show you the impress market of place like cairo and samarkand. howev we will not hide the dark side of societi either by introduc you to the flourish widespread slave trade. we will visit the abbasid court the harem of the caliph and the palac of the mamluk sultan. we will show you some beauti mediev manuscript that live on as the silent wit of the impress achiev of scientist and medic doctor of thi forgotten era. all along we will present you with historiograph debat and dilemma�s. reflect on the way we look at and interpret history. and while take you on thi journey we will travel back and forth in time explain to you how event of the past affect and shape the world as we know it today. welcom to the cosmopolitan mediev arab world! enrol now and follow thi cours for free. --- testimoni dear prof. sijpesteijn i am send thi email in gratitud for the leiden univers team for thi course. pleas thank the faculti of govern and global affair for offer it on coursera the faculti of human for creat the love cours content and the excel read material. rare have i seen an mooc that is thi well-research and thought through. thi is in addit to the excel resourc provid and the creativ media. i finish the cours and present do the honors-track. if i may introduc myself i am radi radi a palestinian-jordanian who live on "shajaret al dur" st. in amman jordan. it wa quit an coincid to learn about her here. i work as a pilot and current we are not fli anywher current so i thought of finish thi course. i am a bachelor of civil engin from ryerson univeristi canada and thi realli felt like the 100-level elect i took in that it realli is a university-level course. i have bought a few book that i have read about in your cours and that meant that i have someth els to do in thi corona-impos hiatus. after onc aviat kick back into gear i hope to be fli to amsterdam again. when that happen i plan on bring you guy a gift from amman for your efforts. mani thank radi radimiddl east languag cultur trade religion histori flourish art histori harem hygien arts-and-human histori

launch strategi 5 step to capston experienceadvancedthi cours is the last cours in thi special befor it capston experi where you the learner will launch your business. consid all the activ associ with the final prepar for a nasa launch befor the final countdown take place. those are the type of activ with respect to launch a busi that will be cover in thi course. the goal of the cours is for you to have a document that detail all the action you need to take and all the thing that you need to think about befor launch your busi with instruct on how to do those action and how to thing about those things. specif the cours will provid you with five benefit or outcomes. first your attitud will be fine focus and tune to the mindset concept cover in cours one that are like to have the greatest impact on your busi launch. second in a similar fashion you will becom keenli awar of those aspect of your busi that directli impact it abil to creat and deliv valu on day one; and have action plan to address each aspect. with your 'mind right' and your 'busi right' the third and fourth outcom of the cours are action plan to get your 'market connections' right. the cours will allow you to explor strategi and tactic to engag the market commun your messag and gener sales; and select those which give you the best opportun to learn and establish a foundat for growth. final the cours will walk you through a final checklist of oper issu that will allow you to enter the capston cours and your busi launch readi to go on day one. throughout the cours we have emphas the import of market engag allow the market to provid feedback that sharpen your busi and maxim it chanc for success. as with the entir special the feedback you will get through the peer review assign for thi cours and the capston cours are an invalu opportun for for such engagement.strategi experi market econom market plan busi plan plan busi failur e-commerc entrepreneurship market busi entrepreneurship

introduct to chemistri structur and solutionsbeginnerthi is an introductori cours for student with limit background in chemistry; basic concept such as atom and molecular structur solut phase of matter and quantit problem solv will be emphas with the goal of prepar student for further studi in chemistry.chemistri experi chemistri energi level signific figur chemic engin order pair physic energi quantum number hydrogen physical-science-and-engin chemistri

sample-bas learn methodsintermediatein thi cours you will learn about sever algorithm that can learn near optim polici base on trial and error interact with the environment---learn from the agent� own experience. learn from actual experi is strike becaus it requir no prior knowledg of the environment� dynam yet can still attain optim behavior. we will cover intuit simpl but power mont carlo method and tempor differ learn method includ q-learning. we will wrap up thi cours investig how we can get the best of both world algorithm that can combin model-bas plan similar to dynam program and tempor differ updat to radic acceler learning. by the end of thi cours you will be abl to - understand temporal-differ learn and mont carlo as two strategi for estim valu function from sampl experi - understand the import of explor when use sampl experi rather than dynam program sweep within a model - understand the connect between mont carlo and dynam program and td. - implement and appli the td algorithm for estim valu function - implement and appli expect sarsa and q-learn two td method for control - understand the differ between on-polici and off-polici control - understand plan with simul experi as oppos to classic plan strategi - implement a model-bas approach to rl call dyna which use simul experi - conduct an empir studi to see the improv in sampl effici when use dynahuman learn machin learn reinforc q-learn estim mont carlo method reinforc learn rel chang and differ bellman equat tempor differ learn data-sci machine-learn

agil with atlassian jirabeginneragil team use �just enough� plan and an increment approach to accomplish the work of the team. everi project and everi team use a custom agil methodology. thi cours discuss common foundat principl and practic use by agil methodolog provid the student a flexibl set of tool to use in ani role e.g. product owner scrum master project manag team member on ani agil team. thi cours mainli discuss agil and lean principl the kanban and scrum agil methodolog and use atlassian jira softwar cloud as the main softwar tool to appli hands-on learn of the topics. the cours includ instruct on "classic" jira project as well as the new "next-gen" jira projects. student can use the free plan of atlassian jira softwar cloud to complet the hands-on lab associ with thi course. by the time you have complet thi cours you will have a strong foundat understand of agil principl and practic and strong hands-on experi with atlassian jira softwar cloud. you will be the site administr for your jira account so you will be abl to perform basic administr task on your site. you should be abl to continu configur your jira project to match your team' custom agil methodology. you can watch the video and take the quizz from your phone if you want but the hands-on lab use atlassian jira softwar cloud requir you to have a window mac or linux computer. thi cours tri to be as concis as possible. it will probabl take you about 6-12 hour to go through but your mileag may vary. it is highli encourag that you appli what you learn to manag person agil project after the cours is complete.jira softwar leadership and manag softwar kanban scrum softwar develop agil manag project manag agil softwar develop project softwar engin computer-sci software-develop

cyber secur in manufacturingbeginnerth natur of digit manufactur and design dm&d and it heavi relianc on creat a digit thread of product and process data and inform make it a prime target for hacker and counterfeiters. thi cours will introduc student to whi creat a strong and secur infrastructur should be of paramount concern for anyon oper in the dm&d domain and measur that can be employ to protect oper technolog system and resources. acquir knowledg about secur need and the applic of inform secur systems. build the foundat skill need in perform a risk assess of oper and inform technolog assets. gain valuabl insight of implement control to mitig identifi risks. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the seventh cours in the digit manufactur & design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0 and featur a culmin project involv creation of a roadmap to achiev a self-establish dmd-relat profession goal. to learn more about the digit manufactur and design technolog special pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-camechatron manufactur process manag microsoft secur develop lifecycl intrus detect system authent inform secur breach secur exploit secur suppli chain oper manag physical-science-and-engin mechanical-engin

excel fundament for data analysisadvanceda data becom the modern currenc so the abil to analys the data quickli and accur ha becom of paramount importance. excel with it extraordinarili broad rang of featur and capabl is one of the most wide use program for do this. in the first cours of our excel skill for data analysi and visual special you will learn the fundament of excel for data analysis. when you have complet the cours you will be abl to use a rang of excel tool and function to clean and prepar data for analysis; autom data analysi with the help of name rang and tables; and use logic and lookup function to transform link and categoris data. thi cours will enabl you to build a strong foundat in the fundament help you to be more effici in your day-to-day and develop the necessari skill to work with the more advanc techniqu use in later courses. to make the content easi to relat to and to person the learn experi we are go to follow zara' journey through the course. who is zara? well she is no-on and everyone. you will find that zara' trial and tribul sound familiar and togeth with zara you will develop your excel skill along the way � and importantli have some fun do it. the excel skill for data analyt and visual cours are the sequel to one of most success special on coursera excel skill for busi which ha attract hundr of thousand of learner and top ratings. transform your skill your confid and your opportun by ad thi new set of skill to your repertoire.select sort number spreadsheet lookup tabl it�' lemma euler' totient function data analysi analysi microsoft excel spreadsheet databas busi business-essenti

hyperparamet tune with kera tuneradvancedin thi 2-hour long guid project we will use kera tuner to find optim hyperparamt for a kera model. kera tuner is an open sourc packag for kera which can help machin learn practition autom hyperparamet tune task for their kera models. the concept learn in thi project will appli across a varieti of model architectur and problem scenarios. pleas note that we are go to learn to use kera tuner for hyperparamet tune and are not go to implement the tune algorithm ourselves. at the time of record thi project kera tuner ha a few tune algorithm includ random search bayesian optim and hyperband. in order to complet thi project success you will need prior program experi in python. thi is a practic hand on guid project for learner who alreadi have theoret understand of neural network and optim algorithm like gradient descent but want to understand how to use kera tuner to start optim hyperparamet for train their kera models. you should also be familiar with the kera api. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.open sourc kera gradient hyperparamet hand experi architectur mathemat optim machin learn prior probabl data-sci machine-learn

introduct to portfolio construct and analysi with pythonadvancedth practic of invest manag ha been transform in recent year by comput methods. thi cours provid an introduct to the underli scienc with the aim of give you a thorough understand of that scientif basis. howev instead of mere explain the scienc we help you build on that foundat in a practic manner with an emphasi on the hands-on implement of those idea in the python program language. thi cours is the first in a four cours special in data scienc and machin learn in asset manag but can be taken independently. in thi cours we cover the basic of invest scienc and we'll build practic implement of each of the concept along the way. we'll start with the veri basic of risk and return and quickli progress to cover a rang of topic includ sever nobel prize win concepts. we'll cover some of the most popular practic techniqu in modern state of the art invest manag and portfolio construction. as we cover the theori and math in lectur video we'll also implement the concept in python and you'll be abl to code along with us so that you have a deep and practic understand of how those method work. by the time you are done not onli will you have a foundat understand of modern comput method in invest manag you'll have practic masteri in the implement of those methods.invest python program invest manag mathemat optim leadership and manag financ portfolio construct portfolio invest asset comput program busi financ

opioid epidem from evid to impactbeginnerwhil prescript opioid serv an invalu role for the treatment of cancer pain and pain at the end of life their overus for acut and chronic non-canc pain as well as the increas avail of heroin and illicit fentanyl have contribut to the highest rate of overdos and opioid addict in u.s. history. evidence-inform solut are urgent need to address these issu and to promot high-qual care for those with pain. thi cours and the report it is base on are a respons to that need. they offer time inform and a path forward for all who are commit to address injuri and death associ with opioid in the unit states.addict piecewise-determinist markov process risk factor medic opioid overdos formul drug naloxon risk factor harm reduct life-sci public-health

the scienc of well-beingintermediatein thi cours you will engag in a seri of challeng design to increas your own happi and build more product habits. as prepar for these task professor lauri santo reveal misconcept about happi annoy featur of the mind that lead us to think the way we do and the research that can help us change. you will ultim be prepar to success incorpor a specif well activ into your life. the scienc of well be wa produc in part due to the gener fund of the david f. swensen fund for innov in teaching.posit psycholog mind gratitud habit exercis savor happi medit psycholog kind personal-develop personal-develop

introduct to multilingu and multicultur educationintermediateth process of global are highli complex and influenc the multi-lay structur of societi econom socio-cultur polit linguist and educ aspect among others. a remark increas in global migrat flow especi over the last decad requir from the host countri to pay particular attent to the provis of equal educ opportunities. children of migrant frequent not be fluent speaker of the official/n languag of the host countri need and abov all have the right to get access to good qualiti education. in addit in today� highli competit labour-market learn global/intern languag e.g. english is seen as a necessity. how and at what age should children start learn an addit languag or languages? do bilingual/multilingu children perform better at school than their monolingu peers? which language/educ polici are success and which are not? what challeng student and teacher face in a multilingual/multicultur classroom? what measur do educ school commun need to take in order to make the multilingu and multicultur learn space more effective? the cours introduct to multilingu and multicultur learn make an attempt to provid answer to these and other relat question with refer to the latest research and discuss of differ case studies. by the end of thi cours you will be abl to - critic evalu variou teach practic in multilingu and multicultur settings; - critic evalu variou languag polici and plan programm implement in multilingu educ settings; - obtain valuabl insight to better understand the learn need of student in a multilingual/multicultur classroom; - appli the knowledg you will have gain in thi cours in multilingual/multicultur classrooms; - obtain essenti skill to deal with immigrant/minor languag students. do you have technic problems? write to us coursera@hse.rupedagogi multicultur cross-cultur commun educ teach child linguist intercultur compet bilingu languag arts-and-human histori

the korean econom developmentbeginnery will review the evolut of the korean economi decad by decad sinc korea� independ from japan in 1945. major polici of each decad will be explain and their effect on the korean economi will be analyzed. also the background and limit of import polici will be scrutinized. by do so you will be abl to compar the korea experi with the other develop countries�. 1.\tyou will be abl to explain how the miracl of the korean econom develop wa made possible. 2.\tbi examin intern and extern condit behind the decis make of major polici in korea you will be abl to draw lesson that can be applic to today� develop countries. 3.\tyou can explain how the korean economi ha interact with the global economi in the past. 4.\tyou can observ how econom theori and model can be appli to the korean case.economi korean languag land reform econom develop global financi system financi crisi econom global financi crisi foreign exchang crisi social-sci econom

1e test how comput workadvancedtestphys address comput data storag name resolut comput system autonom system internet servic abstract peer-to-p comput comput termin oper system technolog singl system imag oper context computer-sci software-develop

develop fpga-acceler cloud applic with sdaccel practiceadvancedthi cours is for anyon passion about learn how to develop fpga-acceler applic with sdaccel! the more gener purpos you are the more flexibl you are and the more kind of program and algorithm you can execut on your underli comput infrastructure. all of thi is terrif but there is no free food and thi is happen quit often by lose in efficiency. thi cours will present sever scenario where the workload requir more perform than can be obtain even by use the fastest cpus. thi scenario is turn cloud and data center architectur toward acceler computing. within thi cours we are go to show you how to gain benefit by use xilinx sdaccel to program amazon ec2 f1 instances. we are go to do thi through a work exampl of an algorithm use in comput biology. the huge amount of data the algorithm need to process and their complex rais the problem of increas the amount of comput power need to perform the computation. in thi scenario hardwar acceler reveal to be effect in achiev a speed-up in the comput while at the same time save power consumption. among the algorithm use in comput biolog the smith-waterman algorithm is a dynam program algorithm guarante to find the optim local align between two string that could be nucleotid or proteins. in the follow class we present an analysi and success fpga-bas hardwar acceler of the smith-waterman algorithm use to perform pairwis align of dna sequences. within thi context thi cours is focus on distribut heterogen cloud infrastructur provid you detail on how to use xilinx sdaccel through work exampl to bring your solut to life by use the amazon ec2 f1 instances.data center cloud comput port stack abstract data type softwar as a servic cloud infrastructur flow network algorithm systol array cloud applic computer-sci design-and-product

algorithm toolboxbeginnerth cours cover basic algorithm techniqu and idea for comput problem aris frequent in practic applic sort and search divid and conquer greedi algorithm dynam programming. we will learn a lot of theori how to sort data and how it help for searching; how to break a larg problem into piec and solv them recursively; when it make sens to proceed greedily; how dynam program is use in genom studies. you will practic solv comput problem design new algorithm and implement solut effici so that they run in less than a second.divid and conquer algorithm problem solv sort stress stress test algorithm design comput program algorithm dynam program greedi algorithm computer-sci algorithm

copyright for multimediabeginnercopyright question about differ format data imag music and video can be especi difficult. sometim the law specif distinguish between these differ format and in most case there are media-specif consider that impact a copyright analysis. in thi cours we will look at four differ media pay special attent to the uniqu issu for each one and the kind of inform that is import when make copyright decis for each type of material. we will work through fair use issu for each multimedia format look at format-specif except in the law and consid uniqu issu for seek permiss for film music imag and data. at the end of thi cours particip will have a deeper understand of how to appli our framework for make copyright decis and will be more comfort with assess multimedia issues. they will have gain more and more divers experi for consid fair use.analysi film visual art video edit music multimedia media law afford copi edit law arts-and-human music-and-art

algorithm on graphsintermediateif you have ever use a navig servic to find optim rout and estim time to destin you'v use algorithm on graphs. graph aris in variou real-world situat as there are road network comput network and most recent social networks! if you'r look for the fastest time to get to work cheapest way to connect set of comput into a network or effici algorithm to automat find commun and opinion leader in facebook you'r go to work with graph and algorithm on graphs. in thi cours you will first learn what a graph is and what are some of the most import properties. then you'll learn sever way to travers graph and how you can do use thing while travers the graph in some order. we will then talk about shortest path algorithm � from the basic one to those which open door for 1000000 time faster algorithm use in googl map and other navig services. you will use these algorithm if you choos to work on our fast shortest rout industri capston project. we will finish with minimum span tree which are use to plan road telephon and comput network and also find applic in cluster and approxim algorithms.path variabl graph graph theori dijkstra' algorithm graph travers shortest path problem bellman ford algorithm tree travers graph algorithm algorithm computer-sci algorithm

get start with sa programmingbeginnerthi cours is for user who want to learn how to write sa program to access explor prepar and analyz data. it is the entri point to learn sa program for data scienc machin learn and artifici intelligence. it is a prerequisit to mani other sa courses. by the end of thi cours you will know how to use sa studio to write and submit sa program that access sa microsoft excel and text data. you will know how to explor and valid data prepar data by subset row and comput new column analyz and report on data export data and result to other format use sql in sa to queri and join tables. prerequisit learner should have experi use comput software. specif you should be abl to understand file structur and system command on your oper system and access data file on your oper systems. no prior sa experi is needed.softwar comput program languag portabl document format data analysi probabl densiti function gener statist sql analysi sa softwar data-sci data-analysi

construct schedulingbeginnerlearn will discov the key project schedul techniqu and procedur including; how to creat a network diagram how to defin the import of the critic path in a project network and defin project activ float. also cover are the fundament of bar chart preced diagram activ on arrow pert rang estim and linear project oper and the line of balance.plan leadership and manag schedul project manag schedul project manag risk project linear path variabl linear schedul method busi business-strategi

data scienc for busi innovationadvancedth cours is a compendium of the must-hav expertis in data scienc for execut and middle-manag to foster data-driven innovation. it consist of introductori lectur span big data machin learn data valor and communication. topic cover the essenti concept and intuit on data need data analysi machin learn method respect pro and con and practic applic issues.\t the cours cover terminolog and concept tool and method use case and success stori of data scienc applications. the cours explain what is data scienc and whi it is so hyped. it discuss the valu that data scienc can creat the main class of problem that data scienc can solv the differ is between descript predict and prescript analyt and the role of machin learn and artifici intelligence. from a more technic perspect the cours cover supervis unsupervis and semi-supervis method and explain what can be obtain with classif cluster and regress techniques. it discuss the role of nosql data model and technolog and the role and impact of scalabl cloud-bas comput platforms. all topic are cover with example-bas lectur discuss use case success stori and realist examples.statist classif machin learn big data data analysi linear regress recommend system linear analysi comput program machin learn algorithm data-sci data-analysi

emerg care pregnanc infant and childrenintermediatewelcom to the final cours of lectur in your quest to master emt basics. in thi cours we will cover some of the highest-stress patient popul pregnant patient and kid also known as pediatrics. to wrap up your emt knowledg we will end thi cours with inform about hazmat situat extric patient from tight spot and final how you write a note about your patient care. you will learn to ensur it commun what your assess of the patient wa what intervent you perform and whi you did them. you will build on your knowledg of anatomi patient assess and scene safeti to develop an approach to these new patient populations. we will walk through the thing that make pregnant patient and pediatr patient differ but also what make them the same as all the patient you care for. prepar yourself for some noisi kid some uncomfort mom and hope a lot of fun learn new things.child abus anatomi medic devic pediatr patient emerg medic devic pregnanc child scope of practic life-sci patient-car

data privaci fundamentalsbeginnerthi cours is design to introduc data privaci to a wide audienc and help each particip see how data privaci ha evolv as a compel concern to public and privat organ as well as individuals. in thi cours you will hear from legal and technic expert and practition who encount data privaci issu daily. thi cours will review theori of data privaci as well as data privaci in the context of social media and artifici intelligence. it will also explor data privaci issu in journal surveil new technolog like facial recognit and biometrics. complet of the cours will enabl the particip to be elig for cpe credit.inform privaci data govern law person identifi inform person advertis data protect vertru privaci internet of thing data secur information-technolog secur

problem solv python program and video gamesadvancedthi cours is an introduct to comput scienc and program in python. upon success complet of thi cours you will be abl to 1. take a new comput problem and develop a plan to solv it through problem understand and decomposition. 2. follow a design creation process that includ specif algorithm and testing. 3. code test and debug a program in python base on your design. import comput scienc concept such as problem solv comput think problem decomposit algorithm abstract and softwar qualiti are emphas throughout. the python program languag and video game are use to demonstr comput scienc concept in a concret and fun manner. howev a learner can take the knowledg and skill from thi cours and appli them to non-gam problem other program languag and other comput scienc courses. you do not need ani previou program python or video game experience. howev some comput skill e.g. mous keyboard document edit knowledg of algebra attent to detail as with mani technic subject and a �just give it a try� spirit will be key to your success. despit the use of video game for all the program exampl pvg is not about comput games. pvg will still provid valuabl knowledg and skill for non-gam comput problems. the interact learn object ilo of the cours provid automat context-specif guidanc and feedback like a virtual teach assist as you develop problem descript algorithm and function test plans. the cours forum will be support by the creator of the cours to help you succeed. all video assess and ilo are avail free of charge. there is an option certif avail for a fee.modulo oper intrins function test plan game program pygam comput program python program subroutin problem solv featur select computer-sci software-develop

learn technolog foundat and applicationsintermediatethi cours learn technolog foundat and applic is one of the two four-week mooc cours that form part of instruct design mastertrack certificate. after complet the cours you will be abl to 1.\tidentifi suitabl learn technolog applic for problem-solv tasks. 2.\tevalu learn technolog solut base on cognit load theori and relat multimedia learn design models. 3.\tjustifi the select of learn technolog for solv organiz problem base on evid and best practices.psycholog educ assess onlin learn evolut instruct design educ repurpos machin learn onlin machin learn train and develop social-sci educ

high perform collabor leadership teamwork and negotiationconversantar leader born or made? learn the essenti skill to develop and expand your leadership repertoir design team for collabor and craft win-win negoti strategies. high perform collabor leadership teamwork and negoti focus on leadership teamwork and negotiation. student will engag in self-assess to analyz their leadership style develop team charter to optim their group and develop a game plan for effect negotiation. recur cours session repeat everi 2 week on monday with an enrol period of 5 days.leadership develop negoti leadership collabor team manag strateg leadership leadership and manag leadership style team build commun busi leadership-and-manag

bridg healthcar and societynot calibratedin contemporari societi healthcar is a key social institut that address the issu of mainten and improv of citizens� health. while popul health is larg produc outsid of healthcar set themselv the function of healthcar includ diagnosi treatment and prevent of ill injuri and other impair is essenti for people� wellbeing. yet healthcar can be and often is insuffici access respons and effici for differ member of society. how can healthcar provis and societi be bridged? through the explor of a combin of theoret and practic perspect thi onlin cours highlight the necess of a dialogu and collabor between healthcar profession patient and the public at large. cours particip will critic explor challeng pose by disjunctur between healthcar and societi analyz both benefit and unintend consequ of bridg the two and propos way to accomplish the bridg in practic of healthcar provision. after complet of thi cours you will be abl to 1.\trecogn disjunctur between healthcar provis and societi 2.\tbe awar of consequ of disjunctur between healthcar provis and societi 3.\tidentifi opportun for bridg healthcar provis and societi use a biosoci approach to health 4.\tanalyz case of disjunctur between healthcar provis and societi and propos opportun for bridg 5.\trecogn the histor trend of scientif profession and medic in the relat between medicin health care and society. thi cours wa develop by a consortium of five univers maastricht univers nation research tomsk state univers nation univers of "kyiv-mohyla academy" nation pirogov memori medic univers vinnytsya and siberian state medic univers within the framework of bihsena project. bihsena stand for �bridg innov health and societi educ capac build in the eastern european neighbour areas�. bihsena project ha been fund with support from the european commission. thi cours reflect the view onli of the author and the commiss cannot be held respons for ani use which may be made of the inform contain therein.med practic behavior medicin medic order pair enabl patient public health everyday life health care life-sci public-health

secur network system with firewal and idsintermediatein thi mooc we will focu on learn how network system are secur use firewal and ids. thi will includ understand the basic compon of network secur construct a dual-firewal dmz and defin secur polici to implement and enforc these rules. build upon these lesson we will go in-depth on the popular linux firewall. final we will learn about network id and host id includ a deep dive into snort.stat firewal port network secur firewal comput network address translat secur evalu secur design perform file transfer protocol computer-sci computer-security-and-network

advanc app develop in android capstonebeginnerthi capston project ha been design as an opportun to practic what you have learn in the first 3 cours of thi specialisation. thi capston project consist of 4 assignments. you will have to develop an immers android app with the use 3d graphic sensor control and vr. for the first assign you will have to develop a virtual art galleri use the android canva draw function introduc in cours 1 "introduct to android graphics". the second assign entail the design and develop of a virtual 3d art galleri base on opengl es appli the knowledg and skill acquir in cours 2 "android graphic with opengl es". for the third assign you will creat a virtual realiti app with your 3d art galleri use advanc techniqu like introduc sensor control anim binocular view for vr light effect and textur map base on the knowledg and skill you learn in cours 3 "3d graphic in android sensor and vr". for the final submiss of the capston project we give you the avenu to combin your creativ with all the knowledg and skill you gain in android graphic program from the three first courses. thi capston is intend for learner with basic knowledg in android app develop seek to develop knowledg in comput graphic and virtual realiti in android. the learner should have complet the 3 cours in thi specialis i.e. cours 1 "introduct to android graphics" cours 2 "android graphic with opengl es" and cours 3 "3d graphic in android sensor and vr" befor start thi capston project.euler' totient function mobil develop 3d comput graphic perspect project android develop tabl of keyboard shortcut interact comput program comput graphic virtual realiti computer-sci software-develop

take safeti and qualiti improv work to the next level (patient safeti vii)intermediatein thi culmin cours in the patient safeti and qualiti improv special you will appli the skill you have acquir across the previou six cours to address a realist patient safeti issu confront merci grace a 500-bed urban hospit that is part of a larger hospit system. base on the scenario provid you will assess the situat and work through the problem use a varieti of tool and strategies. you will have the opportun to identifi defect root caus and potenti mitig strategies; you will creat a project implement plan for address the issu in the form of an a3; you will identifi risk of project failur and design a chang manag plan; you will identifi mean of convert the project from local to system-wide; and you will identifi qualiti and safeti measur that will be use in evalu the success of the project� implementation.chang manag patient project process first draft of a report on the edvac evalu patient safeti project charter problem statement plan life-sci patient-car

career option explor a new careerintermediatethi cours is for you if you are interest in research a new career and acquir the skill necessari to succeed in it. you will be ask to reflect on your experi and critic evalu what you current know what you need to acquir and how to go about get it. you will then identifi group and individu that can serv and support you in explor a new career. dure thi cours you will identifi the element of a well-structur career plan and evalu career option by individu fit to determin how to effect engag your network in your career journey. you will design a tactic career plan and identifi pitfal in behavior commun and appear that can derail a new career. you will also develop a target cover letter and resum use a proven busi format. your experienti learn can also be a valuabl asset link your person experi with your chosen career. we will help you defin your career object statement and align thi with your strength and goals. final you will be challeng to research and identifi your person valu inventori and evalu how to best navig the current job market by use an innov approach call career rockclimbing.car colleg salari plan rel chang and differ person advertis rockbox experi interest ladder personal-develop personal-develop

major depress in the popul a public health approachintermediatepubl mental health is the applic of the principl of medicin and social scienc to prevent the occurr of mental and behavior disord and to promot mental health of the population. thi cours illustr the principl of public health appli to depress disord includ principl of epidemiolog transcultur psychiatri health servic research and prevention. it is predict that by 2020 depress disord will be the most import caus of diseas burden in the entir world! everi human be suffer from feel depress at some point or other but onli about one fifth of the popul will experi an episod of depress disord over the cours of their lives. thi cours illumin the public health approach to diseas and the particular complex of appli thi approach to mental disord use depress as the exemplar.publ health psychiatri preval mental health psychotherapi clinic studi design stress case-control studi major depress disord mental health counselor life-sci public-health

violenc against healthcareintermediateat the global level there are mani countri mark by violenc affect health care. the 'health care in danger' project aim to establish practic measur and recommend that can be implement on the ground by policy-mak humanitarian organ and health professionals. in view of the multipl of actor and latitud concern it is essenti to be abl to make avail the tool need to make inform decis guid behaviour in high-risk area and provid everyon the mean to creat and optim the dialogu between humanitarian profession and health on the one hand and relev author or other arm actors. thi cours cover variou topic such as ethic right and respons of the staff of health and pre-hospit personnel issu relat to intern law and humanitarian law intern human right caregiv and patient safeti as well as the role of commun to address and reduc violenc against health care.emerg violenc humanitarian priorit militari civil societi psychosoci health care prepared applic checkpoint social-sci governance-and-societi

introduct to trade machin learn & gcpbeginnerin thi cours you�ll learn about the fundament of trade includ the concept of trend return stop-loss and volatility. you will learn how to identifi the profit sourc and structur of basic quantit trade strategies. thi cours will help you gaug how well the model gener it learn explain the differ between regress and forecast and identifi the step need to creat develop and implement backtesters. by the end of the cours you will be abl to use googl cloud platform to build basic machin learn model in jupyt notebooks. to be success in thi cours you should have advanc compet in python program and familiar with pertin librari for machin learn such as scikit-learn statsmodel and pandas. experi with sql is recommended. you should have a background in statist expect valu and standard deviat gaussian distribut higher moment probabl linear regress and foundat knowledg of financi market equiti bond deriv market structur hedging.model cloud platform googl cloud platform trade machin learn autoregress integr move averag strategi cloud comput trade strategi human learn data-sci machine-learn

reduc gun violenc in america evid for changeconversantreduc gun violenc in america evid for chang is design to provid learner with the best avail scienc and insight from top scholar across the countri as well as the skill to understand which intervent are the most effect to offer a path forward for reduc gun violenc in our home school and communities. through thi cours you will learn how to 1.\tappreci the scope of gun violenc and the import of consid the issu across a varieti of contexts. 2.\tdescrib the role of law and polici in address gun violenc at the feder state and local levels. 3.\tcompar the effect of gun violenc polici and highlight the import of chang the way we talk about gun violence. 4.\tdescrib state standard for civilian gun carri and use and how those standard affect crime and violence. 5.\tdescrib how firearm design is regul the effect and just enforc of firearm law and strategi for reduc police-involv shootings. 6.\tidentifi and explain evidence-bas program to reduc gun violenc and understand public opinion on gun policy. as a student of thi cours it� import to recogn that you are part of an intern learn community. we understand that gun violenc can be a difficult issu to discuss and we all have our own set of opinion and beliefs. howev we ask you to pleas rememb that gun violenc is someth that affect everi person differently. it� import to understand that thi cours is intend to gener product and meaning conversation. we ask student of thi cours to abid by the rule outlin and expect of you by coursera� code of conduct policy. pleas help us promot a healthi product and sustain learn environ for all and practic the follow principl be polite. ?\ttreat your fellow learner with respect. ?\tinsult condescend or abus word will not be tolerated. ?\tdo not harass other learners. ?\tpolit debat is welcom as long as you are discuss the idea or the evid not attack the person. be sensitive. ?\trememb that coursera is a global forum with learner from mani differ cultur and backgrounds. ?\tbe kind thought and open-mind when discuss race religion gender sexual orient or controversi topic sinc other like have differ perspectives. post appropri content. ?\tcontent that violat the honor code or term of servic is not permitted. ?\tyou may not post inappropri e.g. pornograph or obscen content. ?\tdo not post copyright content. ?\tdo not advertis or promot outsid product or organizations. ?\tdo not spam the forum with repetit content. pleas note that violat of coursera� code of conduct honor code or term of servic are not permit and may result in ?\tdelet of post content. ?\tremov from the course. ?\tlose access to the coursera site. *it is import to also note that certain polici and law mention in thi cours are like to chang and develop over time. as a result we understand that cours content may need to be updat to reflect such changes. while we will strive to do thi as quickli as possibl we appreci your patience. all inform includ in the cours is report accur at the time of record and we intend to updat lectur as soon as possibl and to the best of our ability. the develop of thi cours wa made possibl through gener financi support provid by the david and lucil packard foundat an organ commit to improv the live of children enabl the creativ pursuit of scienc advanc reproduct health and conserv and restor the earth� natur systems.ment ill violenc feder reserv system social norm approach suicid rel chang and differ crime gun violenc polic public opinion life-sci public-health

teach english now! theori of second languag acquisitionintermediatein thi cours learner are introduc to second or foreign languag theori and practic for teach and assess listen speak and pronunciation. learner will also be introduc to basic studi in second languag acquisit and their pedagog implications. teacher will be invit to recogn the import of ground their own teach philosophi through an examin of purpos content and technique.educ languag acquisit languag teach write english languag histori teach method merger & acquisit human learn social-sci educ

portfolio and risk managementbeginnerthi cours teach you the concept of risk and expect return. thi cours present an overview of the basic concept and techniqu use to construct financi portfolios. you will learn about the invest process and get a veri good understand of econom industri and compani analyses. we will also look at understand and interpret major portfolio manag and risk concepts. through thi cours you will discov the basic concept of modern portfolio theory. in the second half of the cours we explor the framework to measur invest perform as well as the variou measur of invest performance. final you will learn how to measur perform of equiti bond and hedg funds. after complet thi cours you will be abl to appreci the detail that go into the creation of invest portfolios.fin risk manag stock leadership and manag market portfolio market econom capit market line invest asset risk busi financ

explor beethoven' piano sonata part 6intermediatewelcom to explor beethoven' piano sonata part 6! you�r join thousand of learner current enrol in the course. i'm excit to have you in the class and look forward to your contribut to the learn community. to begin i recommend take a few minut to explor the cours site. review the materi we�ll cover each week and preview the assign you�ll need to complet to pass the course. click discuss to see forum where you can discuss the cours materi with fellow student take the class. if you have question about cours content pleas post them in the forum to get help from other in the cours community. for technic problem with the coursera platform visit the learner help center. good luck as you get start and i hope you enjoy the course!piano anguish drama anticip ascend chord opu audio format awe continu music arts-and-human histori

u101 understand colleg and colleg lifenot calibratedcolleg can be confus and intimid but u101 can help. if you were just admit to colleg and are nervou about what the next step in life might look like thi cours is for you. if you are the parent of a newli admit colleg student and curiou about what colleg life is like thi cours is also for you. while your specif colleg will no doubt provid addit orient materi we want to give some basic inform about what life might be like at a larg american university. you might be year away from colleg or enrol right now; either way u101 ha some excel advic from colleg student professor administr and staff. at the conclus of the cours learner should 1. understand the basic of how colleg and univers operate. 2. identifi and describ what faculti are look for in college-level academ work. 3. list some effect studi strategies. 4. identifi some strategi for explor and select a major. 5. identifi the variou type of grant and scholarship avail and describ the step involv in appli to these. 6. discuss the colleg life with special attent to the benefits/limit of live on or off campus. 7. identifi some strategi for get the most out of campu life activ investig student club fratern soror etc.. the cours is divid into 4 weeks/8 lesson which provid an overview of the differ aspect of colleg life. if you were just watch the video and look at some of the link the whole cours would take about 4-5 hours. week 1 lesson 1. welcom to u101! lesson 2. understand the natur of colleg week 2 lesson 3. succeed as a student lesson 4. build your major week 3 lesson 5. financ your educ lesson 6. live on and off campu week 4 lesson 7. get involv in campu life lesson 8. conclus pleas join us for a short explor of modern american colleges. hope thi cours can help demystifi your upcom colleg experience.car develop educ proactiv energet extern colleg resourc order pair money manag time manag social-sci educ

creat a user interfac in uniti part 2 - world-spac canvasbeginnerin thi one-hour project-bas cours you will be introduc to unity' user interfac ui toolkit for creat user interfac for your game world. thi project cover creat and set up each ui compon and write a script that will updat the ui element base on certain game events. the guid project will introduc you to the follow uniti ui concept - world-spac canva - rect transform - text - imag - tag - script in c# to control ui content thi is part 2 of a four-part seri on creat a good-look user interfac for your game or other uniti application. part 1 cover creat a screen overlay canva for typic player-feedback such as health and score. part 3 will demonstr how to creat a set menu and part 4 will show you how to creat a ui that will automat adapt to the aspect ratio of ani screen. thi is a stand-alon guid project but becaus thi is a continu of the previou part in the "user interface" seri it is recommend that you complet the first part befor commenc thi guid project. thi seri make use of the sci-fi-them uniti project creat in creat power-up and obstacl with c# in unity. it compliment thi guid project and although not a prerequisit is recommend for a more well-round understand of the concept present herein.machin learn health user interfac write project behavior video game develop display devic .properti java annot computer-sci software-develop

english/french translat long short term memori networksbeginnerin thi hands-on project we will train a long short term lstm network to perform english to french translation. thi project could be practic use by travel or peopl who are settl into a new country. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.text corpu python program deep learn data analysi translat lexic analysi machin learn model long short-term memori intuit data-sci machine-learn

fundament of organizationbeginnerorgan is a fundament theme to understand the real function of each compani or more in gener of ani institut and it is part of the basic know-how of each manager. organ design impli decis on how work is subdivid and how coordin between the variou activ and peopl who autonom perform them is guaranteed. moreov organ design is will to consid also the interdepend between peopl daili activ name process in fact process are the real lever to achiev organiz effici and effectiveness. lastli organ design should also consid how peopl and unit take their decis given that organ and decid are two central and complementari activ of the manageri function. to achiev these goal thi cours aim at explain you the main concept of organ with a strong practic orient illustr of typic organiz problem through real corpor exampl will be used. but a solid theoret background is provid as well the main theori behind organiz design will be use to dig into the main area of investigation. the cours investig three main area the analysi and design of a proper organ at the micro level individu and at the macro level group of multipl individuals; the analysi of how to effect manag process in term of activ perform and principles; the analysi of how to rapidli take decis in term of process constraint model and game theori approach.decis make process busi process manag custom relationship manag organiz structur process manag leadership and manag organiz analysi problem solv busi process busi business-essenti

epidemicsbeginner�if histori is our guid we can assum that the battl between the intellect and will of the human speci and the extraordinari adapt of microb will be never-ending.� 1 despit all the remark technolog breakthrough that we have made over the past few decad the threat from infecti diseas ha significantli accelerated. in thi cours we will learn whi thi is the case by look at the fundament scientif principl underli epidem and the public health action behind their prevent and control in the 21st century. thi cours cover the follow four topic 1. origin of novel pathogens; 2. analysi of the spread of infecti diseases; 3. medic and public health countermeasur to prevent and control epidemics; 4. panel discuss involv lead public health expert with deep frontlin experi to share their view on risk commun crisi manag ethic and public trust in the context of infecti diseas control. in addit to the origin introductori session on epidem we revamp the cours by ad - new panel discuss with world-lead experts; and - supplementari modul on next gener informat for combat epidemics. -------------------------------------------------------- 1 fauci as touchett na folker gk. emerg infecti diseas a 10-year perspect from the nation institut of allergi and infecti diseases. emerg infect di 2005 apr; 114519-25. what you'll learn - demonstr knowledg of the origin spread and control of infecti diseas epidem - demonstr understand of the import of effect commun about epidem - demonstr understand of key contemporari issu relat to epidem from a global perspectiveoutbreak epidemiolog epidem diseas pandem infecti diseas influenza vaccin diseas surveil emerg infecti diseas life-sci public-health

disast risk manag and korean policiesintermediatein the past develop countri such as korea lack guidelin for explor effect polici for disaster-resili growth result in unnecessari sacrific in term of time resourc and human capital. through the lesson learn by korea current develop countri face socio-econom develop can build disast resili without sacrifices. util korea' sound practic and institut reform thi cours provid a valuabl roadmap to prevent and mitig the catastroph effect of disasters. thi cours also provid insight inspir about what are the characterist and the histor path of major disasters; how major disast aris and affect polici changes; how scienc and technolog can be use to explor and find solut to complex tasks; and especi what nation and institut need to do reduc disast risk and mitig death and econom turmoil in the wake of disasters. throught thi student will be abl to explain not onli what is disast risk manag but also what must be done for a disast resil future.remot sens risk analysi korean languag risk prepared crisi manag rare event disast geospati inform system emerg manag physical-science-and-engin environmental-science-and-sustain

cloud comput applic part 2 big data and applic in the cloudbeginnerwelcom to the cloud comput applic cours the second part of a two-cours seri design to give you a comprehens view on the world of cloud comput and big data! in thi second cours we continu cloud comput applic by explor how the cloud open up data analyt of huge volum of data that are static or stream at high veloc and repres an enorm varieti of information. cloud applic and data analyt repres a disrupt chang in the way that societi is inform by and use information. we start the first week by introduc some major system for data analysi includ spark and the major framework and distribut of analyt applic includ hortonwork cloudera and mapr. by the middl of week one we introduc the hdf distribut and robust file system that is use in mani applic like hadoop and finish week one by explor the power mapreduc program model and how distribut oper system like yarn and meso support a flexibl and scalabl environ for big data analytics. in week two our cours introduc larg scale data storag and the difficulti and problem of consensu in enorm store that use quantiti of processor memori and disks. we discuss eventu consist acid and base and the consensu algorithm use in data center includ paxo and zookeeper. our cours present distribut key-valu store and in memori databas like redi use in data center for performance. next we present nosql databases. we visit hbase the scalabl low latenc databas that support databas oper in applic that use hadoop. then again we show how spark sql can program sql queri on huge data. we finish up week two with a present on distribut publish/subscrib system use kafka a distribut log messag system that is find wide use in connect big data and stream applic togeth to form complex systems. week three move to fast data real-tim stream and introduc storm technolog that is use wide in industri such as yahoo. we continu with spark stream lambda and kappa architectur and a present of the stream ecosystem. week four focus on graph process machin learn and deep learning. we introduc the idea of graph process and present pregel giraph and spark graphx. then we move to machin learn with exampl from mahout and spark. kmean naiv bay and fpm are given as examples. spark ml and mllib continu the theme of programm and applic construction. the last topic we cover in week four introduc deep learn technolog includ theano tensor flow cntk mxnet and caff on spark.mapreduc storm event processor hortonwork storag system apach hadoop distribut comput big data distribut databas cloud comput databas computer-sci computer-security-and-network

master data analysi in excelbeginnerimport the focu of thi cours is on math - specif data-analysi concept and method - not on excel for it own sake. we use excel to do our calcul and all math formula are given as excel spreadsheet but we do not attempt to cover excel macro visual basic pivot tabl or other intermediate-to-advanc excel functionality. thi cours will prepar you to design and implement realist predict model base on data. in the final project modul 6 you will assum the role of a busi data analyst for a bank and develop two differ predict model to determin which applic for credit card should be accept and which rejected. your first model will focu on minim default risk and your second on maxim bank profits. the two model should demonstr to you in a practic hands-on way the idea that your choic of busi metric drive your choic of an optim model. the second big idea thi cours seek to demonstr is that your data-analysi result cannot and should not aim to elimin all uncertainty. your role as a data-analyst is to reduc uncertainti for decision-mak by a financi valuabl increment while quantifi how much uncertainti remains. you will learn to calcul and appli to real-world exampl the most import uncertainti measur use in busi includ classif error rate entropi of inform and confid interv for linear regression. all the data you need is provid within the cours all assign are design to be done in ms excel and you will learn enough excel to complet all assignments. the cours will give you enough practic with excel to becom fluent in it most commonli use busi function and you�ll be readi to learn ani other excel function you might need in the futur modul 1. the cours doe not cover visual basic or pivot tabl and you will not need them to complet the assignments. all advanc concept are demonstr in individu excel spreadsheet templat that you can use to answer relev questions. you will emerg with substanti vocabulari and practic knowledg of how to appli busi data analysi method base on binari classif modul 2 inform theori and entropi measur modul 3 and linear regress modul 4 and 5 all use no softwar tool more complex than excel.prob statist classif analysi regress linear regress model linear microsoft excel gener statist data analysi data-sci data-analysi

first order optic system designadvancedthi cours can also be taken for academ credit as ecea 5600 part of cu boulder� master of scienc in electr engin degree. optic instrument are how we see the world from correct eyewear to medic endoscop to cell phone camera to orbit telescopes. when you finish thi cours you will be abl to design to first order such optic system with simpl mathemat and graphic techniques. thi first order design will allow you to develop the foundat need to begin all optic design as well as the intuit need to quickli address the feasibl of complic design dure brainstorm meetings. you will learn how to enter these design into an industry-standard design tool opticstudio by zemax to analyz and improv perform with power automat optim methods.opt algorithm physic system design system f system u system analysi conjug transpos fiber optic mir:ror mathemat optim physical-science-and-engin electrical-engin

academ discuss in englishintermediatethi is the third cours in the learn english advanc speak and listen specialization. in thi class you will learn about differ type of convers you will have in academ settings. you will also learn some strategi for help you understand other people' mean and for help you express yourself effectively. learner will record sever video of themselv particip in assign group discuss with their own friend and upload the video for peer feedback. while thi might seem intimid it will be a great opportun for you to practic and improv your discuss skills. pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.smooth colleg i-dea english languag critic think languag learn elabor strategi listen age language-learn learning-english

six sigma tool for improv and controladvancedthi cours will provid you will the tool necessari to complet the final compon of the analyz phase as well as the improv and control phase of the six sigma dmaic defin measur analyz improv and control process. thi cours is the final cours in the six sigma yellow belt specialization. you will learn about relationship from data use correl and regress as well as the differ hypothesi term in hypothesi testing. thi cours will provid you with tool and techniqu for improvement. you will also understand the import of a control plan as well as it key characterist for maintain process improvements. everi modul will includ read discuss lectur video and quizz to help make sure you understand the materi and concept that are studied. our appli curriculum is built around the latest handbook the certifi six sigma handbook 2nd edit and student will develop /learn the fundament of six sigma. registr includ onlin access to cours content project and resourc but doe not includ the companion text the certifi six sigma handbook 2nd edition. the companion text is not requir to complet the assignments. howev the text is a recogn handbook use by profession in the field. also it is a highli recommend text for those wish to move forward in six sigma and eventu gain certif from profession agenc such as american societi for qualiti asq.leadership and manag six sigma hypothesi process lean six sigma project statist hypothesi test process improv hypothesi test trigonometr integr busi business-essenti

ignit your everyday creativityadvancedcr is an essenti skill for the 21st centuri that is innat in all peopl and can be nurtured. we constantli need new and better idea for almost everi aspect of our profession and person lives. the goal of thi cours is to help you recogn develop and act upon the creativ that you alreadi possess. we will accomplish thi use three method b awar b inspir and b creative. upon complet of thi cours particip will recogn the inher creativ in yourself and others. identifi characterist of a creativ person that relat to yourself. develop creativ problem solv skill use the basic element of the creativ process. examin qualiti of a creativ environ in real world settings. evalu an idea use the creativ product criteria.memori public speak mind the time machin annoy brainstorm motiv speaker creativ everyday life thought personal-develop personal-develop

ethic technolog and engineeringadvancedther is an increas attent to ethic in engin practice. engin are suppos not onli to carri out their work compet and skil but also to be awar of the broader ethic and social implic of engin and to be abl to reflect on these. accord to the engin criteria 2000 of the accredit board for engin and technolog abet in the us engin must have �an understand of profession and ethic responsibility� and should "understand the impact of engin solut in a global and societ context.� thi cours provid an introduct to ethic in engin and technology. it help engin and student in engin to acquir the compet mention in the abet criteria or compar criteria formul in other countries. more specif thi cours help engin to acquir the follow moral compet - moral sensibl the abil to recogn social and ethic issu in engineering; - moral analysi skill the abil to analys moral problem in term of fact valu stakehold and their interests; - moral creativ the abil to think out differ option for action in the light of conflict moral valu and the relev facts; - moral judgement skill the abil to give a moral judgement on the basi of differ ethic theori or framework includ profession ethic and common sens morality; - moral decision-mak skill the abil to reflect on differ ethic theori and framework and to make a decis base on that reflection. with respect to these compet our focu is on the concret moral problem that engin encount in their profession practice. with the help of concret case is shown how the decis to develop a technolog as well as the process of design and product is inher moral. the attent of the learner is drawn toward the specif moral choic that engin face. in relat to these concret choic learner will encount differ reason for and against certain action and they will discov that these reason can be discussed. in thi way learner becom awar of the moral dimens of technolog and acquir the argument capac that are need in moral debat with stakehold e.g. govern user and commerci busi departments.principl reason precautionari principl accept risk assess virtu ethic arbitr civil engin disast physical-science-and-engin research-method

techniqu for teach adject and adject clausesadvancedthi is the second cours in the teach english intermedi grammar specialization. in thi cours you will learn how to effect teach adject adject phrase and adject claus to your students. you will learn what make thi grammar difficult for student and how to make it easier for them. you will also learn a varieti of activ and method for teach thi content in a fun and interest way. you will have opportun to practic the skill you learn by creat sampl assign and record short video of your teach demonstrations. thi cours is design for teacher or those want to becom teacher who have a solid understand of english grammar and want to improv their skill of teach that grammar to others. pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.teach apposit write adject reason h.e.a.r. grammar student' t-distribut discount i-dea language-learn learning-english

career plan your career your lifeadvancedar you satisfi with your career? where do you see yourself in the future? no matter where you are on your profession journey care plan will help you reach your goals. thi cours will help you adapt to rapidli evolv job market by enhanc your self-knowledg and confid to explor wider career opportunities. you will creat a career develop plan encompass your career goal skill and knowledg develop for your current and futur job and learn how to make the most of your strength talent and experience. you�ll receiv valuabl guidanc base on practic suggest theoret model and current empir evidence. via structur learn activ you will gain an appreci that career plan and manag is an ongo reward process of assess career ident set new learn goal and career vision and celebr accomplish as you develop.car develop career counsel commun design think benefit plan career experi person brand person advertis busi leadership-and-manag

data for machin learningbeginnerthi cours is all about data and how it is critic to the success of your appli machin learn model. complet thi cours will give learner the skill to understand the critic element of data in the learn train and oper phase understand bias and sourc of data implement techniqu to improv the gener of your model explain the consequ of overfit and identifi mitig measur implement appropri test and valid measures. demonstr how the accuraci of your model can be improv with thought featur engineering. explor the impact of the algorithm paramet on model strength to be success in thi cours you should have at least beginner-level background in python program e.g. be abl to read and code trace exist code be comfort with condit loop variabl list dictionari and arrays. you should have a basic understand of linear algebra vector notat and statist probabl distribut and mean/median/mode. thi is the third cours of the appli machin learn special brought to you by coursera and the alberta machin intellig institute.gener statist evalu deep learn a/ros plan analysi skew data analysi machin learn sourc data-sci machine-learn

fundament of audio and music engin part 1 music sound & electronicsintermediatein thi cours student learn the basic concept of acoust and electron and how they can appli to understand music sound and make music with electron instruments. topic includ sound wave music sound basic electron and applic of these basic principl in amplifi and speaker design.electron electron music audio engin sound design music port sound analysi guitar acoust physical-science-and-engin electrical-engin

deep learn in comput visionadvanceddeep learn ad a huge boost to the alreadi rapidli develop field of comput vision. with deep learn a lot of new applic of comput vision techniqu have been introduc and are now becom part of our everyday lives. these includ face recognit and index photo styliz or machin vision in self-driv cars. the goal of thi cours is to introduc student to comput vision start from basic and then turn to more modern deep learn models. we will cover both imag and video recognit includ imag classif and annot object recognit and imag search variou object detect techniqu motion estim object track in video human action recognit and final imag styliz edit and new imag generation. in cours project student will learn how to build face recognit and manipul system to understand the intern mechan of thi technolog probabl the most renown and often demonstr in movi and tv-show exampl of comput vision and ai. do you have technic problems? write to us coursera@hse.rucomput vision imag segment convolut neural network imag retriev deep learn video content analysi artifici neural network imag process face recognit object detect computer-sci algorithm

essenti design principl for tableaubeginnerin thi cours you will analyz and appli essenti design principl to your tableau visualizations. thi cours assum you understand the tool within tableau and have some knowledg of the fundament concept of data visualization. you will defin and examin the similar and differ of exploratori and explanatori analysi as well as begin to ask the right question about what� need in a visualization. you will assess how data and design work togeth includ how to choos the appropri visual represent for your data and the differ between effect and ineffect visuals. you will appli effect best practic design principl to your data visual and be abl to illustr exampl of strateg use of contrast to highlight import elements. you will evalu pre-attent attribut and whi they are import in visualizations. you will exam the import of use the "right" amount of color and in the right place and be abl to appli design principl to de-clutt your data visualization.principl tableau softwar softwar cognit load control chart exploratori data analysi outlier data visual clutter method of analyt tableaux data-sci data-analysi

kinet studi spacecraft motionadvanceda they tumbl through space object like spacecraft move in dynam ways. understand and predict the equat that repres that motion is critic to the safeti and efficaci of spacecraft mission development. kinet model the motion of spacecraft train your skill in topic like rigid bodi angular momentum and kinet energi express shown in a coordin frame agnost manner singl and dual rigid bodi system tumbl without the forc of extern torqu how differenti graviti across a rigid bodi is approxim to the first order to studi disturb in both the attitud and orbit motion and how these system chang when gener momentum exchang devic are introduced. after thi cours you will be abl to... *deriv from basic angular momentum formul the rotat equat of motion and predict and determin torque-fre motion equilibria and associ stabil * develop equat of motion for a rigid bodi with multipl spin compon and deriv and appli the graviti gradient torqu * appli the static stabil condit of a dual-spinn configur and predict chang as momentum exchang devic are introduc * deriv equat of motion for system in which variou momentum exchang devic are present pleas note thi is an advanc cours best suit for work engin or student with college-level knowledg in mathemat and physics.torqu frame linear spin angular appimag packag method approxim satellit semigroup action dynam system physical-science-and-engin physics-and-astronomi

intercultur managementbeginnerthi mooc explor differ aspect of intercultur manag includ team leadership human resourc manag market and negotiations. when you complet thi mooc you will have a richer understand of the concept of cultur and how cultur influenc the way that individu behave. you will also get a deeper knowledg about how cultur shape manag practic in intern organizations. we will introduc you to a number of expert in the field of intercultur manag who will discuss the challeng and the benefit of deal with employe on a global level. moreov we will share with you insight from our own research to illustr recent develop in the field of intercultur management. dure the mooc we will provid you with a varieti of concept and tool that empow you to success interact with peopl from other cultur to achiev your desir person and business-rel goals. pleas have a look at the teaser avail at https//www.youtube.com/watch?v=lvzeo6vjkital manag commun market intercultur compet cross-cultur commun negoti leadership and manag intercultur commun human resourc manag system global market busi leadership-and-manag

principl of corpor financ � a tale of valueadvancedth studi of corpor financ seem to be a veri gener part of busi education. still it either fall in the trap of intimid formula or is superfici journalistic. both extrem preclud the understand of the core financ idea concept and models. thi cours is an attempt to avoid the abov extremes. we discuss the core basi and mechan of modern corpor financ in a learner-friendli way. we will analyz the market� most fundament problem realiz the intrins interest and prefer of investor reveal the true mean of specif financi term and uncov import issu that are so often ignor in choos and valu invest projects. the learner will gain insight into the essenc of corpor finance. they will be abl to use the obtain knowledg and skill to success advanc in their career at a financi institut as well as in the area of financi manag at non-financi businesses.corpor bond rate of return financ matur financ cash flow expect return credit risk cost real option valuat principl busi financ

basic imag classif with tensorflowadvancedin thi 2-hour long project-bas cours you will learn the basic of use kera with tensorflow as it backend and use it to solv a basic imag classif problem. by the end of thi project you will have creat train and evalu a neural network model that will be abl to predict digit from hand-written imag with a high degre of accuracy. you also will have learn the fundament of neural network tensorflow and keras. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.front and back end statist classif digit imag process artifici neural network python program tensorflow machin learn natur languag process comput program kera data-sci machine-learn

american contract law iiintermediatecours descript contract i & ii provid a comprehens overview of contract law in the unit states. the cours cover most of the key concept found in a first year law school class. each lectur is base on one or more common-law case integr legal doctrin with polici discussions. the cours also cover key section from the uniform commerci code ucc which govern the sale of goods. by the end of the cours the learner should be abl to understand format defens how an otherwis valid contract can be void includ the statut of fraud mistak misrepresent duress unconscion and illegality. perform the scope and content of a contractu oblig includ condit the duti of good faith and the impractic defense. remedi the type of avail remedi for a breach of contract includ variou type of money damag and injunct relief.arbitr liquid law contract a breach secur exploit common law sleep mode void undu influenc faith social-sci law

databas manag essentialsadvanceddatabas manag essenti provid the foundat you need for a career in databas develop data wareh or busi intellig as well as for the entir data wareh for busi intellig specialization. in thi cours you will creat relat databas write sql statement to extract inform to satisfi busi report request creat entiti relationship diagram erd to design databas and analyz tabl design for excess redundancy. as you develop these skill you will use either oracl mysql or postgresql to execut sql statement and a databas diagram tool such as the er assist or visual paradigm to creat erds. we�v design thi cours to ensur a common foundat for special learners. everyon take the cours can jump right in with write sql statement in oracl mysql or postgresql.rel databas sql model databas design databas leadership and manag data model entiti relationship model mysql databas normal computer-sci software-develop

introduct to molecular spectroscopybeginnerth cours introduc the three key spectroscop method use by chemist and biochemist to analys the molecular and electron structur of atom and molecules. these are uv/vis infra-r ir and nuclear magnet reson nmr spectroscopies. the content is present use short focuss and interact screencast present accompani by form quizz to probe understand of the key concept presented. numer exercis are provid to facilit masteri of each topic. a uniqu virtual spectroscop laboratori is made avail to enabl student to measur and analys spectra online. assess is via summ quizz complet dure the cours period.interpret chemic engin analysi energi spin ultraviolet-vis spectroscopi medicin chemistri chemistri biochemistri physic physical-science-and-engin chemistri

trauma emerg and carebeginnerwelcom to trauma emerg and care. in thi cours you will learn about some of the mechan and physic of trauma on the human bodi and how thi can caus injury. you will continu to expand your new vocabulari with medic terminolog and learn how to describ the differ injuri you may see. you will also learn about the trauma system itself- and when it is import to transport patient to a trauma center. then we will dive into specif injuri base on what part of the bodi may be injured- or trauma by system. there are differ consider in the trauma patient depend on both how and where they are injured. and of course- you will learn your standard approach to a histori and physic exam of the trauma patient. final you will learn about someth that you hope to never encount mass casualti incid or mci�s. these are occurr where you may have multipl patient and there is an organ and specif approach as a provid in these circumstances.emerg injuri injuri first aid abdomen triag anatomi vital sign patient blast life-sci patient-car

ict in primari educ transform children' learn across the curriculumintermediatewhi and how are teacher integr ict inform and commun technolog into primari education? in thi cours we analys exampl from school in differ part of the world and bring profession teacher headteach and policymak togeth to share their best idea and inspir stories. the materi in the cours are base on studi carri out for the unesco institut of it in educ moscow. learn outcom to be awar of the rang of reason for use ict to critiqu the strategi for develop ict over time to analys the strength and weak of differ decision-mak mechan to becom familiar with a wider rang of use tool and resourc for integr ictpedagogi child psycholog innov profession develop educ psycholog child develop instruct design teach learn style educ social-sci educ

polit and econom of intern energyintermediateenergi issu have alway been import in intern relat but in recent year may have becom even more import than in the past due to the widespread awar of exist limit to energi sourc and neg climat impacts. the cours discuss global trend in energi consumpt and product variou avail scenario for potenti develop in the come decad the avail of oil reserv and the evolut of the oil industry. it then discuss natur ga and highlight the differ between oil and gas. it will also discuss renew energi sourc nuclear energi and eu energi policy. the cours aim at provid student whose main interest is in intern relat a background on energi resourc technolog and econom realiti to allow them to correctli interpret the polit impact of current developments. it also aim at provid student who alreadi have a technic background in energi scienc or engin with the broad global view of energi issu that will allow them to better understand the social econom and polit impact of their technic knowledge. about the instructor giacomo luciani scientif advisor for the master in intern energi at the pari school of intern affair psia scienc po giacomo luciani is also adjunct professor at the graduat institut of intern and develop studi geneva and director of the execut master in intern oil and ga leadership. for the period 2010-13 he wa appoint princeton univers global scholar attach to the woodrow wilson school and the depart of near eastern studies. hi research focus on the polit economi of the middl east and north africa and on global energi issues. recommend background the cours requir no special scientif mathemat or econom background; all key concept are clearli and elementarili explained. it is expect that it will be of interest to undergradu and graduat student in school where an equival cours is not offer thi be the case for the vast major of schools. uspc sorbonn pari cit� support by universit� sorbonn pari cit� idex investiss d'avenir fund by investiss d'avenir - 'anr. info cours content licenc creativ common by nc saenergi econom renew energi oil energi market energi global energi polici intern relat market econom econom social-sci econom

magic in the middl agesbeginnermag thought ha alway attract human imagination. in thi cours we will introduc you to the middl age through a wide concept of magic. student will have an approach to mediev cultur belief and practic from the perspect of histori and histori of science. popular magic as well as learn magic alchemi geomanc and necrom will be addressed. moreov we will also deal with how eastern practic and text influenc western culture. in juli 2016 the cours will contain a brand-new modul devot to astrology. magic in the middl age offer a captiv overview of mediev societi and promot reflect about certain stereotyp associ with thi period. at the end of the cours the student a will have overcom the usual prejudic about the middl age b will be abl to analyz histor document from the middl age and recogn the most common pattern of jurid document regard witchcraft and c will be capabl of distinguish between popular magic and the magic of the learn people; will have a notion of which spiritu practic were allow in mediev europ and which one were relat to the devil and will be awar of the link between a cultur product and the societi that produc it. thi cours is taught in english although subtitl in english catalan and spanish will also be provided. cours syllabu week 1. introduct to mediev magic pau castell. week 2. magic & heresi delfi i. nieto-isabel. week 3. from magic to witchcraft pau castell. week 4. magic in islam godefroid de callata� and s�bastien moureau. week 5. astrolog & geomanc theo loinaz delfi i. nieto-isabel godefroid de callata� and blanca villuendas. � gemma pellissa prade coord. delfi i. nieto-isabel and joana palau mumani magic in the middl age by gemma pellissa prade coord. delfi i. nieto-isabel and joana palau mumani is licens under a creativ common attribution-noncommercial-noderiv 4.0 intern license.middl east mytholog astrolog middl age astronomi religion analysi art histori age histori arts-and-human histori

3d art and audio pipelineadvancedwelcom to 3d art and audio pipelin the third cours in the uniti certifi programm special from uniti technologies. thi cours will help you prepar for the uniti certifi programm exam the profession certif for entri to mid-level uniti programmers. uniti is use to creat real-tim 3d applic for mani industri includ video game automot film train and more. in thi cours you will be challeng to solv realist uniti program problem that are align to topic cover on the exam. in the fourth cours you will build on the stealth applic start in cours 3. as a programm you work with artist and art asset and thi cours will challeng you with some basic art implement task as well as with modifi art and audio asset at runtime. for exampl you�ll implement a �red alert� mode of the game where the light will chang and an alarm will sound. final we�ll review the high level consider you would face to add network featur to thi app or to adapt it to a virtual realiti or augment realiti platform. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti programm or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi program interact applic in unity. you should be profici at program in the c# languag and familiar with unity' script apis. you should have experi in the full product develop lifecycl from concept to launch and beyond. and you should understand multi-platform develop includ deploy applic to xr ar and vr platforms.softwar engin softwar develop process reusabl augment realiti applic program interfac run time program lifecycl phase render comput graphic interfac visual design shader computer-sci software-develop

public polici challeng of the 21st centurybeginnerthi cours introduc class particip to the polit signific and societ consequ of challeng face u.s. and intern policymakers. it is design to help particip develop skill to analyz polici propos and advoc for their prefer option for issu on the public polici agenda ahead. the class assum basic knowledg about govern institut and democrat process while recommend supplement materi for further studi to complement read link provided. the cours focus on futur polici challeng while examin the broad histor context in which polici are adopt and implemented. as the cours evalu how issu are advanc by privat sector interest non-government organ and govern policymak it examin how group becom effect polici advocates. particular attent is paid to how win coalit are form and how issu frame shape the outcom of polici campaigns. the goal is neither to produc partisan talk point nor to favor one govern philosophi over others. rather it is to clarifi the public polici challeng ahead and to enhanc participants� understand of how polici option are adopt in the real world arena of contemporari politics.analysi leadership healthcar reform critic think public administr commun war polit scienc polici analysi intern relat social-sci governance-and-societi

system scienc and obesityintermediatesystem scienc ha been instrument in break new scientif ground in divers field such as meteorolog engin and decis analysis. howev it is just begin to impact public health. thi seminar is design to introduc student to basic tool of theori build and data analysi in system scienc and to appli those tool to better understand the obes epidem in human populations. there will also be a lab in which student will use a simpl demonstr model of food acquisit behavior use agent-bas model on standard free softwar netlogo. the central organ idea of the cours is to examin the obes epidem at a popul level as an emerg properti of complex nest system with attent to feedback process multilevel interact and the phenomenon of emergence. while the emphasi will be on obes the goal will be to explor way in which the system approach can be appli to other non-communic diseas both nation and internationally. topic will includ a the epidemiolog of obes across time and place b theori to explain popul obes c the role of environ and econom resourc in obes c basic concept and tool of system scienc d model energy-bal relat behavior in context e agent-bas model system dynam model and social network modelsagent-bas model system dynam food scienc netlogo stock and flow mathemat model diet and obes model obes social network life-sci public-health

modern robot cours 6 capston project mobil manipulationadvancedth capston project of the modern robot special is on mobil manipul simultan control the motion of a wheel mobil base and it robot arm to achiev a manipul task. thi project integr sever topic from the special includ trajectori plan odometri for mobil robot and feedback control. begin from the modern robot softwar librari provid to you written in python mathematica and matlab and softwar you have written for previou cours you will develop softwar to plan and control the motion of a mobil manipul to perform a pick and place task. you will test your softwar on the kuka youbot a mobil manipul consist of an omnidirect mecanum-wheel mobil base a 5-joint robot arm and a gripper. the state-of-the-art cross-platform v-rep robot simul will be use to simul the task.comput program jpeg simul robot control robot project feed forward control frame critic think industri robot physical-science-and-engin mechanical-engin

move to the cloudbeginnerth cloud is take busi by storm. in fact due to the extraordinari growth of the cloud it ha been describ as a tornado not a fluffi white float object! commerci research analyst consid cloud as one of the most signific trend with a potenti to chang the whole global it industry. govern includ those in the us britain and australia have cloud-first polici now in place which mandat cloud over non-cloud servic in ict procurement. but cio and other senior execut while it' on the major of their agenda aren't sure what it realli mean for their organis - how to leverag the benefit control the commerci manag the busi risk and adapt their organisations. while it is import to set requir negoti commerci term servic level agreement and price and sign the contract - it is also critic that we develop a clear plan for �move to the cloud� which realign our busi architectur organ and most importantli our people. thi cours provid the answer that manag must know to be success and realis the benefit �\twhere should i go cloud? �\twhat are the commercials? �\twhere is my leverage? �\thow do i realign my busi practic and architecture? �\thow do i gear up my peopl and structur my organisation? view the mooc promot video here http//tinyurl.com/hvtz2phadopt accentur chang manag leadership and manag cloud comput strategi model critic success factor project busi architectur busi business-strategi

appli data analyt in financeadvancedthi cours introduc an overview of financi analytics. you will learn whi when and how to appli financi analyt in real-world situations. you will explor techniqu to analyz time seri data and how to evalu the risk-reward trade off expound in modern portfolio theory. while most of the focu will be on the price return and risk of corpor stock the analyt techniqu can be leverag in other domains. final a short introduct to algorithm trade conclud the course. after complet thi cours you should be abl to understand time seri data creat forecast and determin the efficaci of the estimates. also you will be abl to creat a portfolio of asset use actual stock price data while optim risk and reward. understand financi data is an import skill as an analyst manag or consultant.mov averag analysi time seri analysi analyt financi analysi algorithm trade financ stationari process time seri effici frontier busi leadership-and-manag

introduct to ordinari differenti equationsbeginnerin thi introductori cours on ordinari differenti equat we first provid basic terminolog on the theori of differenti equat and then proceed to method of solv variou type of ordinari differenti equations. we handl first order differenti equat and then second order linear differenti equations. we also discuss some relat concret mathemat model problem which can be handl by the method introduc in thi course. the lectur is self contained. howev if necessari you may consult ani introductori level text on ordinari differenti equations. for exampl "elementari differenti equat and boundari valu problem by w. e. boyc and r. c. diprima from john wiley & sons" is a good sourc for further studi on the subject. the cours is mainli deliv through video lectures. at the end of each modul there will be a quiz consist of sever problem relat to the lectur of the week.factor homogen linear equat linear independ mathemat model ordinari differenti equat system of linear equat differenti equat spring problem solv linear equat math-and-log math-and-log

introduct to topic model for businessbeginnerin thi 2-hour long project-bas cours you will learn how to creat topic model from a given corpu relev to gain busi insights. topic model can be appli to busi report trend topic on social media platform or even review in e-commerc websit to extract latent theme associ with it. for illustr purpos the custom dataset to be use in thi project is built on articl concern with digit economy. assum that an entiti is interest to understand what doe the term mean and how the entiti could be benefit from it. the method to build a topic model will be divid into the follow step begin with data clean visual exploratori analysi with wordcloud prepar of corpu to build a topic model and final repres the theme with an interact visualization. thi project will lightli cover the basic conceptu framework of topic model as a text mine tool and where can it be use along with statist measur to estim the good of a topic model. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.top model project model machin learn analysi conceptu framework data analysi social media platform text mine e-commerc data-sci machine-learn

revolutionari idea util justic equal freedombeginnerwhat is the purpos of government? whi should we have a state? what kind of state should we have? even within a polit commun there may be sharp disagr about the role and purpos of government. some want an activ involv govern see legal and polit institut as the mean to solv our most press problem and to help bring about peac equal justic happi and to protect individu liberty. other want a more minim govern motiv perhap by some of the disastr polit experi of the 20th centuri and the thought that polit power is often just a step away from tyranny. in mani case these disagr aris out of deep philosoph disagreements. all polit and legal institut are built on foundat ideas. in thi cours we will explor those idea take the polit institut and polit system around us not as fix and unquestion but as thing to evalu and if necessari to change. we will consid the idea and argument of some of the world� most celebr philosoph includ histor thinker such as plato aristotl thoma hobb john lock immanuel kant mari wollstonecraft and john stuart mill; and more contemporari theorist such as elizabeth anderson isaiah berlin thoma christiano frantz fanon ami gutmann friedrich hayek robert nozick martha nussbaum juliu nyerer ayn rand john rawl peter singer and kok-chor tan. the aim of the cours is not to convinc you of the correct of ani particular view or polit posit but to provid you with a deeper and more philosophically-inform basi for your own view and perhap to help you better understand the view of those with whom you disagree.philosophi justic polit scienc human natur law happi anthropolog eudaimonia ethic john rawl arts-and-human philosophi

develop android app with app inventoradvancedth cours will give student hands-on experi in develop interest android applications. no previou experi in program is need and the cours is suitabl for student with ani level of comput experience. mit app inventor will be use in the course. it is a blocks-bas program tool that allow everyon even novic to start program and build fulli function app for android devices. student are encourag to use their own android devic for hands-on test and exploitation.us interfac android develop viewer app inventor for android applic develop java annot comput program web mobil develop googl map computer-sci mobile-and-web-develop

understand research methodsbeginnerthi mooc is about demystifi research and research methods. it will outlin the fundament of do research aim primarili but not exclus at the postgradu level. it place the student experi at the centr of our endeavour by engag learner in a rang of robust and challeng discuss and exercis befit soa univers of london' statu as a research-intens univers and it rich research heritage. the cours will appeal to those of you who requir an understand of research approach and skill and importantli an abil to deploy them in your studi or in your profession lives. in particular thi cours will aid those of you who have to conduct research as part of your postgradu studi but do not perhap have access to research method cours or for those of you who feel you would like addit support for self-improvement. no prior knowledg or experi in research is requir to take thi cours and as such the cours is for everyone. thi mooc draw on a wealth of exist cours materi develop to support research train across soa univers of london and particularli draw from the centr for intern studi and diplomaci cisd. in 2015 the cours wa nomin for the prestigi guardian univers award for it innov approach to onlin learning. particip in or complet of thi onlin cours will not confer academ credit for univers of london programmeshuman learn research method research design critic think time manag write leadership and manag qualit research plan methodolog physical-science-and-engin research-method

digit transform of megapolis from zero to #1 in un digit e-govern rankingadvancedthi cours will help you to navig ambigu in definit of "smart city". you can review success case and practic of differ approach to transform manag determin the potenti of your citi in the digit transform as well as find use practic advic on search for fund of variou digit project in your city. in addit lectur introduc you with format of smart citi structur and infrastructur from the officials� point of view. if you are alreadi an expert in the field of smart citi the cours will give you the opportun to assess your strength and to improv knowledg in thi field. you will gain addit skill in manag digit transform program with real exampl as well as you will be acquaint with commun method and market of govern projects.calibr smart citi rank e-procur program manag digit market project digit signatur internet of thing vote busi leadership-and-manag

introduct to comput programmingadvancedthi mooc provid you with the foundat skill set requir to write comput programs. if you are interest in learn how to write interact graphic program from an introductori level in a real program languag thi is the cours for you. you will begin by learn the basic of edit and run programs. then you will learn how to creat 2d graphic use shape and coordinates. final you will learn how to creat interact graphic that you can control with the mouse. you will even solv a set of interact puzzl use your code skill in the sleuth game which ha been creat especi for thi course. the cours use the javascript languag and the p5.j library.c program comput program node.j c++ interact program tool comput program javascript comput architectur calculu computer-sci software-develop

creativ toolkit i chang perspectivesadvancedthink and do the same thing faster and better is not enough; we need creativity. fortun creativ is a skill you can learn. thi cours will examin when whi and how we can be creative. it examin the cue that trigger us to consid be creative. it provid a road map of the creativ process � the process of chang our perspect � and the kind of outcom that result from creativity. it examin how we can go through the creativ process more effici and more effect by examin what is chang about our think and how we can make those changes. the end result is more flexibl think that can be use to recogn and develop new opportunities.persist combin employ thought process motiv innov creativ entrepreneurship materi busi entrepreneurship

autom reason symbol model checkingadvancedthi cours present how properti of act system and program can be verifi automatically. the basic notion is a transit system ani system that can be describ by state and steps. we present how in ctl comput tree logic properti like reachabl can be described. typic a state space may be veri large. one way to deal with thi is symbol model check a way in which set of state are repres symbolically. a fruit way to do so is by repres set of state by bdd binari decis diagrams. definit and basic properti of bdd are present in thi cours and also algorithm to comput them as they are need for do ctl model checking.verif and valid multipl recurs comput tree logic path variabl recurs deadlock binari decis diagram model checker algorithm formal verif computer-sci software-develop

lean softwar developmentadvancedwhil scrum and xp were transform the softwar develop industri there were anoth set of idea deriv from lean manufactur and six sigma that start to influenc softwar develop methods. these idea around lean softwar develop form the foundat of number of agil methods. in thi cours we will explor lean concept and cover some of the common lean method and techniqu like kanban valu stream map etc. in thi cours we will also learn techniqu like lean startup and design think that can help team learn about user and market need much faster and cheaper. as part of thi cours you will also appli the knowledg gain in thi cours to fiction case studies. these project will help you gain experi to confid appli these techniqu in real world. at the end of the cours you will be abl to appli lean techniqu / method to softwar development. you will also be abl to appli method to learn about your user and market need much faster and cheaper.process mobil develop softwar agil softwar develop valu stream map softwar develop process softwar test softwar engin scrum softwar develop lean softwar develop computer-sci software-develop

introduct to high-throughput materi developmentadvancedthi cours is an introduct to high-throughput experiment method that acceler the discoveri and develop of new materials. it is well recogn that the discoveri of new materi is the key to solv mani technolog problem face by industri and society. these problem includ energi product and util carbon captur tissu engin and sustain materi product among mani others. thi cours will introduc the learner to a remark new approach to materi discoveri and character high-throughput materi develop htmd. engin and scientist work in industri academ or govern will benefit from thi cours by develop an understand of how to appli one element of htmd high-throughput experiment method to real-world materi discoveri and character problems. intern lead faculti expert will provid a histor perspect on htmd describ prepar of �library� sampl that cover hundr or thousand of composit explain techniqu for character the librari to determin the structur and variou properti includ optic electron mechan chemic thermal and others. case studi in energi transport and biotechnolog are provid to illustr methodolog for metal ceram polym and composites. the georgia tech institut for materi imat develop thi cours in order to introduc a broad audienc to the essenti element of the materi genom initiative. other cours will be offer by georgia tech through coursera to concentr on integr i high-throughput experiment with ii model and simul and iii materi data scienc and informatics. after complet thi cours learner will be abl to �\tidentifi key event in the develop of high-throughput materi develop htmd �\tcommun the benefit of htmdwithin your organization. �\texplain what is meant by high throughput method both comput and experiment and their merit for materi discovery/development. �\tsummar the principl and method of high throughput creation/process of materi librari sampl that contain 100 to 1000 of smaller samples. �\tstate the principl and method for high-throughput character of structure. �\tstate the principl and method for high throughput properti measurements. �\tidentifi when high-throughput screen ht will be valuabl to a materi discoveri effort. �\tselect an appropri ht method for a properti measur of interest. �\tidentifi compani and organ work in thi field and use thi knowledg to select appropri partner for design and implement of ht efforts. �\tappli principl of experiment design librari synthesi and screen to solv a materi design challenge. �\tconceiv complet high-throughput strategi to obtain processing-structure-properti psp relationship for materi design and discovery.materi design materi chemic engin process strategi chromatographi biolog activ multiscal model high-throughput screen measur physical-science-and-engin chemistri

becom a javascript pro with these 7 skillsintermediatein thi 2-hour long project-bas cours you will gain hands-on experi with 7 essenti javascript topics. if you have some experi with javascript html css and object-ori program and want to elev your level of compet and be readi to solv real-world problem thi cours is for you! by the end of thi cours you will understand and be abl to appli 7 of the most import concept and skill in javascript.web applic web develop comput program mobil develop node.j paramet comput program web javascript css front and back end computer-sci mobile-and-web-develop

introduct to enterpris resiliencyadvancedresili is the abil to provid the requir capabl in the face of advers without signific impact. thi is not someth that just happen but rather must be thoroughli plan for and test includ 1. keep hardwar the oper system middlewar and applic up and run throughout plan and unplan outag 2. recov a site from an unplan event without data loss thi cours is intend for it manag it architect system programm and system oper professionals. it is a high-level cours that use ibm z architectur to demonstr these concepts. learner will be abl to earn their badg on success complet of thi course. more detail on thi link https//www.youracclaim.com/org/ibm/badge/introduction-to-enterprise-resiliencyappl layer interfac mainfram commun protocol oper system measur high avail internet protocol suit databas system imag information-technolog cloud-comput

app deploy debug and performanceconversantin thi cours applic develop learn how to design and develop cloud-n applic that seamlessli integr manag servic from googl cloud. through a combin of present demo and hands-on lab particip learn how to appli best practic for applic develop and use the appropri googl cloud storag servic for object storag relat data cach and analytics. learner can choos to complet lab in their favorit languag node.j java or python.\t � complet googl cloud platform fundament or have equival experi � work knowledg of node.j java or python � basic profici with command-lin tool and linux oper system environ � previou cours in the specializationstack trace cloud comput multicloud googl app engin perform debug dataflow stack abstract data type cloud platform googl cloud platform computer-sci software-develop

design your own trade strategi � culmin projectbeginnerin the culmin project you will develop new trade strategi evalu them use the tool learn in the cours integr them with the exist portfolio and also develop a plan to start a hedg fund.stock project strategi technolog strategi trade foreign exchang market trade strategi stock market financ strateg manag busi financ

the power of macroeconom econom principl in the real worldadvancedin thi cours you will learn all of the major principl of macroeconom normal taught in a quarter or semest cours to colleg undergradu or mba students. perhap more importantli you will also learn how to appli these principl to a wide varieti of situat in both your person and profession lives. in thi way the power of macroeconom will help you prosper in an increasingli competit and global environment. thi cours is also avail in portuguese. to join the fulli translat portugues version visit thi page https//www.coursera.org/learn/macroeconomia-pt/economi inflat debt microeconom polici analysi monetari polici govern debt trade econom govern budget balanc social-sci econom

surviv disrupt technolog (on demand)intermediateth purpos of thi cours is to help individu and organ surviv when confront with disrupt technolog that threaten their current way of life. we will look at a gener model of surviv and use it to analyz compani and industri that have fail or are close to failing. exampl of compani that have not surviv includ kodak a firm over 100 year old blockbust and borders. it is like that each of us ha done busi with all of these firm and today kodak and blockbust are in bankruptci and border ha been liquidated. disrupt are impact industri like education; coursera and other offer these massiv open onlin cours are a challeng for universities. in addit to firm that have fail we will look at some that have surviv and are do well. what are their strategi for survival? by highlight the reason for the declin of firm and industri particip can begin to understand how to keep the same thing from happen to them. through the studi of success organ we will tri to teas out approach to disrupt that actual work. our ultim object is to develop a strategi for surviv in a world confront one disrupt technolog after another.web threat e-commerc threat number spreadsheet newspap book demand plan social media old media busi leadership-and-manag

network in googl cloud defin and implement networksbeginnerthi self-pac train cours give particip broad studi of network option on googl cloud. through record lectur demonstr and hands-on lab particip explor and deploy googl cloud network technolog such as googl virtual privat cloud vpc network subnet and firewalls. the cours also cover access control to network share network and load balancing. to get the most out of thi cours particip should have *complet googl cloud fundament core infrastructur or have equival experi *prior understand of the osi 7-layer model *prior understand of ipv4 address *prior experi with manag ipv4 rout >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<network load balanc network interfac leadership and manag cloud platform network manag load balanc cloud comput subnetwork googl cloud platform load balanc comput information-technolog network

america' unwritten constitutionbeginneran introduct to basic techniqu of constitut interpretation.law causal i-dea histori at-wil employ write constitut american law interpret discuss interpret social-sci law

brand & content marketingintermediatebrand & content market is a ie univers cours for profession who want to learn how to produc memor content through qualiti storytelling. student will go through a learn process that will start with a deep understand of the term brand content and it main differ with tradit advertis simultan creat an effect story-lin through power values. the cours analys the product of qualiti journal and explor how to creat memor and long last connect with a given target audienc in a world of constant content surplus. it conclud with a deeper insight into the term of brand entertain give them the opportun to amplifi their knowledg about how to produc a good call to action and retain the audience' attention.brand content audienc market brand manag advertis storytel gamif brand journal content market arts-and-human histori

creat a googl video ad sequenc campaignadvancedin thi 2-hour long project-bas cours you will learn how to set up market goal and strategi creat a video campaign target to youtub and display creat a video ad sequenc to gener interact storymarket and storytel campaign by show a sequenc of interconnect video ad base on previou interact with the user. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.interact strategi budget storytel web interact storytel account project inventori onlin advertis busi market

sustain fashionbeginnersometim when we say we work with sustain fashion peopl look at us like... "mmmm is it realli possibl for someth like fashion to be sustainable?" and let' face it peopl are right be suspicious. if anyth the fashion industri ha becom increasingli unsustain over the last decad use more and more natur resourc and creat more and more waste. in thi cours we provid an overview of busi model theori and discuss busi model as essenti tool in the transform toward more sustain businesses. throughout the cours we will use busi model theori as a foundat to look at how real-world fashion brand are adopt more sustain way of do business. we will provid you with a rich opportun to examin their effort and consid strategi for your own organisation. hope you can also enlighten us with some local exampl in your own countri for us to discov togeth new way of deal with sustainability. by the end of the cours you have an understand of the overal challeng and potenti solut for busi to becom more sustainable. you will learn about the challeng and opportun of implement circular busi model and we will introduc variou tool that compani use to measur and report about sustainability. you will be abl to think about busi model theori in new way and appli strategi to manag busi model innov toward sustain practices. thi is a veri excit time to be work in the fashion industri so let' get started!brand sustain busi model canva economi entrepreneurship partnership circular economi sustain busi leadership and manag model busi business-strategi

manag employe compensationintermediatewheth you'r write paycheck or wonder where your come from thi cours is for you! we begin by ask "to succeed what kind of a person doe your organ need to attract retain and motivate?" from there we'll explain how to align your organization' object it pay philosophi and ultim the way it design and implement it salari structur short-term incent long-term incent and benefits. interest in learn more about the technic aspect of compens but don't know where to begin? we'll give an overview of key the key technic skill complianc with pay regul understand stock option shop for health insur and pension provid and design incent plans. lastli we'll discuss non-monetari method of motiv employees. upon complet the cours you should be abl to have an understand of compens both strateg and technically. learner will also gain introductori familiar with pay regul in the us.strategi human resourc resourc compens resourc manag compens strategi benefit compens and benefit employ leadership and manag busi business-essenti

pro tool basicsintermediateproduc music is an incred creativ process and know the tool of the trade is essenti in order to transmit the music idea in your head into the daw in a creativ and uninhibit way. whether you have use a comput to creat music befor or you have been curiou about product for year thi 4-week cours will give you an introductori look into the world of avid pro tool and pro tool first.audio engin human voic save sound design rel chang and differ video edit music instrument comput program sound guitar arts-and-human music-and-art

program for the internet of thing projectadvancedin thi capston cours you will design a microcontroller-bas embed system. as an option you can also build and test a system. the focu of your project will be to design the system so that it can be built on a low-cost budget for a real-world application. to complet thi project you'll need to use all the skill you'v learn in the cours program microcontrol system design interfac etc.. the project will includ some core requir but leav room for your creativ in how you approach the project. in the end you will produc a uniqu final project suitabl for showcas to futur potenti employers. note that for the three requir assign you do not need to purchas softwar and hardwar to complet thi course. there is an option fourth assign for student who wish to build and demonstr their system use an arduino or raspberri pi. pleas also note that thi cours doe not includ discuss forums. upon complet thi cours you will be abl to 1. write a requir specif document 2. creat a system-level design 3. explor design option 4. creat a test planinternet comput program internet of thing python program electr engin specif technic standard raspberri pi project arduino electron physical-science-and-engin electrical-engin

predict analyt for busi with h2o in rbeginnerthi is a hands-on guid project on predict analyt for busi with h2o in r. by the end of thi project you will be abl appli machin learn and predict analyt to solv a busi problem explain and describ automat machin learn perform automat machin learn automl with h2o in r. we will take a data-driven approach to predict the success of bank telemarketing. h2o' automl autom the process of train and tune a larg select of model allow the user to focu on other aspect of the data scienc and machin learn pipelin such as data pre-process featur engin and model deployment. to success complet the project we recommend that you have prior experi with program in r basic machin learn theori and have train ml model in r. we will not be explor how ani particular model work nor dive into the math behind them. instead we assum you have thi foundat knowledg and want to learn to use h2o in r for predict analytics. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.appli machin learn predict analyt label human resourc train model data analysi order pair microsoft excel machin learn data-sci machine-learn

sale managementadvancedlearn more about the skills-bas element of sell and the approach use by success sale organisations. by take thi introduct to sale manag cours you can learn the key skill need to be effect in sales. while use tradit sell tenet as it foundat and teach you the role of sale in everyday life thi cours adapt these concept to the rapidli chang world of busi includ the use of twitter linkedin facebook blog wiki and other interact way of connect with customers.sal strategi sale process engin sale manag market mix strategi salesforc organiz structur sale leadership and manag promot mix busi market

big histori - from the big bang until todaybeginnerwelcom to thi big histori course! in thi cours renown scientist and scholar from the univers of amsterdam and beyond will take you on a journey from the big bang until today while address key question in their fields. after complet thi journey you will have develop a better understand of how you and everyth around you becam the way they are today. you will also have gain an understand of the underli mechan that have help shape the histori of everyth and how they wil help shape the future. last but not least you will have develop the skill to use thi knowledg to put smaller subject into a bigger perspect with the aid of the littl big histori approach which can help you develop some new idea on these smaller subjects.nanorobot physic histori solar system causal astronomi evolut religion chemistri geolog physical-science-and-engin physics-and-astronomi

creat your first java project use jgraspbeginnerthi project provid a step-by-step approach in instruct and will equip you with fundament concept of java program from the ground up. use jgrasp develop environ you will creat a program that process detail that are a prerequisit for a cours you would like to enrol in. these detail are your name year of birth age hobbi and the averag score from three prerequisit courses. to be enrol for the cours you have to be older than 21 and you should also have attain a mark of at least 50 in each of the three previou courses. by creat thi project you will master the concept of use a class comment variabl input output oper and control flow in java programming. if you are a beginn and thi is your first cours in java program you will benefit from write a program from a blank sheet to a fulli function program. if you alreadi have program experi thi is an opportun to refresh your skill in java program by go back to basics. no matter your level you will be abl to appli the skill obtain from thi cours in real-lif program exercises. to provid you with support outsid the cours you will find a pool of addit note and exercis that you can tri at home. if you ever want to becom better at comput program use java by build on your fundament skill thi project is the right place to start!softwar project comput program java softwar platform softwar engin data type english languag entri point comput program javascript computer-sci software-develop

essenti for english speech and present ???????advancedstud must learn essenti knowledg and skill to deliv an impress english speech or present for academ purpos job hunt and busi occasions. global perspect and inter-cultur commun skill are taught here to facilit most chines english learners. ??????????????????????????????????????? ?????????????????????english languag present experi interview nonverb commun teach pedagogi speech commun chines languag personal-develop personal-develop

a life of happi and fulfillmentadvancedwhat are the determin of a happi and fulfil life? thi is sure one of life� biggest question and a question that ha interest mani of our ancestors. buddha famous gave up hi kingdom in search of happiness. sever greek philosoph from aristotl to epicuru and plato to socrat had their own view on what it take to be happy. and of cours we all have our own theori about happi too. how valid are our theories? until recent if you wish for an answer to thi question you would'v been forc to base it on discuss with spiritu leaders. or if you were lucki you could'v base it on late-night and perhap intoxicant-fuel convers with friend and family. happili all that ha chang now. over the past decade-and-a-half scientist have gotten into the act big time. we now have a pretti good idea of what it take to lead a happi and fulfil life. thi cours base on the award-win class offer both at the indian school of busi and at the mccomb school of busi at the univers of texa at austin develop by prof. raj raghunathan aka "dr. happy-smarts" draw content from a varieti of field includ psycholog neurosci and behavior decis theori to offer a test and practic recip for lead a life of happi and fulfillment. although not mandatori read prof. raj' forthcom book titl if you'r so smart whi aren't you happy? can help you review and assimil the materi cover in thi book at your leisure. for coursera learner alon the hardcov version of the book is avail for a deep discount of 50% plu ship and handling. you can order the hardcov for 50% off by write to aaron at aaron@800ceoread.com. pleas mention that you are a student of the "coursera happi course" in your email. the cours will featur guest appear by sever well-known thought leader includ - dan ari author of predict irrat and soon to be releas irrat your - ed diener �dr. happiness� - mihali csikszentmihalyi author of flow by take thi cours you will discov the answer to question such as - whi aren�t the smart-and-the-success as happi as they could�or should�b - what are the �7 deadli happi sins� that even the smart and the success commit? and - what are the �7 habit of the highli happy� and how can you implement them in your life? by the end of the cours i expect student who have been dilig with the lectur and exercis to not just gain a deeper understand of the scienc of happi but to also be significantli happier.psycholog happi intern control happi at work gratitud flow network mind medit compass intern life-sci psycholog

java program principl of softwar designconversantsolv real world problem with java use multipl classes. learn how to creat program solut that scale use java interfaces. recogn that softwar engin is more than write code - it also involv logic think and design. by the end of thi cours you will have written a program that analyz and sort earthquak data and develop a predict text generator. after complet thi cours you will be abl to 1. use sort appropri in solv problems; 2. develop class that implement the compar interface; 3. use time data to analyz empir performance; 4. break problem into multipl class each with their own methods; 5. determin if a class from the java api can be use in solv a particular problem; 6. implement program solut use multipl approach and recogn tradeoffs; 7. use object-ori concept includ interfac and abstract class when develop programs; 8. appropri hide implement decis so they are not visibl in public methods; and 9. recogn the limit of algorithm and java program in solv problems. 10. recogn standard java class and idiom includ exception-handl static method java.net and java.io packages.softwar design comput program abstract type java annot algorithm java program java softwar platform interfac softwar sort computer-sci software-develop

legal aspect of conduct busi in russiaadvancedthi cours is design for peopl who intend to perform busi in russia. the entrepreneur constantli function in the legal field creat hi enterpris acquir properti conclud transact interact with control and supervisori state bodi and bodi of the judici system. success of busi and fate of the entrepreneur himself depend on the choic of the form of entrepreneuri activ knowledg of hi or her right and oblig on the correct respons to legal and illeg action of employe of govern and management. that is whi knowledg of law and abil to use legal tool in order to achiev goal are import for an entrepreneur no less than knowledg in the field of econom financ and management. the cours give a gener overview on the most import issu such as russian polit legal and judici system foreign invest polici foreign trade most common form of legal presenc in russia for foreign investor regul on busi activ in russia etcinvest foreign direct invest bank intellectu properti justic limit liabil repres offic trade educ authoris capit busi business-essenti

lesson | get readi for the interviewnot calibratedthi lesson is part of a full cours speak english profession in person onlin & on the phone. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to - practic and prepar yourself for an interview - examin appropri bodi languag for interviewsonlin learn commun languag interview cultur japanes languag deep learn c++ onlin interview languag learn english languag language-learn learning-english

blockchain opportun analysisconversantin thi fourth and final cours of the special you will synthes your learn into a project deliver call a blockchain opportun analysis. the goal of thi cours are twofold one it� for you to identifi a specif need or problem in your chosen industri that can potenti be solv use blockchain technology. two it� for you to investig possibl solut to thi problem includ how these solut might be executed. you will accomplish differ project mileston each week and will be introduc to sever tool that entrepreneur use to organ their findings. throughout thi process you will hear from real-world practition who have hands-on experi in the blockchain ecosystem. addit by particip in thi cours you will gain access to our blockchain case commons�a crowdsourc collect of blockchain applic and use-cas span multipl industries. as an outcom of thi cours you�ll walk away with a consolid peer-review blockchain opportun analysi which you can use to pitch your idea to your organ or even to potenti investors.project competit econom insead industri analysi opportun identif use case market research market econom brainstorm blockchain busi business-strategi

build classroom commun use flipgridbeginnerbi the end of thi project you will be fluent in use flipgrid to connect your student as a commun and to celebr their work. you will also learn how to connect with other teacher and other class through activ on flipgrid. teach is constantli evolving. as we learn more about our student we uncov new way to ensur that they are not just learn - they are thriving. when we can connect our tech-savvi student to tech-connect learn while also provid greater visual appeal our student are more like to enjoy learning. flipgrid allow student to learn through connect with their peer - social media har for education! onc you are confid with use flipgrid you will be amaz at the learn opportun that arise. whi limit yourself to connect within your school? you could use flipgrid to connect with school and student all around the world. bring greater awar and interact to your classroom through flipgrid. the opportun are endless. flipgrid is �a simpl free and access video discuss experi for prek to phd educ learner and families.� *you will need a googl or microsoft account in order to access flipgrid. sign up for free befor start our project and you�ll be good to go!soci media busi famili experi entrepreneurship experi teach financ project mine parent social-sci educ

the entrepreneur' guid for beginnersbeginnerth entrepreneur' guid for beginn and is a cours creat in collabor with all catalan public univers and eit health and aim to be the start point for all those who want to improv their knowledg and skill in the world entrepreneurship. in thi cours you will be abl to identifi a busi opportun develop the busi model and the step to valid it and know the main mechan to find your business. in addit you will have the help of expert who will be there to help you resolv ani question that may aris dure the course. sign up!busi plan lean startup model fund option project entrepreneurship busi model canva methodolog plan employ busi entrepreneurship

homeland secur & cybersecur connect - it' not about the terroristsintermediatewelcom to cours 1 in cs4950 homeland secur and cybersecruity. in thi cours we examin the origin of homeland secur and it connect with cybersecurity. homeland secur is about safeguard the unit state from domest catastroph destruction. catastroph destruct come in two form natur and man-made. for most of histori the man-mad varieti came in the form of warfar and requir the combin resourc of a nation state. all that chang march 20th 1995. on that date member of a quasi-religi cult in japan attack the tokyo subway system use sarin gas. it wa the first deploy of a weapon of mass destruct my a non-stat actor. the power of destruct onc reserv to nation state wa now avail to small group even individuals. the incid wa a wake up call for govern around the world. defens establish design to keep rogu state in check were practic useless against non-stat actors. overnight the number of potenti enemi multipli a hundr mayb even a thousand-fold. in respons to the tokyo subway attack the unit state took measur to protect itself from wmd attack by non-stat actors. those measur were still be enact when the nation wa attack on 9/11. on septemb 11 2001 nineteen hijack inflict as much damag as the imperi japanes navi on decemb 7 1941. the investig 9/11 commiss note the attack for their "surpass disproportion". the hijack had achiev wmd effect without use wmd. they did thi by subvert the nation' transport infrastructur turn passeng jet into guid missiles. again the secur implic were profound. non-stat actor seek to inflict domest catastroph destruct did not need to import fabric or acquir wmd as the nation wa surround by the mean of it own destruct in the form of critic infrastructure. the vulner of critic infrastructur had not gone unnoticed. again in respons to the tokyo subway attack which themselv had been an attack on japanes infrastructur presid clinton in 1996 commiss a panel to investig the threat to unit states' infrastructure. the panel repli in 1997 that there wa no immedi threat to us infrastructur but they were concern with the grow risk of cyber attack. the same cyber physic system that fuel the explos growth of the internet were be incorpor into industri control system that underpin much of the nation' critic infrastructure. the panel note that the knowledg and skill necessari to mount a cyber attack on the nation' infrastructur wa growing. as a result of thi observ presid clinton in 1998 order the protect of us critic infrastructur especi from cyber attack. follow 9/11 critic infrastructur protect and cybersecur were design core mission in the 2002 homeland secur act establish the new depart of homeland security. they remain core mission to thi day but mani don't see the connection. the connect is thi cybersecur is essenti to critic infrastructur protect which is essenti to homeland secur which is about safeguard the unit state from domest catastroph destruction. i look forward to work with you in the come lessons. best wish and good luck! cours 1 homeland secur & cybersecur connect cours 2 cybersecur polici for water and electr infrastructur cours 3 cybersecur polici for aviat and internet infrastructur cours 4 homeland secur & cybersecur futurestrategi crime critic infrastructur protect resourc rel chang and differ secur failur continu function model system f social-sci governance-and-societi

3-axi machin with autodesk fusion 360intermediatea our machin geometri get more complic autodesk� fusion 360� is up to the task! with a host of standard and adapt toolpath we can rapidli remov materi from even the most complic 3d parts. in thi cours we explor how to rough and finish geometri that requir tool motion in x y and z simultan learn how to finish even the finest of details. we�ll wrap up thi cours by creat a full cnc program for a part simul it and export it to g-code. want to take your learn to the next level? complet the autodesk cad/cam for manufactur special and you�ll unlock an addit autodesk credenti as further recognit of your success! the autodesk credenti come with a digit badg and certif which you can add to your resum and share on social media platform like linkedin facebook and twitter. share your autodesk credenti can signal to hire manag that you�v got the right skill for the job and you�r up on the latest industri trend like gener design. enrol in the special here https//www.coursera.org/specializations/autodesk-cad-cam-manufacturingmechan engin represent state transfer rel chang and differ autodesk geometri autocad materi solid edg chemic engin computer-aid design physical-science-and-engin mechanical-engin

system valid (3) requir by modal formulasadvancedsystem valid is the field that studi the fundament of system commun and inform processing. it allow autom analysi base on behaviour model of a system to see if a system work correctly. we want to guarante that the system doe exactli what it is suppos to do. the techniqu put forward in system valid allow to prove the absenc of errors. it allow to design embed system behaviour that is structur sound and as a side effect enforc you to make the behaviour simpl and insightful. thi mean that the system are not onli behav correctli but are also much easier to maintain and adapt. �requir by modal formulas' is the third cours that show you how to specifi requir for the automata in order to establish the correct relat between the requir and the behaviour of the system. read material. j.f. groot and m.r. mousavi. model and analysi of commun systems. the mit press 2014.javascript logic modulo oper system v boolean algebra modal ?-calculu fixed-point combin c dynam memori alloc deadlock transit system computer-sci software-develop

media ethic & governanceintermediatemedia ethic and govern about thi cours thi cours explor some of the basic theori model and concept in the field of media ethics. we will introduc influenti ethic theori and perspect explor chang societ demand and expect of media creation and media use and we will elabor on exist ethic norm for media professionals. after follow thi cours you will be abl to reflect on ethic dilemma and develop a well-substanti argument for ethic decis make in a varieti of media-rel contexts. upon complet of thi cours student should �\thave knowledg of the histori and develop of perspect on media ethics; �\thave knowledg of the domin theoret approach and concepts; �\tbe abl to use thi knowledg to develop a well-substanti argumentationbia gener commun journal journal school stereotyp busi analyt human learn media studi ethic social-sci governance-and-societi

the manager' toolkit a practic guid to manag peopl at workbeginnerth aim of thi cours is to give you a practic guid to manag peopl at work. it doe not matter whether you are a first time manag in a shop or a middl manag in an offic environment; the same skill appli to everi work place. in the cours you will engag with some hr theori and then see how they translat into everi day work life. at the end of the cours we hope you will be better equip to choos a suitabl employe to motiv and apprais your team to manag conflict in the work place and to lead and make decis on a day to day basis.leadership and manag organiz conflict leadership human resourc conflict resolut perform apprais conflict manag interview perform manag perform busi leadership-and-manag

translat in practiceadvancedthi cours offer you basic but valuabl techniqu use by a good translat in the translat between english and chinese. we�ll discuss what is translat what is good translat and learn about how to produc good translations. all the exampl use in thi cours are taken from the cours instructor' own translat of variou genr and topic of writing. these exampl are elabor on to show you how to understand the idea style and tone of the writer the histor and cultur context of the write as well as the explicit and impli mean of word the grammat structur of sentenc and the logic of sentenc and paragraph in order to achiev faith express and eleg in the translation. after complet thi cours you will know what make a qualifi profession translat and acquir the abil and skill that such a translat needschines languag russian grammar write linguist translat oral interpret translat studi scientif write korean languag language-learn learning-english

foundat of teach for learn learner and learningintermediateth foundat of teach for learn programm is for anyon who is teach or who would like to teach in ani subject and ani context - be it at school at home or in the workplace. with dynam lesson taught by establish and respect profession from across the commonwealth thi eight cours programm will see you develop and strengthen your skill in teach profession assess and more. as you carri on through the programm you will find yourself strengthen not onli your skill but your connect with colleagu across the globe. a profession develop opportun not to be missed. the teacher� work becom meaning when it is inform by research and theori of learn and their relationship to actual practice. thi cours provid an opportun for you to identifi and understand students� expect and prior learning. enhanc your cours by join the commonwealth teach commun on our websit facebook and twitter.educ psycholog group work child psycholog differenti instruct parent multicultur educ child self-confid homework social-sci educ

chicken behaviour and welfarebeginnerthi cours explain the gener principl of chicken behaviour and welfar and the behaviour and physiolog indic that can be use to assess welfar in chicken kept in hobbi flock through to commerci farms. the focu is primarili on lay hen and meat chicken broiler although mani of the principl are relev to other type of poultry. the cours is like to be of interest to peopl who own chicken as pet or keep a small hobbi flock commerci egg and chicken meat produc veterinarian and vet nurses. learn object at the end of thi cours you will be abl to - - describ avian sensori percept and motiv - explain the main behaviour pattern of poultri - defin welfar and explain the base of welfar standard - assess chicken welfar use behaviour and physiolog mean - understand common welfar problem of chicken thi cours is taught by staff from scotland' rural colleg sruc univers of glasgow and st david' poultri team. you can follow us on twitter! #chickenmooc � univers of edinburgh and scotland' rural colleg 2016 cc bychicken behavior human learn anim poultri feather peck hous anim behavior feather chicken behavior life-sci animal-health

concurr program in javaintermediatethi cours teach learner industri profession and student the fundament concept of concurr program in the context of java 8. concurr program enabl develop to effici and correctli mediat the use of share resourc in parallel programs. by the end of thi cours you will learn how to use basic concurr construct in java such as thread lock critic section atom variabl isol actor optimist concurr and concurr collect as well as their theoret foundat e.g. progress guarante deadlock livelock starvat linearizability. whi take thi course? �\tit is import for you to be awar of the theoret foundat of concurr to avoid common but subtl program errors. �\tjava 8 ha modern mani of the concurr construct sinc the earli day of thread and locks. �\tdure the cours you will have onlin access to the instructor and mentor to get individu answer to your question post on the forums. �\teach of the four modul in the cours includ an assign mini-project that will provid you with the necessari hands-on experi to use the concept learn in the cours on your own after the cours ends. the desir learn outcom of thi cours are as follow �\tconcurr theori progress guarante deadlock livelock starvat lineariz �\tuse of thread and structured/unstructur lock in java �\tatom variabl and isol �\toptimist concurr and concurr collect in java e.g. concurr queue concurr hashmap �\tactor model in java masteri of these concept will enabl you to immedi appli them in the context of concurr java program and will also help you master other concurr program system that you may encount in the futur e.g. posix thread .net threads.optimist concurr control model concurr comput scienc parallel comput java softwar platform distribut comput java concurr comput program actor model concurr comput computer-sci software-develop

build machin learn pipelin in pyspark mllibbeginnerbi the end of thi project you will learn how to creat machin learn pipelin use python and spark free open-sourc program that you can download. you will learn how to load your dataset in spark and learn how to perform basic clean techniqu such as remov column with high miss valu and remov row with miss values. you will then creat a machin learn pipelin with a random forest regress model. you will use cross valid and paramet tune to select the best model from the pipeline. lastli you will evalu your model� perform use variou metrics. a pipelin in spark combin multipl execut step in the order of their execution. so rather than execut the step individu one can put them in a pipelin to streamlin the machin learn process. you can save thi pipelin share it with your colleagu and load it back again effortlessly. note you should have a gmail account which you will use to sign into googl colab. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.row train python program test set regress analysi perform regress model machin learn valid data-sci machine-learn

basic system program on ibm zadvancedth foundat knowledg for the posit of an ibm z/o system programm and system administr begin with thi third and final cours in the three cours profession certif track. thi cours provid hands-on lab to everyday z/o task with jcl je ishel and hf and z/osmf. topic cover includ vsam z/o system librari the languag environ gener data group raim db2 unix system servic and uss file system. on success complet of thi cours the learner are elig to claim the basic system program on ibm z badge. more inform can be found here https//www.youracclaim.com/org/ibm/badge/basic-system-programming-on-ibm-zfil system system program comput program gener mainfram languag shell comput ibm cobol applic layer applic servic provid information-technolog support-and-oper

python data analysisadvancedthi cours will continu the introduct to python program that start with python program essenti and python data representations. we'll learn about read store and process tabular data which are common tasks. we will also teach you about csv file and python' support for read and write them. csv file are a gener plain text file format that allow you to exchang tabular data between differ programs. these concept and skill will help you to further extend your python program knowledg and allow you to process more complex data. by the end of the cours you will be comfort work with tabular data in python. thi will extend your python program expertis enabl you to write a wider rang of script use python. thi cours use python 3. while most python program continu to use python 2 python 3 is the futur of the python program language. thi cours use basic desktop python develop environ allow you to run python program directli on your computer.data visual jpeg dict python program data analysi web scrape analysi nest comput program recurs computer-sci software-develop

disabl awar and supportbeginnerth goal of thi cours is to promot equal opportun and the full particip of student with disabl in higher educ by help particip advanc their awar of the mean of access in education. particip will gain compet and confid in work with student by focus on legisl univers design and assist technologies. thank you to abba bobbi husain quamar graduat student research in the depart of rehabilit scienc and technolog at the univers of pittsburgh for hi contribut to the course.docu educ plan critic think colleg disabl studi gratitud resourc fundrais special educ social-sci educ

modern art & ideasbeginnerwelcom to modern art & ideas! thi cours is design for anyon interest in learn more about modern and contemporari art. over the next five week you will look at art through a varieti of theme place & space art & ident transform everyday object and art & society. each week kick off with a video that connect work of art from the museum of modern art� collect to the theme. you will hear audio interview with artist design and curat and learn more about select work in the addit read and resources. throughout thi cours you will discov how artist -- repres place and take inspir from their environ -- creat work of art to express explor and question ident -- use everyday object to challeng assumpt about what constitut a work of art and how it should be made -- and respond to the social cultur and polit issu of their time through work of art. through the discuss forum prompt and peer review assign you will also have the opportun to connect with other learner and explor how these theme reson with your own life and experience.art histori histori analysi art direct observ art i-dea critic think creativ critic arts-and-human music-and-art

creat new bigqueri dataset and visual insightsconversantthi is the second cours in the data to insight specialization. here we will cover how to ingest new extern dataset into bigqueri and visual them with googl data studio. we will also cover intermedi sql concept like multi-t join and union which will allow you to analyz data across multipl data sources. note even if you have a background in sql there are bigqueri specif like handl queri cach and tabl wildcard that may be new to you. >>> by enrol in thi special you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<data visual cloud platform cloud comput sql join sql union sql sourc googl cloud platform extern bigqueri information-technolog data-manag

creat a mortgag payment calcul in googl sheetsbeginnerdur thi project we will be work togeth to creat a mortgag payment calcul in googl sheets. you will be abl to creat a mortgag payment calcul in googl sheets. you will learn how to creat formula to includ logic express dataset valu if counta pv and pmt. we will look at the equiti at 5-year and review five differ home loan options. thi is a great tool to use if you have plan to purchas a home in the futur and want to learn how much you can afford and if you have room to make addit payment how quickli you will payoff the mortgage. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.purchas futur valu well-form formula payment stock plan mortgag spreadsheet mortgag loan project busi business-strategi

deploy machin learn modelsbeginnerin thi cours we will learn about recommend system which we will studi for the capston project and also look at deploy issu for data products. by the end of thi cours you should be abl to implement a work recommend system e.g. to predict rate or gener list of relat product and you should understand the tool and techniqu requir to deploy such a work system on real-world large-scal datasets. thi cours is the final cours in the python data product for predict analyt special build on the previou three cours basic data process and visual design think and predict analyt for data product and meaning predict modeling. at each step in the special you will gain hands-on experi in data manipul and build your skill eventu culmin in a capston project encompass all the concept taught in the specialization.gradi descent mathemat optim euler' totient function big data machin learn gradient system u recommend system python program deep learn data-sci data-analysi

measur diseas in epidemiologyintermediateepidemiolog research is ubiquitous. even if you don�t realis it you come across epidemiolog studi and the impact of their find everi singl day. you have probabl heard that obes is increas in high incom countri or that malaria is kill million of peopl in low incom countries. it is common knowledg that smoke caus cancer and that physic activ is protect against heart disease. these fact may seem obviou today but it took decad of epidemiolog research to produc the necessari evidence. in thi cours you will learn the fundament tool of epidemiolog which are essenti to conduct such studi start with the measur use to describ the frequenc of a diseas or health-rel condition. you will also learn how to quantifi the strength of an associ and discuss the distinct between associ and causation. in the second half of the cours you will use thi knowledg to describ differ strategi for prevent identifi strength and weak of diagnost test and consid when a screen programm is appropriate.diseas risk measur attribut risk rel chang and differ causal risk-neutr measur health polici epidemiolog posit and neg predict valu life-sci public-health

creat a home afford worksheet in googl sheetsbeginnerdur thi project we will be work togeth to creat a home afford worksheet in googl sheets. you will learn how to creat formula to includ interest rate on multipl debt item and show the timelin it will take to payoff the debt. thi is a great tool to use if you have plan to purchas a home in the futur and want to learn how much you can afford. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.debt purchas project chart financ worksheet incom expens plan home directori busi business-strategi

lead chang in health informaticsintermediatedo you dream of be a cmio or a senior director of clinic informatics? if you are aim to rise up in the rank in your health system or look to pivot your career in the direct of big data and health it thi cours is made for you. you'll hear from expert at john hopkin about their experi har the power of big data in healthcar improv ehr adopt and separ out the hope vs hype when it come to digit medicine. whether you'r a nurs pharmacist physician other alli health profession or come from a non-clin background--y know that health informat skill are in demand. thi newli launch 5-cours special by johnshopkin faculti member provid a solid foundat for anyon want to becom a leader in one of the hottest field in healthcare. as health informatician we need to be veri clear in our understand of the current state as-i the futur state to-b and ani unintend consequ that can result from�our interventions. prior to introduc larg scale chang we need to assess whether a healthcare�organ is truli readi for change. thi involv take into account an organization' current cultur and values. success lead chang through health informat also requir strateg plan and care financi considerations. proper workflow redesign and a clear chang manag strategi are of utmost import when introduc new technolog and in ensur their success adopt and proper use.� by the end of thi cours student will becom familiar with exampl of success and fail attempt at chang in health informat and the reason for each. student will be arm with tool to help optim their chanc for success lead chang in their respect organizations.�strateg plan process map decis support system chang manag clinic decis support system oper manag project manag health informat leadership and manag informat life-sci health-informat

fit statist model to data with pythonbeginnerin thi cours we will expand our explor of statist infer techniqu by focus on the scienc and art of fit statist model to data. we will build on the concept present in the statist infer cours cours 2 to emphas the import of connect research question to our data analysi methods. we will also focu on variou model object includ make infer about relationship between variabl and gener predict for futur observations. thi cours will introduc and explor variou statist model techniqu includ linear regress logist regress gener linear model hierarch and mix effect or multilevel model and bayesian infer techniques. all techniqu will be illustr use a varieti of real data set and the cours will emphas differ model approach for differ type of data set depend on the studi design underli the data refer back to cours 1 understand and visual data with python. dure these lab-bas session learner will work through tutori focus on specif case studi to help solidifi the week� statist concept which will includ further deep dive into python librari includ statsmodel panda and seaborn. thi cours util the jupyt notebook environ within coursera.multilevel model linear model regress statist model comput program bayesian bayesian statist gener statist python program data-sci probability-and-statist

corpor strategyadvancedin thi cours you will learn how corpor creat captur and maintain valu go beyond the manag of a singl line of business. it is thu a complement to and should typic follow a cours on busi strategi which focus on develop and sustain competit advantag for a singl busi unit. here you will be abl to better understand and learn the tool to analyz and manag decis from a corporate-level perspect which emphas the manag of multipl busi and multipl stakeholders. exampl of such decis includ vertic integr diversif merger and acquisit strateg allianc intern expans global strategi corpor govern and corpor social responsibility. you will �\tunderstand how corpor creat and captur valu as multi-busi enterprises. �\tlearn tool and framework to assess choic regard corpor scope corpor transact and global strategy. �\tlearn to analyz complex busi situat and develop coher corpor strategies. �\tunderstand the role of corpor govern and stakehold manag in modern companies. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.merg & acquisit corpor govern leadership corpor social respons strateg leadership strategi corpor bond leadership and manag strateg manag busi strategi busi business-strategi

java program solv problem with softwareconversantlearn to code in java and improv your program and problem-solv skills. you will learn to design algorithm as well as develop and debug programs. use custom open-sourc class you will write program that access and transform imag websit and other type of data. at the end of the cours you will build a program that determin the popular of differ babi name in the us over time by analyz comma separ valu csv files. after complet thi cours you will be abl to 1. edit compil and run a java program; 2. use condit and loop in a java program; 3. use java api document in write programs. 4. debug a java program use the scientif method; 5. write a java method to solv a specif problem; 6. develop a set of test case as part of develop a program; 7. creat a class with multipl method that work togeth to solv a problem; and 8. use divide-and-conqu design techniqu for a program that use multipl methods.java softwar platform syntax java syntax softwar problem solv jpeg comput program algorithm languag java program computer-sci software-develop

fundament of reinforc learningbeginnerreinforc learn is a subfield of machin learn but is also a gener purpos formal for autom decision-mak and ai. thi cours introduc you to statist learn techniqu where an agent explicitli take action and interact with the world. understand the import and challeng of learn agent that make decis is of vital import today with more and more compani interest in interact agent and intellig decision-making. thi cours introduc you to the fundament of reinforc learning. when you finish thi cours you will - formal problem as markov decis process - understand basic explor method and the exploration/exploit tradeoff - understand valu function as a general-purpos tool for optim decision-mak - know how to implement dynam program as an effici solut approach to an industri control problem thi cours teach you the key concept of reinforc learn underli classic and modern algorithm in rl. after complet thi cours you will be abl to start use rl for real problem where you have or can specifi the mdp. thi is the first cours of the reinforc learn specialization.decis make polici evalu markov decis process bellman equat reinforc process comput program dynam program reinforc learn human learn data-sci machine-learn

learn object orient program with c++advancedin thi 1.5-hour long project-bas cours you will learn object orient program use c++ you will learn how to develop command line applic use c++ and you will be abl to realiz featur and advantag of oop over procedur orient programming. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.c++ comput program python program data type recurs enumer set object-ori program euler' totient function order pair command-lin interfac project computer-sci software-develop

principl of fmri 2intermediatefunct magnet reson imag fmri is the most wide use techniqu for investig the live function human brain as peopl perform task and experi mental states. it is a converg point for multidisciplinari work from mani disciplines. psychologist statistician physicist comput scientist neuroscientist medic research behavior scientist engin public health research biologist and other are come togeth to advanc our understand of the human mind and brain. thi cours cover the analysi of function magnet reson imag fmri data. it is a continu of the cours �principl of fmri part 1�.infer medic imag pattern recognit analysi principl experiment design path coeffici experi fmri neuroimag data-sci data-analysi

exploratori data analysi with python and pandasbeginnerin thi 2-hour long project-bas cours you will learn how to perform exploratori data analysi eda in python. you will use extern python packag such as panda numpi matplotlib seaborn etc. to conduct univari analysi bivari analysi correl analysi and identifi and handl duplicate/miss data. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.data analysi meta-analysi analysi exploratori data analysi panda data visual univari analysi python program project numpi data-sci data-analysi

popul health health & health behaviourintermediatein thi introduct cours on health and health behaviour you will learn about the fundament of health psychology. what role doe our behaviour our cognit and emot and our environ play in our health status? we�ll start with unravel health behavior and quit quickli put thi knowledg in the perspect of health care and deal with illness. we�ll look at what is need for peopl to cope with a diseas and to keep up their qualiti of life as good as possible. how peopl can be optim support in their healthcar process creat a collabor between care provid and patients. lastli we will see how all these piec of a puzzl can be use in creat actual intervent in healthcar and what is essenti to dissemin them in healthcar practice. by follow thi cours you'll get a better understand of whi we behav as we do and how thi knowledg can be optim use to improv health care!decis aid qualiti of life motiv interview digit health decis make share decision-mak self-determin theori popul patient interact life-sci psycholog

real-tim embed system theori and analysisadvancedthi cours provid an in-depth and full mathemat deriv and review of model for schedul polici and feasibl determin by hand and with rate monoton tool along with comparison to actual perform for real-tim schedul thread run on a nativ linux system. by the end of thi cours the learner will be abl to full deriv the fix prioriti rate monoton least upper bound for feasibl as well as justifi the rate monoton polici and will be abl to compar to dynam prioriti schedul includ earliest deadlin first and least laxiti policies. at the end of thi cours learner will be abl to fulli deriv and explain the math model for the rate monoton least upper bound as well as perform time diagram analysi for fix and dynam prioriti softwar services. tool to provid analysi will be learn cheddar to autom time analysi and to compar to actual performance. specif object includ ?\trate monoton theori complet math model ?\tdiffer between fix prioriti rate monoton polici and dynam prioriti earliest deadlin first and least laxiti polici ?\tschedul theori and practic write code for multi-frequ execut prioriti preemptiv rto servic and real-tim thread servic on tradit oper system linux ?\tbuild a simpl linux multi-servic system use posix real-tim extens on raspberri pi 3b use sequenc and method to log and verifi agreement between theori and practic ?\ttime diagram gener and analysi use cheddarrel chang and differ electr engin oper manag linux on embed system real-tim oper system augment assign error detect and correct embed linux type i and type ii error mathemat optim physical-science-and-engin electrical-engin

corpor & commerci law ii busi form financ & government regulationintermediatethi cours is the second cours in a two-part seri on corpor and commerci law. in thi part we focu on three main topic busi organ busi financ and government regulation. in the first modul we discuss the characterist of a number of the most common form of busi entiti such as corpor and llcs. modul two is devot to debtor-creditor relationship includ bank financ debt financ secur transact and bankruptcy. we wrap up the cours with two modul that focu on the most import aspect of government regul includ the process by which administr agenc make rule and the regul of anti-competit behavior and secur transactions.competit law bankruptci public offer initi public offer limit liabil busi law law corpor law debtor corpor bond busi business-essenti

geograph inform system - part 1advancedthi cours is organ into two part present the theoret and practic foundat of geograph inform system gis. - togeth these cours constitut an introduct to gi and requir no prior knowledge. - by follow thi introduct to gi you will quickli acquir the basic knowledg requir to creat spatial databas and produc high-qual map and cartograph representations. - thi is a practic cours and is base on free open-sourc softwar includ qgis. if you studi or work in the field of land manag or the analysi of geograph distribut object such as land use plan biolog public health ecolog or energi then thi cours is for you! in thi first part of the cours we will focu on the digit and the storag of geodata. in particular you will learn - to character spatial object and/or phenomena territori model with respect to their posit in space through coordin system project and spatial relationship and accord to their intrins natur object/vector mode vs. image/rast mode; - about the differ mean use to acquir spatial data; includ direct measur georeferenc imag digit exist data sourc etc.; - about the differ way in which geodata can be store - notabl file and relat databases; - how to use data model tool to describ and creat a spatial database; - to queri and analyz data use sql a common data manipul language. the second part of thi cours will focu on method of spatial analysi and geodata representation. in thi section you will learn - how to describ and quantifi the spatial properti of discret variabl for exampl through spatial autocorrelation; - to work with continu variables. in particular we will look at sampl strategi how to construct contour line and isovalu curv and we will explor differ interpol methods; - to use digit elev model and creat their deriv product i.e. slope orientation; - how to evalu the interact between differ type of geodata through overlay and interact techniques; - how to creat effect map base around the rule of graphic semiology; - final we will also explor other increasingli common form of spatial represent such as interact web-map and 3d representations. you can find an interact forum for cours particip on our facebook page https//www.facebook.com/moocsigcivil engin geograph inform system automat vector relat databas databas qgi urban plan data model topolog geolog physical-science-and-engin environmental-science-and-sustain

intro to time seri analysi in rbeginnerin thi 2 hour long project-bas cours you will learn the basic of time seri analysi in r. by the end of thi project you will understand the essenti theori for time seri analysi and have built each of the major model type autoregress move averag arma arima and decomposit on a real world data set to forecast the future. we will go over the essenti packag and function in r as well to make time seri analysi easy.analysi autocorrel time seri analysi time seri r program seri a round model time seri model time seri forecast project data-sci probability-and-statist

stochast processesintermediateth purpos of thi cours is to equip student with theoret knowledg and practic skill which are necessari for the analysi of stochast dynam system in econom engin and other fields. more precis the object are 1. studi of the basic concept of the theori of stochast processes; 2. introduct of the most import type of stochast processes; 3. studi of variou properti and characterist of processes; 4. studi of the method for describ and analyz complex stochast models. practic skill acquir dure the studi process 1. understand the most import type of stochast process poisson markov gaussian wiener process and other and abil of find the most appropri process for model in particular situat aris in econom engin and other fields; 2. understand the notion of ergod stationar stochast integration; applic of these term in context of financi mathematics; it is assum that the student are familiar with the basic of probabl theory. knowledg of the basic of mathemat statist is not requir but it simplifi the understand of thi course. the cours provid a necessari theoret basi for studi other cours in stochast such as financi mathemat quantit financ stochast model and the theori of jump - type processes. do you have technic problems? write to us coursera@hse.rul�vi process probabl theori probabl stochast calculu stochast calculu gaussian process markov chain process stochast process math-and-log math-and-log

financ for startup businessesintermediatethi cours will teach you how to manag a startup� financ strategi where you will learn how to build capit tabl or �cap tables� in excel. cap tabl will help you explor differ financ strategi for your startup compani and determin which financ decis are best for your entrepreneuri venture. you will also learn about innov in the digit space that allow new way to financ entrepreneuri ventures. these includ differ form of crowdfund and altern credit score mechan base on web-bas data. thi cours conclud with a modul featur cut edg research from duke university� fuqua school of busi on the financi technolog industry. in thi modul you will learn how financi technolog compani are disrupt the credit score industri by develop new method for credit score use consumers� digit footprints. in addit you will explor how financi technolog platform have introduc new experiment form of financ such as crowdfunding.ventur capit peer-to-p lend liquid capit tabl footprint credit digit footprint peer-to-p auction financ busi financ

a crash cours in data scienceconversantbi now you have definit heard about data scienc and big data. in thi one-week class we will provid a crash cours in what these term mean and how they play a role in success organizations. thi class is for anyon who want to learn what all the data scienc action is about includ those who will eventu need to manag data scientists. the goal is to get you up to speed as quickli as possibl on data scienc without all the fluff. we'v design thi cours to be as conveni as possibl without sacrif ani of the essentials. thi is a focus cours design to rapidli get you up to speed on the field of data science. our goal wa to make thi as conveni as possibl for you without sacrif ani essenti content. we'v left the technic inform asid so that you can focu on manag your team and move it forward. after complet thi cours you will know. 1. how to describ the role data scienc play in variou context 2. how statist machin learn and softwar engin play a role in data scienc 3. how to describ the structur of a data scienc project 4. know the key term and tool use by data scientist 5. how to identifi a success and an unsuccess data scienc project 3. the role of a data scienc manag cours cover imag by r2hox. creativ common by-sa https//flic.kr/p/gdmuhtanalysi machin learn softwar human learn data analysi gener statist exploratori data analysi leadership and manag softwar engin project data-sci data-analysi

audit ii the practic of auditingintermediatethi cours provid a continu of the intens conceptu and appli introduct to audit in societi begun in audit i conceptu foundat of auditing. it focus on a conceptu framework that is appli by audit profession to assess evalu and manag audit risk and evidence.audit risk base intern audit auditor' report analysi intern control manag assert strateg analysi sampl size determin sampl statist risk assess busi business-essenti

data visual and dashboard with excel and cognosbeginnerthi cours cover some of the first step in the develop of data visual with the util of spreadsheets. begin the process of turn your data into a stori by learn the differ tool of a spreadsheet such as the import pivot function and the abil to creat dashboards. explor the mani type of chart that are offer and learn how each one ha it own uniqu properti to transform your data. continu the cours and gain valuabl experi get familiar with the popular analyt tool ibm cogno analytics. by complet thi cours you will have a basic understand of spreadsheet and how they can be use as a data visual tool. you will gain the abil to effect creat data visual such as chart or graph and will begin to see how they play a key role in commun your data analysi findings. all of thi can be accomplish by learn the basic of data analysi with excel and ibm cogno analyt without have to write ani code. by the end of thi cours you will be abl to describ common dashboard tool use by a data analyst design and creat a dashboard in a cloud platform and begin to elev your confid level in creat intermedi level data visualizations. throughout thi cours you will encount 6 hands-on lab and a final project. with each lab gain hands-on experi with creat basic and advanc chart then continu through the cours and begin creat dashboard with spreadsheet and ibm cogno analytics. you will then end thi cours by creat a set of data visual with ibm cogno analyt and creat an interact dashboard that can be share with peer profession commun or perspect employers. thi cours doe not requir ani prior data analysi or comput scienc experience. all you need to get start is basic comput literaci high school level math access to a modern web browser such as chrome or firefox and the abil to creat a microsoft account to access excel for the web.data scienc busi analysi data visual physic busi analyt spss model sql python program spotfir data analysi data-sci data-analysi

speak to persuad motiv audienc with solid argument and move languageadvancedin the profession realm we need to be abl to argu without be argumentative. whether you are fundrais for a nonprofit pitch a busi propos or suggest a chang to compani polici you are make arguments. in make the case for your topic you often want to rais awar identifi a press problem discuss appropri solut and outlin specif step for the audience. to be persuas you must be clear the audienc may have littl to no exist knowledg you must be convinc you are tri to sway the audienc that your argument is valid and you must be compel you are tri to motiv the audienc enough so that they want to take specif actions. persuas speak thu requir clariti strategi topic masteri plu a sens of style and presence. by the end of thi cours you should be abl to design persuas speech that address problem and solut and that motiv audienc members. you should be abl to use rhetor style strateg and deliv passion and compel speeches. learner will record speech provid and receiv peer feedback.voic analysi public speak logo speech audienc imit languag thought persuas speech write personal-develop personal-develop

manageri econom and busi analysi capstoneconversantth capston project involv an in-depth analysi of an actual busi situat in which you will examin the global econom environ of a business. the final project will be a busi plan that use statist tool and econom theori to creat a comprehens analysi of the microeconom and macroeconom environ in which the focal compani operates. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.attract busi plan plan suppli chain busi analysi market econom competit index econom analysi busi business-essenti

fundament of financi plan with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. in thi cours you will begin to develop and optim your busi for growth by consid your cash flow cycl and examin the impact that thi can have on your success. you will hear from goldman sach 10 000 women alumni as they share the benefit of analyz their cash flow and explor exercis that will guid you through understand creat and interpret your cash flow forecast. you will develop essenti skill for predict your cash flow need for your business. by the end of the cours you will feel more confid predict futur financi challeng so that you can make strateg choic for your busi as it grows. to complet all the exercis in thi cours you will need to gather key financi inform from your business. if you need help understand your business� financ you can complet one of the other goldman sach 10 000 women cours �fundament of busi finance� to help you prepare. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.financi plan financ flow network cash flow forecast onlin learn forecast cash flow financi forecast evalu financi ratio busi entrepreneurship

the art of vocal productionintermediatethi cours address record vocal perform and the technolog use to highlight and support them in modern record product and mixes. most of us know that vocal serv as the focal point of modern record but mani do not know the tool use or when the tool are use best in modern record production. the cours begin with simpl vocal placement in a mix where you will also learn the fundament of compress and equalization. you�ll further studi delay and reverb befor move to advanc concept in audio edit synthet process automat & graphic pitch correct time compress time expans flex and elast audio. through analysi and/or hand on project that the student will post for peer review the student will gain an understand of the mani choic avail to modern record produc as they record and mix with a modern tool set. you�ll see in action the vocod auto-tun melodyn elast audio flex time vocalign tempo base edit and a host of other file modif protocol that are readili avail on most digit audio workstations. thi cours give student a thorough look at the expand choic that have risen in the art of vocal product as a result of these modern tools. the goal of the cours is to help interest novic understand the record they are listen to perform find an expand languag for their record voic and for vocal produc to be abl to creat music artist visual use singer as their paintbrushes.audio record audio engin music listen sound design ableton audio edit art sound human voic arts-and-human music-and-art

dino 101 dinosaur paleobiologybeginnerdino 101 dinosaur paleobiolog is a 12-lesson cours teach a comprehens overview of non-avian dinosaurs. topic cover anatomi eat locomot growth environment and behavior adapt origin and extinction. lesson are deliv from museum fossil-prepar lab and dig sites. estim workload 3-5 hrs/week.biodivers anatomi fossil paleontolog evolut critic think evolut of dinosaur paleobiolog geolog biolog life-sci basic-sci

master softwar develop in r capstoneadvancedr program capstoneproject map comput program euler' totient function write r program map data visual softwar packag data-sci data-analysi

deciph secret the illumin manuscript of mediev europebeginnerperhap no other relic of the european middl age captur our imagin more than illumin mediev manuscript or those document decor with imag and color pigments. serv as window unto a lost world of king ladi faith war and cultur they commun complex visual and textual narr of europe� collect cultur heritag and patrimony. in thi fashion illumin manuscript are dynam messag from our commun past that are still relev today in field like graphic design and typography. in thi seven-week cours student will explor the materi creation content and histor context of illumin mediev european manuscripts. student will acquir an introductori knowledg of their distinguish characterist their catalogu and period when they were creat the method util to produc them and their histor context and value. student achiev will be assess use not onli tradit multiple-choic quizz but more importantli will be evalu base on individu student projects. in their final project student will either 1 produc a board of comment imag about mediev manuscript or 2 prepar a physic manuscript use mediev methods. the best of these peer-evalu project will be post on the deciph secret websit which is our collect citizen scholarship web presenc that encourag and support our global citizen scholar appreci and contribut to transcript of mediev manuscripts. final we wish to highlight that thi cours is an excit intern collabor between the univers of colorado usa and universidad complutens madrid spain.pag layout decipher histori of the book process middl age primari sourc art histori inquiri page design histori arts-and-human histori

fundament of project plan and managementbeginnerproject are all around us. virtual everi organ run project either formal or informally. we are engag in project at home and at work. across set plan principl and execut methodolog can offer way in which project can be run more effect and efficiently. project manag provid organ and individu with the languag and the framework for scope project sequenc activ util resourc and minim risks. thi is an introductori cours on the key concept of plan and execut projects. we will identifi factor that lead to project success and learn how to plan analyz and manag projects. learner will be expos to state-of-the-art methodolog and to consid the challeng of variou type of projects. as a project manag institut pmi� regist educ provid the univers of virginia darden school of busi ha been approv by pmi to issu 12 profession develop unit pdu for thi cours which focus on core compet recogn by pmi. provid #2122project project plan risk project plan leadership and manag risk analysi analysi project manag risk manag plan busi business-essenti

advanc competit strategyadvancedadvanc competit strategi will introduc new topic and modul with even more real world exampl and opportun for student interact than in the previou cours competit strategi https//www.coursera.org/learn/competitivestrategy. in advanc competit strategi we will look at how compani can build up and maintain their custom base by increas switch cost and facilit strateg custom lock-ins. we will find out how firm can increas their profit by pursu suitabl price discrimin and product differenti strategies. we will look at exampl of what is accept behavior under the premis of eu competit and us antitrust polici and discov excit way of how compani can increas their return by strateg make use of network effect and economi of size. we will further intensifi our newli acquir knowledg about network effect and discuss strategi that are explicitli tailor to network markets. we will analyz the work of merger and acquisit and moreov support you in consid altern strategi that can help compani grow organically.pric discrimin leadership and manag merger & acquisit competit market econom strateg manag price switch barrier strategi busi strategi busi business-strategi

support parent of a newborn babybeginnerin thi cours you will learn some core compon in support parent of newborn babies. the support parent of newborn babi cours will teach you best practic for what to expect in the newborn exam and how to best support parent partner and other caregivers. thi cours examin post-partum depress earli bond and touch. thi cours introduc the import role of support partner and parent in vari household and what that support look like. with everi household as differ how can we effect provid support as partner father co-par grandpar and other guardians? as exampl what are special consider in adoption? we wrap the newborn babi care four cours special with a guest appear by a newborn babi and a live skill examin perform by cours instructor dr. mari kohn. a newborn babi is an amaz beauti life fill with hope. there is so much that goe into make sure that babi are born healthi and so much more to think about after they are born. whether you are in the health care field or even a parent thi cours is the perfect educ opportun for you to keep newborn babi healthi in the day and week after they are born!fath gauss markov theorem famili parent postpartum depress order pair postpartum period pregnanc parent symptom life-sci patient-car

price strategybeginnerpr is one of the most import but least understood market decisions. learn and practic concept techniqu and get to grip with the latest think on assess and formul price strategies. analyz how firm attempt to captur valu as well as profit in the revenu they earn. after thi cours you will be abl to contribut to the process of formul price strategi for your own product and servic or those of your firm. thi cours ha an addit focu on price dynam and the reaction to and by competitor take a highli pragmat approach and one that is directli applic to your day-to-day profession life. martin boehm - ie professor and dean of the busi school with over 10 year experi - will guid you through four modules. we begin with the import of price and how it ultim can affect the bottom line. then we move on to method to help you decid what is the optim price for your product; and then price discrimin - should all your product follow the same price strategi or should you differenti depend on the custom segment? final we look at price psycholog and how you can manipul custom in order to drive the highest possibl price for your product.discrimin price strategi psycholog price price market demand strategi consum behaviour price discrimin price elast of demand busi market

suppli market analysisbeginnerin thi cours you will learn some tool to evalu suppli market from a strateg level e.g. macro pestl to tactic level e.g. industri suppli market segment five forc suppli chain map to oper level supplier inform sourc swot financi analysi a total of seven "proven" tool will be provided. all of these tool will help you develop the right strategi reduc risk and make the "right" supplier decisions. requir read supplement video and a requir case with a peer group assess will help you increas your learnings.procur market econom financ categori manag purchas manag pest analysi suppli chain market analysi evalu leadership and manag busi leadership-and-manag

bitcoin and cryptocurr technologiesbeginnerto realli understand what is special about bitcoin we need to understand how it work at a technic level. we�ll address the import question about bitcoin such as how doe bitcoin work? what make bitcoin different? how secur are your bitcoins? how anonym are bitcoin users? what determin the price of bitcoins? can cryptocurr be regulated? what might the futur hold? after thi cours you�ll know everyth you need to be abl to separ fact from fiction when read claim about bitcoin and other cryptocurrencies. you�ll have the conceptu foundat you need to engin secur softwar that interact with the bitcoin network. and you�ll be abl to integr idea from bitcoin in your own projects. cours lectur arvind narayanan princeton univers all the featur of thi cours are avail for free. it doe not offer a certif upon completion.consensu decision-mak java program blockchain hash comput program bitcoin network cryptographi bitcoin java softwar platform cryptocurr computer-sci computer-security-and-network

julia scientif programmingintermediatethi four-modul cours introduc user to julia as a first language. julia is a high-level high-perform dynam program languag develop specif for scientif computing. thi languag will be particularli use for applic in physic chemistri astronomi engin data scienc bioinformat and mani more. as open sourc softwar you will alway have it avail throughout your work life. it can also be use from the command line program file or a new type of interfac known as a jupyt notebook which is freeli avail as a servic from juliabox.com. julia is design to address the requir of high-perform numer and scientif comput while also be effect for general-purpos programming. you will be abl to access all the avail processor and memori scrape data from anywher on the web and have it alway access through ani devic you care to use as long as it ha a browser. join us to discov new comput possibilities. let' get start on learn julia. by the end of the cours you will be abl to - programm use the julia languag by practis through assign - write your own simpl julia program from scratch - understand the advantag and capac of julia as a comput languag - work in jupyt notebook use the julia languag - use variou julia packag such as plot datafram and stat the cours is deliv through video lectur on-screen demonstr quizz and practic peer-review project design to give you an opportun to work with the packages.bioinformat comput program julia program languag languag fortran compartment model in epidemiolog number spreadsheet array array slice well-form formula data-sci data-analysi

teach english now! lesson design and assessmentbeginnerlearn will be introduc to design lesson plan base on principl and knowledg of learn object assess plan method materi and learn activities. learner will find and prepar appropri teach materi through care analysi adapt and creation of profession resources. learner will also reflect on the cohes between lesson design and teach philosophies.receiv lesson plan english languag plan human learn analysi teach languag resourc educ social-sci educ

creat advanc report with sa visual analyticsadvancedin thi cours you learn how to creat advanc data item filter and paramet in sa visual analytics.materi spss busi analyt analyt type i and type ii error googl analyt measur interact data item data analysi data-sci data-analysi

introduct to reinforc learn in pythonbeginnerin thi project-bas cours we will explor reinforc learn in python. reinforc learn or rl for short is differ from supervis learn method in that rather than be given correct exampl by human the ai find the correct answer for itself through a predefin framework of reward signals. in thi cours we will discuss theori and concept that are integr to rl such as the multi-arm bandit problem and it implic and how markov decis process can be leverag to find solutions. then we will implement code exampl in python of basic tempor differ algorithm and mont carlo techniques. final we implement an exampl of q-learn in python. i would encourag learner to experi with the tool and method discuss in thi course. the learner is highli encourag to experi beyond the scope of the course. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput program project experi reinforc learn reinforc python program algorithm integr supervis machin learn data-sci machine-learn

probabilist deep learn with tensorflow 2advancedwelcom to thi cours on probabilist deep learn with tensorflow! thi cours build on the foundat concept and skill for tensorflow taught in the first two cours in thi specialis and focus on the probabilist approach to deep learning. thi is an increasingli import area of deep learn that aim to quantifi the nois and uncertainti that is often present in real world datasets. thi is a crucial aspect when use deep learn model in applic such as autonom vehicl or medic diagnoses; we need the model to know what it doesn't know. you will learn how to develop probabilist model with tensorflow make particular use of the tensorflow probabl librari which is design to make it easi to combin probabilist model with deep learning. as such thi cours can also be view as an introduct to the tensorflow probabl library. you will learn how probabl distribut can be repres and incorpor into deep learn model in tensorflow includ bayesian neural network normalis flow and variat autoencoders. you will learn how to develop model for uncertainti quantif as well as gener model that can creat new sampl similar to those in the dataset such as imag of celebr faces. you will put concept that you learn about into practic straight away in practic hands-on code tutori which you will be guid through by a graduat teach assistant. in addit there is a seri of automat grade program assign for you to consolid your skills. at the end of the cours you will bring mani of the concept togeth in a capston project where you will develop a variat autoencod algorithm to produc a gener model of a synthet imag dataset that you will creat yourself. thi cours follow on from the previou two cours in the specialis get start with tensorflow 2 and customis your model with tensorflow 2. the addit prerequisit knowledg requir in order to be success in thi cours is a solid foundat in probabl and statistics. in particular it is assum that you are familiar with standard probabl distribut probabl densiti function and concept such as maximum likelihood estim chang of variabl formula for random variabl and the evid lower bound elbo use in variat inference.artifici neural network machin learn probabl t distribut variat bayesian method pytorch deep learn probabilist model tensorflow compil data-sci machine-learn

multiplatform mobil app develop with nativescriptadvancedthi cours focus on develop truli cross-platform nativ io and android app use nativescript ver 3.x. the framework use angular typescript or modern javascript to get truli nativ ui and perform while share skill and code with the web. you will learn about ui develop with nativescript ui and layout support and access the nativ mobil platform' capabl from javascript. you should have alreadi complet the bootstrap 4 and the angular cours in thi special befor proceed with thi course. at the end of thi cours you will be abl to a build mobil applic target multipl platform with a singl codebas b leverag your angular typescript and javascript skill and c use variou featur of the nativescript framework to build truli cross-platform mobil applicationsangular mobil app node.j web develop android develop javascript mobil develop react web framework web applic develop computer-sci mobile-and-web-develop

everyday chines medicineintermediatethi cours aim to serv as an educ platform on chines medicin cm for the gener public. our primari goal is to empow healthcar choic by promot awar and practic applic on cm diagnost and therapeut approach as well as regul on cm servic and herbal product use intern examples. in the first part of thi cours learner will develop skill in appli basic theori of chines medicin cm for understand health and ill and be abl to compar and contrast view from chines and western medicin perspectives. in the second part learner will be abl to diagnos their own cm bodi constitut and to appli appropri cm self-car practic includ food therapi acupressur baduanjin and meditation. learner will also be abl to identifi commonli use chines herb and to describ the core principl of acupuncture. specif compet includ 1. state the basic theori of chines medicin and compar it with the principl of western medicine. 2. appli the diagnost approach of chines medicin and describ one� bodi constitution. 3. describ the core principl of chines herb and acupunctur and to understand their role in promot health and wellness. 4. develop self-car plan accord to bodi constitut use the practic of food therapi acupressur and baduanjin.physiolog chines medicin spleen chines languag art therapi medicin diseas function medicin bodi fluid acupunctur life-sci basic-sci

roman architectureintermediateroman architectur is a cours for peopl who love to travel and want to discov the power of architectur to shape polit societi and culture.wal art histori histori architectur design opu audio format bath autoregress condit heteroskedast architectur histori architectur masonri arts-and-human histori

big data artifici intellig and ethicsbeginnerthi cours give you context and first-hand experi with the two major catalyz of the comput scienc revolut big data and artifici intelligence. with more than 99% of all mediat inform in digit format and with 98% of the world popul use digit technolog human produc an impress digit footprint. in theori thi provid unpreced opportun to understand and shape society. in practic the onli way thi inform delug can be process is through use the same digit technolog that produc it. data is the fuel but machin learn it the motor to extract remark new knowledg from vast amount of data. sinc an import part of thi data is about ourselv use algorithm in order to learn more about ourselv natur lead to ethic questions. therefor we cannot finish thi cours without also talk about research ethic and about some of the old and new line comput social scientist have to keep in mind. as hands-on lab you will use ibm watson� artifici intellig to extract the person of peopl from their digit text trace and you will experi the power and limit of machin learn by teach two teachabl machin from googl yourself.machin learn person case studi footprint big data ethic of artifici intellig comput social scienc ethic research ethic digit footprint data-sci data-analysi

principl of fmri 1beginnerfunct magnet reson imag fmri is the most wide use techniqu for investig the live function human brain as peopl perform task and experi mental states. it is a converg point for multidisciplinari work from mani disciplines. psychologist statistician physicist comput scientist neuroscientist medic research behavior scientist engin public health research biologist and other are come togeth to advanc our understand of the human mind and brain. thi cours cover the design acquisit and analysi of function magnet reson imag fmri data includ psycholog infer mr physic k space experiment design pre-process of fmri data as well as gener linear model glm�s. a book relat to the class can be found here https//leanpub.com/principlesoffmri.neuroimag analysi gener linear model gener statist fmri principl model statist analysi radiolog data acquisit data-sci data-analysi

analyz stock data use r and quantmod packagebeginnerin thi 1-hour long project-bas cours you will learn how to pull down stock data use the r quantmod package. you will also learn how to perform analyt and pass financi risk function to the data. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project stock rstudio graph euler' totient function random risk ggplot2 r program machin learn data-sci data-analysi

applic of health equiti research method for practic and policybeginnerintend for student who have complet the introduct to health equiti research cours and/or have previou experi work in thi area. thi cours will cover innov method practic tool and skill requir to conduct rigor health equiti research and translat evidence-bas strategi into practic and policy. cover topic rang from conceptu framework for stakehold engag and behavior intervent develop to adapt intervent for socially-at-risk popul and research method in healthcar servic and social epidemiology.interact statist health equiti determin of health social epidemiolog clinic trial behavior health care secur research health servic research clinic trial life-sci public-health

get your film off the groundadvancedthi cours is an introduct to mani of the possibl that exist to fund your film market it and creat an audienc for it. it will give you a sens of possibl option and avenu to explor and it will start you on the process of make your film dream a reality. the cours cover the grant research and write process for fiction film and documentari strategi for develop impact film websit best social media practic for filmmak and how to approach crowdfund and seek investors. through these experi you will be prepar to seek fund for your film and to build your own audienc through digit spaces.person brand brainstorm social media photographi social media platform feder grant in the unit state social media account write film video product arts-and-human music-and-art

build modern python applic on awsadvancedin modern cloud nativ applic develop it� oftentim the goal to build out serverless architectur that are scalabl are highli avail and are fulli managed. thi mean less oper overhead for you and your busi and more focus on the applic and busi specif project that differenti you in your marketplace. in thi cours we will be cover how to build a modern greenfield serverless backend on aws. build brand new applic on aw is a differ task than lift and shift exist applic into aws. when you have an exist applic that you need to move to aw you might first look to use amazon ec2 as your virtual machin or mayb you might look into use docker contain and contain host servic like amazon elast contain servic or amazon elast kubernet service. those are all great applic host option but in most case they still requir you to have some kind of puls on the underli infrastructur host your application. \t` build modern python applic on aw will explor how to build an api driven applic use amazon api gateway for serverless api host aw lambda for serverless comput and amazon cognito for serverless authentication. we will follow an api driven develop process and first mock up what the api will look like. we will cover all the in and out of the servic amazon api gateway and as you�ll learn- it doe a lot more than just host an api. then we will add authent to the api use amazon cognito. you�ll learn about how the author flow work with cognito and how to build it into your apis. from there we will add a lambda backend that will be trigger by api gateway. the lambda function will be use the aw sdk to perform variou data process tasks. you�ll learn about the differ configur that exist for lambda and we will show you how to creat and manag lambda functions. some of the featur of our api will requir multipl lambda function to execut in a specif order like a workflow and we will use aw step function to creat a serverless workflow. final we will talk about how to optim your api at everi layer use aw features. note there are three version of thi class "build modern node.j applic on aws" for node.j develop "build modern python applic on aws" for python develop and "build modern java applic on aws" for java developers. the cours do for a larg part overlap and in gener we recommend that you take the cours that focus on the sdk you plan to use to develop your aw cloud base applications. we expect that you have basic knowledg of aw already. some exampl of concept you should be familiar with are you should know the basic of the aw global infrastructur like what region and avail zone are. you also should know the at a high-level aw ident and access manag or iam and how it is use to control access to aw resources. you should also understand what an amazon ec2 instanc is what amazon s3 is what a vpc is as well as other basic aw terminology.amazon web servic event-driven architectur mathemat optim benefit applic program interfac kubernet euler' totient function serverless comput model http information-technolog cloud-comput

android graphic with opengl esintermediatethi cours will cover the fundament of opengl and opengl es in android. thi cours is uniqu becaus it cover the mechan of how opengl work and also more practic applic to draw 2d and 3d objects. thi is an ideal primer for more complex cours on vr and ar within android. we'll begin by cover the opengl pipelin and shade language. then we'll look at draw simpl 2d object and increasingli complic 3d object in opengl and opengl es. there are practic exercis throughout the cours to appli your understand and there is a summ project which can form part of your profession portfolio.shad render comput graphic opengl 2d comput graphic 3d comput graphic r&d manag comput graphic android develop three-dimension graph mobil develop computer-sci mobile-and-web-develop

sql joinsbeginnerin thi 1-hour long project-bas cours you will learn how to util mysql join in your queries. by the end of thi project you will creat a number of exampl that will develop your learn around join in sql. thi cours will enabl you to take your beginn knowledg of sql to the next level by enabl you to util joins. thu be abl to develop more complex queries. thi cours will provid student with the knowledg behind differ join that are avail in mysql languag such as inner join outer join and left join. thi project will take student through a number of exampl demonstr sql function base on a databas around a bookstore. you will gain an understand of these concept from the in-depth exampl provided.join sql project manag profession icaru project project manag bodi of knowledg project meta learn teach method tostan learn theori educ lesson plan computer-sci software-develop

the neuromarket toolboxbeginnerdo market research by ask peopl ha been a common method and doe still have advantages. on the other hand if you want insight into the non-consci interpret of a consumer� decis then you need other research tool in your research toolbox. neuromarket make use of such an extend toolbox contain both technic equip and way of do experiment research. the goal for thi cours is to give you an overview of thi fast develop toolbox rang from simpl web-camera to eye-track and to complic brain-scanners. the cours guid you through a contemporari literatur review give you insight into the last decad of develop within thi field of research.percept experi neuromarket heart rate anatomi eye track arous scan consum behaviour heart rate variabl busi market

servic transform lesson in u.s. veteran center careadvancedimprov health care for veteran ha becom a matter of nation attent and ha gain increas attent from the medic community. with the current surg of veteran reintegr into civilian societi it is critic to improv the train of the next cadr of provid who will provid care for our veterans. it is wide known that veteran receiv care in all aspect of the health system thu provid in veteran focus care facil militari health serv and civilian local must be awar of the uniqu need of veterans. it is perhap even more import to educ civilian provid who may be unfamiliar with the uniqu physic mental and emot need relat to militari service. cours audienc - all health profess learner exampl - medic student resid physician dental student - nurs student advanc practic nurs - social work pharmaci student as graduat level learner - as well as ani and all health profession interest in veteran-cent care what you will learn thi cours will provid learner the opportun to engag with materi to facilit their understand of the origin of academ medic center and veteran administr affili recogn and manag the influenc of bia class and power on the clinic encount and self-reflect on their bias that particularli affect u.s. militari veterans. thi cours also featur sever video clip from the acclaim documentari where soldier come from direct by heather courtney. the view express in thi cours are those of the author and do not necessarili reflect the posit or the polici of the depart of veteran affair or the u.s. government.health care medic histori self-awar militari traumat stress empathi determin of health posttraumat stress disord rel chang and differ patient life-sci patient-car

agil softwar developmentbeginnersoftwar industri is go crazi on agil methods. it is rapidli becom the choic for softwar develop where requir are unpredict or is expect to chang over time. thi cours will help you gain knowledg on what is agile? whi agil is better suit for these situations? we will also cover some of the most common agil framework like scrum and xp in depth. prerequisit you need basic knowledg of softwar develop process and softwar develop methodologies. after complet thi cours you will be abl to 1 demonstr the abil to particip effect in agil practices/process for softwar development. 2 explain the purpos behind common agil practices. 3 abil to appli agil principl and valu to a given situation. 4 abil to identifi and address most common problem encount in adopt agil methods. project you will also be given opportun to appli what you learn in thi course. you will be given fiction case studi where after studi the case studi you will have to exercis some of the practic techniqu etc that team member of an agil team member are expect to know.scrum softwar develop agil manifesto user stori extrem program softwar engin softwar agil manag leadership and manag agil softwar develop comput program computer-sci software-develop

do busi in russiaadvancedth aim of the cours is to provid an advanc knowledg and expertis of the contemporari russian busi environ and the latest strategi and practic requir to do success busi in russia. student will learn the peculiar of russian economi in the context of the develop of intern econom relat assess the role of russia in the global economi and trend in russian econom cooper with it main partner countri acquir the knowledg about russian busi cultur and featur of establish and promot busi on the russian market. strategi russian cost write averag market econom subsidi lectur foreign exchang market public relat

find hidden messag in dna (bioinformat i)advancednam a top 50 mooc of all time by class central! thi cours begin a seri of class illustr the power of comput in modern biology. pleas join us on the frontier of bioinformat to look for hidden messag in dna without ever need to put on a lab coat. in the first half of the cours we investig dna replic and ask the question where in the genom doe dna replic begin? we will see that we can answer thi question for mani bacteria use onli some straightforward algorithm to look for hidden messag in the genome. in the second half of the cours we examin a differ biolog question when we ask which dna pattern play the role of molecular clocks. the cell in your bodi manag to maintain a circadian rhythm but how is thi achiev on the level of dna? onc again we will see that by know which hidden messag to look for we can start to understand the amazingli complex languag of dna. perhap surprisingli we will appli random algorithm which roll dice and flip coin in order to solv problems. final you will get your hand dirti and appli exist softwar tool to find recur biolog motif within gene that are respons for help mycobacterium tuberculosi go "dormant" within a host for mani year befor caus an activ infection.genom algorithm comput program biolog dna motif search dna bioinformat comput biolog python program life-sci health-informat

chemic biologyintermediatechem biolog is a burgeon field that ha rapidli risen to prominence. thi surg of interest ha been fuell by chemic biology� applic to understand critic process in live cell or model organ in real time. thi success ha arisen becaus chemic biolog straddl a nexu between chemistri biolog and physics. thu chemic biolog can har rapid chemistri to observ or perturb biolog process that are in turn report use physic assay all in an otherwis unperturb live entity. although it boundari are endless the multidisciplinari natur of chemic biolog can make the field seem daunting; we beg to differ! here we deconstruct chemic biolog into it core compon and repackag the material. in the process we build up for each student a practic and theoret knowledg bank that will set these student on their way to understand and design their own chemic biolog experiments. we will discuss fluoresc as a gener languag use to read out biolog phenomena as divers as protein local membran tension surfac phenomena and enzym activity. we will proceed to discuss protein label strategi and fusion protein design. then we will discuss larger and larger scale chemic biolog mechan and screen efforts. highlight includ a larg amount of new data tailor in the lab video and a larg number of skill presenters.quantit structur activ relationship chemic engin chemistri molecular model nanorobot biorobot folding@hom adapt sampl chemic biolog molecular model physical-science-and-engin chemistri

adapt your leadership styleintermediatewhi are organis misbehaviour such as cynic apathi bulli and disengag increasingli preval in the workplace? thi cours examin these tension and how transform authent and inclus leadership style offer an altern to the more autocrat job-centr and control leadership style of the past. you�ll learn how the digit revolut along with an increas focu on project and teamwork ha dramat alter the percept of leadership in a way that now demand all organis member take on some form of self-leadership. and you�ll learn how thi chang is caus tension between tradit leader and the contemporari practic vital to maintain agil in today� ultra-competit marketplace. thi learn will be complement by structur activ such as video lectur quizz discuss prompt and written assessments.motiv leadership leadership style multicultur person organiz cultur leadership and manag leadership develop charisma efficaci busi leadership-and-manag

aw fundament go cloud-nativebeginnerthi cours will introduc you to amazon web servic aw core servic and infrastructure. through demonstr you'll learn how to use and configur aw servic to deploy and host a cloud-n application. earli in the cours your aw instructor will discuss how the aw cloud infrastructur is built walk you through amazon elast comput cloud amazon ec2 and amazon lightsail comput services. they'll also introduc you to network on aw includ how to set up amazon virtual public cloud vpc and differ cloud storag option includ amazon elast block storag eb amazon simpl storag servic s3 and amazon elast file servic efs. later in the cours you'll learn about aw databas servic such as amazon relat databas servic rd and amazon dynomodb. your instructor will also walk you through how to monitor and scale you applic on aw use amazon cloudwatch and amazon ec2 elast load balanc elb and auto scaling. lastli you'll learn about secur on aw as well as how to manag cost when use the aw cloud platform. in thi cours you won't be requir to complet hands-on exercis but we strongli suggest you take advantag of the aw free tier to follow along as the instructor demonstr the aw services. class forum will also allow you to ask question and interact with aw train instructors. after complet thi cours you'll have the basic fundament to get start on aws. thi cours ha been develop by aw and is deliv by aw technic instructor who teach cloud comput cours around the globe.databas amazon elast comput cloud amazon dynamodb load balanc amazon web servic web secur cloud storag web servic cloud comput information-technolog cloud-comput

explor in confucian philosophyadvancedi confucian synonym with chines culture? while it may be an overstat to equat the two there is littl doubt that confucian pervad everi level of chines cultur and society. to be sure other tradit such as daoism and buddhism have also left an indel mark; nevertheless confucian remain central to the shape of the chines imagination. the influenc of confucian extend beyond china to east asia and through migrat and cultur diffus other part of the world. confucian trace it origin to the teach of confucius. what make confuciu so special and what did he teach? thi cours will explor some of the key concept in confucian philosophy. much of the discuss will centr on the analect of confuciu the foundat text of confucian wisdom although attent will also be given to the subsequ unfold of the confucian tradition. we will attempt to situat confucian philosophi in it own context and to bring out it contemporari significance. confucian is a live tradition. it vital hing on not onli it continu relev in chines societi but also it contribut to meet the global challeng confront the world today. there are no prerequisit for thi cours other than a keen interest in chines tradit and cultur and the willing to engag the analect of confucius.histori chines languag intellectu philosophi renov interpret human natur ethic harmoni cultur arts-and-human philosophi

strateg leadership and manag capstoneadvancedth capston is a strateg leadership and manag plan where you�ll appli what you will learn to an actual busi situat with particip by one or more focal companies. the deliver will be design to creat valu from the perspect of potenti employ while achiev pedagog and experienti goal for learners. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.leadership cultur busi administr psycholog price leadership and manag case studi strateg manag organiz cultur influenc system think busi leadership-and-manag

how to chang the worldadvancedhow can we use the thing we share in common to address some of the most challeng problem face the world? thi cours examin issu concern poverti the environ technolog health care gender educ and activ to help us understand better how to initi posit change.writ astrolog human learn climat chang polit scienc technolog fix social entrepreneurship social justic comedi power polit arts-and-human philosophi

supervis learn regressionadvancedthi cours introduc you to one of the main type of model famili of supervis machin learn regression. you will learn how to train regress model to predict continu outcom and how to use error metric to compar across differ models. thi cours also walk you through best practic includ train and test split and regular techniques. by the end of thi cours you should be abl to differenti use and applic of classif and regress in the context of supervis machin learning� describ and use linear regress model use a varieti of error metric to compar and select a linear regress model that best suit your data articul whi regular may help prevent overfit use regular regress ridg lasso and elast net � who should take thi course? thi cours target aspir data scientist interest in acquir hands-on experience� with supervis machin learn regress techniqu in a busi setting. � what skill should you have? to make the most out of thi cours you should have familiar with program on a python develop environ as well as fundament understand of data clean exploratori data analysi calculu linear algebra probabl and statistics.regress earli stop valid set mathemat logist regress comput scienc supervis learn scatterplot smooth machin learn line fit data-sci machine-learn

lesson | busi english skill how to navig tone formal and direct in emailsintermediatethi lesson is part of a full cours busi english networking. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to - distinguish between formal and inform languag - distinguish between direct and indirect languag - choos the appropri tone base on your relationship with your recipi the context and requestenglish grammar busi relationship manag commun email email write contract draft law and manag english languag leadership and manag law language-learn learning-english

introduct to intel� distribut of openvino� toolkit for comput vision applicationsbeginnerwelcom to the introduct to intel� distribut of openvino� toolkit for comput vision applic course! thi cours provid easi access to the fundament concept of the intel distribut of openvino toolkit. throughout thi cours you will be introduc to demo showcas the capabl of thi toolkit. with the skill you acquir from thi cours you will be abl to describ the valu of tool and util provid in the intel distribut of openvino toolkit such as the model download model optim and infer engine. who thi class is for thi cours is intend for learner with no prior experi with comput vision although previou knowledg is helpful. thi cours is ideal for anyon interest in learn more about core concept of comput vision applic and the intel distribut of openvino toolkit. estim workload you should expect to alloc about 3 hour to complet thi course. learner pre-requisit no prior knowledg of comput vision is necessari although previou experi is helpful.comput vision model student residu speedup graphic process unit order pair deep learn recurs enumer set chi-squar distribut infer computer-sci software-develop

multi-axi cnc toolpathsbeginnercomput numer control machin or cnc for short can have a nearli endless number of options. most machin today control tool motion in 3-ax x y and z but can be upgrad to includ a 4th or 5th axi as well a and b. addit there are mani machin on the market that are alreadi 5-axi capable. the good news is that autodesk� fusion 360� ha you cover if you need to control multi-axi posit or simultan motion in all 5 axe at once! want to take your learn to the next level? complet the autodesk cad/cam for manufactur special and you�ll unlock an addit autodesk credenti as further recognit of your success! the autodesk credenti come with a digit badg and certif which you can add to your resum and share on social media platform like linkedin facebook and twitter. share your autodesk credenti can signal to hire manag that you�v got the right skill for the job and you�r up on the latest industri trend like gener design. enrol in the special here https//www.coursera.org/specializations/autodesk-cad-cam-manufacturingoper manag rel chang and differ combin autodesk mechan engin chemic engin geometri autocad computer-aid design 2.5d physical-science-and-engin mechanical-engin

machin learn with big databeginnerw to make sens of the volum of data you have collected? need to incorpor data-driven decis into your process? thi cours provid an overview of machin learn techniqu to explor analyz and leverag data. you will be introduc to tool and algorithm you can use to creat machin learn model that learn from data and to scale those model up to big data problems. at the end of the cours you will be abl to �\tdesign an approach to leverag data use the step in the machin learn process. �\tappli machin learn techniqu to explor and prepar data for modeling. �\tidentifi the type of machin learn problem in order to appli the appropri set of techniques. �\tconstruct model that learn from data use wide avail open sourc tools. �\tanalyz big data problem use scalabl machin learn algorithm on spark. softwar requir cloudera vm knime sparkstatist classif knime data cluster algorithm human learn analysi algorithm apach spark cluster analysi machin learn apach data-sci machine-learn

comput vision - object detect with opencv and pythonbeginnerin thi 1-hour long project-bas cours you will learn how to do comput vision object detect from imag and videos. at the end of the project you'll have learn how to detect face eye and a combin of them both from imag how to detect peopl walk and car move from video and final how to detect a car' plate. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should have a fundament knowledg of python and opencv. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.object detect python program tensorflow face recognit machin learn comput vision comput program opencv project cloud comput data-sci machine-learn

new technolog for busi leadersintermediatethi introductori cours is develop for high level busi peopl and those on their way who want a broad understand of new inform technolog and understand their potenti for busi function e.g. market suppli chang manag finance. thi is not a cours for peopl look for guidanc on how to becom a deep technic expert or implement these technologies. from blockchain over artifici intellig to virtual realiti technolog thi cours will empow busi leader to embrac the concept and bring the state of the art inform technolog into their organ to improv client and custom engag and ultim the bottom line of their businesses. instead of digit disrupt the new technolog and manag method will becom the foundat of a digit transform journey for better custom relationship manag and client satisfaction. the content is structur in a way that promot discuss on challeng that busi manag and market function face due to the rise of new technolog such blockchain cryptocurr internet of thing iot virtual mix and augment realiti vr/ar artifici intellig ai and big data. thi cours will use case studi to explor framework tool and strategi that are alreadi proven in the real world and prepar ourselv and our organ to have the tool need to succeed in a fast and chang world. thi cours is not a deep technic curriculum but base on thousand of hour help often c-level execut to grasp the technologies' potenti in their own area of expertise. thi cours is avail in english.custom engag bitcoin augment realiti cryptocurr busi oper blockchain internet of thing market mix realiti leadership busi market

build a modern comput from first principl nand to tetri part ii (project-cent course)advancedin thi project-cent cours you will build a modern softwar hierarchi design to enabl the translat and execut of object-bas high-level languag on a bare-bon comput hardwar platform. in particular you will implement a virtual machin and a compil for a simpl java-lik program languag and you will develop a basic oper system that close gap between the high-level languag and the underli hardwar platform. in the process you will gain a deep hands-on understand of numer topic in appli comput scienc e.g. stack process pars code gener and classic algorithm and data structur for memori manag vector graphic input-output handl and variou other topic that lie at the veri core of everi modern comput system. thi is a self-contain cours all the knowledg necessari to succeed in the cours and build the variou system will be given as part of the learn experience. the onli prerequisit is knowledg of program at the level acquir in introduct to comput scienc courses. all the softwar tool and materi that are necessari to complet the cours will be suppli freeli after you enrol in the course. thi cours is accompani by the textbook "the element of comput systems" nisan and schocken mit press. while not requir for take the cours the book provid a conveni coverag of all the cours topics. the book is avail in either hardcopi or ebook form and mit press is offer a 30% discount off the cover price by use the discount code mntt30 at https//mitpress.mit.edu/books/elements-computing-systems. the cours consist of six modul each compris a seri of video lectur and a project. you will need about 2-3 hour to watch each module' lectur and about 15 hour to complet each one of the six projects. the cours can be complet in six week but you are welcom to take it at your own pace. you can watch a ted talk about thi cours by googl "nand2tetri ted talk". *about project-cent cours project-cent cours are design to help you complet a person meaning real-world project with your instructor and a commun of learner with similar goal provid guidanc and suggest along the way. by activ appli new concept as you learn you�ll master the cours content more efficiently; you�ll also get a head start on use the skill you gain to make posit chang in your life and career. when you complet the cours you�ll have a finish project that you�ll be proud to use and share.comput architectur oper system languag compil construct memori architectur compil virtual machin comput program assembl languag computer-sci software-develop

java program array list and structur databeginnerbuild on the softwar engin skill you learn in �java program solv problem with software� by learn new data structures. use these data structur to build more complex program that use java� object-ori features. at the end of the cours you will write an encrypt program and a program to break your encrypt algorithm. after complet thi cours you will be abl to 1. read and write data from/to files; 2. solv problem involv data files; 3. perform quantit analys of data e.g. find maximum minimum averages; 4. store and manipul data in an array or arraylist; 5. combin multipl class to solv larger problems; 6. use iter and collect includ map in java.java softwar platform hash tabl array dynam array cryptographi comput program java program hash set abstract data type data structur computer-sci software-develop

recent advanc in freeform electronicsintermediatein thi cours the learner will understand fundament basic background of p-n junction diod and mosfet metal oxid semiconductor field effect transistors. also recent approach on flexibl / stretchabl electron transpar optoelectron and print electron use one dimension or two dimension nanomateri will be introduced. furthermor the format of high-perform transpar thin film or conductor use novel materi such as cellulos nanofib or metal nanofib is includ for cours materials. exampl of devic fabric includ touch screen panel ga / chemic / bio sensor smart contact lens wireless and transpar antenna and ole are also introduc for next gener electron devices.3d print perform carbon chemic engin film physic materi electron scan smart transduc physical-science-and-engin electrical-engin

toxicolog 21 scientif applicationsintermediatethi cours familiar student with the novel concept be use to revamp regulatori toxicolog in respons to a breakthrough nation research council report �toxic test in the 21st centuri a vision and a strategy.� we present the latest develop in the field of toxicology�th shift from anim test toward human relev high content high-throughput integr test strategies. activ program from epa nih and the global scientif commun illustr the dynam of safeti sciences.environment health risk assess cell cultur omic biogenesi anim test assay biomark toxic in vitro to in vivo extrapol life-sci basic-sci

mechan of materi iv deflect buckl combin load & failur theoriesconversantthi cours explor the analysi and design of engin structur consid factor of deflect buckl combin load & failur theori ------------------------------------------------- the copyright of all content and materi in thi cours are own by either the georgia tech research corpor or dr. wayn whiteman. by particip in the cours or use the content or materi whether in whole or in part you agre that you may download and use ani content and/or materi in thi cours for your own person non-commerci use onli in a manner consist with a student of ani academ course. ani other use of the content and materi includ use by other academ univers or entiti is prohibit without express written permiss of the georgia tech research corporation. interest parti may contact dr. wayn whiteman directli for inform regard the procedur to obtain a non-exclus license.mechan engin multipl integr failur analysi materi combin analysi structur analysi principl load screen failur physical-science-and-engin mechanical-engin

build r packagesadvancedwrit good code for data scienc is onli part of the job. in order to maxim the use and reusabl of data scienc softwar code must be organ and distribut in a manner that adher to community-bas standard and provid a good user experience. thi cours cover the primari mean by which r softwar is organ and distribut to others. we cover r packag develop write good document and vignett write robust softwar cross-platform develop continu integr tool and distribut packag via cran and github. learner will produc r packag that satisfi the criteria for submiss to cran.knitr r program euler' totient function open sourc softwar version github type i and type ii error version control continu integr softwar data-sci data-analysi

convolut neural networksbeginnerthi cours will teach you how to build convolut neural network and appli it to imag data. thank to deep learn comput vision is work far better than just two year ago and thi is enabl numer excit applic rang from safe autonom drive to accur face recognit to automat read of radiolog images. you will - understand how to build a convolut neural network includ recent variat such as residu networks. - know how to appli convolut network to visual detect and recognit tasks. - know to use neural style transfer to gener art. - be abl to appli these algorithm to a varieti of imag video and other 2d or 3d data. thi is the fourth cours of the deep learn specialization.object detect tensorflow kera face recognit convolut facial artifici neural network comput vision human learn convolut neural network data-sci machine-learn

algorithm on stringsadvancedworld and internet is full of textual information. we search for inform use textual queri we read websit book e-mails. all those are string from the point of view of comput science. to make sens of all that inform and make search effici search engin use mani string algorithms. moreov the emerg field of person medicin use mani search algorithm to find disease-caus mutat in the human genome.tri algorithm suffix tree array suffix array pattern match knuth morri pratt algorithm burrow wheeler transform match algorithm on string computer-sci algorithm

introduct to psychologybeginnerthi cours will highlight the most interest experi within the field of psycholog discuss the implic of those studi for our understand of the human mind and human behavior. we will explor the brain and some of the cognit abil it support like memori learn attent percept and consciousness. we will examin human develop - both in term of grow up and grow old - and will discuss the manner in which the behavior of other affect our own thought and behavior. final we will discuss variou form of mental ill and the treatment that are use to help those who suffer from them. the fact of the matter is that human routin do amaz thing without appreci how interest they are. howev we are also routin influenc by peopl and event without alway be awar of those influences. by the end of thi cours you will have gain a much better understand and appreci of who you are and how you work. and i can guarante you that you'll learn thing that you'll be tell your friend and famili about thing that will fundament chang the way you think of yourself and others. how can you resist that?!ment ill clinic psycholog social psycholog psycholog issu human behavior behavior person psycholog psycholog therapi life-sci psycholog

linear regress in r for public healthadvancedwelcom to linear regress in r for public health! public health ha been defin as �the art and scienc of prevent diseas prolong life and promot health through the organ effort of society�. know what caus diseas and what make it wors are clearli vital part of this. thi requir the develop of statist model that describ how patient and environment factor affect our chanc of get ill. thi cours will show you how to creat such model from scratch begin with introduc you to the concept of correl and linear regress befor walk you through import and examin your data and then show you how to fit models. use the exampl of respiratori diseas these model will describ how patient and other factor affect outcom such as lung function. linear regress is one of a famili of regress model and the other cours in thi seri will cover two further members. regress model have mani thing in common with each other though the mathemat detail differ. thi cours will show you how to prepar the data assess how well the model fit the data and test it underli assumpt � vital task with ani type of regression. you will use the free and versatil softwar packag r use by statistician and data scientist in academia govern and industri worldwide.comput program regress analysi linear regress linear analysi r program gener statist regress model correl and depend life-sci public-health

gener new recip use gpt-2beginnerin thi 2 hour long project you will learn how to preprocess a text dataset compris recip and split it into a train and valid set. you will learn how to use the huggingfac librari to fine-tun a deep gener model and specif how to train such a model on googl colab. final you will learn how to use gpt-2 effect to creat realist and uniqu recip from list of ingredi base on the aforement dataset. thi project aim to teach you how to fine-tun a large-scal model and the sheer magnitud of resourc it take for these model to learn. you will also learn about knowledg distil and it efficaci in use case such as thi one. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.deep learn preprocessor gener model natur languag natur languag process model python program languag model valid set machin learn data-sci machine-learn

addict treatment clinic skill for healthcar providersbeginnerthi cours is design with a singular goal to improv the care you provid to your patient with substanc use disorders. by delv into a model case perform by actor seven yale instructor from variou field provid techniqu to screen your patient for substanc use disord risk diagnos patient to gaug the sever of their use directli manag treatment plan refer out to treatment servic and navig the variou condit that may limit your patient� access to treatment. you will ultim be prepar to provid compassion and evidence-bas care to a larg popul of patient live with addiction� a chronic often relapsing-remit diseas but a treatabl one. distribut of thi cours is made possibl through a samhsa-fund grant initi the expans of interprofession healthcar practition sud educ which provid a foundat level of evidence-bas train in prevent and treat substanc use disorders. aaap is work in collabor with yale univers the american colleg of academ addict medicin acaam and a coalit of 37 multidisciplinari healthcar learn institut across the countri to train health profession includ medicin nurs physician associ social work pharmaci and public health. note the content in thi cours is intend sole to inform and educ medic professionals. thi site shall not be use for medic advic and is not a substitut for the advic or treatment of a qualifi medic professional.med motiv interview smoke psychotherapi psychosoci addict treatment addict therapi substanc use disord patient life-sci patient-car

think again iv how to avoid fallaciesintermediatew encount fallaci almost everywher we look. politician salespeopl and children commonli use fallaci in order to get you to think whatev they want you to think. it� import to learn to recogn fallaci so that you can avoid be fool by them. it� also import to learn about fallaci so that you avoid make fallaci argument yourself. thi cours will show you how to identifi and avoid mani of the fallaci that lead peopl astray. in thi cours you will learn about fallacies. fallaci are argument that suffer from one or more common but avoid defect equivoc circular vagu etc. it� import to learn about fallaci so that you can recogn them when you see them and not be fool by them. it� also import to learn about fallaci so that you avoid make fallaci argument yourself. suggest read student who want more detail explan or addit exercis or who want to explor these topic in more depth should consult understand argument an introduct to inform logic ninth edit concis chapter 13-17 by walter sinnott-armstrong and robert fogelin. cours format each week will be divid into multipl video segment that can be view separ or in groups. there will be short ungrad quizz after each segment to check comprehens and a longer grade quiz at the end of the course.author logic thought critic think number spreadsheet reason strategi experi art speech personal-develop personal-develop

blockchain and cryptocurr explainedconversantth sudden rise in the valu of bitcoin and other cryptocurr and it subsequ declin focus the world� attent on cryptocurr as a mean of payment. blockchain technolog power bitcoin and ha been hype as the next new transform technology. in thi cours we first discuss the technic underpin of blockchain and review key concept such as decentr and consensu algorithms. we then examin blockchain as an asset and review the dynam of the cryptocurr markets. final we examin blockchain as a busi solut with a focu on understand busi case in which blockchain doe and doe not make sense.fintech e-commerc financ stock market blockchain busi solut cryptocurr order pair asset bitcoin busi financ

unleash the impact of your social enterpriseadvancedin cours 3 of thi special you will first of all learn about social impact assessment. henc you will be abl to develop a method to evalu the social mission that you achiev while implement your busi plan. next you will outlin an appropri commun strategi for your social enterpris and will demonstr how to market your product and servic to beneficiari and other customers. here you will employ an adapt commun strategi as you move from earli adopt to a broader market share. furthermor you will determin growth strategi and how you can scale or replic your busi plan intern in order to reach a larger number of beneficiaries. in particular you will discuss organ growth social franchis and an open sourc approach. final you will evalu exit strategies. thu you will review option social enterpris have when they need to financ their growth but the origin funder can not or do not want to financ the expansion. cours 3 will be complet by your capston project which will ask you to submit the final busi plan of your social venture. note it is highli recommend to have complet cours 1 & 2 of the social entrepreneurship special befor start thi course!franchis market econom market strategi social entrepreneurship innov strategi busi plan impact assess impact invest exit strategi busi entrepreneurship

knowledg exchang use protect and monet idea with third partiesadvancedlearn more about knowledg exchang and how to use protect and monet your knowledg while work with variou partners. interest in increas the impact of your knowledg on society? thi cours is for those who are new to how knowledg is transfer from yourself or from a knowledg institut into societi at large. it is for those who want to know how to protect their knowledg how to approach parti for collabor and how to find the right fund for your idea. it is for those who want to start think about how knowledg exchang might be use in their busi or academ career. it provid an introduct to one of the basic of knowledg exchang the stakehold involv and the most common pitfal on your way to transform our world with your ideas! about the cours lectur each week a differ expert in hi or her field will shed light on a differ aspect within knowledg exchange. in addit each modul contain an interview with a leiden academ who will share hi or her practic experi concern that week' subject. each modul is introduc and conclud by the cours leader professor gert-jan van ommen former head of the depart of human genet of leiden univers medic center. about luri thi cours wa develop by luri in cooper with leiden univers and leiden univers medic center lumc. as knowledg exchang offic luri match societ need with possibl avail in leiden and enhanc the impact of novel technolog and knowledg from leiden univers and lumc. luri establish valuabl partnership and repres the interest of academ and research teams.behalf bill term time knowledg build intellectu properti tacit knowledg decis make collabor peopl develop confidenti agreement busi entrepreneurship

manag of intern develop toward agenda 2030not calibratedwelcome! thi cours provid particip with the opportun to explor the multifacet concept of intern develop in order to be abl to interpret and lead it challeng opportun and constant evolutions. start from an in-depth analysi of the current intern develop architectur it key actor and trend the cours then illustr the main intern organizations' govern systems; identifi their fund and financ tool necessari to implement develop program and achiev sustain develop goals; and explain how to effect leverag on human capit to drive organiz success and be �fit for purpose� in an ever chang intern develop scenario. the cours is deliv by both bocconi univers and sda bocconi school of manag faculti involv in program as the emmio - execut master in manag of intern organizations. the cours also provid particip with the opportun to learn from the experi of senior profession serv intern organ at all levelsdevelop director intern financ institut manag develop intern feder of oper research societi media develop execut sponsor commun for develop leadership develop develop commun group develop busi leadership-and-manag

busi implic of ai full courseadvancedin thi cours you will learn what artifici intellig is from a leader point of view. how shall we as leader understand it from a corpor strategi point of view? what is it and how can it be used? what are the crucial strateg decis we have to make and how to make them? what consequ can we expect if we decid on do ai-project and what kind of compet do we need? where shall we start and what could be a good second as well as third step? what implic for the organ can we expect? these are the question answer in thi course.machin learn i-dea intern speech project leadership strategi strateg manag reason sale busi leadership-and-manag

paleontolog ancient marin reptilesbeginnerpaleontolog ancient marin reptil is a four-lesson cours teach a comprehens overview of the evolutionari chang that occur when air-breath terrestri anim return to water. thi cours examin the divers adapt converg and phylogenet relationship of extinct marin reptiles. student will explor three major group of marin reptil ichthyosaur plesiosaur and mosasaurs. watch a preview of the cours here https//uofa.ualberta.ca/courses/paleontology-marine-reptilesbodi plan marin biolog adapt evolut ichthyosaur paleontolog anim tetrapod bodi plan biolog life-sci basic-sci

toward the futur of io develop with swiftadvancedan introduct to the swift program language. thi will prepar you for more extens io app develop and build a foundat for advanc io develop topics. upon complet thi cours you will be abl to 1. associ the relationship of swift and objective-c and their use in io and mac os x program 2. develop the abil to read and write swift code 3. distinguish how both program languag can be use togeth in applic 4. demonstr how to write applic entir in swift with the help from sever io program sampl 5. determin how swift can be use for develop on new platform such as appl watch and appl tv 6. creat a work client-serv iphon applic with locat servic that you can add to your portfolio.event-driven program record comput scienc approxim error xcode comput program io develop euler' totient function os x swift program enumer type computer-sci mobile-and-web-develop

python class and inheritanceconversantthi cours introduc class instanc and inheritance. you will learn how to use class to repres data in concis and natur ways. you'll also learn how to overrid built-in method and how to creat "inherited" class that reus functionality. you'll also learn about how to design classes. final you will be introduc to the good program habit of write autom test for their own code. the cours is best-suit for you if you are alreadi familiar with python fundament which are cover in the "python basics" and "python function file and dictionaries" cours cours 1 and 2 of the python 3 program specialization. it is option to have taken the "data collect and process with python" cours cours 3 of the special but knowledg of retriev and process complex nest data is helpful. thi is the fourth of five cours in the python 3 program specialization.comput program test case python program except handl unit test class comput program inherit object-ori program comput program django web framework class variabl computer-sci software-develop

the factor that influenc the effect of board and the govern processadvancedth third cours in thi special introduc you to the factor that influenc how effect board of director will be in carri out their role and respons and henc the impact they have in shape the success of the organ they govern. while thi cours ha been develop with north american cultur in mind we do appreci that in other part of the world the natur of the factor that influenc the effect of nonprofit board of director may vary. nevertheless it is our hope that much of the cours content will still be of valu to those in other part of the world. to learn more about thi cours pleas watch the overview video by copi and past the follow link into your web browser https//goo.gl/aamifl. keyword nonprofit; nonprofit sector; voluntari sector; nonprofit organ non-government organ volunt organ leadership manag govern board board of director perform effect cours 3 overview week 1 thi week' question what factor influenc the effect of board meetings? what are the formal procedur and structur within the board that impact it performance? what can a board do to intent improv the way it structur itself and run it decis make meetings? week 2 thi week' question what do we mean by board composit and develop and whi is it important? whi is it difficult to chang the composit of the board? how do you design the ideal mix of board members? how do you locat recruit and develop board members? week 3 thi week' question what do we mean by the "culture" of the board and whi is it important? how do board develop and pass along culture? can board cultur be intent changed? what is the role of leadership in shape board culture? what do effect nonprofit leader involv in govern do? how can leadership be manag for higher performance? week 4 at thi stage you are ask to review the cours content submit a written assign known lightheartedli as a bear board effect readi assess and take two multipl choic readi assur test known similarli as rats. one rat will assess knowledg and read comprehens and the other will test applic of knowledg within a practic case. week 5 we will encourag you to discuss the rat in the discuss forum and take them again should you wish to chang ani of your answer base on the inform exchanged.process influenc concept test recruit public administr leadership cultur lectur opentext peer review busi leadership-and-manag

reclaim the streetbeginnerin reclaim the street you will learn about the mechan of chang and challeng you to appli thi knowledg to start creat vibrant streetscap in your neighbourhood. thi six week cours will guid you through semin academ work on the topic of transit manag and street experi while provid practic insight from practition from around the world. a final peer-review project integr key takeaway from each modul of thi cours to help you write an action plan for change.cycl repurpos experi urban plan planner program languag extern pandem heurist re-defin pandem social-sci governance-and-societi

collabor on file in slack local & googl drive integrationsintermediatebi the end of thi project you will maxim collabor by support messag with file and creat file in slack. you�ll do thi by gain hands-on experi share file in slack with local and extern integrations. util local and extern or cloud-bas integr boost product becaus it will give you the opportun to keep work product base in your slack digit workspac avoid version confus and ensur that your team is refer to the most relev and time documents. for the purpos of thi cours we will use the free to use googl drive extern integration. your hands-on project will includ drag drop and upload techniqu and creat an archive. you will also integr cloud-based/outsid servic file within your slack environ by ad the free googl drive app to your slack workspace. you will then gain experi leverag your googl drive tool and your slack file archiv togeth to maxim collaborations. you will work through thi guid project in the slack app on your rhyme virtual machin where you will use your current slack workspac or set up a sampl workspac under slack� free plan so that you can gain hands-on experi collabor with file in slack with local and extern integrations. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.organiz commun archiv file cloud-bas integr workspac point devic gestur maxim psycholog organ manag messag busi commun collabor busi business-strategi

data mine projectadvancednot you should complet all the other cours in thi special befor begin thi course. thi six-week long project cours of the data mine special will allow you to appli the learn algorithm and techniqu for data mine from the previou cours in the special includ pattern discoveri cluster text retriev text mine and visual to solv interest real-world data mine challenges. specif you will work on a restaur review data set from yelp and use all the knowledg and skill you�v learn from the previou cours to mine thi data set to discov interest and use knowledge. the design of the project emphas 1 simul the workflow of a data miner in a real job setting; 2 integr differ mine techniqu cover in multipl individu courses; 3 experi with differ way to solv a problem to deepen your understand of techniques; and 4 allow you to propos and explor your own idea creatively. the goal of the project is to analyz and mine a larg yelp review data set to discov use knowledg to help peopl make decis in dining. the project will includ the follow output 1. opinion visual explor and visual the review content to understand what peopl have said in those reviews. 2. cuisin map construct mine the data set to understand the landscap of differ type of cuisin and their similarities. 3. discoveri of popular dish for a cuisin mine the data set to discov the common/popular dish of a particular cuisine. 4. recommend of restaur to help peopl decid where to dine mine the data set to rank restaur for a specif dish and predict the hygien condit of a restaurant. from the perspect of user a cuisin map can help them understand what cuisin are there and see the big pictur of all kind of cuisin and their relations. onc they decid what cuisin to tri they would be interest in know what the popular dish of that cuisin are and decid what dish to have. final they will need to choos a restaurant. thu recommend restaur base on a particular dish would be useful. moreov predict the hygien condit of a restaur would also be helpful. by work on these task you will gain experi with a typic workflow in data mine that includ data preprocess data explor data analysi improv of analysi method and present of results. you will have an opportun to combin multipl algorithm from differ cours to complet a rel complic mine task and experi with differ way to solv a problem to understand the best way to solv it. we will suggest specif approach but you are highli encourag to explor your own idea sinc open explor is by design a goal of the project. you are requir to submit a brief report for each of the task for peer grading. a final consolid report is also requir which will be peer-graded.ord pair tableau softwar similar measur requir analysi exploratori data analysi natur languag process data mine visual comput graphic pattern recognit k-mean cluster data-sci data-analysi

behavior investingbeginnerthrough thi cours you will learn how individu and firm make financi decis and how those decis might deviat from those predict by tradit financi or econom theory. we will explor the natur of these bias and their origin use insight from psycholog neurosci and experiment econom on how the human mind works. from these bias you will be abl to examin how the insight of behavior financ complement the tradit financ paradigm. we also look at the micro and macro biases. final we will explor how these insight describ more complic topic such as fat tail event and financi crises.bas rate fallaci bia financ mental account behavior econom ambigu avers invest behavior financ loss avers cognit bia busi financ

new learn principl and pattern of pedagogyintermediateeduc is in a state of flux � transit from tradit architectur and practic to new ecolog of teach and learn influenc by the tremend social and technolog chang of our times. what chang are afoot today in workplac civic life and everyday commun life? what are their implic for education? what are the possibl impact of contemporari social transform on teach and learn - includ in the area of technolog media global divers chang form of work in the �knowledg society� and in these context chang learner need and sensibilities? thi cours explor three pedagog paradigm �didactic� �authentic� and �transformative� learning. it take an histor perspect in order to defin the contemporari dimens of what we term �new learning�. it prepar particip to make purpos choic and link particular theories/instruct approach to individu and group learn goals. -------------------------------- recommend background -------------------------------- thi cours is design for peopl interest in the futur of educ and the "learn societi " includ peopl who may wish to join educ as a profess practic teacher interest in explor futur direct for a vocat that is current undergo transform and commun and workplac leader who regard their mission to be in part "educative." -------------------------------- relat resourc -------------------------------- thi cours is base on the follow book https//www.amazon.com/new-learning-mary-kalantzis-ebook/dp/b0096r1fum addit onlin resourc are avail here https//newlearningonline.com/new-learn -------------------------------- take thi cours for credit at the univers of illinoi -------------------------------- thi cours ha the same content and anticip the same level of contribut by student in the e-learn ecolog cours offer to graduat certif master and doctor level student in the learn design and leadership program in the colleg of educ at the univers of illinois. of cours in the natur of mooc mani peopl will just want to view the video and casual join some of the discussions. some peopl say that these limit kind of particip offer evid that mooc suffer from low retent rates. far from it � we say that ani level of engag is good engagement. on the other hand if you would like to take thi cours for credit at the univers of illinoi you will find more inform about our program here https//newlearningonline.com/kalantzis-and-cope/learning-design-and-leadership-program and you can appli here https//education.illinois.edu/epol/programs-degrees/ldl -------------------------------- the learn design and leadership seri of mooc -------------------------------- thi cours is one of a seri of eight mooc creat by bill cope and mari kalantzi for the learn design and leadership program at the univers of illinois. if you find thi mooc help pleas join us in others! e-learn ecolog innov approach to teach and learn for the digit age https//www.coursera.org/learn/elearn new learn principl and pattern of pedagogi https//www.coursera.org/learn/newlearn assess for learn https//www.coursera.org/learn/assessmentforlearn learn knowledg and human develop https//www.coursera.org/learn/learning-knowledge-human-develop ubiquit learn and instruct technolog https//www.coursera.org/learn/ubiquitouslearn negoti learner differ toward product divers in learn https//www.coursera.org/learn/learnerdiffer literaci teach and learn aim approach and pedagogi https//www.coursera.org/learn/literacy-teaching-learn multimod literaci commun and learn in the era of digit media https//www.coursera.org/learn/multimodal-literaciespedagogi teach method educ psycholog educ master of social work teacher train biolog educ educ practic instruct design teach social-sci educ

introduct to blockchain evolut and technolog conceptsadvancedthi is cours 1 in the introduct to blockchain cours series. blockchain technolog is in a period of except growth and the account profess will play a signific role in drive it adoption. be part of the blockchain evolut with thi course. start with a focu on the histori and evolut of blockchain and bitcoin and then on to the characterist of bitcoin you will get a refresh on the fundament of money/curr and learn how bitcoin fit into the global busi landscape. thi cours also demonstr the uniqu characterist of blockchain and bitcoin so account and financ profession will be abl to have meaning and relev convers with intern and extern clients. in addit thi cours introduc sever key concept within the realm of blockchain includ core compon of blockchain technolog the custodi respons and control continuum push vs pull paradigm and privat blockchain vs public blockchain which will significantli impact the way account and auditor perform their job functions.blockchain proof-of-work system euler' totient function openfabr allianc push pull strategi cryptocurr evolut public-key cryptographi proof-of-stak recurs enumer set information-technolog secur

internet of thing multimedia technologiesbeginnercont is an emin exampl of the featur that contribut to the success of wireless internet. mobil platform such as the snapdragon� processor have special hardwar and softwar capabl to make acquisit process and render of multimedia content effici and cost-effective. in thi cours you will learn the principl of video and audio codec use for media content in itun googl play youtub netflix etc. you will learn the file format and codec set for optim qualiti and media bandwidth and appli them in develop a basic media player application. learn goal after complet thi cours you will be abl to 1.\texplain the tradeoff between media qualiti and bandwidth for content delivery. 2.\textract and display metadata from media files. 3.\timplement and demonstr a simpl media player applic use dragonboard� 410c.big data internet deploy environ robot internet of thing c dynam memori alloc multimedia applic of comput vision combin comput vision physical-science-and-engin electrical-engin

protect the world introduc corros scienc and engineeringintermediateif you have ever encount rusti car bodi leak pipe tarnish silverwar or the green patina of a copper roof then you have experienc corros in action. thi cours from the corrosion@manchest team in collabor with akzonobel will teach you whi metal corrod what the environment consequ are how much corros cost and how corros can be controlled. it is design for student household teacher profession and anyon in-between. the aim of the cours is to introduc the complex world of corros and corros control. while a full appreci of corros scienc involv element of materi scienc electrochemistri and physic while corros engin requir a practic knowledg of corros failur and engin design thi cours doe not need an extens background knowledge. the cours mirror element of the corros control engin teach programm at the univers of manchest for final-year undergradu and masters-level postgradu and is use as a supplementari learn resourc by our students.weld engin design failur caus materi zinc protect mechan mechan engin scale corros control system industri design physical-science-and-engin mechanical-engin

introduct to particl acceler (npap mooc)beginnerwelcom to the nordic particl acceler program' npap massiv open onlin cours and to the fascin world of particl accelerators! did you know that in the year of 2000 there were more than 15 000 particl acceler in the world? yet today it ha grown to more than 30 000 of them! a third of the particl acceler are dedic to medic applic such as radio therapi and a half are use for ion implant in semiconductor devices. also numer particl acceler are use for steril food. despit these everyday life exampl of small particl acceler it is the larg acceler like the larg hadron collid at cern that most peopl associ with particl accelerators. there will be mani new applic for particl acceler in the futur and by that there is a need for mooc that describ the techniqu and applic of these machines.. the npap seri of mooc consist of three mooc design to dissemin knowledg about particl acceler technolog to impact fields. the cours have been made possibl thank to the support of the erasmu plu strateg partnership fund of the european commiss and thank to the dedic lectur from the univers of lund uppsala arhu oslo and jyv�skyl� and by expert from the max iv laboratori and european spallat sourc ess both in lund sweden. in mani of the lectur we detail the max iv laboratori and ess - current host the most power synchrotron light sourc and neutron sourc in the world. in the max iv laboratori intens x-ray beam are produc by electron that are first acceler to almost the speed of light and at ess proton will be acceler and by a process call spallat gener intens beam of neutron. the x-ray and neutron beam are use for look into matter down to the atom level. the max iv laboratori and ess form a uniqu european center of excel for thousand of scientist that togeth build the world of tomorrow. we also take a closer look at the larg hadron collid at cern in geneva. thi power machin ha alreadi had an immens impact on theoret physic and will continu to contribut to our knowledg of natur for quit some time. the first cours in our npap seri is the introduct to particl accelerators. it explain how a particl acceler can gener light of wavelength down to one angstrom. it also explain how the ess facil can creat a massiv flux of neutron by acceler proton and let them smash into a disk of tungsten. the initi modul provid the basic knowledg about linear and circular acceler that is requir to understand other type of acceler like the larg hadron collid lhc at cern in geneva. we describ lhc and give an introduct to the elementari particl physic it is use for. we continu by describ some new concept for futur particl acceler like plasma driven accelerators. the second mooc in the seri is call "fundament of particl acceler technolog npap mooc" and offer four modul the radio frequenc rf system of accelerators; magnet technolog for accelerator; beam diagnostics; basic of vacuum techniques. the third mooc is - medic applic of particl acceler which offer the four modul introduct to the cours and radiotherapy; linear electron acceler for radiotherapy; proton therapi part i; proton therapi part ii and the product of medic radionuclides. the three mooc can be taken either separ or as a package. for student that intend to take all three cours we recommend that they are taken in order. get start and join us on thi journey through the world of particl acceler and be amaz by their import for our live and societies! best regard the npap team!med physic astronomi sourc ioniz radiat materi energi physic experi rel chang and differ gener physical-science-and-engin research-method

the data scientist� toolboxconversantin thi cours you will get an introduct to the main tool and idea in the data scientist' toolbox. the cours give an overview of the data question and tool that data analyst and data scientist work with. there are two compon to thi course. the first is a conceptu introduct to the idea behind turn data into action knowledge. the second is a practic introduct to the tool that will be use in the program like version control markdown git github r and rstudio.r program analysi git softwar data analysi github comput program version control rstudio big data softwar data-sci data-analysi

art of the mooc activ and social movementsbeginnerthi cours is for activist artist and thinker who wish to better understand and particip in social change. we will focu on the prolif and excit overlap between social engag art and cultur practic gener by recent social movement around the world. rather than assess the polit efficaci of activ like mourn listen organ danc or parti the lectur examin such cultur activ next to and within contemporari art practice. includ in the cours are guest present by key artist activist and scholar like rebecca gompert chido govera gulf labor han haack sharon hay jolen rickard gregori sholett joshua wong and mani more. design by artist and duke professor pedro lasch and co-taught by creativ time artist director nato thompson the cours challeng learner to treat the mooc itself as a social and artist form. thi happen mostli through the practic compon local project product global exchang and critic feedback. while no prior art make or activist experi is requir project also offer challeng option for advanc learners. for other cours offer or languag version in thi seri just search 'art of the mooc' insid the coursera cours catalogue.black live matter poetri write journal dialogu art histori educ entertain art histori anthropolog film arts-and-human music-and-art

plan for your g suit deploymentbeginnerplan for your g suit deploy is the final cours in the g suit administr series. in thi cours you will be introduc to google' deploy methodolog and best practices. you will take the role of jon the technic project lead at galaxi sola. your job is to deploy g suit to your user with minim disruption. you will focu on the core technic project area of provis mail flow data migrat and coexistence. you will review option with tunj the i.t manag and togeth you will develop a deploy strategi for each area. you will also be introduc to the import of chang manag in a g suit deploy ensur that user make a smooth transit to g suit and gain the benefit of work transform through commun support and training. thi cours cover theoret topic and is a reading-bas cours only. there are no hand on exercis so if you haven�t alreadi done so you should cancel your g suit trial now to avoid ani unwant charges. learn object by the end of thi cours particip will be abl to - describ google' three phase deploy methodology. - describ the differ type of domain that g suit support and explain how domain are provis in g suite. - describ how user group and other object are provis in g suite. - discuss mail rout type and explain how rout should be configur dure each phase of a g suit deployment. - explain migrat option and make recommend base upon organiz needs/preferences. - describ how to migrat mail calendar and contact data use g suit migrat for microsoft exchang gsmme. - discuss coexist challeng in particular in relat to calendar coexistence. - explain chang manag and peopl natur resist to chang and identifi the top reason whi project fail when chang manag is not considered.project plan web web browser latex provis chang manag smooth failur euler' totient function computer-sci computer-security-and-network

the raspberri pi platform and python program for the raspberri piintermediateth raspberri pi is a small afford single-board comput that you will use to design and develop fun and practic iot devic while learn program and comput hardware. in addit you will learn how to set up up the raspberri pi environ get a linux oper system run and write and execut some basic python code on the raspberri pi. you will also learn how to use python-bas ide integr develop environ for the raspberri pi and how to trace and debug python code on the device. pleas note that thi cours doe not includ discuss forums.interfac oper system raspberri pi microcontrol arduino file system comput program internet of thing internet python program computer-sci software-develop

suppli chain principlesbeginnerthi cours will provid a solid understand of what a suppli chain is all about. the cours - provid an introduct to suppli chain - leverag graphic to promot the integr suppli chain model - emphas understand the extend suppli chain - present a holist approach � incorpor peopl process and technolog - calls-out industry-specif suppli chain - leverag discuss video quizz and question for consider - provid awar of career path opportun - present emerg and futurist trend in suppli chain and given that at gt we are focus on develop what� next in the world we includ discuss of emerg and futurist trend in suppli chain. there is veri littl math involv in thi cours � so don�t worri at all about your math skills. the cours incorpor read materi that were develop as part of a $24.5m taaccct grant award by the u.s. depart of labor� employ and train administr to the linc in suppli chain manag consortium.principl suppli chain plan process suppli chain manag procur chain warehous manag leadership and manag suppli chain network busi business-essenti

busi analyt and digit mediaintermediateth explos in digit media - web social and now mobil - repres a departur from how thing were like in the last century. thi prolifer of digit media is both a threat and an opportun for mani businesses. busi analyt can be leverag to process data sentiment buzz contact context and other aspect of busi interest in real time for busi perform and impact. the cours pick and use use-cas from a varieti of industri and geographi to showcas the potenti and impact that busi analyt done properli or not can have on busi performance.perceptu map factor analysi factor analysi busi analyt leadership and manag analyt cluster analysi digit media secondari data data-sci data-analysi

ecolog from cell to gaiaintermediatethi cours present the principl of evolut and ecolog for citizen and student interest in studi biolog and environment sciences. it discuss major idea and results. recent advanc have energis these field with evid that ha implic beyond their boundari idea mechan and process that should form part of the toolkit of all biologist and educ citizens. major topic cover by the cours includ fundament principl of ecolog how organ interact with each other and their environ evolutionari process popul dynam commun energi flow and ecosystem human influenc on ecosystem and the integr and scale of ecolog process through system ecology. thi cours will also review major ecolog concept identifi the techniqu use by ecologist provid an overview of local and global environment issu and examin individu group and government activ import for protect natur ecosystems. the cours ha been design to provid inform to direct the student toward pertin literatur to identifi problem and issu to utilis research methodolog for the studi of ecolog and evolut and to consid appropri solut and analyt techniques. need learner background gener biolog and a good understand of english. thi cours ha the follow expect and result 1 cover the theoret and practic issu involv in ecolog and evolut 2 conduct survey and inventori in ecolog 3 analyz the inform gather 4 and appli their analysi to ecolog and conserv problems.interspecif competit symbiosi ecosystem ecosystem sustain ecolog speci biospher biodivers predat life-sci basic-sci

global diplomaci � diplomaci in the modern worldbeginnerth global diplomaci cours is a uniqu offer to the mooc environment. bring togeth cut edg research in the broad field of diplomat and intern studi award win distanc learn deliveri and the instructor previou experi of deliv a success mooc. pleas see the volum global diplomaci theori type and model author with dr alison holm westview 2016 and the understand research method mooc from coursera. the global diplomaci mooc ha a direct heritag in the univers of london intern academy/soa global diplomaci ma programm launch in april 2013 which have attract hundr of student from around the world. the global diplomaci ma programm is provid by the centr for intern studi and diplomaci which ha been teach postgradu cours in diplomaci for over twenti five years. after complet the 'global diplomacy' mooc learner will have 1.\tthe abil to demonstr a critic understand of the natur and develop of global diplomaci draw on a varieti of relev contribut disciplin in the broad field of intern studies. 2.\tan understand of chang in diplomat practic and procedur and the relationship of those chang to contemporari politics. 3.\ta sound ground in both theoret and empir approach to debat in diplomaci so that student have been expos to the and skill need to analys global diplomacy. 4.\tknowledg of issu in global diplomaci in histor and contemporari contexts.commun foreign polici dialogu negoti public diplomaci polici analysi histori diplomat intern relat analysi social-sci governance-and-societi

the grc approach to manag cybersecurityadvancedmanag cybersecur is about manag risk specif the risk to inform asset of valu by an organization. thi cours examin the role of govern risk manag and complianc grc as part of the cybersecur manag process includ key function of plan polici and the administr of technolog to support the protect of critic inform assets. in thi cours a learner will be abl to ?\tidentifi the import and function of govern risk manag and complianc in cybersecur program management. ?\tdescrib best practic in risk manag includ the domain of risk assess and risk treatment. ?\tdescrib the structur and content of cybersecurity-rel strategi plan and plan ?\tidentifi the key compon and methodolog of cybersecur polici and polici develop ?\tdiscuss the role of perform measur as a method to assess and improv grc programsisaca inform technolog secur audit inform technolog audit cisco keystrok log risk manag framework crime secur privaci methodolog information-technolog secur

cannabi chronic pain and relat disordersbeginnerthi cannabi chronic pain and relat disord cours is design to have you think critic about the health effect of cannabi i.e. marijuana in the context of chronic pain opioid use disord obes sleep dysfunct and cancer. we'll learn about the epidemiolog and etiolog of these condit the harms/benefit of current treatment and learn how to evalu the literatur on cannabi for these conditions. we will discuss special consider for use cannabi for these condit such as dose time side effect and drug interactions. lastli we'll discuss how it is be use in the context of palli care. obtain thi knowledg will be help in term of inform public polici public health and person decis regard the use of cannabi products.obes risk factor symptom sleep system call cancer etiolog sleep medic cannabi cancer treatment risk factor life-sci public-health

combinator and probabilityadvancedcount is one of the basic mathemat relat task we encount on a day to day basis. the main question here is the following. if we need to count someth can we do anyth better than just count all object one by one? do we need to creat a list of all phone number to ensur that there are enough phone number for everyone? is there a way to tell that our algorithm will run in a reason time befor implement and actual run it? all these question are address by a mathemat field call combinatorics. in thi cours we discuss most standard combinatori set that can help to answer question of thi type. we will especi concentr on develop the abil to distinguish these set in real life and algorithm problems. thi will help the learner to actual implement new knowledge. apart from that we will discuss recurs techniqu for count that is import for algorithm implementations. one of the main `consumers� of combinator is probabl theory. thi area is connect with numer side of life on one hand be an import concept in everyday life and on the other hand be an indispens tool in such modern and import field as statist and machin learning. in thi cours we will concentr on provid the work knowledg of basic of probabl and a good intuit in thi area. the practic show that such an intuit is not easi to develop. in the end of the cours we will creat a program that success play a tricki and veri counterintuit dice game. as prerequisit we assum onli basic math e.g. we expect you to know what is a squar or how to add fraction basic program in python function loop recurs common sens and curiosity. our intend audienc are all peopl that work or plan to work in it start from motiv high school students. do you have technic problems? write to us coursera@hse.rupython program probabl theori combinator comput program permut random variabl combin probabl number spreadsheet random computer-sci algorithm

russian for beginn 2. ??????? ???? a1beginnerrussian is consid to be one of the world' most difficult languages. thi cours aim at help those who are interest in understand the russian language. everi unit of the cours consist of sever part explain vocabulari phonet pronunci grammar and provid exampl of simpl dialogu in russian. russian for beginn 2 continu to explain the basic of russian to those who have alreadi complet the first part of the cours russian for beginn 1. upon complet of the cours student will have learn the main russian verb of movement as well as their conjug in the past present and futur tense; the format of genit dativ and preposit case of russian noun pronoun and adjectives; the format of cardin and ordin numerals. the cours contain more than 150 new word and convers phrase provid the learner with a basic vocabulari for everyday commun on such topic as shop travel life in a citi and person activities.util phonet number spreadsheet listen adject process speech commun russian write language-learn other-languag

interfac with the arduinointermediatearduino sens the environ by receiv input from add-on devic such as sensor and can control the world around it by adjust light motor and other actuators. in thi class you will learn how and when to use the differ type of sensor and how to connect them to the arduino. sinc the extern world use continu or analog signal and the hardwar is digit you will learn how these signal are convert back-and-forth and how thi must be consid as you program your device. you'll also learn about the use of arduino-specif shield and the shield softwar librari to interfac with the real world. pleas note that thi cours doe not includ discuss forums.internet of thing internet c program interfac java annot eeprom arduino ethernet comput program wi-fi physical-science-and-engin electrical-engin

protect public health in a chang climat a primer for citi local and region actionintermediatethi cours is an introduct to the multipl way our chang climat affect global popul health and to promis polici and practic responses. more intens storm heatwav and rise sea mean mani particularli the most vulner now face grow risk of weather-rel injuri ill mental stress and even death. becaus peopl care deepli about health outcom public health ha great potenti to convey the urgenc of reduc greenhous ga emiss and adapt to a warmer more unpredict climate. the main messag of the cours is that public health must therefor �lean in� and becom a more central player in climat chang mitig and adaptation. becaus climate-rel health risk happen mainli at the local level the cours focus on citi � increasingli key player in climat chang policy. start with an overview of the scienc consensu suggest we have 10-20 year to prevent risk associ with exceed 1.5�c of global warm and put in place adapt polici the cours provid interact lectur expert interview and case studi that build practic knowledge. in the final assign particip appli cours tool and strategi to a citi of their choic prepar them to contribut to climat mitig and build health resili in their own local context.publ health food secur water qualiti climat chang global strategi urban plan mental health risk transport life-sci public-health

introduct to contemporari geopoliticsadvancedthi massiv open onlin cours mooc will offer the particip an introduct into contemporari geopolit start from the origin of classic geopolit and continu the discuss with the deep analysi of the examin country-cas includ the us russia and china. combin with small test base on the video� and recommend read the particip will be encourag to dive into the complex theori and phenomena and get familiar with the concept that are still veri relev in the contemporari world.russian scholar phenomenon polit scienc intern relat analysi histori global chines languag entri point social-sci governance-and-societi

bacteria and chronic infectionsbeginnerthi cours will give you an introduct to bacteria and chronic infections. lead expert in the field will make you familiar with the fundament concept of microbiolog and bacteriolog such as singl cell bacteria biofilm format and acut and chronic infections.bacteri growth infect microbiolog antibiot medic microbiolog bacteriolog human learn biofilm infect control bacteria life-sci patient-car

creat docker contain with flask seaborn regress plot appbeginneroften a softwar applic develop on one platform will not run on anoth becaus of softwar environ differences. sometim it can happen when an oper system is updat for example. suddenli an applic start to fail. contain solv that problem by creat a control environ in which to run the applic separ from the host machine� environment. the contain contain a specif version of each softwar packag that is known to work with an applic at a given point in time. docker is an applic that allow the develop to gener contain to easili build and share applications. in thi cours you will creat a docker contain in which you will implement a web applic use flask in a linux environment. the applic will return a regress plot of data hous in a csv file on the server. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.rel chang and differ hypervisor failur python program web applic web run softwar regress flask information-technolog support-and-oper

cybersecur polici for aviat and internet infrastructuresintermediatein thi cours we will examin the aviat and internet infrastructur and variou polici that have been develop to help guid and strengthen their cybersecur programs. the aviat and internet infrastructur are also consid "lifelin infrastructure" as part of the transport and commun sectors. both subsector are overseen by the depart of homeland secur nation protect and program director which manag the dh nation infrastructur protect program. ssa respons for the aviat subsector is share between the transport secur administr and feder aviat administr under the auspic of the depart of homeland secur and depart of transport respectively. the depart of homeland secur retain sole respons as the sector-specif agenc for the internet subsector. while tsa and faa have regulatori over the aviat subsector dh ha no regulatori author whatsoev over the internet. in respons to execut order 13636 issu by presid obama in februari 2013 both set of ssa recommend continu with voluntari cybersecur measures. tsa and faa report they were work to implement the transport roadmap across all transport subsector includ aviation. dh report that it wa work with internet provid to implement the cyber assess risk manag approach. despit some differ the transport roadmap and carma are veri similar to the nist cybersecr framework and es-c2m2 examin previously. that is to say they are predic on a continu improv process that engag the whole organ in identifi and implement increment chang to enhanc cybersecur practic base on prevail standards. thi modul will examin both the aviat and internet lifelin infrastructur subsector and element and applic of the transport roadmap and carma.crim leadership and manag process adob air internet secur risk manag airport secur rel chang and differ risk social-sci governance-and-societi

introduct to front-end develop with reactjsbeginnerin thi 1-hour long project-bas cours you will learn about react basic & theori initi react router compon hook state and deploy with netlify. you should know basic html & css befor begin thi project. for develop your cloud desktop will come instal with visual studio code. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.javascript framework javascript project html react web framework project network web internet web develop euler' totient function computer-sci mobile-and-web-develop

imag classif with amazon sagemakerbeginnerpleas note you will need an aw account to complet thi course. your aw account will be charg as per your usage. pleas make sure that you are abl to access sagemak within your aw account. if your aw account is new you may need to ask aw support for access to certain resources. you should be familiar with python program and aw befor start thi hand on project. we use a sagemak p type instanc in thi project and if you don't have access to thi instanc type pleas contact aw support and request access. in thi 2-hour long project-bas cours you will learn how to train and deploy an imag classifi use amazon sagemaker. sagemak provid a number of machin learn algorithm readi to be use for solv a number of tasks. we will use the imag classif algorithm from sagemak to creat train and deploy a model that will be abl to classifi 37 breed of dog and cat from the popular iiit-oxford pet dataset. sinc thi is a practic project-bas cours we will not dive in the theori behind deep learn base imag classif but will focu pure on train and deploy a model with sagemaker. you will also need to have some experi with amazon web servic aws. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.machin learn algorithm virtual realiti classif algorithm artifici neural network project augment realiti python program convolut neural network statist classif data-sci machine-learn

predict perform use ma forecast in googl sheetsbeginnerther are mani time when have a crystal ball might be use and it� natur to leverag trust predict of futur outcom to prepar for the futur and make strateg decisions. predict perform is especi key to decision-mak and risk management. in thi project you will build predict skill with move averag or ma. ma is classic method of time seri decomposit most often use with financi predictions. as you work with ma you will also learn how to evalu and choos the highest perform model to make the most accur predictions. you will build your skill as we work side-by-sid in the free-to-us softwar googl sheets. by the end of thi project you will understand use case for conduct ma trend forecast in your workplac be abl to conduct ma forecast in ani spreadsheet softwar and be abl to confid select the best perform forecast model to enabl decision-making. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.model move averag project gener statist forecast statist hypothesi test spreadsheet softwar moving-averag model accuraci and precis perform busi financ

inferenti statisticsintermediateinferenti statist are concern with make infer base on relat found in the sampl to relat in the population. inferenti statist help us decid for exampl whether the differ between group that we see in our data are strong enough to provid support for our hypothesi that group differ exist in gener in the entir population. we will start by consid the basic principl of signific test the sampl and test statist distribut p-valu signific level power and type i and type ii errors. then we will consid a larg number of statist test and techniqu that help us make infer for differ type of data and differ type of research designs. for each individu statist test we will consid how it work for what data and design it is appropri and how result should be interpreted. you will also learn how to perform these test use freeli avail software. for those who are alreadi familiar with statist test we will look at z-test for 1 and 2 proport mcnemar' test for depend proport t-test for 1 mean pair differ and 2 mean the chi-squar test for independ fisher� exact test simpl regress linear and exponenti and multipl regress linear and logist one way and factori analysi of varianc and non-parametr test wilcoxon kruskal-w sign test signed-rank test run test.regress analysi factor analysi regress analysi of varianc statist infer parametr statist gener statist nonparametr statist infer analysi data-sci probability-and-statist

how to land the job you want (capston project)advancedin the capston project you will combin the skill you�v learn in the prior four cours of the special to polish your elev speech complet your resum - includ multipl version for differ target - complet your stori file identifi possibl job or career perform the research you have learn to do write suitabl cover letter and ideal land a job! you will 1. develop a person market plan and campaign for get interviews. 2. identifi at least three organ with open posit for which you want to apply. 3. research those organ and positions. 4. prepar pitch sheet and j.i.s.t. card mini-resum target those positions. 5. complet your resum and if necessari complet multipl version to target each position. 6. write appropri cover letter for the positions. 7. record and evalu respons to a set of standard interview questions. 8. record and evalu respons to a set of predict behavior interview questions. 9. record and evalu a respons to one situat interview question. 10. record and evalu a respons to one wild-card question. as the special ha focus throughout on the real-world skill you need to research yourself the market and a compani and ha given you strategi and tool to prepar for and succeed in an interview the capston project should align with what you have been train for and posit you to land the job you want!elev pitch write r&d manag relationship market lectur strategi market plan person advertis project futur self busi business-strategi

c++ class and objectsconversantin thi project you will creat an applic that defin a car class and creat one to mani car object use c++. object orient program is advantag becaus it allow the programm to think in term of the way peopl think of the real world in term of object like employe airplan and home for example. in procedur program the programm tend to think more in term of procedur or functions. in object-ori program in a languag such as c++ class and object are often use interchang but there is a distinct between the two. a class is a blueprint for objects. an automobil may come in mani differ make color and model but each car object ha those same attributes. a car class then contain the common attribut all car have; color make and model. when an object of a car is made from the car class it is then assign a specif color such as a red nissan sentra or a blue toyota camry. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput program instanc variabl crt0 procedur program gauss markov theorem project home directori class variabl order pair euler' totient function computer-sci software-develop

bim applic for engineersintermediatein order to effect reach the goal of learn student will get familiar with the model-build process. the second modul of the cours will be on how to use autodesk revit to build bim models. we will use an exampl case and guid student to build a 6-stori bim model from the cad draw step by step. then in the follow three modul we will introduc three essenti bim applic one by one in each modul name clash detect quantiti takeoff and 4d simulation. we will use autodesk revit and naviswork to build our bim model in thi course.autodesk civil engin 3d model architectur build inform model model autocad architectur simul naviswork autodesk revit architectur physical-science-and-engin mechanical-engin

python imput featur creation & statist analysisbeginnerin thi 3 and half hour long project-bas cours you will learn how to perform imput featur engin statist analysi train & evalu model and exploratori analysi and visual on your data.gener statist python program imput statist analysi exploratori data analysi miss data project featur engin evalu statist analysi data-sci machine-learn

how to teach usadvancedjoin high tech high in thi groundbreak new cours that follow the educ experi of variou student in our schools. we will will listen to them as they tell us how to teach us.smil music lectur applaus famili educ law hope causal opinion social-sci educ

integr market commun advertis public relat digit market and morebeginnerjust how familiar are you with a market commun campaign? learn more about thi key pillar in the market mix and use it to give the push your product or servic needs. through thi cours you will understand the most import issu when plan and evalu market commun strategi and executions. you'll be abl to combin the appropri theori and model with practic inform to make better market commun decisions. after complet thi cours you'll be abl to use integr market commun imc in the process of creat valuabl brand and win your consumers. ie busi school professor eda sayin will guid you through the process with the help of expert interview from intern market firm and will provid interest real-lif examples. after thi cours you will be equip with the knowledg to ensur that you make the correct decis when it come to commun and the placement of advertis and digit marketing.integr market commun market commun leadership and manag advertis strategi digit market commun market mix public relat market busi market

model thinkingbeginnerw live in a complex world with divers peopl firm and govern whose behavior aggreg to produc novel unexpect phenomena. we see polit upris market crash and a never end array of social trends. how do we make sens of it? models. evid show that peopl who think with model consist outperform those who don't. and moreov peopl who think with lot of model outperform peopl who use onli one. whi do model make us better thinkers? model help us to better organ inform - to make sens of that fire hose or hairbal of data choos your metaphor avail on the internet. model improv our abil to make accur forecasts. they help us make better decis and adopt more effect strategies. they even can improv our abil to design institut and procedures. in thi class i present a starter kit of model i start with model of tip points. i move on to cover model explain the wisdom of crowd model that show whi some countri are rich and some are poor and model that help unpack the strateg decis of firm and politicians. the model cover in thi class provid a foundat for futur social scienc class whether they be in econom polit scienc busi or sociology. master thi materi will give you a huge leg up in advanc courses. they also help you in life. here' how the cours will work. for each model i present a short easili digest overview lecture. then i'll dig deeper. i'll go into the technic detail of the model. those technic lectur won't requir calculu but be prepar for some algebra. for all the lectur i'll offer some question and we'll have quizz and even a final exam. if you decid to do the deep dive and take all the quizz and the exam you'll receiv a cours certificate. if you just decid to follow along for the introductori lectur to gain some exposur that' fine too. it' all free. and it' all here to help make you a better thinker!six sigma behavior econom econom logic model critic think analysi strateg think system think thought social-sci econom

electr power systemsbeginnerthi cours familiar you with standard and polici of the electr util industri and provid you with basic vocabulari use in the business. it introduc the electr power system from gener of the electr all the way to the wall plug. you will learn about the segment of the system and common compon like power cabl and transformers. thi cours is for individu consid a career in the energi field who have a high school diploma at minimum and basic knowledg of mathemat and exist energi sector employe with less than three year of experi who have not complet similar train and would benefit from a cours of foundat industri concepts. the cours is a combin of onlin lectur video read and discussions. thi is the first cours in the energi product distribut & safeti special that explor variou facet of the power sector and featur a culmin project involv creation of a roadmap to achiev a self-establish energy-rel profession goal. to learn more about the special check out a video overview at https//www.youtube.com/watch?v=2yh9qiyiudk.electr power transmiss student residu suppli chain smart grid renew energi sustain electr engin energi gener electr power gener physical-science-and-engin electrical-engin

new product develop for small busi and start-upsbeginnerin thi 1 hr 40 min long project-bas cours you will learn about the process of develop a new product for start-up compani and small and medium-s enterpris smes. you will learn about idea gener and the evalu process in product develop by use an idea gener model and onlin resourc like googl trend and amazon. you will use method to evalu your product concept through market segment growth potenti and the competit to your product. you will also evalu a supplier and the cost to your product by analyz compon price and product rates. by the end of thi project you will be abl to creat a full retrospect plan for the product launch and understand how and whi the specif are done. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.sal market segment plan entrepreneurship project throughput busi suppli chain model product develop product concept busi entrepreneurship

earth economicsbeginneraft thi cours you will be an earth economist that can provid evidence-bas advis on the best global policy. as an earth economist you will better understand the behavior and advic of economist have becom a better economist yourself and know where to find earth' data and how to analyz these world observations. our planet is too import we need you to get engaged! earth econom offer a complet new angl to polici analysi by it focu on the truli global level and it empir orient on veri recent data. sustain environment and relat to the un' sdg equal and heterodox that is non mainstream view on the economi are import for an earth economist. take stock of emerg planet data and analyz polici dure and follow the global crisi earth econom provid both a topic introduct into basic econom tool and concept as well as insight in highli relev problem and recent develop in planet product growth and governance. an import issu is the provis of global public goods. earth econom highlight the import of the unit nation intern monetari fund the world health organ and the world trade organization.econom of sustain sustain govern spend econom earth econom polici analysi behavior econom monetari polici environment econom economi social-sci econom

big data applic machin learn at scaleadvancedmachin learn is transform the world around us. to becom success you�d better know what kind of problem can be solv with machin learn and how they can be solved. don�t know where to start? the answer is one button away. dure thi cours you will - identifi practic problem which can be solv with machin learn - build tune and appli linear model with spark mllib - understand method of text process - fit decis tree and boost them with ensembl learn - construct your own recommend system. as a practic assign you will - build and appli linear model for classif and regress tasks; - learn how to work with texts; - automat construct decis tree and improv their perform with ensembl learning; - final you will build your own recommend system! with these skill you will be abl to tackl mani practic machin learn tasks. we provid the tool you choos the place of applic to make thi world of machin more intelligent. special thank to - prof. mikhail roytberg apt dept. mipt who wa the initi review of the project the supervisor and mentor of half of the bigdata team. he wa the one who help to get thi show on the road. - oleg sukhoroslov phd senior research at iitp ra who ha been teach mapreduc hadoop and friend sinc 2008. now he is lead the infrastructur team. - oleg ivchenko phd student apt dept. mipt pavel akhtyamov msc. student at apt dept. mipt and vladimir kuznetsov assist at p.g. demidov yaroslavl state univers superbrain who have develop and now maintain the infrastructur use for practic assign in thi course. - asya roitberg eugen baulin marina sudarikova. these peopl never sleep to babysit thi cours day and night to make your learn experi product smooth and exciting.ensembl learn gradient boost algorithm machin learn algorithm machin learn train scale random forest decis tree big data data-sci machine-learn

classif with transfer learn in kerasadvancedin thi 1.5 hour long project-bas cours you will learn to creat and train a convolut neural network cnn with an exist cnn model architectur and it pre-train weights. we will use the mobilenet model architectur along with it weight train on the popular imagenet dataset. by use a model with pre-train weight and then train just the last layer on a new dataset we can drastic reduc the train time requir to fit the model to the new data . the pre-train model ha alreadi learn to recogn thousand on simpl and complex imag featur and we are use it output as the input to the last layer that we are training. in order to be success in thi project you should be familiar with python neural network and cnns. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput vision kera featur comput vision machin learn adob indesign statist classif gener statist tensorflow project python program data-sci machine-learn

fintech disrupt innov implic for societyintermediatethi cours �fintech disrupt innov implic for society� help you understand how disrupt innov creat opportun in financ industri and it impact to societi especi your career. you would be abl to examin and analys how fintech innov would affect compani that relat to fintech servic and how it might affect your career in finance. you will learn about how peer to peer lend disrupt financ industri in differ countri the divers of impact by fintech in the comparison of east vs west big firm vs small firm and differ gener etc. how to predict fintech trend in differ market and final what you should do to pursu your career and secur your posit in fintech industry.financi servic financi institut peer-to-p lend innov market econom fintech outsourc peer-to-p global financi servic compani busi financ

data visual with tableau projectadvancedin thi project-bas cours you will follow your own interest to creat a portfolio worthi single-fram viz or multi-fram data stori that will be share on tableau public. you will use all the skill taught in thi special to complet thi project step-by-step with guidanc from your instructor along the way. you will first creat a project propos to identifi your goal for the project includ the question you wish to answer or explor with data. you will then find data that will provid the inform you are seeking. you will then import that data into tableau and prepar it for analysis. next you will creat a dashboard that will allow you to explor the data in depth and identifi meaning insights. you will then give structur to your data stori by write the stori arc in narr form. final you will consult your design checklist to craft the final viz or data stori in tableau. thi is your opportun to show the world what you�r capabl of - so think big and have confid in your skills!softwar busi analyt last mile analysi tableau softwar visual design data visual method of analyt tableaux exploratori data analysi brush and link data-sci data-analysi

user experi design � creat user profilesbeginnercr persona is a core skill for ux professionals. thi 1-hour long guid project will teach you how to prepar conduct and analyz user experi research studi that result in an understand of user need and design recommendations. at the end of thi cours you will have creat a user research spreadsheet a user journey map a user persona and final use all of the part you creat a user design presentation.project experi user experi busi flow network spreadsheet persona research user experi design document present busi business-essenti

the chang global orderintermediatehow are intern power relat chang and how can global peac and stabil be maintained? thi cours familiar you with some main theori of intern relat show how the global order is gradual chang and discuss how select intern and region organ contribut to the mainten of global peac and security. you learn what research find tell us in term of the capac of intern organ and actor to help prevent or stop violent conflict what tool are use to negoti agreement and how foundat for sustain peac are best created. we will also focu on the role of the european union in term of diplomaci and effort to prevent conflict the north atlant treati organ and the contribut of organ such as the african union to the prevent of conflict and war. we will studi the unit nation secur council and see in which way it membership could be adapt to more accur reflect the power relat of the current global order. through quizz and exercis test your knowledg of these subject you will understand crucial concept and get insight into how the academ studi of intern relat and intern organ contribut to the search for global stabil and peac in practice.intern relat conflict resolut affair arbitr global power polit coercion histori conflict resolut strategi foreign polici social-sci governance-and-societi

featur engineeringbeginnerw to know how you can improv the accuraci of your ml models? what about how to find which data column make the most use features? welcom to featur engin where we will discuss good vs bad featur and how you can preprocess and transform them for optim use in your models.apach beam cloud comput dataflow cloud platform googl cloud platform apach featur engin beam robot featur select tensorflow data-sci machine-learn

blockchain platformsadvancedthi fourth cours of the blockchain special provid learner with an understand of the broader blockchain ecosystem. learner are introduc to other blockchain platform detail of two decentr applic use case and challeng such as privaci and scalability. they are prepar to discuss permiss blockchain architectur of hyperledg and microsoft azure' blockchain as a servic model and analyz the augur and grid+ decentr applic platforms. cours materi includ emerg altern decentr model such as ipf and hashgraph challeng in broader blockchain adopt and continu improv solutions.appl develop smart contract file system scalabl blockchain escrow multisignatur microsoft azur ethereum solid computer-sci software-develop

transistor - field effect transistor and bipolar junction transistoradvancedthi cours can also be taken for academ credit as ecea 5632 part of cu boulder� master of scienc in electr engin degree. thi cours present in-depth discuss and analysi of metal-oxide-semiconductor field effect transistor mosfet and bipolar junction transistor bjt includ the equilibrium characterist mode of oper switch and current amplifi behaviors. at the end of thi cours learner will be abl to 1. understand and analyz metal-oxide-semiconductor mo devic 2. understand and analyz mo field effect transistor mosfet 3. understand and analyz bipolar junction transistor bjtblock cipher mode of oper bia radio frequenc rf optim lectur homework electron energi student residu oper manag electr engin physical-science-and-engin electrical-engin

malici softwar and it underground economi two side to everi storynot calibratedlearn about tradit and mobil malwar the secur threat they repres state-of-the-art analysi and detect techniqu and the underground ecosystem that drive such a profit but illeg business. malici softwar and it underground economi two side to everi stori is a short introductori and experiment i.e. pilot cours featur 6 lectures. each lectur last roughli anyth between 1h and 1.5h and is logic divid in a number of ~15 min self-contain units. although a non-neglig effort ha been made to fulfil thi breakdown some unit last definit longer and requir a bit more effort---just paus the video and take a break ;- in addit the cours featur 6 multiple-choic mandatori quizz i.e. 1 per lectur and 1 bonu quiz. pass all the mandatori quizz award a "pass" mark of the cours while pass all the mandatori quizz and the bonu one award a "distinction" mark.java enterpris platform bnc softwar clickjack browser exploit mobil secur man-in-the-brows iter deepen a* malwar bulletproof host cybercrim computer-sci software-develop

introduct to android graphicsintermediatethi cours will bring you up to speed with the fundament of 2d graphic and 3d graphic in android. thi cours provid the ideal primer for more advanc cours and applic for exampl opengl as well as virtual realiti in android. thi cours is uniqu becaus it cover the key concept and theori of 2d and 3d graphic while also show you how to implement these in android practically. thi provid a solid understand and grasp of the subject matter which will be applic in a varieti of settings. the final assign will provid you with an artefact which you can use for your profession portfolio to evid your skills.mobil develop comput graphic 2d comput graphic perspect project android studio opengl android develop scale gimbal lock three-dimension graph computer-sci mobile-and-web-develop

3d interact design in virtual realityadvancedthi cours will teach you about one of the most import aspect of vr how you interact with a vr world. virtual realiti is complet differ from an on screen app or game. you are complet immers in a vr world so it doesn't make sens to interact onli through button or menus. you will get the most out of vr if you can interact with the world just as you would with the real world with your natur bodi movements. you will learn about the basic concept and technolog of vr interaction. you will then get hand on learn about how to move around in vr and how to interact with the object in your world. the cours will finish with some advic from expert on vr interact design and you will do a project where you will get real experi of develop vr interaction.aug realiti 3d interact user interfac virtual realiti redirect walk graphic user interfac interact design interact interfac hyperinteg computer-sci design-and-product

secur & safeti challeng in a global worldintermediatesecur and safeti challeng rank among the most press issu of modern times. challeng such as cyber-crim terror and environment disast impact the live of million across the globe. these issu also rank high on the agenda of politician intern organ and businesses. they also featur promin in the public conscienc and in government policies. in the current interconnect world secur challeng are becom increasingli complex. facilit by develop as global and the spread of network and hyper-connect technolog new safeti and secur challeng aris and impact local nation region and intern level which dramat increas their complex and scale. as such solut to contemporari secur challeng requir a wide array of actor oper on multipl level of governance. the cours will introduc you to the broad theme of secur and safeti in an increasingli complex world. togeth we will search for answer to import question what is secur and safety? how can we understand complex modern-day secur and safeti challenges? and how do we deal with such challenges? thi cours combin scholarli inquiri from multipl disciplin rang from terror studi to crisi manag to medic scienc with real-lif case to explor and understand complex modern-day safeti and secur challenges.terror criminolog intern relat safeti cultur secur wick problem secur manag emerg manag safeti leadership and manag social-sci governance-and-societi

the role of global capit marketsbeginnerin thi cours particip will learn about how differ market around the world can interact to creat valu for and effect manag the risk of corpor and their stakeholders. thi is part of a special in corpor financ creat in partnership between the univers of melbourn and bank of new york mellon bni mellon. view the mooc promot video here http//tinyurl.com/j7wyowocapit market global efficient-market hypothesi financ financi intermediari asset commod market price discoveri foreign exchang market market econom busi financ

ibm it assess identifi the right career for you!beginnerther are endless possibl for you in the field of inform technolog and we want to make sure you get start in the right place. ibm is collabor with myinnergeniu one of the world� lead assess compani to help you determin the job role you will love -- career that are a great match for you � even if you�v never consid a role in it. thi program includ assess in area such as proof read basic math and problem-solv -- as well as person trait -- to help you find job role that fit your natur skill abil and personality. there is no studi involv here regardless of your educ or background these assess will help you find a role where you have the best chanc to be success and advanc in your career. after you take the assess we will provid you with a list of role and train path that are a great fit for you. imagin have a person career coach that would be abl to do that? and thi servic is entir free to you. in addit you have the chanc to earn ibm digit badg that will connect you with job opportunities. ibm digit badg display real-tim job list which match your skills. you can search by locat salari and compani and even appli directli for a job right from within your search. and you can opt in to ibm� talent match service. talent match is an ibm program which allow employ to find you and make a connection. all of thi is complet free and entir confidential. you control your data and you can share it if you would like. * note befor you begin we recommend you find a locat where you will not be distract or interrupted. the entir assess take about an hour so give yourself plenti of time so you do not feel rushed. thi is your time to discov the mani possibl that await you.ord match system human resourc career educ psycholog busi analyt coach psycholog list person inform technolog educ assess personal-develop personal-develop

transfer learn for nlp with tensorflow hubbeginnerthi is a hands-on project on transfer learn for natur languag process with tensorflow and tf hub. by the time you complet thi project you will be abl to use pre-train nlp text embed model from tensorflow hub perform transfer learn to fine-tun model on real-world data build and evalu multipl model for text classif with tensorflow and visual model perform metric with tensorboard. prerequisit in order to success complet thi project you should be compet in the python program languag be familiar with deep learn for natur languag process nlp and have train model with tensorflow or and it kera api. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.natur languag model statist classif tensorflow perform document classif infer text corpu deep learn natur languag process data-sci machine-learn

build nlp pipelin use scikit-learnadvancedin thi 2-hour long project-bas cours you will understand the busi problem and the dataset and learn how to gener a hypothesi to creat new featur base on exist data. you will learn to perform text pre-process and creat custom transform to gener new featur in to pass into the machin learn pipeline. and you will implement nlp pipelin creat your own custom transform and build a text classif model. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.data analysi machin learn natur languag process project model scikit-learn exploratori data analysi model build estim statist classif data-sci machine-learn

edit your photo for social media market use picsartbeginnerconsum are constantli overload with inform and imag in social media. part of social media market is learn creativ way to draw attent to product and servic oftentim on a lean budget. in thi follow-on to introduct to picsart for social media market project learner will creat anoth edit photo project for social media use the free version of picsart. new tool and option for edit will be introduc throughout the project. picsart is a web-bas photo and video edit program. learner can easili creat and implement creativ edit with onlin design tool to use when market their business. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.edit project budget social media social media market employ media market video edit media psycholog download busi market

design the organizationintermediateorgan are complex and can be difficult to manag well. so manag need tool to help them better understand and deal with the mani complex and challeng associ with organiz life. in thi cours you will learn theori principl and framework that will help you to design more effect organizations. we will view organ from differ perspect that we will use as lens to help us bring common organiz challeng and solut to those challeng into focus. some of these common challeng includ clarifi the organization� purpos set up effect govern system measur organiz effect choos an appropri organiz structur deal with grow pain and respond to chang outsid the organization. as you learn and appli the principl from thi cours you will be better prepar to effect navig the challeng that you face in your own organization.leadership and manag leadership organ design critic graph corpor bond corpor govern perform manag organiz structur organiz theori strateg manag busi leadership-and-manag

energi environ and everyday lifebeginnerfor a sampl of what thi cours will includ see the video "energi environ and everyday life mooc with univers of illinoi professor david ruzic" - http//go.citl.illinois.edu/energy-mooc thi cours teach you everyth you need to know about energi the environ and at least a number of thing in everyday life. it start by talk about energi itself and where it come from. thi includ how much we have who ha it who use it and what that all means. the video clip are produc in a fast-pac multimedia format dure which professor ruzic throw in fun and demonstrations. there are multiple-choic question to check your understand and some more in-depth exercis to guid you deeper into the subject. after explain the main thing we use energi for � our car and electronics! � fossil fuel are examin in detail. want to realli learn about frack or pipelines? watch these segments. the environment effect of fossil fuel are taught as well. global warm acid rain and geoengin all are in thi part of the course. part of their solut is too. renew follow with clip on solar wind hydro geotherm biofuel etc. you�ll even see professor ruzic in a corn field and in the middl of a stream show how you could dam it up. final nuclear power is taught in detail � how it realli work and what happen when it doesn�t work as in three mile island chernobyl and fukushima as well as how we are make it today which is shown here without polit preconceptions. in thi cours econom take center stage. peopl will ultim do whatev cost the least so energi polici is most effect when it is target at the user� wallet. throughout the cours there are 24 segment on �how thing work." these guid to everyday life are tremend vari cover everyth from firework to make beer to what happen backstag at a theater. the cours is design to be enjoy as well as informative. we hope you will take a look!wind energi oil physic solar energi hydropow energi natur ga chemistri renew energi observatori physical-science-and-engin environmental-science-and-sustain

biospher 2 scienc for the futur of our planetbeginnerar you readi to take an incred journey around planet earth and beyond? in thi cours you will delv into a world of innov scienc and learn from a team of biospher 2 and univers of arizona researchers. from plant and soil to ocean and rainforest the moon mar and more thi cours is an excit opportun for anyon interest in scienc and earth stewardship. learn how a uniqu research station in the arizona desert is use to investig big idea such as how earth system interact the effect of climat chang and what our futur holds. go back in time thousand of year with inform lock in ancient tree and travel into an imagin futur where human becom martians. collect and analyz your own scientif data discuss big question with particip from around the world and gain novel insight and understand about our wonder uniqu planet.clim chang solar system biodivers astrobiolog biospher ecosystem ecolog ecosystem earth system botani physical-science-and-engin environmental-science-and-sustain

map and the geospati revolutionintermediatelearn how advanc in geospati technolog and analyt method have chang how we do everyth and discov how to make map and analyz geograph pattern use the latest tools. the past decad ha seen an explos of new mechan for understand and use locat inform in widely-access technologies. thi geospati revolut ha result in the develop of consum gp tool interact web map and location-awar mobil devices. these radic advanc are make it possibl for peopl from all walk of life to use collect and understand spatial inform like never before. thi cours bring togeth core concept in cartographi geograph inform system and spatial think with real-world exampl to provid the fundament necessari to engag with geographi beyond the surface-level. we will explor what make spatial inform special how spatial data is creat how spatial analysi is conduct and how to design map so that they�r effect at tell the stori we wish to share. to gain experi use thi knowledg we will work with the latest map and analysi softwar to explor geograph problems.map order pair cartographi gi softwar geograph inform system scale global posit system themat map map spatial analysi data-sci data-analysi

busi english manag and leadershipadvancedar you a busi execut or a manag who use english in your career? then you know that good busi commun in english requir focu vocabulari and specif linguist structures. in thi cours you will follow along a recent promot manag as she build and lead her team to success. togeth you will practic the languag and style of commun need in english for �\trecruit and train a profession team to work togeth with integr and respect �\tmanag and particip in well-organ meet �\tmake telephon confer more effici �\twrite profession email that are easi to read the activ in thi cours will give you the opportun to share your experi and receiv immedi feedback from other busi profession around the world.email write commun busi commun write coach languag email leadership leadership and manag english languag language-learn learning-english

regress with automat differenti in tensorflowbeginnerin thi 1.5 hour long project-bas cours you will learn about constant and variabl in tensorflow you will learn how to use automat differenti and you will appli automat differenti to solv a linear regress problem. by the end of thi project you will have a good understand of how machin learn algorithm can be implement in tensorflow. in order to be success in thi project you should be familiar with python gradient descent linear regression. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.tensorflow project machin learn algorithm automat differenti linear linear regress calculu python program regress data-sci machine-learn

use python to access web dataconversantthi cours will show how one can treat the internet as a sourc of data. we will scrape pars and read web data as well as access data use web apis. we will work with html xml and json data format in python. thi cours will cover chapter 11-13 of the textbook �python for everybody�. to succeed in thi cours you should be familiar with the materi cover in chapter 1-10 of the textbook and the first two cours in thi specialization. these topic includ variabl and express condit execut loop branch and try/except function python data structur string list dictionari and tupl and manipul files. thi cours cover python 3.pars web api python program regular express web comput program json xml web scrape applic program interfac computer-sci software-develop

capston cours start up your fintech futurebeginnerthi is the final cours in the fintech emerg market specialization. thi cours assum you have complet the first three cours of thi specialization. for thi capston project you will need to prepar a busi model canva and pitch for your startup. thi will involv identifi opportun for a new servic product or applic assess the regulatori context and propos appropri fintech or non-fintech technologies. the three main part of the busi plan are to i the busi challeng statement - identifi opportun for new servic and the custom ii a busi model canva which will includ a feasibl analysi that includ assess the regulatori context and iii present a video pitch which includ develop a pitch deck.cost sale present busi plan project fintech peer review write model busi model canva brainstorm busi entrepreneurship

anatomi gastrointestin reproduct and endocrin systemsintermediatein thi anatomi cours part of the anatomi special you�ll learn about the variou digest endocrin and reproduct organ their function and pathway of nerv and blood vessel serv these organs. clinic correl and vignett will be use to highlight the import of these anatom structur and their relationships. imag and video from cadaver and artist materi will be use to illustr these concepts.growth hormon mammari gland hormon anatomi scrotum digest system ovari gland pharynx gland life-sci basic-sci

univers admiss predict use multipl linear regressionintermediatein thi hands-on guid project we will train regress model to find the probabl of a student get accept into a particular univers base on their profile. thi project could be practic use to get the univers accept rate for individu student use web application. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.standard score model coeffici of determin regress linear regress data analysi student residu project python program linear data-sci machine-learn

scienc literacyadvancedfak news or good science? in a world where we have access to unlimit inform it is hard to sift through the echo chamber of opinion fuel by emot and person bias rather than scientif evidence. scienc literaci will teach you about the process of scienc how to think critic how to differenti scienc from pseudosci how indigen wisdom can inform scienc how to understand and design a scientif studi and how to critic evalu scientif commun in the media. everi modul will build your new skill-bas with real life exampl and at the end of each modul you will have to appli these skill to scientif question talk point and controversi in the world. warn thi cours requir an open mind and the abil to self-reflect. in scienc literaci you�ll hear from special guest timothi caulfield canada research chair in health law and polici and star of netflix� �a user' guid to cheat death� on pseudosci dr. torah kachur scientist and cbc journalist on scienc commun and miscommunication! christian nelson citizen scientist and creator of edmonton weather nerderi on experiment design meti elder elmer ghostkeep and cree elder rose wabasca on the holist natur of indigen wisdom and how it can work with the scientif process dr. david rast on uncertainti and decis makingscientif observ hypothesi scienc commun conserv biolog health empir research empir evid scientif method health law evidence-bas practic life-sci basic-sci

electrodynam in-depth solut for maxwell� equationsbeginnerthi cours is the fourth cours in the electrodynam seri and is directli proceed by electrodynam electr and magnet fields. previous we have learn about visual of field and solut which were not time dependent. here we will return to maxwell' equat and use them to produc wave equat which can be use to analyz complex system such as oscil dipoles. we will also introduc ac circuit and how they can be simplifi solv and applied. learner will �\thave a complet understand of maxwell' equat and how they relat to the magnet and electr potentials. �\tbe abl to solv problem relat to move charg and add relativist correct to the equat �\tunderstand the differ compon in ac circuit and how their presenc can chang the function of the circuit. the approach taken in thi cours complement tradit approach cover a fairli complet treatment of the physic of electr and magnet and add feynman� uniqu and vital approach to grasp a pictur of the physic universe. furthermor thi cours uniqu provid the link between the knowledg of electrodynam and it practic applic to research in materi scienc inform technolog electr engin chemistri chemic engin energi storag energi harvest and other materi relat fields.energi electr engin lectur physic f.lux sourc full configur interact chemistri window metafil chemic engin physical-science-and-engin electrical-engin

seek invest alphabeginnerin thi 1-hour long project-bas cours you will learn how to use beta to compar stock� exposur to the systemat risk and use alpha to quantifi the investment� return over the market return. attent to take thi cours it is requir that you are familiar basic financi risk manag concepts. you can gain them by take the guid project compar stock return with googl sheets. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi marketseek trade leadership systemat risk project risk invest rate of return financ stock busi financ

foundat for interview with confidenceadvancedthi is cours 2 in the salesforc sale develop repres profession certificate. in order to success complet the cours pleas ensur you have taken cours 1 groundwork for success in sale development. the goal of thi cours is to prepar you to build your profession tech sale portfolio and develop and leverag your person and profession brand. you will be prime to ace your interview and leav a last impress on your futur employer. these skill will get you in the door of a fast-grow tech compani and launch your tech sale career. cours 2 in the sale develop repres sdr profession certif will give you the necessari skill to launch a career in the non-techn side of the tech industry. by the end of the cours you will be abl to - develop an understand of the tech industri landscap in order to cultiv a long term career plan - construct an intim understand of your audienc and express a person stori that is unforgett - formul a results-driven profession portfolio that showcas your track record and set you apart from other candid - creat a last impress through the interview process to be success in thi cours you should have - an abil to commun in verbal and written form in a way that is access and understand by a gener audienc you don�t need to be formal or refin - baselin comput literaci you must be abl to use a word processor web search and email - familiar with social media includ linkedin - abil and willing to learn new technolog tool - motiv to grow person and profession - hunger for feedback and coach - success complet cours 1 in thi trainingsalesforc sale empathi exhibit audienc person brand interview crowd stand ovat confid busi business-essenti

get start with googl classroombeginnerbi the end of thi project you will be readi to use googl classroom to simplifi teach and learn with your class. googl classroom is a �free and easi tool help educ effici manag and assess progress while enhanc connect with learner from school from home or on the go.� throughout thi project we will work togeth to set up your classroom learn how to creat assign and much more. whether you are teach onlin or in person googl classroom will help simplifi your year while engag student and creat connect at home. *you will need a free googl account for thi project.sign english languag educ account schedul commun process internet of thing project mine train social-sci educ

introduct to ui designconversantin thi cours you will gain an understand of the critic import of user interfac design. you will also learn industry-standard method for how to approach the design of a user interfac and key theori and framework that underli the design of most interfac you use today. through a seri of case studi on commerci system - mani of which you like use on a regular basi - we will illustr the benefit of good design. we will also demonstr how the cost of bad design can often be sever in user experi money and even human lives. you will then gain a high-level understand of the user-interfac design process. you will be introduc to common design scenario - e.g. improv on exist design and start a new design from scratch - and the gener design process that tend to be use for each scenario. final we will begin introduc the larg bodi of exist knowledg on design by provid overview of core user interfac design theori and concepts. thi key foundat inform will help you avoid �reinvent the wheel� when you are design your interfac in thi specialization.us user interfac experi interfac evalu java annot user interfac design principl principl of user interfac design user experi computer-sci design-and-product

build and analyz linear regress model in rbeginnerbi the end of thi project you will learn how to build and analys linear regress model in r a free open-sourc program that you can download. you will learn how to load and clean a real world dataset. next you will learn how to build a linear regress model and variou plot to analyz the model� performance. lastli you will learn how to predict futur valu use the model. by the end of thi project you will becom confid in build a linear regress model on real world dataset and the know-how of assess the model� perform use r program language. linear regress model are use in identifi critic relationship between predictor or factor and output variable. these relationship can impact a busi in the futur and can help busi owner to make decisions. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.linear machin learn model regress analysi summari statist linear regress r program data analysi test set regress data-sci machine-learn

ui design capstoneintermediatethi capston cours for the ui design special is a group design project in which you will combin and demonstr the user research design/prototyp and evalu skill you'v learn by design the solut to one of a set of select projects.test plan no frill cognit walkthrough evalu i-dea user interfac design user interfac user experi user research heurist evalu computer-sci design-and-product

customis your model with tensorflow 2advancedwelcom to thi cours on customis your model with tensorflow 2! in thi cours you will deepen your knowledg and skill with tensorflow in order to develop fulli customis deep learn model and workflow for ani application. you will use lower level api in tensorflow to develop complex model architectur fulli customis layer and a flexibl data workflow. you will also expand your knowledg of the tensorflow api to includ sequenc models. you will put concept that you learn about into practic straight away in practic hands-on code tutori which you will be guid through by a graduat teach assistant. in addit there is a seri of automat grade program assign for you to consolid your skills. at the end of the cours you will bring mani of the concept togeth in a capston project where you will develop a custom neural translat model from scratch. tensorflow is an open sourc machin librari and is one of the most wide use framework for deep learning. the releas of tensorflow 2 mark a step chang in the product develop with a central focu on eas of use for all user from beginn to advanc level. thi cours follow on directli from the previou cours get start with tensorflow 2. the addit prerequisit knowledg requir in order to be success in thi cours is profici in the python program languag thi cours use python 3 knowledg of gener machin learn concept such as overfitting/underfit supervis learn task valid regularis and model select and a work knowledg of the field of deep learn includ typic model architectur mlp cnn rnn resnet and concept such as transfer learn data augment and word embeddings.process compil model recurr neural network part-of-speech tag deep learn tensorflow time seri artifici neural network pytorch data-sci machine-learn

explor quantum physicsadvancedan introduct to quantum physic with emphasi on topic at the frontier of research and develop understand through exercise.phys classic mechan astronomi acoust materi homework tailor access oper interpret lectur quantum mechan physical-science-and-engin physics-and-astronomi

tensorflow for ai neural network representationintermediatethi guid project cours is part of the "tensorflow for ai" seri and thi seri present materi that build on the first cours of deeplearning.ai tensorflow develop profession certif which will help learner reinforc their skill and build more project with tensorflow. in thi 1.5-hour long project-bas cours you will learn practic how to work on a deep learn task in the real world and creat train and test a neural network with tensorflow use real-world imag and you will get a bonu deep learn exercis implement with tensorflow. by the end of thi project you will have creat a deep neural network with tensorflow on a real-world dataset. thi class is for learner who want to use python for build neural network with tensorflow and for learner who are current take a basic deep learn cours or have alreadi finish a deep learn cours and are search for a practic deep learn project with tensorflow project. also thi project provid learner with further knowledg about creat and train convolut neural network and improv their skill in tensorflow which help them in fulfil their career goal by ad thi project to their portfolios.train deep learn tensorflow world file materi artifici neural network seri a round project mine model order pair data-sci machine-learn

regress model in practiceintermediatethi cours focus on one of the most import tool in your data analysi arsen regress analysis. use either sa or python you will begin with linear regress and then learn how to adapt when two variabl do not present a clear linear relationship. you will examin multipl predictor of your outcom and be abl to identifi confound variabl which can tell a more compel stori about your results. you will learn the assumpt underli regress analysi how to interpret regress coeffici and how to use regress diagnost plot and other tool to evalu the qualiti of your regress model. throughout the cours you will share with other the regress model you have develop and the stori they tell you.odd ratio regress confound analysi logist regress model regress diagnost data analysi suppli chain regress analysi data-sci probability-and-statist

approxim algorithm part iadvancedapproxim algorithm part i how effici can you pack object into a minimum number of boxes? how well can you cluster node so as to cheapli separ a network into compon around a few centers? these are exampl of np-hard combinatori optim problems. it is most like imposs to solv such problem effici so our aim is to give an approxim solut that can be comput in polynomi time and that at the same time ha provabl guarante on it cost rel to the optimum. thi cours assum knowledg of a standard undergradu algorithm cours and particularli emphas algorithm that can be design use linear program a favorit and amazingli success techniqu in thi area. by take thi cours you will be expos to a rang of problem at the foundat of theoret comput scienc and to power design and analysi techniques. upon complet you will be abl to recogn when face with a new combinatori optim problem whether it is close to one of a few known basic problem and will be abl to design linear program relax and use random round to attempt to solv your own problem. the cours content and in particular the homework is of a theoret natur without ani program assignments. thi is the first of a two-part cours on approxim algorithms.algorithm approxim integ program combinatori optim linear program relax knapsack problem random round dynam program linear program approxim algorithm computer-sci algorithm

career decis from insight to impactintermediatei am an adult development psychologist by train and a career counselor by trade current the director of the gordon career center at wesleyan univers in connecticut. in thi cours i draw from my decad of experi as well as research from the field of psycholog organiz behavior and sociolog to help you understand best practic for make career decisions. thi content will help you develop the tool you need to make the right choic for you from decid an area of studi to explor potenti line of work to pursue�and know when to pivot at ani time in your career.psycholog thought analysi paralysi adult educ experi career counsel career person ident career develop counsel personal-develop personal-develop

check point jump start smb network securityintermediatethi cours introduc you to check point' small and medium busi smb network secur appliances. you will learn how to deploy configur manag and monitor network secur polici on the smb applianc platform. when you complet thi cours you will understand the featur and function of the current small / medium busi smb product as well as the procedur for instal upgrad and maintain the smb appliance. in addit thi cours will teach you how to configur and view network traffic and threat prevent log data as well as how to monitor your smb deployment. other import concept are cover such as configur cluster for high avail enabl ssl inspect and the process for enabl virtual privat network for remot user and remot sites. upon complet of thi cours you will be prepar to deploy configur and administr a check point small/medium busi network secur appliance.encrypt inspect zero-day comput authent secur mobil app network secur data cluster algorithm troubleshoot privat network computer-sci computer-security-and-network

account analysi ii account for liabil and equityadvancedthi cours is the fourth cours in a five-cours financi report specialization. thi cours focus on the recognit measur and subsequ account for equiti pension share-bas compens and cash flow util the fasb account standard codif and other resources.comprehens incom treasuri stock dividend common stock cost benefit analysi financi statement account intern financi report standard stock incom busi business-essenti

introduct to docker build your own portfolio sitebeginnerin thi 1-hour long project-bas cours on introduct to docker build your own portfolio websit you will learn how to use docker on the command line and creat your own portfolio websit from a bootstrap templat in a docker container. you will get to explor and demystifi the docker landscap and see how docker work by use it. you will learn mani fundament concept which will help you progress in your career studi and knowledg such as imag contain the registri the client/serv model in docker via the docker engin etc. you will use variou command and becom comfort spin up contain do basic debug to see status of contain link local file to file insid of docker and learn basic network to map a contain port to a port on your local host machin to set up a develop environ with docker. most importantli you will leav thi cours more confid in your knowledg of docker and readi to understand docker at a more advanc level and readi to contribut better to your technic or develop team note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.redi docker softwar softwar angularj laravel html and css project html demo angular information-technolog cloud-comput

build an app in android studio use resourcesbeginnerin thi project you will build an android app with imag string and a string array that are save as resourc in the project can be access by refer throughout the app. you will use the java program languag and will be given an explan of the use of use resources. in differ part of the re resourc directori of your android studio project you will put imag creat string and creat a string array and all of these will be access for all appropri widget in your app. thi app will have a piec of text from the string file ask the user to select the name of an author from a spinner a type of drop down menu where the user select from a set of option - from the string file. there will be an imag imageview below the spinner which will chang from the drawabl directori to match whichev author the user selects. beneath thi will be a piec of text textview with the name of a book and the year it wa publish from the string file which will chang to match the select author. final there will be anoth piec of text textview which will contain an appropri quot from the string file from the name book when the user close the app the program will rememb the final choic made by the user in their previou visit. you will upload an apk of the app to a websit call appetize.io to test the app. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesandroid studio java softwar platform upload project drop-down list comput program android develop download interfac java program computer-sci mobile-and-web-develop

explain machin learn with lime and h2o in rbeginnerwelcom to thi hands-on guid introduct to explain machin learn with lime and h2o in r. by the end of thi project you will be abl to use the lime and h2o packag in r for automat and interpret machin learn build classif model quickli with h2o automl and explain and interpret model predict use lime. machin learn ml model such as random forest gradient boost machin neural network stack ensembl etc. are often consid black boxes. howev they are more accur for predict non-linear phenomena due to their flexibility. expert agre that higher accuraci often come at the price of interpret which is critic to busi adopt trust regulatori oversight e.g. gdpr right to explan etc.. as more industri from healthcar to bank are adopt ml model their predict are be use to justifi the cost of healthcar and for loan approv or denials. for regul industri that use machin learn interpret is a requirement. as final doshi-velez and been kim put it interpret is "the abil to explain or to present in understand term to a human.". to success complet the project we recommend that you have prior experi with program in r basic machin learn theori and have train ml model in r. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.statist classif random forest accuraci and precis natur languag process interpret linear model machin learn linear model approxim data-sci machine-learn

valuat for startup use discount cash flow approachintermediatediscount cash flow method mean that we can find firm valu by discount futur cash flow of a firm. that is firm valu is present valu of cash flow a firm gener in the future. in order to understand the mean of present valu we are go to discuss time valu of money first. that is the valu of $100 today is differ from the valu of $100 a year later. then what should be the present valu of $100 that you are go to receiv in 1 year? how about the valu of $100 dollar that you are go to receiv everi year for next 10 years? how about forever? after take thi cours you are go to be abl to find the present valu of these type of cash flow in the future. unlik most of financ cours in thi cours you are go to learn how to use excel to find present valu of futur cash flows. in addit to the present valu you are also go to learn how to find futur valu given investment; interest rate given invest and futur cash flow payment given interest rate number of period to wait given invest and interest rate and so on. after learn the concept and how to find the time valu of money you are go to appli thi to real world exampl and compani valuation. after take thi cours you will be readi to make an estim of firm valu by discount it cash flow in the future.cash flow bond valuat microsoft excel flow network enterpris valu discount cash flow financ discount perpetu present valu busi financ

program foundat with javascript html and cssbeginnerlearn foundat program concept e.g. function for loop condit statement and how to solv problem like a programmer. in addit learn basic web develop as you build web page use html css javascript. by the end of the cours will creat a web page where other can upload their imag and appli imag filter that you create. after complet thi cours you will be abl to 1. think critic about how to solv a problem use programming; 2. write javascript program use function for loop and condit statements; 3. use html to construct a web page with paragraph div imag link and lists; 4. add style to a web page with css id and classes; and 5. make a web page interact with javascript command like alert onclick onchang ad input featur like an imag canva button and slider.html and css web page javascript web develop comput program web design html html5 web css computer-sci mobile-and-web-develop

the scienc of train young athletesbeginnerseventi percent of kid drop out of sport befor their high school graduation. onli 15% leav becaus they feel they are not good enough. almost 70% leav becaus they were not have fun or due to problem with the coach. injuri caus 30% to give up sports. thi cours is pack full of practic sport scienc inform that provid youth coach and parent with the practic pediatr sport scienc insight to success retain young athlet and develop their sport potenti while avoid injuri and overtraining. we begin by examin the multidimension natur of coach the relev sport motor perform abil the impact of growth and develop on motor skill the gene versu practic controversi and briefli overview the bodi structur strengthen through training. then we explor the athlete' energi suppli where thi energi come from and how it matur along with the athlete. final we examin the develop of strength power anaerob capac coordin and flexibl through the life span. the option text manual for thi cours is avail at http//www.learnitez.com/highperformancescience/manuals/adolesc train train program perform puberti sport youth endur earli childhood coach personal-develop personal-develop

the world of the string quartetnot calibratedarnold steinhardt first violin of the intern acclaim guarneri string quartet invit music listen to the world of the string quartet repertoir and ensemble. journey with him and interpret analysi instructor mia chung through the histori and featur of quartet music color by stori of legendari quartet and insight from the stage. thi season' curti cours are sponsor by linda richardson in love memori of her husband dr. paul richardson.art histori languag innov anguish music thought drama death piano latex arts-and-human music-and-art

a law student' toolkitadvancedwheth you are an advanc law student look to review the basic or an aspir law student look for head start thi cours will help you build the foundat you will need to succeed in law school and beyond. thi cours will introduc you to terminolog concept and tool lawyer and legal academ use to make their arguments. it will help you follow these arguments�and make argument of your own. thi cours consist of a seri of short lectur and assignments. a read list complement each lesson provid you with a roadmap to help you explor the subject matter more deepli on your own. although the lesson may cross-refer each other they are modular in natur you should feel free to approach them in whatev order fit your schedul interest and needs.leg analysi legal terminolog law write famili law analysi busi law legal write legal research corpor law social-sci law

introduct to appli machin learningintermediatethi cours is for profession who have heard the buzz around machin learn and want to appli machin learn to data analysi and automation. whether financ medicin engin busi or other domain thi cours will introduc you to problem definit and data prepar in a machin learn project. by the end of the cours you will be abl to clearli defin a machin learn problem use two approaches. you will learn to survey avail data resourc and identifi potenti ml applications. you will learn to take a busi need and turn it into a machin learn application. you will prepar data for effect machin learn applications. thi is the first cours of the appli machin learn special brought to you by coursera and the alberta machin intellig institute.algorithm machin learn algorithm appli machin learn test set machin learn order pair train human learn deep learn busi requir data-sci machine-learn

whole genom sequenc of bacteri genom - tool and applicationsintermediatethi cours will cover the topic of whole genom sequenc wg of bacteri genom which is becom more and more relev for the medic sector. wg technolog and applic are high on intern polit agenda as the classic method are be replac by wg technolog and therefor bioinformat tool are extrem import for allow the peopl work in thi sector to be abl to analyz the data and obtain result that can be interpret and use for differ purposes. the cours will give the learner a basi to understand and be acquaint with wg applic in surveil of bacteria includ speci identif type and character of antimicrobi resist and virul trait as well as plasmid characterization. it will also give the opportun to learner to learn about onlin tool and what they can be use for through demonstr on how to use some of these tool and exercis to be solv by learner with use of freeli avail wg analysi tool . by the end of thi cours you should be abl to 1. describ the gener principl in type of bacteria 2. give exampl of the applic of whole genom sequenc to surveil of bacteri pathogen and antimicrobi resist 3. appli genom tool for sub-typ and surveil 4. defin the concept of next-gener sequenc and describ the sequenc data from ng 5. describ how to do de novo assembl from raw read to contig 6. enumer the method behind the tool for speci identif mlst type and resist gene detect 7. appli the tool for speci identif mlst type and resist gene detect in real case of other bacteri and pathogen genomes. 8. describ the method behind the tool for salmonella and e.coli type plasmid replicon detect and plasmid type 9. util the tool for salmonella and e.coli type plasmid replicon detect and plasmid type in real case of other bacteri and pathogen genomes. 10. explain the concept and be abl to use the integr bacteri analysi pipelin for batch analysi and type of genom data 11. demonstr how to construct phylogenet tree base on snp 12. appli the phylogenet tool to construct phylogenet tree and explain the related of bacteri or pathogen strain 13. describ how to creat your own sequenc databas 14. util the mydbfind tool to detect genet marker of interest from whole genom sequencingantimicrobi bioinformat analysi bacteri genom whole genom sequenc phylogenet plasmid genom antimicrobi resist speci life-sci research

pattern discoveri in data miningintermediatelearn the gener concept of data mine along with basic methodolog and applications. then dive into one subfield in data mine pattern discovery. learn in-depth concept method and applic of pattern discoveri in data mining. we will also introduc method for data-driven phrase mine and some interest applic of pattern discovery. thi cours provid you the opportun to learn skill and content to practic and engag in scalabl pattern discoveri method on massiv transact data discuss pattern evalu measur and studi method for mine divers kind of pattern sequenti pattern and sub-graph patterns.text mine spade softwar sequenti pattern mine apriori algorithm pattern recognit text corpu algorithm lambda lift a priori data mine data-sci data-analysi

logic for economistsintermediatethi cours provid a veri brief introduct to basic mathemat concept like proposit and predic logic set theori the number system and proof techniques. at the end of the cours student will be abl to 1 detect the logic structur behind simpl puzzl 2 be abl to manipul logic express 3 explain the connect between logic and set theori 4 explain the differ between natur integ ration real and complex number 5 recognis differ basic proof techniquesset theori econom hypothesi theori law economi mathemat econom calculu logic probabl interpret logic math-and-log math-and-log

machin learn predict poison mushroom use a random forest model and the fftree packag in rbeginnerin thi 1-hour long project-bas cours you will learn how to complet a train and test set use an r function practic look at data distribut use r and ggplot2 appli a random forest model to the data use the fftree packag in r and examin the result use a confus matrix. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.bar chart ggplot2 io develop depend and independ variabl random busi analyt chart machin learn financi model project data-sci data-analysi

physic basic of quantum computingintermediatequantum inform and quantum comput is a new rapidli develop branch of physic that ha arisen from quantum mechan mathemat physic and classic inform theory. signific interest in thi area is explain by the great prospect that will open upon the implement of it idea captur almost all area of human activ relat to the transfer storag and process of information. the purpos of thi cours is to show the basic idea of quantum informat as well as the physic law and basic mathemat principles. much attent is paid to such phenomena as quantum entangl quantum parallel and quantum interference. it is these phenomena that underli most of the known quantum protocol and algorithm which are devot to individu section of thi course. in particular from the cours student will learn about quantum teleport quantum algorithm quantum error correct and other topic relat to the quantum comput theory. as a result of the cours the student will be abl to master the modern mathemat apparatu of quantum mechan use in quantum comput master the idea that underli the most import quantum logic algorithm and protocol for transmit and process quantum inform and learn how to solv problem on these topics. about the cours consist of six modul which are arrang in two parts. the first part modul 1-2 focus on the mathemat apparatu and the foundat of quantum mechanics. physic law and process which underlay quantum comput are extens described. in the second part of the cours modul 3-6 we show how quantum comput quantum logic algorithm and protocol of quantum inform transfer could be implement use the law of quantum physic and phenomena discuss in the first part. modul 1 focus on the postul of quantum mechan and quantum inform theory. we introduc the import concept of a qubit and consid variant of it physic implementation. certain statist aspect of quantum theori are discussed. the concept of densiti matrix and separ the notion of pure and mix quantum state are introduced. in modul 2 we focu on the phenomenon of quantum entangl and the mathemat descript of entangl physic systems. we also describ an experi aim to test bell inequ and consid the well-known epr paradox. in modul 3 we compar classic and quantum computations. particularli elementari logic element gate and the simplest commut scheme are described. the distinct featur of quantum comput are explain in modul 4. in particular the no-clon theorem is prove which forbid one to copi a qubit quantum parallel and superdens code are discussed. we also describ in detail the protocol of quantum teleport and give an exampl of it physic implementation. the well-known quantum logic algorithm are describ in modul 5 these are deutsch and deutsch-jozsa algorithm quantum fourier transform and shor� algorithm for integ factorization. in modul 6 we discuss quantum and classic error correct theori we highlight their differ and similar classifi the possibl error type and describ protocol of their correction. the materi is given in a form of short but inform video with present and a detail syllabus. at the end of everi modul there are test and control task accord to the discuss topics. the task are organ in the form of problem and test with multipl choice. everi modul is supplement with a literatur list which contain refer on the mention research and extra sourc for self-study. requir solid knowledg in linear algebra and calculu basic knowledg in atom and quantum physics. interest in quantum physic and quantum inform theory. program modul 1. statist aspect of quantum mechanics. qubit. physic implement of a qubit. qubit as a quantum unit of information. bloch sphere. pure and mix state of quantum systems. densiti matrix and it properties. qubit systems. insepar of quantum systems. the reduc densiti matrix. modul 2. quantum entanglement. schmidt decomposition. bellstates. epr paradox. bell inequalities. modul 3. classic and quantum logic operations. gener principl of classic computations. the simplest classic computations. landauer principle. revers gates. pauli matrices. single-qubit logic gates. control quantum logic gates. modul 4.distinctivefeaturesofquantumcomputations. no-cloningtheorem. superdens coding. quantumteleportation. experimentonqubitquantumteleportation. quantumparallelism. modul 5. quantum algorithms. deutsch algorithm. deutsch�jozsa algorithm. quantum fourier transform. eigenvalu algorithm. shor' algorithm for integ factorization. modul 6.basic of error correct theory. distinct featur of classic error correct theory. classic three-bit code. distinct featur of quantum error correct theory. three-qubit code. learn outcom the student who complet thi cours should to know �\tfundament concept of quantum mechan and the quantum inform theory; �\tthe most import protocol for the transfer and process of quantum information; �\tthe most import quantum logic algorithms; �\tthe basic protocol of the classic and quantum error correct theory. to be abl to �\twork with classic and quantum circuits; �\tsolv problem in the quantum inform theory. to master �\tmathemat apparatu of quantum mechan use in the quantum inform theory.quantum teleport inform theori quantum mechan densiti matrix comput chemistri error detect and correct quantum comput qubit physic tailor access oper physical-science-and-engin physics-and-astronomi

introduct to css3beginnerth web today is almost unrecogniz from the earli day of white page with list of blue links. now site are design with complex layout uniqu font and custom color schemes. thi cours will show you the basic of cascad style sheet css3. the emphasi will be on learn how to write css rule how to test code and how to establish good program habits. when done correctli the style of a webpag can take enhanc your page. when done incorrectli the result can be wors than no style at all. to ensur that your site do not put up barrier for peopl with cognit and/or physic disabl you will learn how to evalu page use the standard pour access guidelines. upon complet of the cours learner will be abl to sketch a design for a given html page. use that design they will use css to implement the design by ad font color and layouts. thi is the second cours in the web design for everybodi specialization. subsequ cours focu on ad interact with javascript and enhanc the style with respons design. it will be difficult to complet thi cours if you do not have access to a laptop or desktop comput for the homework.styl sheet css box model html and css model web design web develop css style sheet web develop web html computer-sci mobile-and-web-develop

neural network visual web app with pythonbeginnerin thi 2 hour long project-bas cours you will learn to creat a neural network visual web applic use streamlit and a simpl model server use kera and flask. you will also use kera to train a neural network model and use keras' function api to creat a model with multipl outputs. we will creat a web applic that will visual the output of all the node of all the layer of the neural network for a given input image. in order to complet thi project success you will need prior program experi with python understand of the theori behind neural network and familiar with keras. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.machin learn applic program interfac flask web model project artifici neural network python program web applic kera data-sci machine-learn

suppli chain manag strategyadvancedhav you ever wonder what it take to manag a success suppli chain? it all come down to the right strategy. suppli chain manag strategi is the indispens direct for manag a success suppli chain. thi cours is the capston of the suppli chain manag specialization. while it is strongli recommend that you take all cours in thi special you do not have to if you believ you alreadi have those skills. you will use the tool acquir in the previou four cours to creat a suppli chain manag strategi in a real-lif case scenario. at the complet of thi cours you will have shown masteri of the tool and techniqu to success manag a complex network of compani that we call the suppli chain.strategi suppli chain plan chain suppli chain suppli chain manag plan leadership and manag oper manag suppli chain strategi sourc busi business-strategi

statist data visual in pythonadvancedin thi two-hour long project-bas cours you will learn statist data visual techniqu in python. by the end of thi project you will have appli basic statist and creat statist plot and chart use seaborn plotli and matplotlib. thi class is for learner who want to use python for statist data visual and plot and for learner who are current take a basic machin learn cours or have alreadi finish a machin learn cours and are search for a practic statist data visual project course. also thi project provid learner with basic knowledg about statist visual techniqu and librari in python and improv their skill in creat variou type of chart and plot which help them in fulfil their career goal by ad thi project to their portfolios.project mine chart project comput graphic plotli python program statist visual gener statist machin learn data visual data-sci data-analysi

the import of listeningconversantin thi second mooc in the social market special - "the import of listening" - you will go deep into the big data of social and gain a more complet pictur of what can be learn from interact on social sites. you will be amaz at just how much inform can be extract from a singl post pictur or video. in thi mooc guest speaker from social gist broadread lexalyt semantria radian6 and ibm' bluemix and social media analyt tool sma will join professor hlavac to take you through the full rang of analyt tool and option avail to you and how to get the most from them. the best part most of them will be avail to you through the mooc for free! those purchas the mooc will receiv special tool templat and video to enhanc your learn experience. in complet thi cours you will develop a fuller understand of the data and will be abl to increas the effect of your content strategi by make better decis and spot crise befor they happen! mooc 2 bonu content in the paid toolkit includ access to semantria' analyt engin to extract some data on the market you are develop and have it analyzed. as a student in thi cours you are be provid the opportun to access ibm bluemix� platform-as-a-servic trial for up to six month at no-charg with no credit card up to a $1500 value. note by enrol in thi cours given access to ibm' bluemix technolog for one month for free as well as lexalytics' semantria tool. for those earn a cours certif you will be given an addit five month of bluemix and three month of semantria at no cost with a special key code. by enrol for a cours certif for thi mooc you are acknowledg that your email will be share with lexalyt for the sole and express purpos of gener your individu key code. after the key code ha been gener lexalyt will delet your email from it records. addit mooc 2 faculti includ * steve dodd svp busi develop effyi - dba boardread and socialgist - global social media content access * seth redmor cmo lexalyt inc. * chri gruber social media analyt solut architect ibm * russel beardal cloud architect ibm * tom colling execut director spiegel research center and senior director distanc learn medil integr market commun northwestern * tressi lieberman vp digit innov taco bellmedia market social media market social media social media tool influenc market market social market analyt listen market econom busi market

site reliabl engin measur and manag reliabilityadvancedthi cours teach the theori of servic level object slo a principl way of describ and measur the desir reliabl of a service. upon complet learner should be abl to appli these principl to develop the first slo for servic they are familiar with in their own organizations. learner will also learn how to use servic level indic sli to quantifi reliabl and error budget to drive busi decis around engin for greater reliability. the learner will understand the compon of a meaning sli and walk through the process of develop sli and slo for an exampl service.devop use error specif technic standard it servic manag user experi type i and type ii error safeti engin site reliabl engin reliabl engin risk information-technolog cloud-comput

statist with r capstoneadvancedth capston project will be an analysi use r that answer a specif scientific/busi question provid by the cours team. a larg and complex dataset will be provid to learner and the analysi will requir the applic of a varieti of method and techniqu introduc in the previou cours includ exploratori data analysi through data visual and numer summari statist infer and model as well as interpret of these result in the context of the data and the research question. the analysi will implement both frequentist and bayesian techniqu and discuss in context of the data how these two approach are similar and differ and what these differ mean for conclus that can be drawn from the data. a sampl of the final project will be featur on the duke statist scienc depart website. note onli learner who have pass the four previou cours in the special are elig to take the capstone.r program econometr regress rstudio bayesian analysi bayesian statist gener statist data analysi model data-sci probability-and-statist

fundament of rehears music ensemblesbeginnerlearn and practic the basic principl of run an effect music ensembl rehearsal. techniqu and strategi are applic to a varieti of ensembl includ band orchestra choir and chamber groups.util harmoni commun i-dea order pair baton music chord piano strategi arts-and-human music-and-art

develop a compani websit with wixbeginnerbi the end of thi project you will creat a high-qual websit with wix. wix is a free program that help you design and build your own person website. thi project will teach you how to maxim the design featur of wix to creat a busi website. wix can help you to creat a profession websit to highlight your company� brand mission and products/services. a strong onlin presenc can help to solidifi a company� brand attract new custom and provid import inform to the public. thi project will walk you through the websit develop process with wix from start to finish. from creat an account to launch your websit thi project will cover it and get you on your way to better manag your company� onlin presenc and brand! note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project web maxim psycholog brand e-commerc digit market search engin optim technic support project manag web design busi market

market custom need and wantsintermediateunderstand who your custom are and what they need and want is at the heart of success market strategies. in thi cours you will explor how to identifi and classifi custom and the differ method that market profession use to shed light on how they make purchas decisions. the cours will cover the follow 1. market fundament 2. product price and channel decis 3. build strong brand 4. commun strategypr brand channel manag target market leadership and manag custom experi credit card market econom valu proposit market busi business-strategi

popul health syndemicsintermediatedo you wish to contribut to break cycl of ill-health in disadvantag populations? and explor co-occurr of diseas such as substanc abus infecti and chronic diseas and the relat with social factor disparities? are you disappoint in the poor effect of intervent for combin social and medic problems? then thi syndem cours might provid you with some answers. in medicin diseas are gener approach as distinct entiti in isol from other diseas �nd the social context in which the diseas occurs. howev in disadvantag popul accumul of risk factor intertwin with complex social problem lead to excess burden of diseas and intervent with poor effectiveness. for that reason altern approach are need that do not separ diseas from the context of inequ and health dispar in which they develop. the simultan presenc of more than one diseas is not treat as co-morbidity; a syndem approach pay attent to the forc that tie afflict together. thi cours will learn you about the concept of syndemc and how to explor these combin medic and social problems. it will cover differ research method quantit qualit and mixed-method research that can be use in studi syndemics.health indic interact syndem comorbid entri point biolog qualit research observ process interview life-sci public-health

word spun out of imag visual and literari cultur in nineteenth centuri japanintermediatein their ambit to captur �real life � japanes painter poet novelist and photograph of the nineteenth centuri collabor in way seldom explor by their european contemporaries. thi cours offer learner the chanc to encount and appreci behavior moral standard and some of the materi condit surround japanes artist in the nineteenth centuri in order to renew our assumpt about what artist �realism� is and what it meant. learner will walk away with a clear understand of how societi and the individu were conceiv of and repres in earli modern japan. unlik contemporari western art form which acknowledg their common debt as �sister arts� but remain divid by genr and discours japanes visual and literari cultur tend to combin produc literari text inspir by visual imag and visual imag which would then be inscrib with poem and prose. notic and be abl to interpret thi indivis of visual/literari cultur is essenti in understand the social and psycholog valu embed within the beauti of japanes art.photographi histori japanes languag cultur illustr art poetri write art histori corpor spin-off spin arts-and-human music-and-art

fundament of engin exam reviewintermediateth purpos of thi cours is to review the materi cover in the fundament of engin fe exam to enabl the student to pass it. it will be present in modul correspond to the fe topic particularli those in civil and mechan engineering. each modul will review main concept illustr them with exampl and provid extens practic problems.flow network permut mechan engin hydraul fluid mechan beam robot differenti equat civil engin torqu manomet physical-science-and-engin mechanical-engin

linear regress with pythonbeginnerin thi 2-hour long project-bas cours you will learn how to implement linear regress use python and numpy. linear regress is an import fundament concept if you want break into machin learn and deep learning. even though popular machin learn framework have implement of linear regress avail it' still a great idea to learn to implement it on your own to understand the mechan of optim algorithm and the train process. sinc thi is a practic project-bas cours you will need to have a theoret understand of linear regress and gradient descent. we will focu on the practic aspect of implement linear regress with gradient descent but not on the theoret aspect. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program deep learn r program mathemat optim regress gradient comput program linear regress linear machin learn data-sci machine-learn

demand analyticsbeginnerwelcom to demand analyt - one of the most sought-aft skill in suppli chain manag and marketing! through the real-lif stori and data of a lead cookwar manufactur in north america you will learn the data analyt skill for demand plan and forecasting. upon the complet of thi cours you will be abl to 1. improv the forecast accuraci by build and valid demand predict models. 2. better stimul and influenc demand by identifi the driver e.g. time season price and other environment factor for demand and quantifi their impact. ak is a lead cookwar manufactur in north america. it newli launch top-lin product wa gain momentum in the marketplace. howev a price adjust at the peak season stimul a signific demand surg which took ak complet by surpris and result in huge backorders. ak face the risk of lose the market momentum due to the upset custom and the high cost associ with over-tim product and expedit shipping. accur demand forecast is essenti for increas revenu and reduc cost. identifi the driver for demand and assess their impact on demand can help compani better influenc and stimul demand. i hope you enjoy the course!demand forecast suppli chain analyt demand analyt suppli chain season categor variabl forecast demand plan analysi busi business-essenti

chang leadership strateg rout analysi with miroadvancedbi the end of thi guid project you will be fluent in creat a chang implement model use rout analysi for a hands-on example. thi will equip you with a system implement framework for chang that can be utilis in profession and person life. chang happen all the time and in be abl to identifi factor involv in chang and develop a model for how to implement chang you increas your chanc for success. thi analysi will help you if you are in + strategi develop + program manag + project manag + busi process re-engin + product develop + organis develop furthermor thi guid project is design to engag and har your visionari and exploratori abilities. you will use proven model in chang manag with miro to develop your chang leadership skill for variou settings.leadership innov plan chang manag empower busi case model person advertis map project busi business-strategi

from brand to imag creat high impact campaign that tell brand storiesintermediatether are mani differ way to approach client to assess their need and develop creativ campaign which fulfil your creativ desires. mani agenc have establish methodolog terminolog and process and oftentim have spent decad or even year develop these processes. howev whether you are a freelanc design illustr photograph or market director or perhap a small busi owner you will be look to develop a simpl process to creat campaign for yourself or your client. in thi cours i am offer you a methodolog which you can easili put into practice. then as your need chang and grow you might decid that you want to incorpor other techniqu as well. i hope thi cours serv as a launchpad for you to go out and win new creativ project as well as make the one that you are current work on even better. and most of all i hope you have fun! becaus rememb if you'r not have fun it' not worth it!brand advertis logo photographi brand manag market uniqu sell proposit sale present brand market posit market busi market

risk govern engag the boardbeginneral organis must grappl with fundament issu at the heart of govern who are our stakeholders? what are their objectives? how can we ensur these object are met as effect as possible? how can we ensur all legitim stakehold are treat fairly? via structur learn activ video lectur quizz discuss prompt and written assess thi cours will teach you how to address these question and how a sound govern structur and comprehens risk manag framework can support you and your organis in achiev it objectives. you will consid contemporari ethic issu and devis practic respons to them and final you�ll discov that your futur �influencing� challeng will be to encourag all member of your organis to understand their role in serv your organisation� stakeholders.intern financ risk manag risk corpor govern leadership commun orchard enterpris risk manag manag process risk manag framework busi leadership-and-manag

design think and predict analyt for data productsintermediatethi is the second cours in the four-cours special python data product for predict analyt build on the data process cover in cours 1 and introduc the basic of design predict model in python. in thi cours you will understand the fundament concept of statist learn and learn variou method of build predict models. at each step in the special you will gain hands-on experi in data manipul and build your skill eventu culmin in a capston project encompass all the concept taught in the specialization.logist regress supervis learn gradient descent gradient statist classif categor variabl machin learn regress miss data analysi data-sci data-analysi

deep learn infer with azur ml studiobeginnerin thi project-bas cours you will use the multiclass neural network modul in azur machin learn studio to train a neural network to recogn handwritten digits. microsoft azur machin learn studio is a drag-and-drop tool you can use to rapidli build and deploy machin learn model on azure. the data use in thi cours is the popular mnist data set consist of 70 000 grayscal imag of hand-written digits. you are go to deploy the train neural network model as an azur web service. azur web servic provid an interfac between an applic and a machin learn studio workflow score model. you will write a python applic to use the batch execut servic and predict the class label of handwritten digits. thi is the third cours in thi seri on build machin learn applic use azur machin learn studio. i highli encourag you to take the first cours befor proceeding. it ha instruct on how to set up your azur ml account with $200 worth of free credit to get start with run your experiments! thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web servic infer deep learn web applic experi interfac machin learn network model web python program data-sci machine-learn

project manag creat the wbsbeginnerin thi guid project you will learn how to build a wb for your project. you will decompos your project into the main element then further decompos those into even smaller more manag piec of work. as we decompos our project into smaller element we will be use decomposit rule such as the 100% and the mutual exclus element rules. you will continu decomposit until you get element that can be estim properli and that you can deleg to a person or a team. you will also creat a wb dictionari explain the element in your wbs. we will do all of thi in googl sheet but the same concept can be use with ani tool i.e. excel sp wb creation tool etc. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.leadership and manag project manag deliver deleg schedul estim project manag microsoft excel organ manag decomposit project busi business-essenti

approxim algorithmsintermediatemani real-world algorithm problem cannot be solv effici use tradit algorithm tool for exampl becaus the problem are np-hard. the goal of thi cours is to becom familiar with import algorithm concept and techniqu need to effect deal with such problems. these techniqu appli when we don't requir the optim solut to certain problem but an approxim that is close to the optim solution. we will see how to effici find such approximations. prerequisit in order to success take thi cours you should alreadi have a basic knowledg of algorithm and mathematics. here' a short list of what you are suppos to know - o-not ?-notat ?-notation; how to analyz algorithm - basic calculu manipul summat solv recurr work with logarithm etc. - basic probabl theori event probabl distribut random variabl expect valu etc. - basic data structur link list stack queue heap - balanc binari search tree - basic sort algorithm for exampl mergesort insertionsort quicksort - graph terminolog represent of graph adjac list and adjac matrix basic graph algorithm bf df topolog sort shortest path the materi for thi cours is base on the cours note that can be found under the resourc tab. we will not cover everyth from the cours notes. the cours note are there both for student who did not fulli understand the lectur as well as for student who would like to dive deeper into the topics. the video lectur contain a few veri minor mistakes. a list of these mistak can be found under resourc in the document call "errata". if you think you found an error report a problem by click the squar flag at the bottom of the lectur or quiz where you found the error.rel chang and differ approxim algorithm heurist hindley milner type system polynomial-tim approxim scheme algorithm load balanc polynomi linear program approxim computer-sci algorithm

analyz video with opencv and numpyadvancedin thi one hour long project-bas cours you will learn the basic of read analyz and write video use python numpi and opencv. we will be work with a short documentari film which is in the public domain so we are free to download and manipul it. we will read in the video data frame-by-fram examin the content and modifi them from python. by the end of thi project you will have analyz a video at the pixel level modifi it content and creat a new video file note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.opencv c dynam memori alloc internet frame python program display devic pixel softwar engin numpi ipython computer-sci software-develop

fundament of parallel on intel architectureintermediatethi cours will introduc you to the multipl form of parallel found in modern intel architectur processor and teach you the program framework for handl thi parallel in applications. you will get access to a cluster of modern manycor processor intel xeon phi architectur for experi with grade program exercises. thi cours can appli to variou hpc and datacent workload and framework includ artifici intellig ai. you will learn how to handl data parallel with vector instruct task parallel in share memori with thread parallel in distribut memori with messag pass and memori architectur parallel with optim data containers. thi knowledg will help you to acceler comput applic by order of magnitud all the while keep your code portabl and future-proof. prerequisit program in c/c++ or fortran in the linux environ and linux shell profici navig file copi edit file in text-bas editor compilation.comput architectur architectur simd parallel comput unifi parallel c messag pass memori automat vector openmp messag computer-sci software-develop

text mine and analyticsbeginnerthi cours will cover the major techniqu for mine and analyz text data to discov interest pattern extract use knowledg and support decis make with an emphasi on statist approach that can be gener appli to arbitrari text data in ani natur languag with no or minimum human effort. detail analysi of text data requir understand of natur languag text which is known to be a difficult task for computers. howev a number of statist approach have been shown to work well for the "shallow" but robust analysi of text data for pattern find and knowledg discovery. you will learn the basic concept principl and major algorithm in text mine and their potenti applications.prob topic model natur languag process model analysi document classif mixtur model text mine analyt sentiment analysi data-sci data-analysi

geodesign chang your worldintermediatewhat happen when creativ and scienc come together? the power to design our world is unleash provid tool to inform choic about how we live! geodesign is the glue�it� a process that deploy creativ to connect inform to peopl use collabor to better inform how we design our world. thi cours includ well-illustr lectur by the instructor but also guest lectur each week to ensur you are hear a varieti of viewpoints. each week you will also be abl to examin what geodesign is through interact map that showcas real-word case studi exampl of geodesign from around the globe. as you move along in the cours you will discov the interrelationship of both the physic and human aspect that contribut to how geodesign strategi are composed. the cours conclud with you outlin your own geodesign challeng and receiv feedback about that from your peers.geolog collabor urban plan process interior design geograph inform system influenc lectur awar strategi physical-science-and-engin environmental-science-and-sustain

design of high-perform optic systemsadvancedthi cours can also be taken for academ credit as ecea 5602 part of cu boulder� master of scienc in electr engin degree. optic instrument are how we see the world from correct eyewear to medic endoscop to cell phone camera to orbit telescopes. thi cours extend what you have learn about first-ord paraxi system design and optic resolut and effici with the introduct to real lens and their imperfections. we begin with a descript of how differ wavelength propag through system then move on to aberr that appear with high angl non-paraxi system and how to correct for those problems. the cours wrap up with a discuss of optic compon beyond lens and an excel exampl of a high-perform optic system � the human eye. the mathemat tool requir for analysi of high-perform system are complic enough that thi cours will reli more heavili on opticstudio by zemax. thi will allow student to analyz system that are too complic for the simpl analysi thu far introduc in thi set of courses.foc hp-41 order of approxim approxim system u optic algorithm prism surveil program beam robot physic mir:ror curvatur physical-science-and-engin electrical-engin

introduct to picsart for social media marketingintermediateconsum are constantli overload with inform and imag in social media. part of social media market is learn creativ way to draw attent to product and servic oftentim on a lean budget. in thi cours learner will creat an edit photo project for social media use the free version of picsart. picsart is a web-bas photo and video edit program. learner can easili creat and implement creativ edit with onlin design tool to use when market their business. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.media psycholog social media video edit visual art media market project account budget order pair social media market busi market

introduct to artifici intellig (ai)conversantin thi cours you will learn what artifici intellig ai is explor use case and applic of ai understand ai concept and term like machin learn deep learn and neural networks. you will be expos to variou issu and concern surround ai such as ethic and bia & job and get advic from expert about learn and start a career in ai. you will also demonstr ai in action with a mini project. thi cours doe not requir ani program or comput scienc expertis and is design to introduc the basic of ai to anyon whether you have a technic background or not.machin learn artifici gener intellig applic domain ethic of artifici intellig human learn languag artifici neural network comput vision ethic deep learn data-sci machine-learn

secur best practic in googl cloudbeginnerthi self-pac train cours give particip broad studi of secur control and techniqu on googl cloud platform. through record lectur demonstr and hands-on lab particip explor and deploy the compon of a secur gcp solut includ cloud ident the gcp resourc manag cloud iam googl virtual privat cloud firewal googl cloud load balanc cloud cdn cloud storag access control technolog stackdriv secur key customer-suppli encrypt key secur command center the googl data loss prevent api and cloud armor. particip learn mitig for attack at mani point in a gcp-base infrastructur includ distribut denial-of-servic attack phish attack and threat involv content classif and use. to get the most out of thi cours particip should have * prior complet of googl cloud platform fundament core infrastructur or equival experi * prior complet of gcp and hybrid network deep dive or equival experi * knowledg of foundat concept in inform secur such as * vulner threat attack surfac * confidenti integr avail * common threat type and their mitig strategi * public-key cryptographi * public and privat key pair * certif * cipher type * certif author * transport layer security/secur socket layer encrypt commun * public key infrastructur * secur polici * basic profici with command-lin tool and linux oper system environ * system oper experi deploy and manag applic on-premis or in a public cloud environ * read comprehens of code in python or javascript >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<key cryptographi access control list data at rest authent secur encrypt softwar secur uniform resourc locat system softwar author information-technolog cloud-comput

nurs informat leadersadvancedin thi cours we explor the amia nurs informat histori project. by the end of the modul you will understand the resourc avail that will be use in thi cours to learn about the first hand experi futur vision and lesson learn in becom a nurs informat pioneer. cours object �\texplor the histori of technolog and it relationship to the begin of nurs informat to understand histor context and evolut of the specialti �\tdiscov the amia nurs informat histori project websit to gain insight about nurs informat pioneer leader and leadership �\texplain the criteria use for choos the pioneer leader in nurs informat to understand how the project wa conduct and who the pioneer were �\texamin leadership lesson learn from one of the pioneer and compar to the insight present to appreci divers histor leadership role and scenariosleadership mentorship leadership develop informat experi research and develop leadership style nurs nurs informat collabor busi leadership-and-manag

get start on mainfram with z/o command and panelsadvancedget start with the ibm mainfram with z/o command and panel is a mostli hands-on in an ibm mainfram z/o environment. a total of seven lab will provid live access to an ibm z server. the lab are design to teach you the fundament practic skill to navig and work in a z/o environment. thi includ the use of ispf/pdf dialog and tso/e commands. on success complet of thi cours the learner are elig to claim the get start on mainfram with z/o command and panel badge. more inform can be found here https//www.youracclaim.com/org/ibm/badge/getting-started-on-mainframe-with-z-os-commands-and-panelsibm cobol system call edit login display devic exercis command-lin interfac mainfram find command ispf information-technolog data-manag

probabl theori statist and exploratori data analysisbeginnerexplor of data scienc requir certain background in probabl and statistics. thi cours introduc you to the necessari section of probabl theori and statist guid you from the veri basic all way up to the level requir for jump start your ascent in data science. the core concept of the cours is random variabl � i.e. variabl whose valu are determin by random experiment. random variabl are use as a model for data gener process we want to study. properti of the data are deepli link to the correspond properti of random variabl such as expect valu varianc and correlations. depend between random variabl are crucial factor that allow us to predict unknown quantiti base on known valu which form the basi of supervis machin learning. we begin with the notion of independ event and condit probabl then introduc two main class of random variabl discret and continu and studi their properties. final we learn differ type of data and their connect with random variables. while introduc you to the theori we'll pay special attent to practic aspect for work with probabl sampl data analysi and data visual in python. thi cours requir basic knowledg in discret mathemat combinator and calculu deriv integrals.student residu gener statist probabl theori central tendenc probabl probabilist independ random variabl data analysi covari random math-and-log math-and-log

chemerinski on constitut law - the structur of governmentbeginnerthi cours will highlight the construct and interpret of the u.s. constitut through the centuries. you'll learn the histori behind the constitut case that form import preced and how chang in interpret have been depend on shift in cultur and polit climat as well as the composit of the suprem court. we'll start with an overview of the constitut where we'll consid question such as "whi the constitution?" and "what function doe the constitut serve?" next we'll examin how the constitut and it subsequ interpret establish the power of the feder legisl and judici branch of govern and alloc power to the states. join me as we look at the question both rais and answer by the constitut and those that interpret it! by the end of thi cours you should be abl to - describ how the structur of the unit state govern ha been shape by both the text of the constitut and by subsequ interpret and practic of polit actor in all branch of govern - illustr compromis found in the constitut by cite exampl and histor background - articul the import of key case such as marburi v. madison mccullough v. maryland and lochner v. new york - explain how the outcom of case is often depend upon the current cultur and polit climat as well as the composit of the court by cite particular case and import shift in the court' jurisprud - assess the rel suitabl of variou approach to constitut interpret and analysisforeign polici feder reserv system author constitut tax law law erisa law labour law undecid problem semigroup action social-sci law

nanophoton and detectorsadvancedthi cours can also be taken for academ credit as ecea 5606 part of cu boulder� master of scienc in electr engin degree. nanophoton and detector introduct thi cours dive into nanophoton light emit devic and optic detector includ metal semiconductor metal semiconductor insul and pn junctions. we will also cover photoconductor avalanch photodiod and photomultipli tubes. weekli homework problem set will challeng you to appli the principl of analysi and design we cover in prepar for real-world problems. cours learn outcom at the end of thi cours you will be abl to� 1 use nanophoton effect low dimension structur to engin laser 2 appli low dimension structur to photon devic design 3 select and design optic detector for given system and applicationtailor access oper nois enabl materi oper manag recommend system homework e-nabl electron euler' totient function physical-science-and-engin electrical-engin

imag denois use autoencod in kera and pythonbeginnerin thi 1-hour long project-bas cours you will be abl to - understand the theori and intuit behind autoencod - import key librari dataset and visual imag - perform imag normal pre-process and add random nois to imag - build an autoencod use kera with tensorflow 2.0 as a backend - compil and fit autoencod model to train data - assess the perform of train autoencod use variou kpi note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.nois imag process machin learn grayscal nois reduct order pair python program test set autoencod tensorflow data-sci machine-learn

introduct to suppli chain financ & blockchain technologyadvancedwhat is suppli chain finance? how doe blockchain apply? in thi cours you�ll learn about an emerg set of solut within trade financ implement by financi institut lead corpor buyer and their trade partner all over the world known as suppli chain finance. you�ll learn about the key enabl in suppli chain financ and recogn the key challeng in the current market that are respons for the grow interest in suppli chain finance. you�ll cover the concept attribut and metric of work capit in great detail and review the four main product and solut in suppli chain finance. the cours will wrap up with a brief introduct to blockchain and the basic concept of blockchain technology. by the end of thi cours you�ll have learn about the option to enter into the suppli chain financ market and how to identifi the best solut for your organization. there is no prerequisit knowledg requir to particip in thi cours but gener busi and financi acumen are help in understand the full detail of suppli chain financ solutions.fintech suppli chain blockchain reason work capit chain earli adopt trade financ leverag financ financ busi business-strategi

global health diplomacybeginnerhav complet thi cours learner will be abl to describ and analyz the opportun challeng and limit of global health diplomacy. examin the diplomat financi and geopolit context that underli global health decision-making. explain the role of the mani player in the space includ govern philanthropist and multilater institut . cours object the field of global health is often thought of pure in medic or public health term but there are import geopolit and polici dimens of global health that underli programmat respons to global health challenges. by complet thi cours learner will be abl to explain the specif institut and initi that are fundament to current global health diplomaci activ and function and how these influenc global health outcomes. learner will further be abl to summar real-world exampl where global health diplomaci either help or limit global health outcom and explain the reason for those outcomes.problem solv run anim health choic human learn diseas manag in situ prevent must bellman equat social-sci governance-and-societi

global postharvest loss prevent fundament technolog and actorsadvancedthi cours provid an overview of the issu of postharvest loss of grain by explor essenti physic technic and social dimens of postharvest suppli chain and loss prevent method globally. each year estim suggest that 1/3 of all food produc is lost or wast make postharvest loss a critic global food secur and sustain issu of today. key knowledg area are present includ -an overview of postharvest loss -suppli chain activ such as harvest dri and storag -econom and market -an introduct to the network of actor work in thi field we face the immens challeng of feed over 9 billion peopl by the year 2050. to meet these demand yield will have to more than doubl use the same amount of natur resources. in recent year postharvest loss ha been recogn by major institut includ the us govern the unit nation the cgiar research consortium and sever other as a signific opportun to impact food secur and improv livelihoods. despit thi increas attent a lack of knowledg technic capac and resourc remain obstacl for stakehold worldwid to act on these issues. thi cours will for the first time provid you as profession practition and student with a comprehens introduct to postharvest loss process and begin build capac for loss prevent worldwide.hazard analysi and critic control point suppli chain food secur prevent global food technolog food scienc agricultur chain agricultur product physical-science-and-engin environmental-science-and-sustain

introductori human physiologyintermediatein thi cours student learn to recogn and to appli the basic concept that govern integr bodi function as an intact organ in the body' nine organ systems.endocrinolog organ system human learn biolog physiolog euler' totient function human biolog biolog anthropolog homeostasi medicin life-sci basic-sci

creat a person site with gatsbybeginnerin thi 2-hour long project-bas cours you will learn how to creat a person websit with gatsby. you will 1. learn about the project structur of a gatsbi project 2. learn how to creat and style layout templat for page on our websit 3. learn how to publish our site on netlifi thi guid project is for anyon who ha a basic knowledg of html css and intermedi javascript. if you want to publish your site for free on github you should also have a github account. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.person advertis javascript syntax web develop pageabl memori web project syntax project mine javascript templat processor computer-sci mobile-and-web-develop

discret math and analyz social graphsbeginnerth main goal of thi cours is to introduc topic in discret mathemat relev to data analysis. we will start with a brief introduct to combinator the branch of mathemat that studi how to count. basic of thi topic are critic for anyon work in data analysi or comput science. we will illustr new knowledg for exampl by count the number of featur in data or by estim the time requir for a python program to run. next we will appli our knowledg in combinator to studi basic probabl theory. probabl is everywher in data analysi and we will studi it in much more detail later. our goal for probabl section in thi cours will be to give initi flavor of thi field. final we will studi the combinatori structur that is the most relev for data analysi name graphs. graph can be found everywher around us and we will provid you with numer examples. we will mainli concentr in thi cours on the graph of social networks. we will provid you with relev notion from the graph theori illustr them on the graph of social network and will studi their basic properties. in the end of the cours we will have a project relat to social network graphs. as prerequisit we assum onli basic math e.g. we expect you to know what is a squar or how to add fraction basic program in python function loop recurs common sens and curiosity. our intend audienc are all peopl that work or plan to work in data analysi start from motiv high school students.categor discret mathemat mathemat graph probabl random graph theori probabl theori combinator experi probabl theori math-and-log math-and-log

compar inlin intern and extern cssbeginnerin thi intermediate-level cours you will explor and compar three method of appli css cascad stylesheet style to html to visual enhanc a website. while html provid web page content it is css that can turn simpl text and imag into a stun website. as you compar and practic with inlin style intern stylesheet and extern stylesheet you will gain a better understand of how and when to use each method and whi the word �cascading� is use to describ them. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.ord pair css intern html display devic syntax web menu bar extern web page computer-sci mobile-and-web-develop

data visual with pythonbeginnervisu data is use by virtual everi disciplin these days. it is use for analyz web traffic to determin peak server load growth and death rate of popul for biolog analysi analyz weather pattern over time stock market trend and so on. simpli put data visual bring mean to number that help peopl understand it. see the data chang can draw attent to trend and spike that may otherwis go unnoticed. python is an open-sourc free program languag ha librari that can be use to read and make use graphic to present the data. in thi cours you will creat an applic that read data from csv files. you will learn how to visual the data use variou techniqu use exist python libraries. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.heat map correl and depend project deep learn number spreadsheet data visual web c++ python program graph computer-sci software-develop

creat interact learn video with edpuzzlebeginnerbi the end of thi project you will be readi to use edpuzzl to make video learn content more interact to improv student learning. technolog play an ever-increas role in educ both in the classroom and when move to onlin learning. with edpuzzl you will begin with video they have creat or found on youtub khan academi and other websites. you can then adjust the length add your own narrat and add comprehens check to ensur that your video are not just be watch - they are effect instruct tools. if you are look for way to improv your flip classroom hybrid learn or onlin learn environ edpuzzl is an essenti tool to add to your teacher� toolkit. *you will need a free edpuzzl account for thi project.educ project principl of learn interact learn english languag interact project mine flip gamif of learn onlin learn social-sci educ

introduct to neurohack in radvancedneurohack describ how to use the r program languag https//cran.r-project.org/ and it associ packag to perform manipul process and analysi of neuroimag data. we focu on publicly-avail structur magnet reson imag mri. we discuss concept such as inhomogen correct imag registr and imag visualization. by the end of thi cours you will be abl to read/writ imag of the brain in the nifti neuroimag informat technolog initi format visual and explor these imag perform inhomogen correct brain extract and imag registr within a subject and to a template.imag registr wrapper function fmri cerebrospin fluid r program euler' totient function imag process neuroimag comput program neurosci data-sci data-analysi

intro to acoust (part 1)intermediatethi cours introduc acoust by use the concept of impedance. the cours start with vibrat and wave demonstr how vibrat can be envisag as a kind of wave mathemat and physically. they are realiz by one-dimension exampl which provid mathemat simplest but clear enough physic insights. then the part 1 end with explain wave on a flat surfac of discontinu demonstr how propag characterist of wave chang in space where there is a distribut imped mismatch.energi acoust biolog audio engin boundari element method scale risk-neutr measur xojo measur sound physical-science-and-engin mechanical-engin

financi engin and risk manag part iiadvancedfinanci engin is a multidisciplinari field involv financ and econom mathemat statist engin and comput methods. the emphasi of fe & rm part ii will be on the use of simpl stochast model to i solv portfolio optim problem ii price deriv secur in variou asset class includ equiti and credit and iii consid some advanc applic of financi engin includ algorithm trade and the price of real options. we will also consid the role that financi engin play dure the financi crisis. we hope that student who complet the cours and the prerequisit cours fe & rm part i will have a good understand of the "rocket science" behind financi engineering. but perhap more importantli we hope they will also understand the limit of thi theori in practic and whi financi model should alway be treat with a healthi degre of skepticism.risk manag capit market leadership and manag financi engin valu at risk effici frontier real option financ deriv risk busi financ

cybersecur capston breach respons case studiesbeginnerthi cours give you the background need to gain cybersecur skill as part of the cybersecur secur analyst profession certif program. you will explor incid respons methodolog and secur models. you will learn to recogn and categor key type of vulner and associ attack against today' organizations. you will explor in depth sever past and recent breach to learn how they were detect and what wa done or could have been done to reduc the threat risk to the organization. final you will explor the cost of data breach through research studi and well known breaches. thi cours requir you to select and research a cybersecur breach in the news today and appli your knowledg and skill from thi cours and previou cybersecur cours to analyz the type of attack attack timelin vulner system and ani miss opportunities. thi project will be grade by your peer in the course. thi cours is intend for anyon who want to gain a basic understand of cybersecur or as the seventh and final cours in a seri of cours to acquir the skill to work in the cybersecur field as a cybersecur analyst. the complet of thi cours also make you elig to earn the cybersecur capston breach respons case studi ibm digit badge. more inform about the badg can be found https//www.youracclaim.com/org/ibm/badge/cybersecurity-breach-case-studi . in thi cours you will learn to ?\tappli incid respons methodologies. ?\tresearch and describ a water hole attack. ?\tresearch and describ ransomwar threat and the consequ to organization. ?\tresearch and describ 3rd parti breach and how they affect an organization. ?\tresearch and describ the effect of a phish attack. ?\tresearch and describ a point of sale attack and approxim cost of data breaches. ?\tperform a case studi on a current cyber attack and breach.penetr test order pair data breach technic support breach secur exploit comput secur incid manag secur case studi network secur ransomwar information-technolog secur

mind of the univers scienc in progressadvancedfrom william harvey discov the circul of blood to albert einstein develop the theori of rel almost all scientif research start from someth odd and unexpect that hasn't been explain yet and subsequ the scientist creativ imagin possibl explan for it formul hypotheses. howev the problem with formul hypothes is the "theory-laden of observation" one expect and background theori curtail and determin what one observes. the best way to reduc the neg consequ of theory-laden of observ as much as possibl is not by adopt the highest methodolog standard but by continu to think outsid the box throughout the problem solv process by tirelessli creativ imagin altern explan and hypotheses. in thi learn experi you will be turn upsid down by philosoph tim de mey who will challeng you to think outsid of your comfort zone. you will be challeng to reflect critic and creativ on what trigger your research i.e. what is drive the scientist in you. tim will show you how open to and interact with other disciplin gener new idea and how import it is that scientist besid the possibl of their own disciplin are also awar of it and there limitations. take thi challeng and you will construct the perfect out-of-the-box research question that will teas the mind of the univers scientist to explor even better answer in their research. thi onlin learn experi is a spin-off of the mind of the univers documentari seri creat by the dutch broadcast compani vpro and professor robbert dijkgraaf princeton university. a number of univers in the netherland have use the open sourc materi of the documentari seri as a start point to creat similar experiences.interview peer facilit maxim psycholog physic experi trial and error hypnosi observ onlin research method comfort arts-and-human philosophi

mathemat game theoryadvancedeveri day almost everi minut we make a choice. right now you have made the choic to read thi text instead of scroll further. choic can be insignific to go by tram or by bu to take an umbrella or not. sometim they can be veri signific and even crucial the choic of univers life partner. howev the import of choic may not be realiz initially. sometim a decis "not to take an umbrella" radic chang everything. the choic may affect a small group of peopl or entir countries. in game ?theori we call it the choic of strategy. constantli interact with societi and adopt certain strategi mani of us wonder whi can't everyon exist peac and cooper with each other? whi do those who have agre to cooper suddenli break the agreement? what if one is cooper and the other is not? how profit should the interact be for the oppon to chang hi opinion? when are long-term stabl prospect better than short-term benefit and when not? the answer to these and other question you will find out in our course. thi cours will be use for those who want to make choic base on mathemat calcul rather than reli on fate. who is interest in world polit and at least onc heard about the "prisoner' dilemma". the cours is basic and doe not requir ani special knowledge. in sever section definit and theorem from mathemat analysi and element of probabl theori will be used.bargain probabl minimax mathemat optim mathemat theori & analysi strategi exercis opinion continu function game theori math-and-log math-and-log

busi model canvasbeginnerin thi project we will teach you how to creat a busi model canva which will help you refin the strategi for your startup or idea. it will help you understand how your idea add valu and deliv it. thi project will help you think clearli about the variou aspect of your startup or idea and delin the variou aspect of run a busi . it will help you think about who your target custom are where you will make money from what is your cost structur who are your key partner and what resourc you nee dto run your startup. thi is use for peopl who have an idea or a startup . note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.messag model strategi valu proposit proposit project plan busi plan revenu cost busi leadership-and-manag

social computingadvancedpeopl are social creatur and the modern internet reflect that. technolog ha made collabor at a distanc possibl in new way that present their own set of challenges. thi cours will introduc you to the major challeng and opportun for creat onlin communities. what doe the futur hold? learn how social comput can creat collabor experi that go beyond what� possibl face to face.machin learn user experi interact design market research experiment design map social comput user interfac human comput interact user research social-sci governance-and-societi

capit market and financi institut � how to surviv themintermediatecapit market and financi institut are all around us. thi is an enorm industri in which power player oftentim challeng investor and the public at larg and expos them to signific risks. thi cours provid for the deep understand of the core idea concept and mechan of the modern capit market in a learner-friendli way. we will analyz the market� most fundament problem realiz the intrins interest of the market particip reveal the true mean of certain financi term and uncov credibl signal of the like behavior of econom agent � all that with littl math and a lot of fun. the learner will be much better posit with respect to the financi environment. they will see through the financi news reveal the risk of the financiers� wish think promis and protect themselv against danger adventures. the learner will get the opportun to use the obtain knowledg skill and understand for the success profession career in the financi and other busi area as well as in their day-to-day life.invest bank market liquid bank invest financi institut bond market expect util hypothesi financ capit market asset busi financ

build a guess game applic use c++conversantin thi project you will creat a guess game applic that pit the comput against the user. you will creat variabl static method decis construct and loop in c++ to creat the game. c++ is a languag develop to provid an object-ori version of the c language. learn c++ then give the programm a wide varieti of career path to choos from. it is use in mani applic from text editor to game to devic driver to web server code such as sql server. there is no more effici higher level languag than c and c can be use within c++ code sinc the c++ compil support c as well. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.car method comput program devic driver project project mine compil text editor path variabl career counsel languag computer-sci software-develop

from diseas to gene and backintermediatehuman genet explor the genet determin similar and differ between human beings. thi scientif disciplin encompass a varieti of relat field such as molecular genet genom popul genet and medic genetics. studi of human genet can help to find answer to question regard the inherit and develop of differ human phenotypes. the field of medic genet is quickli grow and dynam develop thank to the new technolog such as the next-gener sequencing. most human diseas have a genet component. thi genet compon vari by disease. some rare diseas appear to be complet determin by the genom wherea more common diseas aris from a complex interplay of mani gene the environ and chance. the understand of how our genom contribut to diseas suscept offer the prospect of larg gain it may guid diseas diagnost and prognost and help in develop new therapies. the overal goal of thi cours is to describ how the research find gene respons for differ diseas and how thi inform is use to better understand and fight these diseases. you will learn about current approach for find singl genet variant underli monogen mendelian diseas and set of variant respons for more complex multifactori ones. furthermor you will learn how the identif of these genet variant make it possibl to understand how the affect biolog pathway lead to diseas development. dure the final week of the cours we will talk more about clinic applic of the genet findings. upon complet the cours you will be abl to - give exampl of monogen and complex disord - recognis pattern of mendelian inherit of monogen diseases; - understand and describ principl and method of gene map ; - describ the main step and principl of genome-wid associ studi gwas; - give exampl of modern technolog that are current use to find variant underli human diseases; - discuss the approach to find caus variant underli complex disorders; - discuss the possibl and area of applic of genet findings.genet cancer cystic fibrosi diseas gene human genet popul genet genom medic genet biolog life-sci basic-sci

introduct into gener theori of relativityadvancedgener theori of rel or the theori of relativist gravit is the one which describ black hole gravit wave and expand universe. the goal of the cours is to introduc you into thi theory. the introduct is base on the consider of mani practic gener exampl in variou scope of the gener relativity. after the complet of the cours you will be abl to solv basic standard problem of thi theory. we assum that you are familiar with the special theori of rel and classic electrodynamics. howev as an aid we have record sever complementari materi which are suppos to help you understand some of the aspect of the special theori of rel and classic electrodynam and some of the calcul tool that are use in our course. also as a complementari materi we provid the written form of the lectur at the websit https//math.hse.ru/generalrelativity2015 do you have technic problems? write to us coursera@hse.rutheori of rel astronomi tailor access oper classic mechan approxim quantum mechan quantum comput rel chang and differ physic euler' totient function physical-science-and-engin physics-and-astronomi

invest strategybeginnerdiscov the basic concept of need analysi invest polici asset alloc product select portfolio monitor and re-balancing. we will look at the type of institut investor - pension fund and insur companies. you will learn the client manag life cycl and dive into portfolio manag as a process. you will learn the basic concept principl and the major style of invest in altern assets. final we studi the impact of digit on invest strategies.r estat invest fund invest bank asset alloc invest strategi index fund invest strategi asset hedg financ busi financ

gener synthet imag with dcgan in kerasbeginnerin thi hands-on project you will learn about gener adversari network gan and you will build and train a deep convolut gan dcgan with kera to gener imag of fashion clothes. we will be use the kera sequenti api with tensorflow 2 as the backend. in our gan setup we want to be abl to sampl from a complex high-dimension train distribut of the fashion mnist images. howev there is no direct way to sampl from thi distribution. the solut is to sampl from a simpler distribut such as gaussian noise. we want the model to use the power of neural network to learn a transform from the simpl distribut directli to the train distribut that we care about. the gan consist of two adversari player a discrimin and a generator. we�r go to train the two player jointli in a minimax game theoret formulation. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and kera pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program tensorflow probabl densiti function front and back end machin learn kera gener model deep learn model artifici neural network data-sci machine-learn

oceanographi a key to better understand our worldadvancedth cours for a round the world regatta lead the boat through the mediterranean sea and the atlant southern indian and south pacif oceans. on their voyag the skipper come across a larg varieti of oceanograph situat strong current float ice wave format of everi kind and biolog diversity. in thi cours the student will learn about the foundat of the scienc of oceanography. you'll learn about the classif and format of the ocean floor how current sea satellit analysi system work the chemistri of the ocean and the process that led to it formation. to follow thi cours doe not requir previou knowledg of oceanography.histori chemistri salin topographi geolog evolut remot sens biospher marin biolog satellit physical-science-and-engin environmental-science-and-sustain

amazon dynamodb build nosql database-driven applicationsadvancedthi cours introduc you to nosql databas and the challeng they solve. expert instructor will dive deep into amazon dynamodb topic such as recoveri sdk partit key secur and encrypt global tabl stateless applic stream and best practices. dynamodb is a key-valu and document databas that deliv single-digit millisecond perform at ani scale. it' a fulli manag multiregion multimast databas with built-in secur backup and restor and in-memori cach for internet-scal applications. dynamodb can handl more than 10 trillion request per day and support peak of more than 20 million request per second. thi cours use a combin of video-bas lectur deliv by amazon web servic expert technic trainer demonstr and hands-on lab exercis that you run in your own aw account to enabl you to build deploy and manag your own dynamodb-pow application.nosql combin backup and restor sql databas user comput stream amazon dynamodb display devic amazon web servic information-technolog cloud-comput

causal inferenceintermediatethi cours offer a rigor mathemat survey of causal infer at the master� level. infer about causat are of great import in scienc medicin polici and business. thi cours provid an introduct to the statist literatur on causal infer that ha emerg in the last 35-40 year and that ha revolution the way in which statistician and appli research in mani disciplin use data to make infer about causal relationships. we will studi method for collect data to estim causal relationships. student will learn how to distinguish between relationship that are causal and non-causal; thi is not alway obvious. we shall then studi and evalu the variou method student can use � such as match sub-classif on the propens score invers probabl of treatment weight and machin learn � to estim a varieti of effect � such as the averag treatment effect and the effect of treatment on the treated. at the end we discuss method for evalu some of the assumpt we have made and we offer a look forward to the extens we take up in the sequel to thi course.prob estim causal infer experi propens score match differenti equat econometr causal panel data infer data-sci probability-and-statist

languag classif with naiv bay in pythonbeginnerin thi 1-hour long project you will learn how to clean and preprocess data for languag classification. you will learn some theori behind naiv bay model and the impact that class imbal of train data ha on classif performance. you will learn how to use subword unit to further mitig the neg effect of class imbal and build an even better model.perform languag classif bay classifi substr languag python program test set machin learn naiv bay classifi statist classif data-sci machine-learn

introduct to html5conversantthank to a grow number of softwar program it seem as if anyon can make a webpage. but what if you actual want to understand how the page wa created? there are great textbook and onlin resourc for learn web design but most of those resourc requir some background knowledge. thi cours is design to help the novic who want to gain confid and knowledge. we will explor the theori what actual happen when you click on a link on a webpage? the practic what do i need to know to make my own page? and the overlook i have a page what do i do now?. throughout the cours there will be a strong emphasi on adher to syntact standard for valid and semant standard to promot wide access for user with disabilities. the textbook we use is avail onlin �the miss link an introduct to web develop and programming� by michael mendez from www.opensuny.org. thi cours will appeal to a wide varieti of peopl but specif those who would like a step-by-step descript of the basics. there are no prerequisit for thi cours and it is assum that student have no prior program skill or it experience. the cours will culmin in a small final project that will requir the complet of a veri simpl page with link and images. the focu of thi cours is on the basic not appearance. you can see a sampl final page at http//intro-webdesign.com/html5-plain.html. thi is the first cours in the web design for everybodi specialization. subsequ cours focu on the market skill of style the page with css3 ad interact with javascript and enhanc the style with respons design. you can see a sampl site for the capston cours at http//intro-webdesign.com/web page web develop web host servic web access html semant html5 web syntax web design computer-sci mobile-and-web-develop

compar stock return with googl sheetsbeginnerin thi 1-hour long project-bas cours you will learn how to compar the perform of differ secur use financi statist normal distribut and the googl sheet toolkit to decid which one perform the best in term of risk-to-return risk-to-reward metrics. thi will teach you how basic risk manag use quantit analysi is done and is appli in calcul mean return of the stock varianc standard deviat the sharp ratio and sortino ratio. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.sharp ratio project stock market standard deviat financ microsoft excel invest sortino ratio stock gener statist busi financ

interperson commun for engin leadersadvancedthi cours cover commun skill that engin leader use everi day to motiv inspir and support the peopl in their organizations. speak and write are basic leadership commun skills. we cover these topic in the special cours 1 and 3. howev leader also need to be skill interperson communicators. modern busi requir commun skill that are effect across cultur gener and genders. commun is also a key skill in build your person brand. leader need to look act and speak like leaders. anoth import leadership skill is the abil to handl difficult emot commun with employe supervisor and colleagues. final engin are often at the center of crisi communication. in thi cours you will learn 1. how to commun in a global environ 2. how to commun across cultur gener and gender 3. how to use commun to build your person brand commun your valu and your leadership promis 4. how to handl high-stak emot charg difficult convers with employe supervisor and your colleagu 5. how to handl crisi commun requir materi disclaimer- the purchas of a case studi is necessari to complet thi cours as it is tie to an assessment. thi case is an excel illustr of the typic busi situat requir skill handl of difficult conversations. current the cost associ with thi case studi is $8.95 usd and is subject to change. select materi courtesi of communi faculti at rice univers - all right reserved.interperson commun crisi manag commun plan facilit crisi commun commun leadership crisi interperson relationship person brand busi leadership-and-manag

solar energi code permit and zoningintermediatethi cours equip learner to identifi nation code and zone rule specif to photovolta pv system as well as key design element and point for inspection. curriculum includ zone varianc critic element of the permit process plan document necessari for pv system instal and recommend for permit offic to streamlin the permit process. learner gain a code inspector� perspect in relat to build and electr code requirements. thi cours is for anyon interest in enter the solar power sector and is especi appropri for build and code inspector engin hvac instal and architects. it assum that the learner ha a basic grasp of electr engin and mathemat concepts. those who are unfamiliar with how pv work the element of a pv system and/or solar power roi should take the first cours of the special solar energi system overview. learner seek a greater understand of the anatomi and function of pv system should take the second cours solar energi and electr system design. materi includ onlin lectur video demo hands-on exercis project work read and discussions. thi is the third cours in the solar pv for engin architect and code inspector specialization. to learn more about the special check out a video overview at https//youtu.be/xjkkzbxqa6s.wind energi industri electr construct hvac engin energi physic electr construct architectur electr engin civil engin solar energi physical-science-and-engin environmental-science-and-sustain

imput data to forecast demand in googl sheetsbeginnerthi cours will introduc you to clean data and replac miss valu with imput data to support demand forecasting. demand forecast are use to maxim revenu build effici in oper plan and to drive futur growth. forecast techniqu can be appli to make realist predict of outcom of everyth from how demand affect price and sale opportun to oper plan for electr util and healthcar facilities. we can onli have confid in the demand predict we produc when we also have confid in the data qualiti feed those predictions. ensur that confid requir use clean data with no miss valu for our forecast models. handl miss data is an essenti part of prep clean data for a demand forecast. in thi cours we will review the principl of appli central measur of tendenc and regress techniqu to imput miss values. as you clean the data you will visual it with chart replac inconsist valu and imput valu while compar the outcom of the statist techniqu you have applied. when your data is clean you will creat a demand forecast. you will do thi as we work side-by-sid in the free-to-us softwar googl sheets. by the end of thi cours you will understand use case for imput miss valu and be abl to confid appli multipl statist imput techniqu in ani spreadsheet software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.spreadsheet spreadsheet softwar linear miss data forecast imput statist project move averag demand evalu data-sci machine-learn

anim for game develop use pygamebeginnerin thi 1-hour long project-bas cours you will learn how to anim sprite use pygam in python. build on the basic cover in get start with game develop use pygam you will incorpor playabl and non-play charact and learn to make them walk or run jump and fall from platform in a singl game level. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.pygam project euler' totient function display devic video game develop physic comput graphic python program softwar engin comput anim computer-sci software-develop

comput think for k-12 educ abstract method and listsadvancedhow do gamer caus thing to happen when they hit button on their controller? how doe the comput keep track of gamer' scores? thi class teach the concept of nest loop event and variables. for each concept we'll start by help you connect real-world experi you are alreadi familiar with to the program concept you are about to learn. next through a cognit scaffold process we'll engag you in develop your fluenci with problem solv with nest loop event and variabl in a way that keep frustrat at a minimum. along the way you will learn about the common challeng or "bugs" student have with these concept as well as way to help them find and fix those concepts. you'll also be guid in run classroom discuss to help student develop deeper understand of these concepts. final you'll learn how to develop low-frustr learn experi for learn program via parsons' problems. addit you will creat an email to either a counselor administr or parent organ to help them understand the valu of all student take comput science.abstract ?-recurs function laravel euler' totient function interact recurs continu function lambda calculu puzzl index social-sci educ

brand and product managementbeginneridentifi the critic inform need to develop a product and brand strategi that gener both quick-win and long-term value. by complet thi cours you will be in posit to creat an activ plan to bring your brand strategi to life - both extern toward consum and intern to employees. you will be abl to defin the right metric for determin success in the implement of your product and brand strategi consid ani adjust that may need to be made under a test and learn methodology. lui rodriguez baptista - a professor at ie univers and marekt consult - will guid you through six modul that look at first understand the challeng of manag product through their 'life-cycle' and culmin with learn how to equip your employe with knowledg of how to deliv on your brand promise. the cours featur interview with consum and industri profession which help illustr the import of brand strategy. brand and product manag is a uniqu cours which enabl you to first understand the import of brand and product manag and then use brand develop architectur and portfolio in order to achiev success.brand market architectur brand architectur leadership and manag brand awar brand manag product manag brand engag awar busi market

unsupervis machin learn for custom market segmentationbeginnerin thi hands-on guid project we will train unsupervis machin learn algorithm to perform custom market segmentation. market segment is crucial for market sinc it enabl them to launch target ad market campaign that are tailor to customer' specif needs. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.train dimension reduct recommend system market econom project data cluster algorithm market segment machin learn unsupervis learn k-mean cluster data-sci machine-learn

busi growth strategyintermediateget the tool you need to analyz evalu and recommend specif action organ can take to grow their valu and avoid common growth pitfalls. in thi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti you will learn to determin how best to build valu whether by scale exist market enter establish market or creat new market through innov and acquisitions.leadership and manag busi strategi strategi market econom merger & acquisit real option valuat real option growth strategi innov scenario plan busi business-strategi

the art of negotiationadvancedth art of negoti come into play daili in the life of employe at all level and in everi position. particip explor how current approach to negoti strategi and tactic are use what negoti entail type of negoti relationship that exist from hard bargain to win-win to fulli partner relationship and person ones. the cours explor the person and behavior characterist of an effect negotiator. particip discuss how empower power and author affect the negoti process and outcome. topic includ how import it is to plan and prepar for a negoti session. upon complet thi cours you will be abl to 1. learn about the natur of negoti and how it differ from sell 2. gain awar of the basic doctrin of negoti and barrier to effect negoti 3. explain the role of author and how to address it in negoti 4. explain the role of power in negoti and how to address power inequ 5. explain the posit and neg influenc of empower 6. learn the differ �stances� or negoti style negoti might adopt 7. demonstr the factor that influenc which negoti style is implement 8. describ the person and behavior characterist of an effect negoti 9. demonstr your grasp of emot intellig and how it impact the effect of a negoti 10. assess your own valu and person style and how they affect the negoti process 11. learn about the critic import of plan and prepar in the negoti processleadership and manag contract negoti plan project manag principl win-win game commun project manag certif negoti art busi business-essenti

the blue understand and perform an american art formintermediateth blue is an american art form and the most import music form in jazz. although there are other formal paradigm of the blue such as 8-bar or 16-bar thi cours focus on differ incarn of the 12-bar blues. there are consider differ between earli jazz blue swing blue bebop blue modal blue and post bop blues. each type ha it uniqu harmon syntax melod vocabulari and associ with them improvis techniques. while other aspect of jazz perform practic have been constantli chang from one stylist convent to anoth the blue ha never lost it ident and express power and continu to exert a power influenc on the harmon and melod syntax of jazz. thi seven-week cours explor import aspect of the blue blue improvis basic keyboard textur jazz harmon and melod syntax. topic includ 1 blue progressions; 2 blue and other scales; 3 improvis tool and others. thi cours will also cover valuabl theoret concept enabl the student to master the art of jazz improvisation. each topic will be introduc from a practic perspect with the clearli state goal to improv one� improvis skills. jazz improvis is root in spontan creativ self-express and at the same time self-control and order. a uniqu pedagog approach base on a one-to-on music interact conduct with differ instrumentalist will help to reinforc mani of the concept introduc in thi cours and realiz it state objectives.cal and respons art jazz improvis scale jazz harmoni gauss markov theorem music piano chord arts-and-human music-and-art

plastic electronicsintermediateplast electron is a concept that emerg forti year ago with the discoveri of electr conduct polymers. ten year later the first electron devic use organ solid in place of the ubiquit inorgan semiconductor were realised. the best achiev of plastic electron is constitut by organ light-emit diod ole that equip the display of mani smartphon and even tv sets. the object of thi cours is to provid a comprehens overview of the physic of plastic electron devices. after take thi cours the student should be abl to demonstr theoret knowledg on the follow subject concept of organ semiconductors; charg carrier transport in polymer and organ semiconductors; optic properti of organ semiconductors; charg inject from metal to organ solids; oper mode of the main plastic electron devic organ light-emit diod ole organ photovolta cell opv and organ field-effect transistor ofets.interfac transport physic electron electr engin microelectron satellit electr control molecular orbit polyvinyl butyr pvb physical-science-and-engin electrical-engin

get organ how to be a togeth teacherintermediatethi cours is design for classroom teacher who juggl time-sensit task and often-exhaust teach schedules. with an eye toward long-term sustain the togeth teacher examin the purpos for plan ahead provid tool for track time commit deadlin and task and help teacher develop a person organ system that interact with their day-by-day practices. all teacher from the pen & paper list maker to the tech-savvi digit maven will benefit from the no-nonsens approach to "togetherness" that' present in thi course. we don't care what format you use; we care that you know when you have free time dure the day and that you have a plan for use it.hold educ teach educ psycholog organ manag teacher train rel chang and differ plan psycholog list leadership and manag social-sci educ

natur attenu of groundwat contamin new paradigm technolog and applicationsadvancedclean up the larg number of groundwat contamin site is a signific and complex environment challenge. the environment industri is continu look for remedi method that are both effect and cost-efficient. over the past 10 year there have been amaz import develop in our understand of key attenu process and technolog for evalu natur attenu process and a chang institut perspect on when and where monitor natur attenu mna may be applied. despit these advanc restor groundwat contamin by anthropogen sourc to allow for unrestrict use continu to be a challenge. becaus of a complex mix of physic chemic and biolog constraint associ with activ in-situ cleanup technolog there ha been a long stand focu on understand natur process that attenu groundwat contamin plumes. we will build upon basic environment scienc and environment engin principl to discov how to best implement mna as a viabl treatment for groundwat contamin plumes. addit we will delv into the histori behind and make predict about the new direct for thi technology. ani profession work in the environment remedi industri will benefit from thi in-depth studi of mna. we will use lectur read and comput exercis to enhanc our understand and implement of mna. at the complet of thi cours student will have updat understand and practic tool that can be appli to all possibl mna sites.bioremedi process geolog chemic engin water suppli flow network case studi f.lux chemistri groundwat remedi physical-science-and-engin environmental-science-and-sustain

essenti of entrepreneurship think & actionconversantsuccess in busi can be greatli enhanc with an understand of key entrepreneuri characterist and compet solutions. thi interact cours provid potenti entrepreneur with the knowledg of succeed in an entrepreneuri opportunity. topic includ how creativ opportun and feasibl are best evaluated; busi strategi for new businesses; import of a busi plan; achiev success in a new business. at the end of the cours student will have the skill and confid to evalu start a busi in addit to becom more enterpris in how they approach their role should they decid to work in organizations. upon complet thi cours you will be abl to 1. learn about the mani face of and context for entrepreneurship 2. learn about the entrepreneuri process and how to manag it 3. learn about what it take to be an entrepreneur and your own potenti to be one 4. learn to recogn opportun to gener and assess your own busi idea 5. explain the busi plan process 6. appli entrepreneuri approach concept and method to your own busi idea 7. learn about the oper issu in develop new busi venturesfin leadership plan entrepreneurship process strategi leadership and manag human resourc market account busi entrepreneurship

advanc algorithm and complexityadvancedyou'v learn the basic algorithm now and are readi to step into the area of more complex problem and algorithm to solv them. advanc algorithm build upon basic one and use new ideas. we will start with network flow which are use in more typic applic such as optim match find disjoint path and flight schedul as well as more surpris one like imag segment in comput vision. we then proceed to linear program with applic in optim budget alloc portfolio optim find the cheapest diet satisfi all requir and mani others. next we discuss inher hard problem for which no exact good solut are known and not like to be found and how to solv them in practice. we finish with a soft introduct to stream algorithm that are heavili use in big data processing. such algorithm are usual design to be abl to process huge dataset without be abl even to store a dataset.linear comput program dynam program np-complet polynomi maximum flow problem linear program linear inequ flow network algorithm computer-sci algorithm

reproduc templat for analysi and disseminationadvancedthi cours will assist you with recreat work that a previou cowork complet revisit a project you abandon some time ago or simpli reproduc a document with a consist format and workflow. incomplet inform about how the work wa done where the file are and which is the most recent version can give rise to mani complications. thi cours focus on the proper document creation process allow you and your colleagu to easili reproduc the compon of your workflow. throughout thi cours you'll receiv help demonstr of rstudio and the r markdown languag and engag in activ learn opportun to help you build a profession onlin portfolio.syntax github probabl densiti function book yaml rstudio surround sound document html order pair data-sci data-analysi

introduct to faecal sludg managementintermediatedo you want learn how to appli concept of sustain faecal sludg manag fsm on a city-wid scale? thi cours start with an overview of what faecal sludg is and an introduc you to the engin fundament and requir inform for the design and select of technologies. sanit solut are prone to failur if an integr plan approach that includ stakehold involv and the develop of appropri institut manag and financi arrang is not implemented. the cours therefor dedic a complet week to present the full pictur in addit to technolog that need to be consid for sustain solutions. it conclud with a focu on current research and innov in technolog to provid an understand of the most up-to-d options. thi cours is one of four in the seri �sanit water and solid wast for development".engin design sewag innov transport leadership and manag engin manag sustain urban plan plan civil engin physical-science-and-engin environmental-science-and-sustain

digit signal process 2 filteringadvanceddigit signal process is the branch of engin that in the space of just a few decad ha enabl unpreced level of interperson commun and of on-demand entertainment. by rework the principl of electron telecommun and comput scienc into a unifi paradigm dsp is a the heart of the digit revolut that brought us cd dvd mp3 player mobil phone and countless other devices. the goal for student of thi cours will be to learn the fundament of digit signal process from the ground up. start from the basic definit of a discrete-tim signal we will work our way through fourier analysi filter design sampl interpol and quantiz to build a dsp toolset complet enough to analyz a practic commun system in detail. hands-on exampl and demonstr will be routin use to close the gap between theori and practice. to make the best of thi class it is recommend that you are profici in basic calculu and linear algebra; sever program exampl will be provid in the form of python notebook but you can use your favorit program languag to test the algorithm describ in the course.digit signal process signal process decorrel electron convolut graph frequenc domain stochast stochast process rel chang and differ physical-science-and-engin electrical-engin

drug commercializationbeginnerth univers of california san diego skagg school of pharmaci and pharmaceut scienc drug commerci cours bring you lectur from both faculti and industri experts. with thi cours record on campu at ucsd we seek to share our access to top peopl in the field who bring an unpreced rang of expertis on drug commercialization. thi cours will cover pharmacoeconom market strategi intellectu properti strategi portfolio manag manag market and strateg alliances. it will also have a lectur case studi from startup to success. in addit the cours will discuss post-market clinic trial or phase 4 trials. these are conduct after a new drug ha been approv by the regulatori agenc and launched. in these studi the new drug is prescrib in an everyday healthcar environ� use a much larger group of patients. thi enabl new treat�ment use for the new drug to be develop comparison with other treatment for the same indic to be made and determin of the clinic effect of the new drug in a wider varieti of patient type and more rare side effect if ani may be detect . pre-market strategi should be instig as earli as phase 1 clinic trial to ensur that the market' need are incorpor into the new drug' overal develop�ment. later phase when clinic result are present at intern medic confer the market strategi is then refin in order to develop an awar amongst the medic commun who will be prescrib the new drug. in addit to the market strategi price strategi and a tactic plan will be developed. promot materi and the sale forc will be train so that when the product is approv they can promot the drug to physician pharmacist and nurses. thi cours is intend as part 3 of a seri drug discoveri https//www.coursera.org/learn/drug-discoveri drug develop https//www.coursera.org/learn/drug-develop and drug commercialization. we would highli recommend that you take the cours in order sinc it will give you a better understand on how a drug is discov in the lab befor be test in clinic trial and then launch in the market place.drug develop market pharmaceut industri drug discoveri biotechnolog drug clinic pharmacolog pharmaceut market intellectu properti commerci life-sci healthcare-manag

entrepreneurship strategi from ideat to exitadvancedthi cours cover in the chronolog order each defin step of an entrepreneuri project. it begin with veri person consider relat to get to better know yourself better so as to decid if you are readi for the multipl challeng of entrepreneurship. it then deal with creativ in order to provid the right set of tool to find an idea with the right potenti to disrupt an exist business. we then discuss how to gather a found team how to rais money to initi the project and how to deal with day to day cash management. later in the cours we discuss the art of sell focus on busi to busi sale and how to measur the product launch phase use cohort analysis. later on we discuss the challeng of hr in an entrepreneuri environ and of recruit at a point where nobodi know your company. we then describ veri practic techniqu to initi the intern develop of a small company. last we cover the exit strategi topic.sal strategi financ exit system call leadership and manag busi strategi exit strategi leadership strategi sale entrepreneurship busi leadership-and-manag

medic diagnosi use support vector machinesbeginnerin thi one hour long project-bas cours you will learn the basic of support vector machin use python and scikit-learn. the dataset we are go to use come from the nation institut of diabet and digest and kidney diseas and contain anonym diagnost measur for a set of femal patients. we will train a support vector machin to predict whether a new patient ha diabet base on such measurements. by the end of thi cours you will be abl to model an exist dataset with the goal of make predict about new data. thi is a first step on the path to master machin learning. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.model evalu measur support vector machin python program scikit-learn project accuraci and precis train machin learn data-sci machine-learn

bioinformat capston big data in biologyadvancedin thi cours you will learn how to use the basespac cloud platform develop by illumina our industri partner to appli sever standard bioinformat softwar approach to real biolog data. in particular in a seri of applic challeng will see how genom assembl can be use to track the sourc of a food poison outbreak how rna-sequenc can help us analyz gene express data on the tissu level and compar the pro and con of whole genom vs. whole exom sequenc for find potenti harm mutat in a human sample. plu hacker track student will have the option to build their own genom assembl and appli it to real data!gen express foodborn ill foodborn ill genet gene bioinformat protein gene express analysi biolog dna life-sci health-informat

guid tour of machin learn in financeintermediatethi cours aim at provid an introductori and broad overview of the field of ml with the focu on applic on finance. supervis machin learn method are use in the capston project to predict bank closures. simultan while thi cours can be taken as a separ cours it serv as a preview of topic that are cover in more detail in subsequ modul of the special machin learn and reinforc learn in finance. the goal of guid tour of machin learn in financ is to get a sens of what machin learn is what it is for and in how mani differ financi problem it can be appli to. the cours is design for three categori of student practition work at financi institut such as bank asset manag firm or hedg fund individu interest in applic of ml for person day trade current full-tim student pursu a degre in financ statist comput scienc mathemat physic engin or other relat disciplin who want to learn about practic applic of ml in financ experi with python includ numpi panda and ipython/jupyt notebook linear algebra basic probabl theori and basic calculu is necessari to complet assign in thi course.algorithm tensorflow machin learn probabilist model regress reinforc learn human learn order pair financ artifici neural network data-sci machine-learn

bond and fix incom mathematicsadvancedin thi 1-hour long project-bas cours you will learn how to ?alcul current yield and current price of a bond calcul yield to matur of a bond and calcul macaulay durat of a bond. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.curr yield fix incom financ machin learn project matur financ data analysi mathemat incom fix incom secur busi financ

foundat of health equiti researchconversantintroduc student to the core principl of health equiti research. cover topic such as defin health equiti engag commun and polici stakehold patient-centered cultur compet and dissemin of research findings. content will recogn differ geograph cultur and social context where health inequ occur.soci determin of health health care bia social media platform social media secur research health system health equiti determin of health social epidemiolog life-sci public-health

cognit solut and rpa analyticsbeginnermillion of compani in the world today are process endless document in variou formats. although robot process autom rpa thrive in almost everi industri and is grow fast it work well onli with structur data sources. what about the data that� not fulli structur and come in vari layouts? to address thi problem there is anoth aspect of rpa that is take the industri by storm cognit automation. while implement rpa you can deploy autom with �cognitive� capabilities. cognit autom use artifici intellig ai to learn and understand the same way the human brain works. thu it assist human in make decis complet task or meet goals. use cognit autom you can extract semi�or unstructur data�which is 80% of all data! data is a preciou asset. busi struggl to make sens of larg volum of avail data and to gener a tangibl valu from them. manual busi process bare contain ani data that is avail for capture. thi is where robot process autom or rpa analyt come in. rpa bot don�t just autom busi processes; they also digit them. they take the larg volum of data and interpret it in near real-tim to provid action information. in thi cours you will be introduc to cognit autom the role that ai play in it and autom anywhere� cognit solut iq bot. you will also be introduc to rpa analyt and explor how autom anywhere� web control room and bot insight can provid thi functionality. as you begin thi cours you will learn the six step to deploy cognit automation. next you will explor the iq bot portal � autom anywhere� web-bas applic for develop the cognit iq bots. you will then learn to use the portal by follow the iq bot workflow. next you will learn how rpa analyt help interpret and improv autom busi processes. you will see how bot insight function as an rpa analyt platform. you will also explor the differ type of rpa analyt and learn how to gener rpa analyt via two mechan � the web control room for oper analyt and bot insight for busi analyt and coe analytics. final you will learn how to use the rpa mobil app to studi and edit the default coe dashboard that is publish via bot insight.busi analyt it oper analyt order pair mobil app user interfac checkbox analyt extract applic program interfac jpeg information-technolog data-manag

mobil vr app develop with unityadvanced"th virtual realiti and augment realiti industri are grow by leap and bound � but find worker with the right skill can be a challenge." - cnbc report virtual and augment realiti are pois to revolution how we interact with comput with the world and with each other and uniti is at the forefront of thi technology; an estim 90% of samsung gear vr game and 53% of oculu rift game at launch were made with unity. and accord to labor market analyt compani burn glass "there� noth virtual about the job in thi field. they�r here and now and veri real." in thi cours you'll learn how to design develop troubleshoot and publish your own mobil vr applic in uniti for googl daydream gear vr or oculu go devices. use the veri latest techniqu recommend by unity' vr engin you'll build a complet vr environ that you can continu to use after the cours while learn to appli best practic in user experi interact teleport and navig design for vr. in short thi cours will take you from softwar develop to vr developer. thi is the second of three cours in unity' xr special which includ an introduct to xr cours as well as a plan cours focus on develop handheld augment realiti ar applic with unity. the cours assum that you alreadi have experi develop applic with uniti and that you are comfort with basic c# programming. it will also be help if you are familiar with build other type of app to run on mobil devices.graph user interfac recurs enumer set augment realiti track system human comput interact direct manipul interfac user control virtual realiti head-mount display interfac computer-sci mobile-and-web-develop

the ancient greeksbeginnerthi is a survey of ancient greek histori from the bronz age to the death of socrat in 399 bce. along with studi the most import event and person we will consid broader issu such as polit and cultur valu and method of histor interpretation.flourish ancient greec greek mytholog cultur war art histori reason art mytholog histori arts-and-human histori

leverag googl financ function in googl sheetsbeginnerin thi 1-hour long project-bas cours you will learn how to extract stock price and financi inform mutual fund perform inform and creat forex and stock sparklin use googl finance. thi will make your work with stock data much faster and more straightforward. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.leverag financ chi-squar distribut student residu project stock invest bank financ extract net profit financi market busi financ

content strategi for profession manag contentadvancedin the second cours of the content strategi special - "manag content" - you will dive deeper into content strategi by learn some great option for manag your import content onc it' been created. you will look at media platform and how best to tell an organization� �content story� across those platform use a human-cent design. then you'll take a close look at way to best util social and mobil media as well as some of the issu around insourcing/outsourc content. final you'll get an insid look at how legal issu associ with content strategi are handl in compani larg and small around the globe. thi cours serv profession who want to learn to manag their trustabl engag and often interact content to advanc their enterprise� futur and their own career in it. as a bonu we'v also includ a toolkit to download and take back to work. can�t rememb the 3 truth that frame all commun in the digit age? need to convinc a co-work that a human center design approach is best for your project? want to review how you creat an engag brand for your content? you will find answer to those question and more in the toolkit. guest lectur in thi cours includ -- emili withrow assist professor medil northwestern -- jeremi gilbert director of strateg initi the washington post -- randi hlavac lectur medil northwestern and lead professor of the social media market special also on courseracont creation strategi content market content strategi blog content manag system multimedia consum behaviour copywrit commun busi market

basic data descriptor statist distribut and applic to busi decisionsbeginnerth abil to understand and appli busi statist is becom increasingli import in the industry. a good understand of busi statist is a requir to make correct and relev interpret of data. lack of knowledg could lead to erron decis which could potenti have neg consequ for a firm. thi cours is design to introduc you to busi statistics. we begin with the notion of descript statist which is summar data use a few numbers. differ categori of descript measur are introduc and discuss along with the excel function to calcul them. the notion of probabl or uncertainti is introduc along with the concept of a sampl and popul data use relev busi examples. thi lead us to variou statist distribut along with their excel function which are then use to model or approxim busi processes. you get to appli these descript measur of data and variou statist distribut use easy-to-follow excel base exampl which are demonstr throughout the course. to success complet cours assign student must have access to microsoft excel. week 1 modul 1 basic data descriptor in thi modul you will get to understand calcul and interpret variou descript or summari measur of data. these descript measur summar and present data use a few numbers. appropri excel function to do these calcul are introduc and demonstrated. topic cover includ �\tcategori of descript data �\tmeasur of central tendenc the mean median mode and their interpret and calcul �\tmeasur of spread-in-data the rang interquartile-rang standard deviat and varianc �\tbox plot �\tinterpret the standard deviat measur use the rule-of-thumb and chebyshev� theorem week 2 modul 2 descript measur of associ probabl and statist distribut thi modul present the covari and correl measur and their respect excel functions. you get to understand the notion of causat versu correlation. the modul then introduc the notion of probabl and random variabl and start introduc statist distributions. topic cover includ �\tmeasur of associ the covari and correl measures; causat versu correl �\tprobabl and random variables; discret versu continu data �\tintroduct to statist distribut week 3 modul 3 the normal distribut thi modul introduc the normal distribut and the excel function to calcul probabl and variou outcom from the distribution. topic cover includ �\tprobabl densiti function and area under the curv as a measur of probabl �\tthe normal distribut bell curv norm.dist norm.inv function in excel week 4 modul 4 work with distribut normal binomi poisson in thi modul you'll see variou applic of the normal distribution. you will also get introduc to the binomi and poisson distributions. the central limit theorem is introduc and explain in the context of understand sampl data versu popul data and the link between the two. topic cover includ �\tvariou applic of the normal distribut �\tthe binomi and poisson distribut �\tsampl versu popul data; the central limit theoremprob poisson distribut binomi distribut normal distribut analysi student residu statist analysi gener statist chi-squar distribut microsoft excel data-sci data-analysi

the polit of skepticismintermediatethi is a cours about the histori of skeptic from the ancient greek to today with special attent to the polit ramif of question man' abil to know the world and himself with ani certainty. we will discuss the debat rage between plato and the sophist the rise of christian in the roman world and the so-cal 'skeptic crisis' of the renaiss as well as pierr bayle' skeptic and david hume's. in addit the natur law tradit will be explor and the relationship between skeptic and conservatism. in the second part we will explor the systemat relat between skeptic and politics. what is skeptic doubt? when is doubt relevant? how doe skeptic relat to toler and to freedom of expression? and can it help us to solv polit problem not onli in a critic but also in a creativ way?religion intim relationship intim relationship dialogu principl skeptic prejudic deliber philosophi prejudic arts-and-human philosophi

learn to speak korean 1beginnerwelcom to learn to speak korean 1! thi cours is for beginn student who are familiar with the korean alphabet hangeul. through thi cours student will learn the skill essenti for daili interact with korean while live in korea. thi cours consist of six modul and each modul is compos of five units. each unit ha vocabulari grammar and express convers practic video clip quizz a workbook and vocabulari lists. in order to assist student with their independ studi korean learn materi such as lectur note workbook and vocabulari list detail each day� lectur are also provided. the vocabulari list are accompani by english chines and japanes translations. i hope that you enjoy all thi program ha to offer over the next six weeks. after studi in thi program you will be abl to have a real korean convers with your newli acquir knowledg of the korean language. thank you! your cours team chief content develop sang mee han content develop bock ja lee yoo kyung choi ha min cho ju eun kim product assist jin hee kim eun hye kimcommun human learn korean languag listen speech public speak cultur languag write grammar language-learn other-languag

strateg career self-managementbeginneraccord to the u.s. bureau of labor statist in the current economi american shift job everi 4-5 year which translat into 8-10 job transit includ sever career chang over one� life time. with competit for job on the rise a person� continu employ and career success are increasingli defin by hi or her masteri of individu career develop and the abil to effect "manag oneself" p. drucker. in thi cours you will learn how to think strateg and profession about your career self-management. through thi cours you'll develop an object extern view of your market skill as a solid foundat for build a strong career brand. in particular you'll be abl to - explain whi develop a protean and boundaryless career perspect base on transfer portabl skill is advantag for continu employ and career growth; - design your portabl skill portfolio identifi and examin critic import compet underpin your transfer skill and analyz your career self-manag compet gaps; - increas self-awar pinpoint your career goal and envis your futur work self; - recogn the central role of self-manag for develop transfer market skill and creat a custom self-manag inform system career develop lab for ongo person develop and profession growth; - conduct a thorough competency-bas job analysi in your area of interest and examin practic of evidence-bas data-driven competit employe selection; -implement your newli develop skill for craft effect select criteria statement and refin your job applications.leadership and manag self-awar person advertis competit self-discoveri career compet human resourc employ career develop brand personal-develop personal-develop

the technolog of music productionintermediatelearn about the music product process�includ record edit and mixing�and the tool avail to you to creat contemporari music on your computer. with the recent introduct of high-quality-low-cost softwar and hardwar the tool of music product are now avail to the masses. album are made in bedroom as well as studios. on the surfac thi is liberating. anyon can make an album for the low cost of a coupl piec of gear and a softwar package. but if you dig deeper you will find that it is not so easy. produc music requir knowledg dedic and creativity. knowledg is where thi cours come in. no matter what kind of music you are make there is a larg set of tool that you will need to use. each lesson of thi cours will demonstr a differ set of music product tool loos follow along the music product process of record edit and mixing. we will start with some background on the natur of sound and how we perceiv it. we will then examin the compon necessari to record audio into a comput so that you understand the devic that sound must travel through in a music product process. onc record sound must be organ along a timelin a process known as editing. it allow us to give the impress of perfect perform and creat mani of the sound we hear in contemporari music. the contemporari edit tool is the digit audio workstat daw a piec of softwar that store and organ all the asset of a music project. we will focu on the edit tool that are essenti in contemporari music product and that all daw provide. after edit sound must be combin or mix togeth so we look to the mix board�a veri creativ place if you know how to use it. we will explor the basic function of both hardwar and softwar mix board includ volum pan mute solo buss insert send and submixes. the mix process howev includ more tool than the mix board provid on it own. sound must also be process modifi from it record state to fit the context of the music. we will look at compress equal and delay and examin the mani audio effect that are offshoot of these devic and how they are use in a music context. in the end the music product process reli on your creativity. creativ is a product of the mind and will stay there unexpress until the right tool are use in the right way to share it with the world. if you have an idea in your head it will take numer step each with an import tool to reach your audience. you bring the dedic and creativ and thi cours will bring you the knowledg to make that happen.audio product sound guitar electron music electron music audio edit microphon sound design ableton arts-and-human music-and-art

math behind moneyballadvancedlearn how probabl math and statist can be use to help basebal footbal and basketbal team improv player and lineup select as well as in game strategy.regress sport regress toward the mean factori microsoft excel standard deviat mathemat augment assign simul sport analyt data-sci data-analysi

web connect and secur in embed systemsadvancedwelcom to web connect and secur in cyber physic systems! in thi cours we will explor sever technolog that bring modern devic togeth facilit a network of connect thing and make devic internet enabled. we will discuss rule protocol and standard for these devic to commun with each other in the network. we will also go through secur and privaci issu and challeng in cyber physic system cps. we will explor measur and techniqu for secur system from differ perspectives. possibl attack model are introduc and solut to tackl such attack are discussed. moreov some basic concept relat to privaci in cyber physic system are presented. the cours compris altogeth five modul and is split up into two main sections. the first section contain three modul and center on the problem of web connect in cyber physic systems. the second section consist of two modul focus on secur measur in such systems. each modul end with a grade quiz and there is a final peer review exam at the end of the cours cover the two main section of the course. after complet thi cours you will have the basic knowledg and capac for design the network architectur of your cyber physic system. thi includ put togeth differ compon select suitabl commun protocol and util these protocol in your system. you will also be abl to defin secur requir for your system and choos and implement a proper secur and privaci techniqu to protect it.attack model cryptograph protocol applic layer web servic web link layer wireless secur symmetric-key algorithm applic layer protocol public-key cryptographi computer-sci computer-security-and-network

public health in humanitarian crise 1intermediatethi cours public health in humanitarian crise 1 introduc discuss about the public health approach to problem experienc by peopl affect by disast both natur and relat to conflict. the cours discuss the mani chang which occur in people� live when they are uproot by a disast rang from chang in diseas pattern access to health care livelihood shelter sanitari condit nutrit statu etceteras. we will explor what humanitarian intervent could look like if we want to mitig the effect of disasters. the cours content is a mix of theoret knowledg and mani practic exampl from recent disasters. we think thi cours is uniqu becaus it contain so mani practic �real-life� exampl and is taught by instructor and guest lectur who togeth have over 200 year of experi in thi field. the cours consist of 10 modul total approxim 9-10 hour of deliv content with an addit 2-3 hour of self-work quizz and write and evalu a short peer-review assign as well as live discuss forums. the cours ha been design in a way that each modul build on the lesson of previou modules. howev you may do the modul in ani order and some can be done separately. you do not have to pay for thi cours if you choos to enrol without a certificate. sometim refer to as audit enrol without a certif mean that you will have access to all of the video quizz assign and discussions. the onli differ is that you will not receiv a certif upon completion. click the enrol without a certif link to sign up and begin the course. even if you enrol in a session that ha yet to begin you may access most of the cours materi right away by click the preview cours materi link. howev you will have to wait for the session to begin befor post your comment on the discuss forum or access the final peer-review assessment. visit the learner help center for detail about session schedules. if you want to learn more there is a second cours which follow thi one entitl public health in humanitarian crise 2. we welcom you to take this. the cours ha a similar set-up and discuss addit topic such as infecti diseas outbreak diseas epidemiolog matern and newborn health mental health humanitarian project design humanitarian principl and mani other topics.crisi humanitarian nutrit public health law disast emerg food secur leadership and manag emerg manag social-sci governance-and-societi

best practic for io user interfac designadvancedy will learn to develop sophist user interfac for io with a focu on user interfac design best practic ui anim and respons design. you will learn about the key ui widget map interfac and view restoration.cor data user interfac recurs enumer set flat design swift program user interfac design java annot interfac human interfac guidelin io develop computer-sci mobile-and-web-develop

classif tree in python from start to finishbeginnerin thi 1-hour long project-bas cours you will learn how to build classif tree in python use a real world dataset that ha miss data and categor data that must be transform with one-hot encoding. we then use cost complex prune and cross valid to build a tree that is not overfit to the train dataset. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should be familiar with python and the theori behind decis tree cost complex prune cross valid and confus matrices. note - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.mathemat optim tensorflow statist classif random forest decis tree statist analysi python program machin learn scikit-learn categor data data-sci data-analysi

sustain through soccer systems-think in actionbeginnerthi cours take learner on a journey through a progress of systems-think and sustain concepts. use the beauti game of soccer also known as footbal in mani part of the world as an analog we'll work togeth to illumin real-world interdepend such as between climat chang and human right build the chain of concept in a fun access way. soccer/footbal nerd and newbi alik will be entertain and ultim reward with the epiphani that come from see in system more clearly. those who complet the cours will creat exampl of system part boundari and behavior relat to sustain and soccer/football; practic evalu the sustain of system they care about use sever complementari methods; gener idea to improv the sustain of a system they care about; and explain a mindset shift that would enhanc the sustain of a system they care about.fram system think scale materi ecosystem wind energi thought energi adapt capac system dynam physical-science-and-engin environmental-science-and-sustain

introduct to blockchain technologiesintermediatein thi first cours of the special we will discuss the limit of the internet for busi and econom activ and explain how blockchain technolog repres the way forward. after complet thi cours you will be abl to explain what blockchain is how it work and whi it is revolutionary. you will learn key concept such as mine hash proof-of-work public key cryptographi and the double-spend problem. you�ll be abl to describ seven design principl for blockchain technolog and the challeng face the peopl develop it. you�ll also meet the player in the blockchain ecosystem and consid your own role in steward the blockchain revolution.peer-to-p smart contract proof-of-work system cryptocurr bitcoin public-key cryptographi blockchain bitcoin network ethereum cryptographi busi business-essenti

action-driven busi plan from the �classroom� to the worldbeginner"action-driven busi plan from the �classroom� to the world" is a capston project that requir you our learner to pull togeth all you will have learn in the three cours that compris the "startup entrepreneurship" specialization. thi cours is in fact the culmin of the process design to provid you with the opportun to demonstr what you have learn on a real-world project of your choice. dure the follow six week you will gradual creat improv and refin your busi plan move from one mileston to another. each week will begin with a short note from prof. maital explain what the current phase is about and provid you with point to consid while work on the assignments. we encourag you to practic what you have learn use the self-assess practic quizz and brainstorm with your peer in the weekli forums. dure the first week you will creat a non-busi plan as an initi step toward creat your busi plan. in week two three and five you will be requir to submit three assign for peer evalu which will help you to prepar your final busi plan. at the end of the cours you will prepar and submit your complet busi plan and an effect two-minut video describ your idea. your busi plan will includ the follow section the need the product uniqu featur the market and futur develop a gantt chart and a project budget.busi process project plan product differenti project plan market research creativ money flow index busi plan project plan busi entrepreneurship

procur negotiationbeginnerthi cours will teach you the necessari negoti skill to be successful. we will be cover the overal negoti process how to establish object e.g.most desir option mdo least accept altern laa best altern to a negoti agreement batna what type and how to gather fact and collect inform the import of develop a plan learn your negoti style how to use recogn and counter variou tactic understand the differ between posit vs. interest and need and want and lastli what you need to do after the negoti is complete. thi cours will be support by video read a person style survey a podcast and a requir "mock" negoti with a peer group assessment.procur suppli chain manag plan purchas manag strateg sourc categori manag suppli chain negoti contract manag procur negoti busi leadership-and-manag

popul health governanceadvancedhow can we organis care in such a way that we optim experi qualiti and costs? what type of govern is needed? and how should healthcar organis collaborate? these are central question in thi course. in answer them we depart from a recognit of the impact of three crucial global shift in health care govern 1 the chang in focu from cure to popul health 2 the increas attent to social determin of health and 3 the stronger involv of non-government healthcar organis in servic deliveri networks. the cours is uniqu in combin the popul health perspect with theori of healthcar system governance. it take a �multi-level� perspect the particip will look at healthcar govern from differ angl in the healthcar system as a whole from the global and nation level to network of organis to individu care organis and final to the healthcar professional. all these actor should function well to optim access afford and high qualiti of care. to attain these goal specif manageri network and leadership skill are required.cop with behavior network analysi organiz structur social network analysi perform partnership cultur strategi health care busi leadership-and-manag

open sourc softwar develop methodsintermediatein thi cours we will defin what open sourc softwar is we will go over the histori of open sourc softwar and what benefit it ha provid to the world� technolog infrastructur over the decades. the cours aim to teach you how to work in open sourc project product and gain a lot of benefit from it and realli understand what the advantag are. you will learn about collabor best practic and how to encourag divers in open sourc projects. we will discuss the differ licens model that are avail as thi will help you decid what the best licens is for your project. we will talk about method that are commonli use such as continu integr and use of github and other host provid as a central meet place for open sourc project and we will provid some exampl of success open sourc projects.project leadership and manag leadership softwar open sourc github ethic softwar engin continu integr sourc computer-sci software-develop

understand korean politicsintermediatethi cours will select six most outstand issu in contemporari korean polit and will engag in an in-depth interact inquiri of those issue. they includ korean polit in histori institut set of korean polit and dynam of polit cultur in korea profil of polit leadership myth and realiti of the development state and the korean econom miracl and debat on korean unification. the cours will expos student to contend theori and empir realiti at first hand. after complet thi cours learner will be abl to 1. grasp the most salient and time aspect of korean politics.. 2. place south korean polit in compar perspectives. 3. digest a delic mix of theori and practic regard korean politics. 4. come up with new interpret of polit develop in south korea. 5. most importantli renew their genuin interest in korea and korean politics.econom polit scienc financi crisi intern relat determin constitut korean languag histor linguist order pair crisi social-sci governance-and-societi

command line tool for genom data scienceintermediateintroduc to the command that you need to manag and analyz directori file and larg set of genom data. thi is the fourth cours in the genom big data scienc special from john hopkin university.comput biolog genom present biostatist unix analysi molecular biolog genet command-lin interfac bioinformat data-sci data-analysi

healthcar deliveri providersintermediatewelcom to the excit world of healthcar deliveri providers! thi second cours in the healthcar marketplac special will help you understand the variou provid of healthcar across the u.s. deliveri continuum. we will explor the uniqu valu proposit of the variou providers- from hospit and clinic to physician to commun base providers. we will dissect thi import valu chain use variou lens such as- site of care deliveri peopl who provid the care and payer who pay for care. you will also learn about the challeng face these provid and the innov they are creat in order to help transform thi import industry. i will use read such as a case studi and video to make thi learn more experienti for you so that you can see and feel the world of healthcar delivery. i will also explain the variou acronym and special term use in healthcar so that you becom more profici and familiar with the language. given the fact that healthcar is one of the largest industri in the u.s. and grow at an rapid pace it is critic that current and futur leader understand the intern and extern driver that are shape thi industry. current and futur leader will need to constantli innov in order to sustain thi industri into the future- by creat valu for the end custom and the entir popul as well as increas engag of the human who work within thi industry. get readi to take a deep dive into the complex ocean that is u.s. healthcar delivery- and make sure your oxygen tank is secur fastened!experi healthcar deliveri system physician physician regulatori affair primari care physician payment patient account care organ specialti care busi financ

emot ai facial key-point detectionbeginnerin thi 1-hour long project-bas cours you will be abl to - understand the theori and intuit behind deep learn convolut neural network cnn and residu neural networks. - import key librari dataset and visual images. - perform data augment to increas the size of the dataset and improv model gener capability. - build a deep learn model base on convolut neural network and residu block use kera with tensorflow 2.0 as a backend. - compil and fit deep learn model to train data. - assess the perform of train cnn and ensur it gener use variou kpis. - improv network perform use regular techniqu such as dropout.machin learn train emot project deep learn tensorflow network perform facial comput vision convolut neural network data-sci machine-learn

get start with cascad style sheetbeginnerin thi 1.5-hour long project-bas cours you will gain hands-on experi with one of the most fundament skill for a web develop css cascad style sheet. you will transform a veri plain websit to a beauti present one in thi project! if you have some basic knowledg of html but found css perplex or just want to hone your css skill thi cours is for you! by the end of thi cours you will understand how css work have a basic understand of the essenti topic and be abl to appli it to web develop and web design projects!web html5 css html order pair style sheet oper system web develop graphic design javascript computer-sci mobile-and-web-develop

c++ decis programmingconversantin thi project you will creat an applic that yield a zodiac sign base on an input of birth month and day. the process of make decis is fundament in program just as it is in real life. a pre-exist condit is evalu and a decis is made base on the evaluation. for exampl if it is cold outsid a person choos to wear a coat. if a temperatur sensor exce a certain threshold the furnac turn off. in c++ as in other program languag a decis construct is use to control the sequenc of instruct that are execut under certain conditions. it allow the programm the power to take certain action base on variou input conditions. for exampl a grade program will need to assign a certain grade base on a test score. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.process comput program sign nest switch project evalu order pair integr digit signatur computer-sci software-develop

remot sens imag acquisit analysi and applicationsadvancedwelcom to remot sens imag acquisit analysi and applic in which we explor the natur of imag the earth' surfac from space or from airborn vehicles. thi cours cover the fundament natur of remot sens and the platform and sensor type used. it also provid an in-depth treatment of the comput algorithm employ in imag understand rang from the earliest histor import techniqu to more recent approach base on deep learning. the cours materi is extens illustr by exampl and commentari on the how the technolog is appli in practice. it will prepar particip to use the materi in their own disciplin and to undertak more detail studi in remot sens and relat topics.likelihood function support vector machin maximum likelihood estim cross-sit request forgeri convolut neural network themat map system engin remot sens princip compon analysi engin activ physical-science-and-engin electrical-engin

algorithm part ibeginnerthi cours cover the essenti inform that everi seriou programm need to know about algorithm and data structur with emphasi on applic and scientif perform analysi of java implementations. part i cover elementari data structur sort and search algorithms. part ii focus on graph- and string-process algorithms. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.data structur java program search tree java softwar platform sort algorithm algorithm algorithm comput program sort prioriti queue computer-sci algorithm

understand memori explain the psycholog of memori through moviesbeginnerwelcom to understand memory. someon onc said that memori is fascin becaus sometim we forget what we want to rememb sometim we rememb what we want to forget and sometim we rememb event that never happen or never happen the way we rememb them. i want to show you how memori work whi it sometim fail and what we can do to enhanc it. base on my recent book � memori and movi what film can teach us about memori mit press 2015 � i will provid an introduct to the scientif studi of human memori by focus on a select group of topic that hold widespread appeal. to facilit your understand i will use clip from numer film to illustr differ aspect of memori � describ what ha been learn about memori in a nontechn way for peopl with no prior background in psychology. mani of us love watch movi becaus they offer an unparallel opportun for entertain even if entertain film are not alway scientif accurate. still i believ that we can learn a lot about memori from popular film if we watch them with an educ eye. welcom onc more. i am look forward to show you what movi can teach us about memory. john seamon professor of psycholog emeritu wesleyan universityfilm diseas psycholog process human learn dementia memori process memori euler' totient function age life-sci psycholog

hi-fiv health informat for innov valu & enrich (clinic perspective)beginnerhi-f health informat for innov valu & enrich train is a 12-hour onlin cours design by columbia univers in 2016 with sponsorship from the offic of the nation coordin for health inform technolog onc. the train is role-bas and use case scenarios. also it ha addit option modul on other topic of interest or relevance. although we suggest to complet the cours within a month' timefram the cours is self-pac and so you can start and finish the cours at anytim dure a month' time period. no addit hardwar or softwar are requir for thi course. our nation� healthcar system is chang at a rapid pace. transform health care deliveri program depend heavili on health inform technolog to improv and coordin care maintain patient registri support patient engag develop and sustain data infrastructur necessari for multi-pay value-bas payment and enabl analyt capac to inform decis make and streamlin reporting. the acceler pace of chang from new and expand technolog will continu to be a challeng for prepar a skill workforc so take thi train will help you to stay current in the dynam landscap of health care. thi cours is one of three relat cours in the hi-fiv train program which ha topic on popul health care coordin and interoper value-bas care healthcar data analyt and patient-cent care. each of the three cours is design from a differ perspect base on variou healthcar roles. thi first cours is from a clinic perspect gear toward physician nurs practition physician assist nurs clinic execut and manag medic assist and other clinic support roles. howev we encourag anyon work in healthcar health it public health and popul health to particip in ani of the three trainings.value-bas price medicin fee-for-servic nurs practition informat telehealth health inform technolog patient health informat public health life-sci health-informat

build local develop environ use docker containersbeginnerbi the end of thi project you will creat two independ and replic local develop environ for two server and make them commun with each other avoid termin hell issu with depend and autom the process of set up a fresh setup of your projects. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web develop deploy environ kubernet softwar engin run docker softwar c++ python program web project information-technolog support-and-oper

scienc & religion 101not calibratedthi cours examin the natur of both scienc and religion and attempt to explor the possibl relationship between them. the primari purpos is to dispel the popular myth that scienc and religion are entrench in a never-end conflict. as a result thi cours argu that if the limit of both scienc and religion are respect then their relationship can be complementary. topic includ scienc and religion categori and foundat principl definit of scienc and religion science-religion model and relationship intellig design and natur revel the galileo affair geolog and noah� flood evolut and darwin� religi belief the modern �evolution� vs. �creation� debat the problem of evil and interpret of the biblic account of origin in genesi 1-11. the cours employ a construct teach style in order that student can develop their person view on the relationship between scienc and religion and on each of the topic list above. st. joseph' colleg is a cathol undergradu liber art colleg on the univers of alberta campus. it is an independ institut that is affili with the univers of alberta.astronomi dichotomi hermeneut evolutionari creation evolut bibl historiographi religion biolog evolut faith arts-and-human philosophi

philosophi and the scienc introduct to the philosophi of physic sciencesbeginnerwhat is the origin of our universe? what are dark matter and dark energy? thi is the first part of the cours 'philosophi and the sciences' dedic to philosophi of the physic sciences. scientif research across the physic scienc ha rais press question for philosophers. the goal of thi cours is to introduc you to some of the main area and topic at the key junctur between philosophi and the physic sciences. each week we will introduc you to some of these import question at the forefront of scientif research. we will explain the scienc behind each topic in a simpl non-techn way while also address the philosoph and conceptu question aris from it. we�ll consid question about the origin and evolut of our univers the natur of dark energi and dark matter and the role of anthrop reason in the explan of our universe. learn object gain a fairli well-round view on select area and topic at the intersect of philosophi and the scienc understand some key question and conceptu problem aris in the natur sciences. develop critic skill to evalu and assess these problems. suggest read to accompani 'philosophi and the sciences' we are pleas to announc a tie-in book from routledg entitl 'philosophi and the scienc for everyone'. thi cours companion to the 'philosophi and the sciences' cours wa written by the edinburgh philosophi and the scienc team expressli with the need of mooc student in mind. 'philosophi and the scienc for everyone' contain clear and user-friendli chapter chapter summari glossari studi question suggest for further read and guid to onlin resources. pleas note thi companion book is option - all the resourc need to complet the cours are avail freeli and list on the cours site.polit scienc parapsycholog physic observ astronomi vers protocol energi philosophi of mind astronomi scientif method philosophi arts-and-human philosophi

after the arab spring � democrat aspir and state failurebeginnerlearn whi the hope and excit of the arab spring is gone whi so mani arab state are fall apart whi the youth are so frustrat whi there are so mani refuge and what can be done about it. the so-cal arab spring appear to end decad of exception and bring the arab world back into the mainstream of global developments. the rebellion promis the return of polit and the reassert of popular sovereignti against their corrupt and geriatr leaders. much hope and floweri languag greet the young men and women who depos their leader and tri to build new better societies. today the arab world is in deep crisis. of the 22 member state of the arab leagu at least five have essenti collaps iraq libya yemen somalia and syria exist onli in name today as their territori have fallen to compet murder arm groups. in the remain countri the old autocraci have reassert themselves. the repress at home is now worsen by region conflict on an unpreced scale and the result frustrat ha led to the biggest refuge flow in recent memory. what went wrong? thi cours offer an overview of the structur shortcom of arab state and societi which help us understand whi the democrat awaken did not happen but instead �ha given way to civil war ethnic sectarian and region divis and the reassert of absolutism.� thi rais the obviou and renew question whether there is someth inher in the arab and by analog muslim condit that make them special. doe thi condit make thi part of the world impervi to gener observ trend toward greater account popular particip in polit decision-mak greater gener and fairer divis of econom wealth? join thi cours to find out!cognit disson govern budget balanc economi fear econom polit scienc intern relat evalu middl east guid democraci social-sci governance-and-societi

introduct to calculusbeginnerth focu and theme of the introduct to calculu cours address the most import foundat for applic of mathemat in scienc engin and commerce. the cours emphasis the key idea and histor motiv for calculu while at the same time strike a balanc between theori and applic lead to a masteri of key threshold concept in foundat mathematics. student take introduct to calculu will �\tgain familiar with key idea of precalculu includ the manipul of equat and elementari function first two week �\tdevelop fluenci with the preliminari methodolog of tangent and limit and the definit of a deriv third week �\tdevelop and practic method of differenti calculu with applic fourth week �\tdevelop and practic method of the integr calculu fifth week.integr deriv integr calculu adapt grammar calculu explicit substitut lambda calculu ?-calculu differenti calculu mathemat math-and-log math-and-log

the outcom and intervent of health informaticsbeginnerfor clinic data scienc to be effect in healthcare�to achiev the outcom desired�it must translat into decis support of some sort either at the patient clinician or manag level. by the end of thi cours student will be abl to articul the need for an intervent to right size it to choos the appropri technolog to describ how knowledg should be obtain and to design a monitor plan.evalu usabl health informat decis aid list abstract data type biomed engin key frame decis support system glean decis make life-sci health-informat

data collect onlin telephon and face-to-facebeginnerthi cours present research conduct to increas our understand of how data collect decis affect survey errors. thi is not a �how�to-do-it� cours on data collect but instead review the literatur on survey design decis and data qualiti in order to sensit learner to how altern survey design might impact the data obtain from those surveys. the cours review a rang of survey data collect method that are both interview-bas face-to-fac and telephon and self-administ paper questionnair that are mail and those that are implement onlin i.e. as web surveys. mix mode design are also cover as well as sever hybrid mode for collect sensit inform e.g. self-administ the sensit question in what is otherwis a face-to-fac interview. the cours also cover newer method such as mobil web and sm text messag interview and examin altern data sourc such as social media. it concentr on the impact these techniqu have on the qualiti of survey data includ error from measur nonrespons and coverag and assess the tradeoff between these error sourc when research choos a mode or survey design.survey data collect web survey methodolog mobil web interview self-administr altern data survey design respond survey research life-sci psycholog

build a mobil app with googl sheet on glide and no codingbeginnerin thi 2-hour long project-bas cours you will learn how to creat a mobil app from a googl sheet use glide a web applic built by former microsoft engin to simplifi app development. you will learn how to creat the data structur for the app to reli on googl sheet how to test the app distribut it and instal it with no need of code experi of skills. you will build a book-shar mobil app with user sign-in function ad item mark as favorit creat person list share book review and more. the tool can be use as an easi develop and market tool in order to creat function app for person and busi use for your client as promot tool or compani intern applic and more. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.account blog mobil app page layout data structur project dynam web page digit market person entri point computer-sci software-develop

machin learn rapid prototyp with ibm watson studioadvancedan emerg trend in ai is the avail of technolog in which autom is use to select a best-fit model perform featur engin and improv model perform via hyperparamet optimization. thi autom will provid rapid-prototyp of model and allow the data scientist to focu their effort on appli domain knowledg to fine-tun models. thi cours will take the learner through the creation of an end-to-end autom pipelin built by watson studio� autoai experi tool explain the underli technolog at work as develop by ibm research. the focu will be on work with an auto-gener python notebook. learner will be provid with test data set for two use cases. thi cours is intend for practic data scientists. while it showcas the autom ai capabili of ibm watson studio with autoai the cours doe not explain machin learn or data scienc concepts. in order to be success you should have knowledg of data scienc workflow data preprocess featur engin machin learn algorithm hyperparamet optim evalu measur for model python and scikit-learn librari includ pipelin classsoftwar prototyp virtual prototyp ansi model optim machin learn pido rapid prototyp evosuit testb manual test data-sci machine-learn

autodesk certifi profession revit for structur design exam prepintermediateprov to potenti employ that you�r up to the task by becom an autodesk certifi professional. thi onlin cours from autodesk� introduc you to the advanc featur of revit� for structur a tool to support build inform model and deliveri of 3d digit model and relat documentation. the cours prepar you by offer an overview of skill that match what is cover on the autodesk certifi profession revit for structur design exam. the lesson are structur to match the exam� object domain and follow the typic workflow and featur of the revit software. about the autodesk certifi profession revit for structur design exam a success candid for the autodesk certifi profession revit for structur design certif ha a combin of approxim 400-1200 hour of train and hands-on experi with revit in a structur environment; is familiar with product featur and capabilities; and is knowledg in relev workflow process and project objectives. the candid can perform routin task involv in their job role with limit assist from peer product document and support services. the minim qualifi candid can effici set up and manag a project and work in collabor with colleagues. addit the success candid can util revit model and document tool and methodolog to produc qualiti deliver work with minim supervision. the autodesk certifi profession acp certif exam can be taken at a pearson vue test center or through onvu pearson vue� onlin proctor environment. candid are given 120 minut to complet a certif exam and should review the test center polic and requir befor scheduling. readi to take the exam? schedul to take the exam onlin or find a test center near you on pearsonvue.com/autodesk.autodesk autodesk revit architectur architectur autocad architectur p-rep build inform model autocad construct manag civil engin test prepar physical-science-and-engin mechanical-engin

from the big bang to dark energybeginnerw have learn a lot recent about how the univers evolv in 13.7 billion year sinc the big bang. more than 80% of matter in the univers is mysteri dark matter which made star and galaxi to form. the newli discov higgs-boson becam frozen into the univers a trillionth of a second after the big bang and brought order to the universe. yet we still do not know how ordinari matter atom surviv against total annihil by anti-matter. the expans of the univers start acceler about 7 billion year ago and the univers is be rip apart. the culprit is dark energi a mysteri energi multipli in vacuum. i will present evid behind these startl discoveri and discuss what we may learn in the near future. thi cours is offer in english.theori of rel energi thought vers protocol inflat tailor access oper physic astronomi quantum mechan human learn physical-science-and-engin physics-and-astronomi

get start with gointermediatelearn the basic of go an open sourc program languag origin develop by a team at googl and enhanc by mani contributor from the open sourc community. thi cours is design for individu with previou program experi use such languag as c python or java and cover the fundament element of go. topic includ data type protocol format and write code that incorpor rfc and json. most importantli you�ll have a chanc to practic write go program and receiv feedback from your peers. upon complet thi cours you'll be abl to implement simpl go program which will prepar you for subsequ studi at a more advanc level.record comput scienc languag structur text go program languag c++ garbag collect comput scienc number spreadsheet go! program languag comput program subroutin computer-sci software-develop

mo transistorsadvancedpleas note thi version of the cours ha been form from an earlier version which wa activ run by the instructor and hi teach assistants. some of what is mention in the video lectur and the accompani materi regard logist book avail and method of grade may no longer be relev to the present version. neither the instructor nor the origin teach assist are run thi version of the course. there will be no certif offer for thi course. learn how mo transistor work and how to model them. the understand provid in thi cours is essenti not onli for devic model but also for design of high-perform circuits.electron circuit simul nois electron oper manag c dynam memori alloc simul electr engin digit circuit design circuit design analog circuit design physical-science-and-engin electrical-engin

network friend money and bytesadvancedy pick up your iphon while wait in line at a coffe shop. you googl a not-so-fam actor get link to a wikipedia entri list hi recent movi and popular youtub clip of sever of them. you check out user review on amazon and pick one download that movi on bittorr or stream that in netflix. but suddenli the wifi logo on your phone is gone and you'r on 3g. video qualiti start to degrad but you don't know if it' the server get crowd or the internet is congest somewhere. in ani case it cost you $10 per gigabyt and you decid to stop watch the movi and instead multitask between send tweet and call your friend on skype while song stream from icloud to your phone. you'r happi with the call qualiti but get a littl irrit when you see there'r no new follow on twitter. you may wonder how they all kind of work and whi sometim they don't. take a look at the list of 20 question below. each question is select not just for it relev to our daili live but also for the core concept in the field of network illustr by it answers. thi cours is about formul and answer these 20 questions. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.internet social network throughput power control network congest wi-fi pagerank cellular network flat rate auction computer-sci computer-security-and-network

cluster geoloc data intellig in pythonbeginnerin thi 1.5-hour long project you will learn how to clean and preprocess geoloc data for clustering. you will learn how to export thi data into an interact file that can be better understood for the data. you will learn how to cluster initi with a k-mean approach befor use a more complic density-bas algorithm dbscan. we will discuss how to evalu these model and offer improv to dbscan with the introduct of hdbscan. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.analysi hindley milner type system outlier data cluster algorithm fuzzi logic comput program python program algorithm dbscan cluster analysi data-sci machine-learn

fpga softcor processor and ip acquisitionadvancedthi cours will introduc you to all aspect of develop of soft processor and intellectu properti ip in fpga design. you will learn the extent of soft processor type and capabl how to make your own soft processor in and fpga includ how to design the hardwar and the softwar for a soft processor. you will learn how to add ip block and custom instruct to your soft processor. after the soft processor is made you learn how to verifi the design use simul and an intern logic analyzer. onc complet you will know how to creat and use soft processor and ip a veri use skill. thi cours consist of 4 modul approxim 1 per week for 4 weeks. each modul will includ an hour or two of video lectur read assign discuss prompt and an end of modul assessment.recurs enumer set verif and valid electr engin logic analyz interfac hardwar design verilog java annot softwar system design physical-science-and-engin electrical-engin

excel skill for busi essentialsbeginnerin thi first cours of the special excel skill for busi you will learn the essenti of microsoft excel. within six week you will be abl to expertli navig the excel user interfac perform basic calcul with formula and function profession format spreadsheet and creat visual of data through chart and graphs. whether you are self-taught and want to fill in the gap for better effici and product or whether you have never use excel befor thi cours will set you up with a solid foundat to becom a confid user and develop more advanc skill in later courses. we have brought togeth a great teach team that will be with you everi step of the way. a broad rang of practic quizz and challeng will provid great opportun to build up your skillset. work through each new challeng with our team and in no time you will surpris yourself with how far you have come. spreadsheet softwar is one of the most ubiquit piec of softwar use in workplac across the world. learn to confid oper thi softwar mean ad a highli valuabl asset to your employ portfolio. at a time when digit skill job are grow much faster than non-digit job make sure to posit yourself ahead of the rest by ad excel skill to your employ portfolio.data analysi microsoft excel keyboard shortcut spreadsheet page layout leadership and manag sort chart pie chart analysi busi business-essenti

the beauti of kunqu operanot calibratedthi cours will focu on the histor and cultur background literari aesthet music and perform of kunqu china� classic opera. after view the lectur video present by scholar and renown maestro in the field of kunqu students� understand and appreci of chines perform art classic literatur and tradit cultur will be enhanced.art histori poetri write music subtyp facial chines languag femal art monk male arts-and-human music-and-art

the impact of technologyadvancedin thi cours you will learn how to use theori and method to make predict of the potenti impact of new technolog � in gener as well as for a specif application. thi will prepar you for the chang that we are face in societi and also help you take advantag of transform which are driven by technology. the cours take a broad approach includ social and econom factors. you will studi histor exampl and learn to recogn recur pattern and cycles. the curriculum includ gener innov theori foresight methodolog valu chain disrupt and strategy. the gener process is as follows. first you to learn how to draw a map of the potenti futur busi landscape. after that you get to identifi interest futur busi role in emerg valu networks. final we find a path from where we are today to a desir end state. you will analyz how an industri or market may chang if the technolog which is avail today is fulli implement in a 10 to 20 year perspective. in addit you will identifi barrier to such a develop and make estim regard the timing. the cours includ a number of assign to facilit your learn � some of them compulsory. the largest assign is about the introduct of self-driv car henc the cours icon; sourc and credit to google. we all know that the futur can�t be fulli predict in detail. howev the method present in thi cours will help you identifi potenti consequences. in thi way you will get a toolbox for decis make in the area of technolog invest career path research & develop or portfolio management.hyp cycl partnership digit market process innov diffus of innov model stakehold analysi strateg manag valu network busi entrepreneurship

lesson | organ your pitchnot calibratedthi lesson is part of a full cours speak english profession in person onlin & on the phone. take thi lesson to get a short tutori on the learn object covered. to dive deeper into thi topic take the full course. by the end of thi lesson you will be abl to produc a well organ outlin for a pitch/presentation.main lesson audienc learn how to learn present monroe' motiv sequenc lectur sale objective-c organ manag object lesson language-learn learning-english

process mine data scienc in actionbeginnerprocess mine is the miss link between model-bas process analysi and data-ori analysi techniques. through concret data set and easi to use softwar the cours provid data scienc knowledg that can be appli directli to analyz and improv process in a varieti of domains. data scienc is the profess of the futur becaus organ that are unabl to use big data in a smart way will not survive. it is not suffici to focu on data storag and data analysis. the data scientist also need to relat data to process analysis. process mine bridg the gap between tradit model-bas process analysi e.g. simul and other busi process manag techniqu and data-centr analysi techniqu such as machin learn and data mining. process mine seek the confront between event data i.e. observ behavior and process model hand-mad or discov automatically. thi technolog ha becom avail onli recent but it can be appli to ani type of oper process organ and systems. exampl applic includ analyz treatment process in hospit improv custom servic process in a multin understand the brows behavior of custom use book site analyz failur of a baggag handl system and improv the user interfac of an x-ray machine. all of these applic have in common that dynam behavior need to be relat to process models. henc we refer to thi as "data scienc in action". the cours explain the key analysi techniqu in process mining. particip will learn variou process discoveri algorithms. these can be use to automat learn process model from raw event data. variou other process analysi techniqu that use event data will be presented. moreov the cours will provid easy-to-us softwar real-lif data set and practic skill to directli appli the theori in a varieti of applic domains. thi cours start with an overview of approach and technolog that use event data to support decis make and busi process redesign. then the cours focus on process mine as a bridg between data mine and busi process modeling. the cours is at an introductori level with variou practic assignments. the cours cover the three main type of process mining. 1. the first type of process mine is discovery. a discoveri techniqu take an event log and produc a process model without use ani a-priori information. an exampl is the alpha-algorithm that take an event log and produc a process model a petri net explain the behavior record in the log. 2. the second type of process mine is conformance. here an exist process model is compar with an event log of the same process. conform check can be use to check if realiti as record in the log conform to the model and vice versa. 3. the third type of process mine is enhancement. here the idea is to extend or improv an exist process model use inform about the actual process record in some event log. wherea conform check measur the align between model and realiti thi third type of process mine aim at chang or extend the a-priori model. an exampl is the extens of a process model with perform inform e.g. show bottlenecks. process mine techniqu can be use in an offlin but also onlin setting. the latter is known as oper support. an exampl is the detect of non-conform at the moment the deviat actual take place. anoth exampl is time predict for run case i.e. given a partial execut case the remain process time is estim base on histor inform of similar cases. process mine provid not onli a bridg between data mine and busi process management; it also help to address the classic divid between "business" and "it". evidence-bas busi process manag base on process mine help to creat a common ground for busi process improv and inform system development. the cours use mani exampl use real-lif event log to illustr the concept and algorithms. after take thi cours one is abl to run process mine project and have a good understand of the busi process intellig field. after take thi cours you should - have a good understand of busi process intellig techniqu in particular process mine - understand the role of big data in today� societi - be abl to relat process mine techniqu to other analysi techniqu such as simul busi intellig data mine machin learn and verif - be abl to appli basic process discoveri techniqu to learn a process model from an event log both manual and use tool - be abl to appli basic conform check techniqu to compar event log and process model both manual and use tool - be abl to extend a process model with inform extract from the event log e.g. show bottleneck - have a good understand of the data need to start a process mine project - be abl to character the question that can be answer base on such event data - explain how process mine can also be use for oper support predict and recommend and - be abl to conduct process mine project in a structur manner.process model busi process process mine process model net petri net conform check data mine algorithm data-sci data-analysi

healthcar marketplac capstonebeginnerin the healthcar marketplac special capston cours key skill are engend from the four prior cours to creat an origin medic innov valuation. the first cours in the special teach the learner to size a popul or market. the second cours teach whether the clinician will or will not find valu from deploy a new innovation. the third cours identifi the competit landscap of medic technolog innov to compet or complement. the fourth cours teach how to put a monetari valu on the improv in health result from a new innovation. the summari of these element creat a document of high strateg valu where the learner ha demonstr not onli an understand of the marketplac but what is requir for the marketplac to advance. thi is what is accomplish dure the healthcar marketplac capston experience.regulatori affair write analysi drug market analysi rate of return discrimin critic think chief execut offic innov busi financ

tool for data sciencebeginnerwhat are some of the most popular data scienc tool how do you use them and what are their features? in thi cours you'll learn about jupyt notebook rstudio ide apach zeppelin and data scienc experience. you will learn about what each tool is use for what program languag they can execut their featur and limitations. with the tool host in the cloud on cognit class lab you will be abl to test each tool and follow instruct to run simpl code in python r or scala. to end the cours you will creat a final project with a jupyt notebook on ibm data scienc experi and demonstr your profici prepar a notebook write markdown and share your work with your peers. limit time offer subscript is onli $39 usd per month for access to grade materi and a certificate.sourc comput program cloud comput ipython apach ibm cloud rstudio program tool python program open sourc data-sci data-analysi

extinct past present & futurebeginnerthi cours introduc you to the five mass extinct of the pre-human past their caus and signific to the histori of life on earth and the current mass extinct happen dure our time. we�ll also explor the histori of paleontolog and geolog studi and review the key player that influenc the scienc today. regardless of your familiar with the topic you'll get portabl handout live demonstr and quizz that bridg and enhanc your knowledge.geolog record evolut climat chang biodivers paleontolog extinct event speci geolog biolog anthropolog extinct event physical-science-and-engin environmental-science-and-sustain

3d graphic in android sensor and vrbeginnerthi cours is an ideal introduct into creat virtual environ in android. thi cours is uniqu as it cover a rang of tool and techniqu to creat immers 3d environ give you a round skill set in thi grow field. by the end of thi cours you will realli be abl to bring your vr idea to life! the first part of the cours cover anim light and reflection. we then move onto textur and handl multipl 3d objects. final we'll look at hous all of thi within a binocular view to creat a vr experience. there are practic exercis throughout the cours to appli your understand and there is a summ project which can form part of your profession portfolio. thi cours assum a knowledg of android program and opengl. i recommend complet my two coursera cours on these topic as these are the perfect primer.framebuff virtual realiti android develop interact phong shade mobil develop immers virtual realiti recurs enumer set phong reflect model 3d comput graphic computer-sci mobile-and-web-develop

machin learn for data analysisintermediatear you interest in predict futur outcom use your data? thi cours help you do just that! machin learn is the process of develop test and appli predict algorithm to achiev thi goal. make sure to familiar yourself with cours 3 of thi special befor dive into these machin learn concepts. build on cours 3 which introduc student to integr supervis machin learn concept thi cours will provid an overview of mani addit concept techniqu and algorithm in machin learn from basic classif to decis tree and clustering. by complet thi cours you will learn how to appli test and interpret machin learn algorithm as altern method for address your research questions.algorithm data analysi number spreadsheet evalu machin learn regress depend and independ variabl human learn regress analysi decis tree data-sci machine-learn

interact design capston projectadvancedappli the skill you learn dure the sequenc of cours -- from needfind to visual design -- as you redesign a new interfac servic or product for your interact design capston project. we�r work with some excit design team in silicon valley across multipl industri to develop real-world design challeng for thi final project. upon complet you will have a polish capston project you can share in your design portfolio to highlight your work and document your design process.us research storyboard human comput interact interact design user experi rapid prototyp user interfac paper prototyp usabl heurist evalu computer-sci design-and-product

reason and persuas think through three dialogu by platonot calibratedin thi cours we studi the ancient socrat art of blow up your belief as you go to make sure they'r built to last. we spend six week studi three platon dialogu - "euthyphro" "meno" "republic" book i - then two week ponder a pair of footnot to plato contemporari moral theori and moral psychology. platonic? socratic? socrat wa the teacher but he said he never did. plato wa the student who put word in hi teacher' mouth. you'll get a feel for it. we have a book the new 4th edit of "reason and persuasion" by the instructor and hi wife bell ware the translator. it contain the plato you need plu introductori materi and in-depth chapter-length commentaries. don't worry! john holbo know better than to read hi book to the camera. the video cover the same materi but the present is different. the book is offer free in pdf form - the whole thing and individu chapter slices. it is also avail in print and other e-editions. see the cours content for link and information. the cours is suitabl for begin student of plato and philosophi but is intend to offer someth to more advanc student as well. we seek new odd angl on old basic angles. tricky! the strategi is to make a wide-rang interdisciplinari approach. lot of contemporari connect to make the weird bit intuitive; plu plenti of ancient color still bright after all these years. so argument and idea new possibl old stori fun facts. plu cartoons. the result can get elabor some book chapter and some lesson video run long. but each video come with a brief summari of it contents. the lesson progress. i put them in thi order for reasons. but there' no reason you can't skip over and around to find whatev seem most interesting. there are ani number of self-contain mini-cours contain in thi 8-week course. you are welcom to them. plato ha meant differ thing to differ people. he' got hi own idea no doubt. also hi own ideas. but these have over the centuri been worn into cross path for other feet; been built up into new platform for project other voices. plato did it to socrat so fair is fair. so your learn outcom should be arriv somewher interest in your head where you haven't been before. i wouldn't presum to dictat more exactly.virtu justic father psycholog philosophi dialogu reason poetri write thought moral psycholog arts-and-human philosophi

big data model and manag systemsintermediateonc you�v identifi a big data issu to analyz how do you collect store and organ your data use big data solutions? in thi cours you will experi variou data genr and manag tool appropri for each. you will be abl to describ the reason behind the evolv plethora of new big data platform from the perspect of big data manag system and analyt tools. through guid hands-on tutori you will becom familiar with techniqu use real-tim and semi-structur data examples. system and tool discuss includ asterixdb hp vertica impala neo4j redi sparksql. thi cours provid techniqu to extract valu from exist untap data sourc and discov new data sources. at the end of thi cours you will be abl to * recogn differ data element in your own work and in everyday life problem * explain whi your team need to design a big data infrastructur plan and inform system design * identifi the frequent data oper requir for variou type of data * select a data model to suit the characterist of your data * appli techniqu to handl stream data * differenti between a tradit databas manag system and a big data manag system * appreci whi there are so mani data manag system * design a big data inform system for an onlin game compani thi cours is for those new to data science. complet of intro to big data is recommended. no prior program experi is need although the abil to instal applic and util a virtual machin is necessari to complet the hands-on assignments. refer to the special technic requir for complet hardwar and softwar specifications. hardwar requir a quad core processor vt-x or amd-v support recommend 64-bit; b 8 gb ram; c 20 gb disk free. how to find your hardwar inform window open system by click the start button right-click comput and then click properties; mac open overview by click on the appl menu and click �about thi mac.� most comput with 8 gb ram purchas in the last 3 year will meet the minimum requirements.y will need a high speed internet connect becaus you will be download file up to 4 gb in size. softwar requir thi cours reli on sever open-sourc softwar tool includ apach hadoop. all requir softwar can be download and instal free of charg except for data charg from your internet provider. softwar requir includ window 7+ mac os x 10.10+ ubuntu 14.04+ or cento 6+ virtualbox 5+.databas analyt graph data structur big data analyt data manag big data data model leadership and manag model data-sci data-analysi

introduct to deep learn & neural network with kerasbeginnerlook to start a career in deep learning? look no further. thi cours will introduc you to the field of deep learn and help you answer mani question that peopl are ask nowaday like what is deep learn and how do deep learn model compar to artifici neural networks? you will learn about the differ deep learn model and build your first deep learn model use the kera library. after complet thi cours learner will be abl to �\tdescrib what a neural network is what a deep learn model is and the differ between them. �\tdemonstr an understand of unsupervis deep learn model such as autoencod and restrict boltzmann machines. �\tdemonstr an understand of supervis deep learn model such as convolut neural network and recurr networks. �\tbuild deep learn model and network use the kera library.recurr neural network artifici neural network machin learn autoencod deep learn convolut neural network python program human learn regress kera data-sci machine-learn

global diseas masterclass communic diseas epidemiolog intervent and preventionintermediatethi cours is all about infecti diseases. we�v select four diseas area � hiv malaria emerg infecti diseas ebola and zika and tb � and we will go through each in turn. we�v select these diseas becaus they span a rang of differ type of diseas and allow us to look at import issu that relev of other diseas too. we will look at each diseas in the same way we begin by look at the aetiolog and epidemiolog of the diseases. we then show how data on thi diseas can be use to understand import trend and patterns. we then focu on the intervent that can be use to address that diseas - typic span both prevent and treatment - and consid how polici have been develop to address the disease. we finish by reflect on the whole topic area of the diseas with an extern expert.epidem diseas vaccin develop outbreak mosquito infecti diseas epidem infect emerg infecti diseas public health life-sci public-health

hypothesis-driven developmentintermediateto deliv agil outcom you have to do more than implement agil processes- you have to creat focu around what matter to your user and constantli test your ideas. thi is easier said than done but most of today� high-funct innov have a strong cultur of experimentation. in thi cours you�ll learn how to identifi the right question at the right time and pair them with the right method to do just enough test to make sure you minim wast and maxim the outcom you creat with your user. as a project manag institut pmi� regist educ provid the univers of virginia darden school of busi ha been approv by pmi to issu 20 profession develop unit pdu for thi cours which focus on core compet recogn by pmi. provid #2122 thi cours is support by the batten institut at uva� darden school of business. the batten institute� mission is to improv the world through entrepreneurship and innov www.batteninstitute.org.test-driven develop softwar hypothesi agil softwar develop softwar engin scrum softwar develop agil test leadership and manag design sprint continu deliveri computer-sci design-and-product

qualit researchadvancedin thi cours the second in the market research special you will go in-depth with qualit market research method from design to implement to analysis. week 1 defin qualit research and how it differ from quantit research. explor the variou qualit research method and evalu when and how to use them for your research project. week 2 design the qualit instrument necessari for your interview or focu group and plan your recruit efforts. write question and prompt to ask in an interview or focu group. design a moder guid and a screen questionnair to use when recruit your participants. week 3 recruit particip for your focu group and appli techniqu to ensur they show up and participate. act as a moder dure your focu group and appli strategi to handl variou type of situations. probe respons and engag particip in a group discuss while collect qualit data and keep the discuss moving. week 4 organ and analyz the data you have collected. transcrib the audio from your focu group or interview and interpret your notes. write a focu group report that can be present to your stakehold and see how thi inform might relat to your quantit research. take qualit research as a standalon cours or as part of the market research specialization. you should have equival experi to complet the first cours in thi special research report initi research befor take thi course. by complet the second class in the special you will gain the skill need to succeed in the full program.quantit research focu group market research research method recruit qualit research market research market econom secondari research analysi busi market

intervent and calibrationadvancedthi cours cover approach for model treatment of infecti diseas as well as for model vaccination. build on the sir model you will learn how to incorpor addit compart to repres the effect of intervent such the effect of vaccin in reduc susceptibility. you will learn about �leaky� vaccin and how to model them as well as differ type of vaccin and treatment effects. it is import to consid basic relationship between model and data so use the basic sir model you have develop in cours 1 you will calibr thi model to epidem data. perform such a calibr by hand will help you gain an understand of how model paramet can be adjust in order to captur real-world data. lastli in thi cours you will learn about two simpl approach to computer-bas model calibr - the least-squar approach and the maximum-likelihood approach; you will perform model calibr under each of these approach in r.time seri maximum likelihood estim mechan of action likelihood function epidem vaccin calibr least squar mathemat model rel chang and differ life-sci public-health

basic game develop with level use scratchbeginnerbi the end of thi project you will creat a basic game use addit featur with an introductori web-bas code program call scratch. learn to code will allow you to build basic code or comput scienc skill and a fundament understand in order to grow your program abilities. learner will engag in the design process in order to develop an understand of how to develop algorithm that control program use event-driven program and debug a program. introduct to basic game develop use scratch is a prerequisit for thi project. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.angular process event-driven program languag softwar engin algorithm order pair comput program debug angularj computer-sci algorithm

introduct to chemistri reaction and ratiosbeginnerthi is an introductori cours for student with limit background in chemistry; basic concept involv in chemic reaction stoichiometri the period tabl period trend nomenclatur and chemic problem solv will be emphas with the goal of prepar student for further studi in chemistri as need for mani scienc health and polici professions.medicin chemistri chemistri physic signific figur order pair compound chemic engin stoichiometri environment chemistri sodium physical-science-and-engin chemistri

get start with azurebeginnerthi cours in an introduct to microsoft azur services. student will gain familiar with core azur topic and practic implement of infrastructur components.softwar secur powershel microsoft azur virtual machin cloud comput cloud applic unix shell cloud comput secur network secur softwar as a servic information-technolog cloud-comput

clean reshap and expand dataset in pythonconversantit ha been said that obtain and clean data constitut 80% of a data scientist job. whether it' correct or replac miss data remov duplic entri or deal with outlier our dataset alway requir some level of clean and reshaping. do so improv the accuraci of our result immensely. in thi 2 hour project-bas cours we will examin a varieti of method to clean and reshap ani dataset. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.vari accuraci and precis genet featur scale lambda calculu outlier clean estim miss data combin data-sci machine-learn

the languag of design form and meaningbeginnerin thi cours critiqu is defin as a detail object analysi of a work of graphic design and it effectiveness. critiqu is an integr part of the make process for design it� not just how we determin if a work of design is or is not success it� how we move our work forward. critiqu is also where other voic and opinion can be brought into the design process. thi cours will introduc a lexicon or vocabulari in order for you to demonstr clearer and more consid way of talk about graphic design in the context of critique. through thi lexicon and a provid critiqu framework we will model and then practic object describ how well a work of design function base on specif clearli articul criteria. by refin thi skill you will enhanc your abil to commun about design with peer colleagu and clients. thi cours is essenti to anyon look to develop and refin a critic vocabulari around talk about art and design such as - practic graphic design at all level - futur and current student of art or design program - teacher teach visual art design or relat subject - ani stakehold in a design project that need to commun effect with design on their team. thi cours is recommend to learner enrol in either the graphic design special or ui/ux design special on coursera to further develop their skill in graphic design. you may take thi cours befor dure or after complet either specialization. note thi is not an art appreci cours for a gener audience. while no prior experi is requir to begin the knowledg and skill taught in thi cours is use onli if you have some relationship to design in a profession context i.e. practic studi or teach design or work directli with designers. no specif softwar or tool are requir to complet thi course.commun visual design interior design languag visual hierarchi art comput graphic evalu visual languag graphic design arts-and-human music-and-art

journal the futur and you!advancedy will learn about the career path that are avail in journal and what opportun the skill set of a journalist can offer in other fields. you will explor area such as be an intern correspond self-publish in journal as well as how to freelanc in the field. you will be empow to develop your own path in journal from be an activ and inform consum to be a journalist. the world of busi commun polit educ and market all util element of journalism. thi cours also examin how to keep the trust of audienc through ethic and respons journalist practices. sometim journalist need to be awar of their own safety. we will intellig discuss how journalist around the world handl pressur threat and other danger while do their jobs. journal - and journalist - are agent of change. are you readi to becom one too?mi own countri digit journal news mass commun self-interest broadcast sourc network news transfer protocol social media journal arts-and-human music-and-art

sourc control manag for test autom with gitintermediateeveri develop team or autom team need a good way to collabor and manag chang and to version code in their codebase. that� whi they use sourc control or version control. sourc control refer to track and manag chang to code. thi ensur that develop are alway work on the right version of the sourc code. git is one of the most wide use open-sourc distribut sourc code manag system for track chang in sourc code dure softwar development. in thi 1-hour long project-bas cours you will learn how to 1. execut git command via eclips plugin and cli 2. clone fetch and pull code from remot repositori 3. commit merg and push code to the remot repositorytrack sourc softwar engin clone codebas leadership and manag version control control manag test autom sourc code computer-sci software-develop

spanish vocabulari career and social eventsintermediate�hola! thi fourth cours will introduc new vocabulari in the area of dine fashion profess and career and will bring you ever closer to the 500 word threshold for begin spanish. the cours will also introduc the subjunct and the futur tens so that you can begin to speak about futur event thing they desir and pursu profession goals. thi is the final cours befor you will undertak a project that showcas your masteri of basic spanish vocabulari and grammar.grammar plan english languag doubt interview consumpt econom experi languag opinion languag learn language-learn other-languag

creat anim transit in uniti (intro to anim 2)advancedin thi one-hour project-bas cours you will be introduc to unity' anim tool for connect multipl anim and transit between them. thi project cover creat anim transit and paramet that can be use to trigger behavior. the guid project will introduc you to the follow uniti concept - anim - anim paramet - anim transit - anim event thi is part 2 of a two-part seri introduc unity' anim and animator. part 1 cover make the basic but cool! anim for your pickup gameobject. thi guid project and seri also serv as an option but recommend foundat for the "fp weapon" series. thi project make use of the project creat in make your pick-up look cool in uniti intro to anim 1. thi compliment thi guid project and although not a prerequisit is recommend for a more well-round understand of the concept present herein.writ comput anim checkbox project parent e-nabl particl system parent behavior .properti computer-sci software-develop

wind resourc for renew energiesadvancedth main goal of thi cours is to get the necessari knowledg on atmospher and fluid dynam in order to quantifi the wind resourc of a local or region area. we�ll learn about basic meteorolog the specif dynam of turbul boundari layer and some standard techniqu to estim wind resourc regardless of the type of turbin use or the level of effici achieved. then we will see what are the turbin characterist to consid in order to estim the electr product from an isol turbin or from a turbin farm. the differ and similar between wind or marin resourc assess will also be discussed. final you will have the opportun to get hands-on experi with real in-situ data set and appli what you have learn on wind resourc assessment.renew energi energi product electr engin comput fluid dynam wind energi fluid mechan resourc energi assess energi exergi physical-science-and-engin environmental-science-and-sustain

imag and video process from mar to hollywood with a stop at the hospitalbeginnerin thi cours you will learn the scienc behind how digit imag and video are made alter store and used. we will look at the vast world of digit imag from how comput and digit camera form imag to how digit special effect are use in hollywood movi to how the mar rover wa abl to send photograph across million of mile of space. the cours start by look at how the human visual system work and then teach you about the engin mathemat and comput scienc that make digit imag work. you will learn the basic algorithm use for adjust imag explor jpeg and mpeg standard for encod and compress video imag and go on to learn about imag segment nois remov and filtering. final we will end with imag process techniqu use in medicine. thi cours consist of 7 basic modul and 2 bonu non-grad modules. there are option matlab exercises; learner will have access to matlab onlin for the cours duration. each modul is independ so you can follow your interests.imag edit imag compress imag segment imag restor imag process imag analysi digit imag spars analysi digit imag process math-and-log math-and-log

anatomi human neuroanatomyintermediatein thi anatomi cours part of the anatomi special you will be introduc to the central and peripher nervou systems. you will learn about basic neuroanatomi sensori pathway motor pathway and the autonom nervou system. the cours includ illustr lectur video and quizz to help you expand and test your knowledg of the nervou system. by the end of thi cours you will have a better understand of how the entir bodi influenc and is influenc by the nervou system.arteri neurolog reflex somat cortex arteri anatomi central nervou system neurosci neuron softwar life-sci basic-sci

write profession email and memo (project-cent course)advancedw your workplac write to make a posit impression? at the end of thi cours you will be a more confid writer abl to creat higher qualiti profession document more quickly. thi cours is at the introductori or beginn level and focus on master the basic of email etiquett and communication. while thi cours will help learner becom faster and more effici writer by virtu of practic with common write purpos it doe not cover market email or job applic materials. in thi project-bas learn cours you will work on a continu project the write of a profession email/memo. at the end of the cours you will write a clear and concis email/memo. the final product will be individu to your profession endeavor and follow the guidelin for one of the common type of emails/memo explain in the cours direct progress report incid report respons to inquiri and meet minutes. you will gain a wealth of skills. you will learn about appropri email/memo format common way to organ email/memo content common email/memo rout protocol and expect upon writer in profession environments. thi cours is design to be benefici to all level of learner whether you have never heard of an email/memo or write them everi day. everyon will learn someth from thi experience. in fact differ level of learner are encourag in thi cours so that we can all learn from each other. there will be thousand of learner work side-by-sid on their project and the environ will be social support and constructive. by the end of thi cours learner will be abl to - write clear and concis emails/memo rel to their profession endeavor - recogn five differ type of emails/memo and their format - analyz email/memo context for audienc and tone - use basic grammar correctli in their email/memo write materi requir learner in thi cours will need onli a comput with strong enough internet to play video and hear sound. a word process softwar is suggest but not required. time requir thi cours will requir approxim 4 hour of work in the platform includ video read quizz and other activities. the cours project will requir approxim 6 hour of work includ the rough draft draft peer review final draft and final peer review.grammar email write note take write technic analysi email report write content market email market digit market busi business-essenti

use canva to creat social media market designsbeginnerbi the end of thi project you will creat a sampl social media graphic for business. the graphic is shareabl across your business� social media platforms. you will be abl to incorpor the color palett from your busi style guid in order to creat brand recognit as part of your social media market strategy. thi cours will includ an introduct to canva how to determin your canva size for a social media post incorpor imag specif to your busi into a social media post and prepar a post for your social media channels. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.post design media market comput graphic market design digit market poster social media graphic design market social media market busi market

use databas with pythonconversantthi cours will introduc student to the basic of the structur queri languag sql as well as basic databas design for store data as part of a multi-step data gather analysi and process effort. the cours will use sqlite3 as it database. we will also build web crawler and multi-step data gather and visual processes. we will use the d3.j librari to do basic data visualization. thi cours will cover chapter 14-15 of the book �python for everybody�. to succeed in thi cours you should be familiar with the materi cover in chapter 1-13 of the textbook and the first three cours in thi specialization. thi cours cover python 3.data model databas model sql sqlite model json databas python program comput program relat databas computer-sci software-develop

genius. talent. golden mediocritybeginnerthi cours is of an appli natur and is orient to studi in the field of creativ life intensif psycholog help with the experi of crise human potenti realiz and care. it may be use for profession psychologist for specialist whose activ involv empathi inspir understand and creat of daili life and for all who are interest in the topic. the main idea of the cours geniu talent and golden mediocr are differ perpendicularli orient dimens of human existence. they should be studi coher with their manifestations. all togeth they construct a space for creativ life but each taken separ provok traumat devast and exhaust form of anxieties. our cours show how these three dimens manifest themselv in life and how you can fulfil your geniu abil talent more fulli and completely. our method we critic examin the manifest of the studi "dimensions" phenomena in order that by put off all "the supposed" we could find specif and inher meaning. the phenomenolog method is to understand and express in simpl term the fundament structur of creativ activ to express everyth that wa that is and that will be import in the psycholog of creativ life. cours object our main object is a phenomenolog descript of geniu talent and golden mediocr as specif dimens of human life correct of error and misapprehens of common sens regard these phenomena. what you gain after take thi cours you will know what it is to be genius. you will see the phenomena of mediocr and talent in a new light. you will understand these phenomena better base on our variou examples. you will also be abl to practic variou aspect of these dimens of creativ in your daili life.experi confid doubt health psychotherapi phenomenolog palac opinion thought sustain life-sci psycholog

basic statisticsadvancedunderstand statist is essenti to understand research in the social and behavior sciences. in thi cours you will learn the basic of statistics; not just how to calcul them but also how to evalu them. thi cours will also prepar you for the next cours in the special - the cours inferenti statistics. in the first part of the cours we will discuss method of descript statistics. you will learn what case and variabl are and how you can comput measur of central tendenc mean median and mode and dispers standard deviat and variance. next we discuss how to assess relationship between variabl and we introduc the concept correl and regression. the second part of the cours is concern with the basic of probabl calcul probabl probabl distribut and sampl distributions. you need to know about these thing in order to understand how inferenti statist work. the third part of the cours consist of an introduct to method of inferenti statist - method that help us decid whether the pattern we see in our data are strong enough to draw conclus about the underli popul we are interest in. we will discuss confid interv and signific tests. you will not onli learn about all these statist concept you will also be train to calcul and gener these statist yourself use freeli avail statist software.hypothesi test r program analysi probabl gener statist statist hypothesi test hypothesi comput program confid confid interv data-sci probability-and-statist

understand violencebeginnerw are so pleas to have you join us as we investig thi crucial topic. violenc is a lead caus of death disabl and health care use worldwide. violenc is a complex problem and can onli be understood and reduc though a multidisciplinari approach. thi cours introduc you to expert who studi differ form of violenc and we will discuss the variou caus of violence. you will also learn about effort to reduc violenc and engag in a day of compassion. we are veri fortun that presid jimmi carter is particip in our course. he deliv a lectur on the effort of the carter center to end violenc around the world and he engag in a discuss with us about hi life and work in human rights. do join us for short video read and discussions. and also see our coffe chat where we pamela and deb summar and reflect on each module. and we want to hear from you! feel free to reach out via twitter or through the cours or through our facebook page https//www.facebook.com/groups/understandingviolence01/.viol law of effect justic suicid crimin justic mental ill psycholog intim part law crime social-sci governance-and-societi

comput vision - object track with opencv and pythonbeginnerin thi 1-hour long project-bas cours you will learn how to do comput vision object track from videos. at the end of the project you'll have learn how optic and dens optic flow work how to use meanshift and camshist and how to do a singl and a multi-object tracking. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should have a fundament knowledg of python and opencv. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput vision tensorflow opencv machin learn averag track vision object object detect python program face recognit data-sci machine-learn

perform sentiment analysi with scikit-learnbeginnerin thi project-bas cours you will learn the fundament of sentiment analysi and build a logist regress model to classifi movi review as either posit or negative. we will use the popular imdb data set. our goal is to use a simpl logist regress estim from scikit-learn for document classification. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.natur languag languag logist regress machin learn analysi hyperparamet natur languag toolkit scikit-learn regress analysi sentiment analysi data-sci machine-learn

selenium grid - run selenium test in parallelbeginner�selenium autom browser� that� it! what you do with thi power is up to you! selenium grid is one of the compon of selenium which allow user to run test in parallel on multipl browser multipl oper system and machines. run test in parallel reduc the time and cost of execut of test and result in better roi. through hands-on practic experi you will go through concept like set up selenium grid hub and node network and run selenium test parallelli on multipl browsers.opencv experi biolog selenium project cost cloudera pytorch cloud comput secur run computer-sci software-develop

financi market and invest strategi capstoneintermediatein the capston project you have to design an invest plan for an individu at three differ stage of hi life. depend on the stage of hi life the individu bias risk prefer and wealth requir change. you have to keep in mind all of these and design an appropri invest plan for each stage of hi life. you will use the concept learn in the 4 cours to achiev thi target. you should consid differ asset and differ market to achiev the investor goal by build an optim portfolio which match hi profile. in the end you should also evalu the perform of hi portfolio.portfolio optim financi market plan time horizon prefer invest invest strategi fund financ financi manag busi financ

design and simul smart home network in packet tracerbeginnerin thi 1-hour long project-bas cours you will learn how to design comput network in logic and physic view connect iot devic to creat smart home network and simul comput network oper in real-world environments. tri to limit thi to 400-500 characters. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.smart grid internet of thing java annot home network smart home simul environ variabl network hardwar project comput network information-technolog network

competit strategi and organ design projectadvancedthi industri project is design to allow you to appli the knowledg you have gain throughout the special for advis a real company. our partner compani will approach you with two specif question the compani is current face and that relat to the content of the specialization. you are ask to choos one of these question and conduct an in-depth research on the topic. you need to collect relev inform analyz it and relat it to the content you have learn throughout the specialization. base on your find you will write a final report summar your research and consult the compani how to deal with the issu they are facing.graph commun organiz develop evalu leadership and manag receiv peer review organ design sourc competit project busi business-strategi

what is data science?conversantth art of uncov the insight and trend in data ha been around sinc ancient times. the ancient egyptian use censu data to increas effici in tax collect and they accur predict the flood of the nile river everi year. sinc then peopl work in data scienc have carv out a uniqu and distinct field for the work they do. thi field is data science. in thi cours we will meet some data scienc practition and we will get an overview of what data scienc is today.analysi machin learn data mine artifici neural network regress analysi data analysi data report human learn regress big data data-sci data-analysi

introduct to meteor.j developmentadvancedin thi cours you will learn how to creat a complet multi-us web site use the meteor.j framework and mongodb. you will implement user authent secur featur reactiv templat and rout use iron router. you will carri out key databas oper such as insert remov and updat data as well as sort and filtering. you will see how a complet applic can be built line by line. at the end of the cours you will be abl to 1. instal the meteor.j system and creat a web applic 2. work with the meteor.j packag system 3. write meteor.j templat that can reactiv display data 4. use insert remov and updat oper on mongodb 5. write mongodb data filter to search for and sort data 6 .add user authent function to a websit 7. control what is display on the page use ironrout 8. implement basic secur featur in thi cours you will complet 1 server instal assign take ~1 hour to complet 1 program assign take ~8 hour to complet 4 quizz each take ~20 minut to complet multipl practic quizz each take ~5 minut to complet prerequisit thi cours is design to build on top of the materi deliv in the previou two cours in thi specialisation. therefor we recommend that if you find thi cours too technic challeng that you first complet the previou cours befor re-commenc thi one. specif we expect you to be abl to code basic html css and javascript befor you take thi course. particip in or complet of thi onlin cours will not confer academ credit for univers of london programmes.ev comput meteor javascript rout respons web design authent web mongodb observ pattern html computer-sci mobile-and-web-develop

introduct to java program java fundament conceptsbeginnerin thi 1h 40 minut long project-bas cours you will learn how to navig and use the netbean ide to creat java project packag and program declar and use java datatyp & identifi work with java oper work with java decis make construct work with java repetition/loop construct declar and use java array as well as work with the java except handl mechanism. onc you'v success complet thi project you should comfort start learn how to work with mobil applic develop use java or delv into advanc java courses. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.mobil develop comput program project manag project represent state transfer java program java softwar platform python program java syntax variabl comput scienc computer-sci mobile-and-web-develop

identifi patient populationsintermediatethi cours teach you the fundament of comput phenotyp a biomed informat method for identifi patient populations. in thi cours you will learn how differ clinic data type perform when tri to identifi patient with a particular diseas or trait. you will also learn how to program differ data manipul and combin to increas the complex and improv the perform of your algorithms. final you will have a chanc to put your skill to the test with a real-world practic applic where you develop a comput phenotyp algorithm to identifi patient who have hypertension. you will complet thi work use a real clinic data set while use a free onlin comput environ for data scienc host by our industri partner googl cloud.algorithm posit and neg predict valu boolean algebra data type instrument comput program identifi patient logic patient combin perform data-sci data-analysi

build similar base recommend systembeginnerwelcom to thi 1-hour project-bas cours on build similar base recommend system. in thi project you will learn how similar base collabor filter recommend system work how you can collect data for build such systems. you will learn what are some differ way you to comput similar between user and recommend item base on product interact by other similar users. you will learn to creat user item interact matrix from the origin dataset and also how to recommend item to a new user who doe not have ani histor interact with the items. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.matric collabor interact python program euler' totient function project data analysi e-commerc recommend system project mine data-sci probability-and-statist

natur languag process with classif and vector spacesbeginnerin cours 1 of the natur languag process special offer by deeplearning.ai you will a perform sentiment analysi of tweet use logist regress and then na�v bay b use vector space model to discov relationship between word and use pca to reduc the dimension of the vector space and visual those relationship and c write a simpl english to french translat algorithm use pre-comput word embed and local sensit hash to relat word via approxim k-nearest neighbor search. pleas make sure that you�r comfort program in python and have a basic knowledg of machin learn matrix multipl and condit probability. by the end of thi special you will have design nlp applic that perform question-answ and sentiment analysi creat tool to translat languag and summar text and even built a chatbot! thi special is design and taught by two expert in nlp machin learn and deep learning. youn bensouda mourri is an instructor of ai at stanford univers who also help build the deep learn specialization. ?ukasz kaiser is a staff research scientist at googl brain and the co-author of tensorflow the tensor2tensor and trax librari and the transform paper.word embed natur languag sentiment analysi analysi vector space translat natur languag process naiv bay classifi languag bay classifi data-sci machine-learn

global financ solut (bi edhec and soci�t� g�n�rale)advancedth mooc global financ solut is your onlin gateway to better understand of the dynam of financ and it role at the veri heart of promot the �real economy� and global growth. concret you will learn how compani financ themselv use bank and capit markets. we will look at the role of syndic and how it link issuer look to rais capit to grow their busi with investor look to manag their asset and possibl liabilities. the role of bank in wider societi will also be explor from help airlin to leas aircraft to transport peopl to financ road and bridg that help promot transport and trade to fund renew sourc energi such as wind or solar farm right through to explain the role of export financ and the pivot role export countri governments� play in promot the movement of good worldwide. we will showcas the lifecycl of commod from explor to process and refin to how bank facilit the global trade of product rang from oil and ga to agricultur product to everyday item such as fruit or beans. we will also look at the excit world of acquisit financ and leverag buy-out enabl strateg move for our key client as well as securit the repackag of debt and hedg especi import as a mean to protect corpor compani against rate or price fluctuations. the collabor between societ general and edhec busi school build on a long-stand partnership base on one common object to provid futur talent with access to inform and expertis that enabl them to grow. through thi mooc we are take an innov approach to learn by provid you with the theoret basic of financ thank to the expertis of edhec as one of the world� foremost busi school in financ and combin it with practic insight of busi expert from societ general wide regard as a global leader in structur financ to show how the theori is put into practice.merg & acquisit asset modern portfolio theori trade financ islam bank and financ credit risk structur financ financ bond market leverag buyout busi financ

sell to chines consumersadvancedthi cours is design to help learner sell their product good and servic to chines consumers. to achiev thi goal the cours will use evidence-bas research in psycholog econom legal studi and market to help learner understand the histor econom and legal context of do busi in china and the behavior characterist of chines consumers. the cours will cover topic in chines and global market chines consum institut and cultur influenc on consum motiv and behavior in chines market and brand manag in china.foreign brand brand relationship market consum behaviour new media conspicu consumpt self-esteem sale elit chines languag busi business-strategi

constructiv and mathemat scienc and technolog educationbeginnerthi cours is design to help particip examin the implic of constructiv for learn and teach in scienc mathemat and technolog focus areas. cours read discuss and assign will examin constructivist view of learn research on students' idea and idea-bas interact research on instruct approach take student idea into account and challeng in implement constructivist perspect in instruction.r door resourc number spreadsheet purchas observ constructivist teach method causal teach error materi social-sci educ

what futur for education?intermediatethrough thi cours you will start to critic examin your own idea about educ teach and learning. the critiqu will be develop through engag with theori and idea develop through educ research. you will be encourag to use these idea to challeng or support your own idea about education. each week we will focu on one key question use video lectur key read and challeng to explor some commonplac notion about education. with the guidanc of the cours team you will be ask to use these idea to critic reflect on your own understand and experience. by the end of the cours you will have develop a person respons to the main question what is your prefer futur for education?futur gener affect educ learn to learn gift materi human learn educ open-minded teach affair social-sci educ

build an e-commerc dashboard with figmabeginnerthi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with figma pre-installed. prerequisit in order to be success in thi project you should be familiar with how to use basic command on a mac or a pc. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.us interfac design interact design e-commerc product manag interfac web design user interfac user experi user experi design human comput interact computer-sci design-and-product

an introduct to access and inclus designbeginnerthi cours introduc some of the fundament principl of access and prepar learner for further studi in access and inclus design. learner will have an opportun to explor the major type of disabl and relat assist technolog and adapt strategi the most salient contour of the legal landscap and the major principl that guid univers design and access content creation. spotlight guest video will highlight firsthand perspect on disabl as well as topic like disabl etiquett univers design and univers design for learn accommod in higher educ campu access polici and access in a corpor setting.instruct design multimedia electron html probabl densiti function portabl document format evalu web access assist technolog entri point information-technolog support-and-oper

mri fundamentalsintermediatewelcome! in thi cours learner will develop expertis in basic magnet reson imag mri physic and principl and gain knowledg of mani differ data acquisit strategi in mri. in particular learner will get to know what is magnet reson phenomenon how magnet reson signal are gener how an imag can be formul use mri how soft tissu contrast can chang with imag parameters. also introduc will be mr imag sequenc of spin echo gradient echo fast spin echo echo planar imag invers recoveri etc.gradi radiographi spin signal process encod radiolog puls nyquist shannon sampl theorem field of view medic imag life-sci research

ferrou technolog ibeginnersteel ever-evolv materi ha been the most preemin of all materi sinc it can provid wide rang of properti that can meet ever-chang requirements. in thi cours we explor both fundament and technic issu relat to steel includ iron and steelmak microstructur and phase transform and their properti and applications.iron oxygen blast process mechan engin materi chemic engin weld metallurgi euler' totient function physical-science-and-engin electrical-engin

astronomi explor time and spacebeginnerthi cours is design for anyon who is interest in learn more about modern astronomy. we will help you get up to date on the most recent astronom discoveri while also provid support at an introductori level for those who have no background in science.energi solar system astronomi physic observ vers protocol theori of rel astrobiolog histori observ astronomi physical-science-and-engin physics-and-astronomi

introduct to access web developmentbeginnerin thi 2-hour project you will learn the basic of access web develop while build a newslett signup page. specif you will learn how assist technolog interpret our web code how to appli semant html in order to write more meaning interfac method for coupl visual style to the access properti of a compon and creat a custom access compon from scratch use wai-aria. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web develop softwar project html softwar engin web design css web develop web semant assist technolog computer-sci software-develop

infonom i busi inform econom and data monetizationintermediatethriv in the inform age compel organ to deploy inform as an actual busi asset not as an it asset or mere as a busi byproduct. thi demand creativ in conceiv and implement new way to gener econom benefit from the wide array of inform asset avail to an organization. unfortun inform too frequent is underappreci and therefor underutilized. thi first cours in the two-part infonom seri provid a non-techn perspect on and method for understand and take advantag of information� uniqu econom characteristics. start with dissect whether the inform is or isn�t an asset or even properti student will begin to appreci the challeng and opportun with treat it as one. then the cours examin how inform behav in the context of variou familiar micro-econom concept and what can be glean from thi to improv the way inform is manag and leveraged. thi lead to explor the variou way inform can gener econom benefits�or be monet includ how variou style of busi analyt can increas information� potenti and realiz valu for organizations.product manag infonom inform theori analyt big data busi intellig asset manag intang asset asset monet busi business-essenti

comput think for k-12 educ capstoneadvancedin thi capston project cours you will learn to support your student in success complet the advanc placement principl creat task -- howev thi task can be use for ani cours as a culmin student-design final program project. you will learn to interpret and practic appli to real sampl student work the creat task rubric and have the option to modifi it for your own setting. you'll prepar resourc to help student through the challeng that come with do an open-end project that still need to meet certain specifications. final you'll complet your own creat task assign includ write about the way in which you design algorithm use abstract and struggl with a challeng while complet the task. you'll be prepar to help student do well on the advanc placement comput scienc principl creat task!comput program abstract io develop event comput program develop expect maxim algorithm i-dea lambda calculu algorithm resourc social-sci educ

input filter designadvancedthi cours can also be taken for academ credit as ecea 5707 part of cu boulder� master of scienc in electr engin degree. thi is cours #3 in the model and control of power electron cours sequence. after complet of thi cours you will gain an understand of issu relat to electromagnet interfer emi and electromagnet compat emc the need for input filter and the effect input filter may have on convert responses. you will be abl to design properli damp singl and multi-sect filter to meet the conduct emi attenu requir without compromis frequenc respons or stabil of closed-loop control power converters. we strongli recommend student complet the cu boulder power electron special as well as cours #1 averaged-switch model and simul and #2 techniqu of design-ori analysi befor enrol in thi cours the cours number provid below are for student in the cu boulder' ms-ee program ? introduct to power electron ecea 5700 ? convert circuit ecea 5701 ? convert control ecea 5702 ? averaged-switch model and simul ecea 5705 ? techniqu of design-ori analysi ecea 5706 after complet thi cours you will be abl to ? understand conduct electromagnet interfer emi and the need for input filter ? understand input filter design principl base on attenu requir and imped interactions. ? design properli damp single-stag input filters. ? design properli damp multi-stag input filters. ? use computer-aid tool and simul to verifi input filter designelectron circuit simul simul power electron mathemat optim electr engin materi electron ole homework scalabl vector graphic physical-science-and-engin electrical-engin

procur basicsbeginnerthi cours includ basic inform on procur import of the procur organ and its� role in the organ cost vs. valu process such as the use of rfq rfp rfx differ between direct and indirect procur and stakehold manag the cours will support by video read and a requir case that will be assess by a peer review. in addit a practic assess multipl choic is avail to the student. thi should be help as there is a final assess 40 multipl choic at the end of the special in cours 7 that is requir to obtain the certification.suppli chain suppli chain risk manag suppli chain manag flow network custom relationship manag leadership and manag intern purchas manag contract manag procur busi leadership-and-manag

manag skill for intern businessadvancedthi cours focus on a rang of manag techniques. you�ll discov the main skill and compet of effect leader and how to distinguish between manag and leadership. the cours will cover team dynam how to build effect relationship key motiv theori and how to use commun to best effect. thi cours form part of a specialis from the univers of london design to help you develop and build the essenti busi academ and cultur skill necessari to succeed in intern busi or in further study. if complet success your certif from thi specialis can also be use as part of the applic process for the univers of london global mba programm particularli for earli career applicants. if you would like more inform about the global mba pleas visit https//mba.london.ac.uk/. thi cours is endors by cminonverb commun build effect relationship perform commun leadership and manag motiv market manag employe motiv leadership chang manag busi leadership-and-manag

linux server manag and securityintermediatewheth you are access a bank websit netflix or your home router chanc are that your comput is interact with a linux system. the world run on linux. in thi cours we will dive into how linux work from an enterpris perspective. in week 1 we will look at what linux is use for in the enterprise. by the end of week 1 you will be abl to differenti between differ version of linux and understand how they are use in an enterpris environment. in week 2 we will explor how linux system are configured. by the end of week 2 you will be abl to demonstr differ linux command and how they are used. you will also be abl to interact with a linux system. in week 3 we will explor linux authent mechan and how to add user and user control to a linux system. by the end of week 3 you should be abl to demonstr how to appropri add user to a linux machin and secur them. in week 4 we will explor how to harden a linux system. by the end of week 4 you should be abl to classifi differ technolog to secur linux and differenti access control method for linux applications.leadership and manag secur linux consol student residu linux on embed system sudo access control server administr secur control euler' totient function information-technolog secur

intern market & cross industri growth capston projectbeginnerthi cours will act as the culmin of the special intern market & cross industri growth. the aim is to help you appli what you have learn dure the 16 week of the 5 cours and conduct an "action learning" project that will consist of the follow 1. situat analysi for their chosen compani or brand. 2. market mix analysi for their chosen compani or brand. 3. cross countri innov plan when expand abroad. 4. cross industri innov plan when sourc idea or expand into anoth industry. all of these analys will have templat that will be explain in the video lectur use an exemplar case "yuhan kimberly." you will be requir to choos a compani on which these analys will be performed. as such the intent will be to provid you an integr set of insight and applic to a chosen manageri situat and problem at hand in the context of a specif region or country. you will be requir to also choos anoth industri from the one cover in the special b2c b2b healthcar hospit entertain sport when develop your cross industri innov plan. for exampl if you work for a compani in the healthcar industri and have analyz that compani you should then conduct a cross industri innov project use concept from a differ industri such as entertainment.p review global market innov benefit situat analysi cost intang softwar incompat project market busi market

film imag & histor interpret in the 20th centuri the camera never liesintermediatethi cours is a short taster on the topic of the use of imag film and their use in histor interpret in the 20th century. it is primarili provid for those who have a gener interest in histori that draw on photojourn as primari evid and film base on histor events. onc you have complet thi cours we hope you will be equip to appreci the signific of photograph as histor evid in the twentieth century. understand the limit of the medium and how we can attribut mean to these individu record of 'one moment in time' while take into account the circumst in which ani particular imag wa taken. understand how individu and institut have look to manipul imag to their own end � through alter and/or censorship � and what that meant to contemporari interpret as well as subsequ histor interpretation. put individu imag into a wider context and in particular with refer to histori written or portray beyond academia public history. do be awar that part of the content of thi cours regard imag and depict of war. real war and real images.sourc histori film photographi photojourn father art art histori illustr film studi arts-and-human histori

fundament of leadership with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. in thi cours you will explor your role as leader of your organ and employe and how your role is crucial for your business� growth. you will reflect on your own leadership style and the core valu and assumpt that influenc how you lead. you will hear goldman sach 10 000 women alumni explain how implement a leadership develop plan help them to grow their busi befor complet your own leadership develop plan to consid the action you can take to help you improv your leadership skills. you will also complet a cultur audit to consid and analys your business� current culture. by the end of the cours you will have creat your vision statement which describ your vision for the futur of your business. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.leadership leadership develop plan organiz cultur leadership style cultur write influenc audit employ busi entrepreneurship

sa macro languageadvancedin thi cours you learn advanc techniqu within the data step and procedur to manipul data. cours learn object 3+ per cours �bi the end of thi cours a learner will be abl to�� ?\tuse addit function lag findc/findw and count/countc/countw. ?\tperform pattern match use prx functions. ?\tprocess repetit code rotat data and perform tabl lookup use arrays. ?\tperform tabl lookup and sort data use hash and hash iter objects. ?\tcreat numer templat use the format procedure. ?\tcreat custom function use the fcmp procedure.continu function pro*c compil data depend sql macro comput scienc control flow general-purpos macro processor paramet comput program symbol tabl computer-sci software-develop

music product capstoneintermediateaft success complet the three prior cours of the music product special thi capston experi is your chanc to use your talent and accumul knowledg to creat and submit a finish fulli produc song. as you go through mileston you will work on your own or with other musician to develop a song and vision for the finish product. you will then plan and execut it product includ record edit mix and post the finish product. all along the way you will receiv feedback from the peer review process allow you to tweak and refin your finish song.guitar listen audio engin analysi strategi evalu video edit project music perform arts-and-human music-and-art

sale oper final projectadvancedin the final project for the sale operations/manag special learner will be ask to appli the knowledg they have obtain by perform a critic analysi of a real-world business. learner are to select a busi that ha a sale function/operation. the learner are to identifi the manag respons for the sale function typic call a sale manag and interview thi person on the sale manag practic at thi firm.sal organ manag leadership and manag interview train and develop busi administr recruit strategi sale oper sale manag busi leadership-and-manag

manag your money mba insight for undergraduatesbeginnerthi cours will use as it foundat the principl of manageri econom and draw in a multidisciplinari way upon other disciplin in busi education.th goal of the cours is to introduc colleg student in a veri practic and use way to the concept of time and money manag along with career and life planning.credit card market econom person advertis leadership and manag money manag insur stock credit entrepreneurship financ busi financ

visual percept and the brainintermediatelearn will be introduc to the problem that vision face use percept as a guide. the cours will consid how what we see is gener by the visual system what the central problem for vision is and what visual percept indic about how the brain works. the evid will be drawn from neurosci psycholog the histori of vision scienc and what philosophi ha contributed. although the discuss will be inform by visual system anatomi and physiolog the focu is on perception. we see the physic world in a strang way and goal is to understand why.brain test anatomi philosophi geometri neurosci percept photographi color vision plant biolog color psycholog life-sci basic-sci

protect busi innov via copyrightintermediateprotect busi innov via copyright watch cours overview https//youtu.be/muja4iwbrt intellectu properti right ipr ha a great impact on innov develop and society. in scienc engin and busi we seek to creat wealth through innov in product design manufactur process and busi system or models. howev innov leader often fail to benefit from their discoveri and invent when they are unabl to adequ protect those innovations. learn the basic of copyright copyright infring deriv works/parodi and copyright relat to software. thi cours provid learner with an understand of copyright law and how it can be use to protect busi innovation. the cours focu is on protect innov with copyright as one of sever tool that can be use by compani and individu to protect creativ innovations. in addit to learn about how copyright work in theori we will also discuss situat in which copyright might not be effect in protect innov and will focu on the legal issu involv from a practic busi perspect rather than from a pure legal viewpoint. thi cours is one part of a four cours seri focus on protect of busi innov use copyright patent trademark and strategi and these four cours may be taken in ani order that is most benefici to student interest in learn about protect innovation. other cours in the protect busi innov seri 1. copyright https//www.coursera.org/learn/protect-business-innovations-copyright 2. trademark https//www.coursera.org/learn/protect-business-innovations-trademark 3. patent https//www.coursera.org/learn/protect-business-innovations-pat 4. strategi https//www.coursera.org/learn/protect-business-innovations-strategyinnov deriv intellectu properti law intellectu properti defens copywrit servic innov law softwar doctrin busi business-essenti

fundament of fluid powerintermediatefluid power ha the highest power densiti of all convent power-transmiss technologies. learn the benefit and limit of fluid power how to analyz fluid power compon and circuit and how to design and simul fluid power circuit for applications. in thi cours you will be introduc to the fundament principl and analyt model of fluid power compon circuit and systems. you will learn the benefit and limit of fluid power compar with other power transmiss technologies; the oper use and symbol of common hydraul components; how to formul and analyz model of hydraul compon and circuits; and how to design and predict the perform of fluid power circuits. thi cours is support by the nation scienc foundat engin research center for compact and effici fluid power and is endors by the nation fluid power associ the lead industri trade group in fluid power.flow network mechan engin power suppli comput fluid dynam hydraul hybrid vehicl manufactur valv simul simulink fluid mechan physical-science-and-engin mechanical-engin

draw and style custom letter with inkscapebeginnerbi the end of thi project you will be abl to draw and style custom letter in inkscape�a free open-sourc vector program. you�ll build complex shape that can be expand and resiz without lose imag qualiti make them a reliabl foundat for websit imag logo and other digit uses. you will practic work with vector graphic includ node and path edit and you will feel comfort use tool like the bezier pen path command and command like clip to form complex vector graphics. to build these skill you�ll build an entir custom word add serif to a letter and creat a styliz 3d cut block letter. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.imag qualiti json path variabl vector graphic r&d manag c dynam memori alloc inkscap euler' totient function workspac r program computer-sci design-and-product

busi analyt for decis makingadvancedin thi cours you will learn how to creat model for decis making. we will start with cluster analysi a techniqu for data reduct that is veri use in market segmentation. you will then learn the basic of mont carlo simul that will help you model the uncertainti that is preval in mani busi decisions. a key element of decis make is to identifi the best cours of action. sinc busi problem often have too mani altern solut you will learn how optim can help you identifi the best option. what is realli excit about thi cours is that you won�t need to know a comput languag or advanc statist to learn about these predict and prescript analyt models. the analyt solver platform and basic knowledg of excel is all you�ll need. learner particip in assign will be abl to get free access to the analyt solver platform.mathemat optim busi analyt analysi data analysi decis make analyt data cluster algorithm simul busi analysi cluster analysi data-sci data-analysi

introduct to deep learningadvancedth goal of thi cours is to give learner basic understand of modern neural network and their applic in comput vision and natur languag understanding. the cours start with a recap of linear model and discuss of stochast optim method that are crucial for train deep neural networks. learner will studi all popular build block of neural network includ fulli connect layer convolut and recurr layers. learner will use these build block to defin complex modern architectur in tensorflow and kera frameworks. in the cours project learner will implement deep neural network for the task of imag caption which solv the problem of give a text descript for an input image. the prerequisit for thi cours are 1 basic knowledg of python. 2 basic linear algebra and probability. pleas note that thi is an advanc cours and we assum basic knowledg of machin learning. you should understand 1 linear regress mean squar error analyt solution. 2 logist regress model cross-entropi loss class probabl estimation. 3 gradient descent for linear models. deriv of mse and cross-entropi loss functions. 4 the problem of overfitting. 5 regular for linear models. do you have technic problems? write to us coursera@hse.rutensorflow convolut neural network kera machin learn deep learn python program human learn autoencod recurr neural network artifici neural network data-sci machine-learn

studi citi social scienc method for urban researchbeginnerwelcome! are you look to learn more about how to conduct scientif research specif in an urban or local context? then you have found the right cours studi citi social scienc method for urban research by the institut for hous and urban develop studi ih erasmu univers rotterdam. dure the cours you will gain more insight in the differ step of the research cycl and build a firm foundat for your own futur research endeavors. befor ani urban research may start conduct research it is crucial to understand the differ aspect and element of do research. the cours will guid you through the variou step of the research cycl to provid you with the basic knowledg necessari for ani master-level program but with a special focu on urban and local development. the cours start with introductori lectur on the problem statement research object empir cycl and the research question. over the follow week you will also learn the compon and criteria of the theoret framework and operation research strategi and the collect and analysi of quantit and qualit data. you will be provid with the necessari tool to understand and evalu these key step in scientif research by watch video lectur with in-video question and by complet the final peer review which will use all the element you have learnt throughout the course.research method secondari data urban plan quasi-experi citi plan operation conceptu framework problem statement empir research empir evid social-sci educ

data and health indic in public health practiceintermediateepidemiolog is often describ as the cornerston scienc in public health. epidemiolog in public health practic use studi design and analys to identifi caus in an outbreak situat guid intervent to improv popul health and evalu program and policies. in thi cours we'll defin the role of the profession epidemiologist as it relat to public health servic function and competencies. with that foundat in mind we'll introduc you to the problem solv methodolog and demonstr how it can be use in a wide varieti of set to identifi problem propos solut and evalu interventions. thi methodolog depend on the use of reliabl data so we'll take a deep dive into the routin and public health data system that lie at the heart of epidemiolog and then conclud with how you can use that data to calcul measur of diseas burden in populations.analysi diseas burden problem solv method epidemiolog public health diseas problem solv measur methodolog health indic life-sci public-health

system biolog and biotechnolog capstoneadvancednot in order to take thi cours you should have taken and complet the follow cours in the signatur track introduct to system biolog network analysi in system biolog dynam model method for system biolog experiment method in sb and integr analysi in system biologybusi system analysi comput biolog mbase dimac system design system biolog facil design mathemat method in scienc biolog bio physical-science-and-engin research-method

intern busi iibeginnerthi cours introduct to the global busi environ ii focus on manag organ in the intern economy. build on introduct to the global busi environ i thi second cours focus on organiz level and manag issu in intern settings. the cours prepar student with practic as well as research-bas knowledg and skill necessari to success oper an organiz across borders. thi cours util an inquiri base approach to understand manag in the global busi environ and answer the follow question 1. what are foreign currenc and how are exchang rate determined? 2. how should you organ your busi abroad? 3. how do you adapt your product or servic for the intern market? 4. what is it like to work abroad and how do you manag expatriates? 5. how to start oper and grow a small or entrepreneuri busi in the global environment? 6. what is the current state of the global busi environment? thi inquiry-bas approach creat reflect opportun for student to better understand manag and lead organ in the global environ in which busi operate. lectur are deliv in an engag manner which encourag reflect and inquiry. cours lectur will be deliv by the instructor in both spanish and english.market condit market econom drop ship invest entrepreneurship intern law global market foreign polici human learn global busi business-strategi

gender famili and social chang in contemporari south koreaintermediatethi cours examin the transform of korean societi begin around the turn of the 20th centuri to contemporari times. in particular it explor how shift categori of masculin and by contrast feminin have impact upon and in turn been influenc by social cultur and polit change. use multipl disciplinari lens we will critic examin how gender intersect with polit social and econom develop start with the confucian of korean societi dure the joseon dynasti 1392-1910 up to the contemporari moment of global and neoliber reform. the class will draw on a varieti of topic such as tradit view of women religion race class educ patriarchi sexual imperi modern war global the diaspora among others. special attent will be place on the histor transnat and transdisciplinari connections.famili analysi sexolog homosexu male circumcis sexual korean languag social construction sexual orient social-sci governance-and-societi

container use dockeradvancedwelcom to "container use docker". in thi guid project you will learn how to use docker to creat a customis imag of your applic use dockerfil enabl data persist and will also learn variou method to share your docker images. also the task-bas approach that we follow in our guid project will get you a better understand of basic command in docker that come veri handi while work on your real-lif project. . most importantli you will leav thi cours with more confid that will get you to work in docker platform more efficiently. if you have question about cours content pleas post them in the forum to get help from other in the cours community. for technic problem with the coursera platform visit the learner help center. good luck as you get start and i hope you enjoy the course! happi learn !!!!!project enabl organiz learn extract persist i-dea learn style problem-bas learn e-nabl meta learn information-technolog cloud-comput

introduct to project managementconversantthi cours is design to give you the fundament of project management. you will learn the basic principl of project manag by manag a fundrais event for your local farmer market. you will design respons team member to help you build a timelin and see the differ way that you can manag the project. togeth we will walk through not onli the document but also the theori and reason behind each task. you will learn how to look at a larg project and break it down into manag piec and then how to build an action plan so that you hit your deadlin with your team. by the end of the cours you will have creat a project scope document stakehold respons matrix sequenc a task list ad task owner and a explor sever popular project view use project manag software. you will be readi to tackl a project on your own or will be equip to take a higher-level cours in project management. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.plan leadership and manag project plan softwar time manag project scope project manag project manag project manag profession project plan busi leadership-and-manag

increas seo traffic with wordpressbeginnerbi the end of thi project you will learn how to increas seo on your free wordpress website. you will add tag categori and link to an exist wordpress websit and manag content in order to increas seo. you will learn where to read analyt within wordpress in order to drive content manag relat to seo within your wordpress website. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.digit market mathemat optim usabl order pair web web analyt content manag system web design wordpress search engin optim computer-sci mobile-and-web-develop

the worldview of thoma berri the flourish of the earth communityintermediatethoma berri 1914-2009 wa a historian of world religion and an earli voic awaken moral sensibl to the environment crisis. he is known for articul a �new story� of the univers that explor the implic of the evolutionari scienc and cultur tradit for creat a flourish future. thi cours investig berry� life and thought in relat to the journey of the univers project. it draw on hi book articl and record lectur to examin such idea as the new stori the great work and the emerg ecozo era. the cours explor berry� insight into cosmolog as a context for locat the human in a dynam unfold univers and thu particip in the creativ work of our times. in particular we will examin berry� reflect on renew and reform in the area of ecolog econom educ spiritu and the arts. \t cours rational \tthoma berri wa an origin creativ and comprehens thinker especi regard the critic natur of our global environment crisis. hi intellectu import resid in hi respons to the ecolog crisi by bring togeth the human and scienc in an evolutionari narrative. in addit he articul the need for the moral particip of the world religion in address environment issues. he came to thi realiz larg through hi studi of cosmolog embed within religi traditions. sens the signific of these stori as �function cosmologies� he explor the widespread influenc that these stori transmit through a tradit for exampl in ritual ethic and subsist practices.influenc interview energi solar system pragmat astronomi natur select religion vers protocol cultur arts-and-human histori

build stock return heatmap with tableaubeginnerin thi 1-hour long project-bas cours you will learn how to extract stock data use googl financ build a heat and treemap in tableau build a stock return dashboard in tableau. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi market.opt strategi project label analyt tableau softwar stock treemap data analysi financ trade busi financ

advertis and societyadvancedthi cours examin the relat of advertis to societi cultur histori and the economy. use contemporari theori about visual commun we learn to analyz the complex level of mean in both print advertis and televis commercials. about the cours the cours cover a wide rang of topic includ the origin of advertis the creation of ad the interpret of ad the depict of race class gender and sexual in advertis sex and sell advert and ethic and the futur of advertising. the lectur will discuss theoret framework and appli them to specif advertisements. cours syllabu week 1 what is advertis and where did it come from? week 2 am i be manipul by advertising? week 3 what� in an ad beyond that which meet the eye? week 4 how do ad get made? week 5 what do ad teach us about race class gender and sexuality? week 6 doe sex sell? week 7 what is the futur of advertising? recommend background no background is required; everyon is welcome! suggest read although the lectur are design to be self-contain we recommend that student refer to the free onlin textbook adtextonline.org. other free resourc will be suggest for each week� module. cours format most video will be lectur with instructor talking. each lectur will be illustr with powerpoint slide print advertis and tv commercials. the video for each week will consist of segment that add up to about an hour. each week will have one quiz that will appear as stand-alon homework. all resourc beyond lectur will be avail onlin to student at no charge. most of these will be from adtextonline.org. other will be visit to the site of ad agenc in the us and abroad open access websit that deal with cours topic and open-access journal articles.publ relat advertis strategi semiot histori histori of advertis advertis advertis techniqu advertis manag market strategi social-sci econom

the power of microeconom econom principl in the real worldintermediatein thi cours you will learn all of the major principl of microeconom normal taught in a quarter or semest cours to colleg undergradu or mba students. perhap more importantli you will also learn how to appli these principl to a wide varieti of real world situat in both your person and profession lives. in thi way the power of microeconom will help you prosper in an increasingli competit environment. note that thi cours is a companion to the power of macroeconomics. if you take both cours you will learn all of the major principl normal taught in a year-long introductori econom colleg course.stock market microeconom econom market econom behavior econom perfect competit suppli and demand suppli chain demand game theori social-sci econom

drug developmentbeginnerth univers of california san diego skagg school of pharmaci and pharmaceut scienc drug develop cours bring you lectur from both faculti and industri experts. with thi cours record on campu at ucsd we seek to share our access to top peopl in the field who bring an unpreced rang of expertis on drug development. in thi cours you will learn the differ stage of clinic develop as well as the regulatori includ but not limit to an investig new drug applic ind new drug applic nda and product labeling. addit you will learn how to incorpor studi design method for consider in the design of clinic protocol to assess safeti toler and efficaci in multipl therapeut areas. in thi cours you will learn the differ phase of clinic develop * phase 1 or earli stage clinic trial are conduct primar�ili to determin how the new drug work in human it safeti profil and to predict it dosag range. it typic involv between 30 and 100 healthi volunteers. * phase 2 or proof of concept poc studi test for efficaci as well as safeti and side effect in a group of between 30 to 200 hundr patient with the diseas for which the new drug is be developed. * phase 3 or late stage clinic develop involv much larger group of patient between a few hundr to thousand depend on the indic which will help determin if the new drug can be consid both safe and effective. it will involv control group use placebo and/or current treatment as a comparison. * product registr and approv process after a drug is consid safe and effect from phase 3 trial it must be author in each individu countri befor it can be marketed. all data gen�er about the small molecul or biolog is collect and submit to the regulatori author in the us at the fda food and drug administr fda in europ the ema or european medicin agenc japan ministri of health and other countri which may requir their own nation approvals. thi cours is intend as part 2 of a seri drug discoveri https//www.coursera.org/learn/drug-discoveri drug develop and drug commerci https//www.coursera.org/learn/drug-commercialization. we would highli recommend that you take the cours in order sinc it will give you a better understand on how a drug is discov in the lab befor be test in clinic trial and then launch in the market place.drug develop clinic drug develop drug drug regulatori affair phase of clinic research clinic trial clinic trial regulatori affair affair clinic research life-sci research

fibonacci number and the golden ratiointermediatelearn the mathemat behind the fibonacci number the golden ratio and how they are related. these topic are not usual taught in a typic math curriculum yet contain mani fascin result that are still access to an advanc high school student. the cours culmin in an explan of whi the fibonacci number appear unexpectedli in natur such as the number of spiral in the head of a sunflower.numb theori mathemat induct puzzl elementari mathemat squar algebra mathemat dissect approxim closed-form express number spreadsheet math-and-log math-and-log

control of nonlinear spacecraft attitud motionadvancedthi cours train you in the skill need to program specif orient and achiev precis aim goal for spacecraft move through three dimension space. first we cover stabil definit of nonlinear dynam system cover the differ between local and global stability. we then analyz and appli lyapunov' direct method to prove these stabil properti and develop a nonlinear 3-axi attitud point control law use lyapunov theory. final we look at altern feedback control law and close loop dynamics. after thi cours you will be abl to... * differenti between a rang of nonlinear stabil concept * appli lyapunov� direct method to argu stabil and converg on a rang of dynam system * develop rate and attitud error measur for a 3-axi attitud control use lyapunov theori * analyz rigid bodi control converg with unmodel torqueactu rel chang and differ satellit dynam system .properti measur optim control torqu continu function physic physical-science-and-engin physics-and-astronomi

sensor manufactur and process controlintermediate"sensor manufactur and process control" can also be taken for academ credit as ecea 5343 part of cu boulder� master of scienc in electr engin degree. thi is our fourth cours in our special on embed sensor and motors. to get the most out of thi cours you should first take our first cours entitl "sensor and sensor circuits" our second cours entitl "motor and motor control circuits" and our third cours entitl "pressur forc motion and humid sensors". our first cours give you a tutori on how to use the hardwar and softwar develop kit we have chosen for the lab exercises. our second and third cours give you three hands-on lab experi use the kit. thi third cours assum that you alreadi know how to use the kit. you will learn about sensor signal character and manufactur techniqu and how to optim the accuraci of sensors. you will also learn about more advanc sensor proportional-integral-deriv pid control and how thi method is use to give you a close loop sensor feedback system. after take thi cours you will be abl to ?\tunderstand how sensor manufactur character and calibr their sensors. ?\ttune a pid control loop and access the pid control function of the cypress psoc develop kit for a motor control application. ?\tunderstand manufactur method use to build electro-mechan and micro-machin sensors. you will need to buy the follow compon to do the two cours project base on the video in thi module. note that if you have alreadi purchas the psoc 5lp prototyp kit you do not need to buy it again. these part may be purchas off the digikey web site www. digikey.com. or you may obtain the spec from the site and purchas them elsewhere. all are quantiti one except for n107-nd where you need three and 493-15371-nd where you need two. 428-3390-nd p14355-nd fqu13n10ltu-nd n107-nd 1n5393-e3/54gict-nd rnf14ftd1k00ct-nd p0.62w-1bk-nd 493-15371-ndmechatron accuraci and precis manufactur process manag calibr electron robot pressur sensor linear electr engin process control physical-science-and-engin electrical-engin

strategi implementationintermediateeven a thoroughli develop busi strategi may fail if you don't pay enough attent to it implementation. thi ring particularli true with strategi base on innov or implement in complex or fast-chang environments. in the 20th centuri success implement leverag stabil and typic proceed through hierarchi and control. today the key is to stay vibrant and abl to quickli respond to trend in competit and technolog while not lose sight of the strateg objective. in thi cours we'll build a toolbox of techniqu to execut today' busi strategi to help them succeed. after complet thi cours you'll be abl to - creat object and goal to guid strategi implement - identifi organiz structur that fit particular strategi - understand how to leverag compani cultur in implement - describ how to commun the strategi so that the organ "gets" it - detect and mitig risk to implementationorganiz cultur collabor facilit technolog strategi leadership and manag perform manag strategi strategi implement organiz structur strateg manag busi business-strategi

fundament of scalabl data scienceadvancedapach spark is the de-facto standard for larg scale data processing. thi is the first cours of a seri of cours toward the ibm advanc data scienc specialization. we strongli believ that is is crucial for success to start learn a scalabl data scienc platform sinc memori and cpu constraint are to most limit factor when it come to build advanc machin learn models. in thi cours we teach you the fundament of apach spark use python and pyspark. we'll introduc apach spark in the first two week and learn how to appli it to comput basic exploratori and data pre-process task in the last two weeks. through thi exercis you'll also be introduc to the most fundament statist measur and data visual technologies. thi give you enough knowledg to take over the role of a data engin in ani modern environment. but it give you also the basi for advanc your career toward data science. pleas have a look at the full special curriculum https//www.coursera.org/specializations/advanced-data-science-ibm if you choos to take thi cours and earn the coursera cours certif you will also earn an ibm digit badge. to find out more about ibm digit badg follow the link ibm.biz/badging. after complet thi cours you will be abl to �\tdescrib how basic statist measur are use to reveal pattern within the data �\trecogn data characterist pattern trend deviat or inconsist and potenti outliers. �\tidentifi use techniqu for work with big data such as dimens reduct and featur select method �\tuse advanc tool and chart librari to o\timprov effici of analysi of big-data with partit and parallel analysi o\tvisu the data in an number of 2d and 3d format box plot run chart scatter plot pareto chart and multidimension scale for success complet of the cours the follow prerequisit are recommend �\tbasic program skill in python �\tbasic math �\tbasic sql you can get it easili from https//www.coursera.org/learn/sql-data-sci if need in order to complet thi cours the follow technolog will be use these technolog are introduc in the cours as necessari so no previou knowledg is required. �\tjupyt notebook brought to you by ibm watson studio for free �\tapachespark brought to you by ibm watson studio for free �\tpython we'v been report that some of the materi in thi cours is too advanced. so in case you feel the same pleas have a look at the follow materi first befor start thi cours we'v been report that thi realli helps. of cours you can give thi cours a tri first and then in case you need take the follow cours / materials. it' free... https//cognitiveclass.ai/learn/spark https//dataplatform.cloud.ibm.com/analytics/notebooks/v2/f8982db1-5e55-46d6-a272-fd11b670be38/view?accesstoken=533a1925cd1c4c362aabe7b3336b3eae2a99e0dc923ec0775d891c31c5bbbc68 thi cours take four week 4-6h per weekgener statist dimension reduct matplotlib lambda calculu comput program apach spark data visual python program apach sql data-sci data-analysi

bayesian statist techniqu and modelsintermediatethi is the second of a two-cours sequenc introduc the fundament of bayesian statistics. it build on the cours bayesian statist from concept to data analysi which introduc bayesian method through use of simpl conjug models. real-world data often requir more sophist model to reach realist conclusions. thi cours aim to expand our �bayesian toolbox� with more gener model and comput techniqu to fit them. in particular we will introduc markov chain mont carlo mcmc method which allow sampl from posterior distribut that have no analyt solution. we will use the open-sourc freeli avail softwar r some experi is assum e.g. complet the previou cours in r and jag no experi required. we will learn how to construct fit assess and compar bayesian statist model to answer scientif question involv continu binari and count data. thi cours combin lectur video comput demonstr read exercis and discuss board to creat an activ learn experience. the lectur provid some of the basic mathemat develop explan of the statist model process and a few basic model techniqu commonli use by statisticians. comput demonstr provid concret practic walkthroughs. complet of thi cours will give you access to a wide rang of bayesian analyt tool customiz to your data.infer gener statist mont carlo method markov chain model bayesian chain bayesian infer markov chain mont carlo bayesian statist data-sci probability-and-statist

epidem pandem and outbreaksbeginnerwhat can we do to prevent outbreak of infecti diseas from becom epidem or pandemic? in thi cours you�ll learn the fact about infecti diseas and medic responses. we'll focu on the public health law and polici that provid the framework for effect prevent like quarantin law drug develop polici and bioterror and biodefense.diseas pandem outbreak epidem pandem infecti diseas public health law quarantin epidem social-sci governance-and-societi

machin learn for account with pythonadvancedthi cours machin learn for account with python introduc machin learn algorithm model and their applic in account problems. it cover classif regress cluster text analysi time seri analysis. it also discuss model evalu and model optimization. thi cours provid an entri point for student to be abl to appli proper machin learn model on busi relat dataset with python to solv variou problems. account data analyt with python is a prerequisit for thi course. thi cours is run on the same platform jupyt notebook as that of the prerequisit course. while account data analyt with python cover data understand and data prepar in the data analyt process thi cours cover the next two step in the process model and model evaluation. upon complet of the two cours student should be abl to complet an entir data analyt process with python.statist classif regress mathemat optim python program decis tree document classif n-gram machin learn algorithm hyperparamet data-sci machine-learn

power tool for teach and learn digit storytellingadvancedpow tool for teach and learn digit storytel introduc educ to digit storytel and explor way to use digit stori to enhanc students� learn experiences. the cours is design to be comprehens yet fundamental. by comprehens we mean that the cours provid a solid foundat for all of the compon of a digit stori and illustr these compon with tutori exampl stori and link to addit readings. the cours also provid a hands-on opportun for learner to creat their own digit stories. the cours is fundament becaus it cover the basic process of creat a digit stori start with just a simpl script and as littl as one image. thi cours is intend for k-12 teacher in all disciplin although it is open to anyon with an interest in digit storytelling. cours particip will use wevideo https//www.wevideo.com/ a free web-bas video edit program to creat a digit stori that could be share both onlin and with student in the classroom. teacher in the state of texa may be elig to receiv continu profession educ unit if they complet the major requir of the course.onlin learn storyboard blog storytel creativ write photographi educ instruct design video edit teach social-sci educ

analyz box offic data with seaborn and pythonbeginnerwelcom to thi project-bas cours on analyz box offic data with seaborn and python. in thi cours you will be work with the the movi databas tmdb box offic predict data set. the motion pictur industri is rake in more revenu than ever with it expans growth the world over. can we build model to accur predict movi revenue? could the result from these model be use to further increas revenue? we tri to answer these question by way of exploratori data analysi eda in thi project and the next. the statist data visual librari seaborn and plotli will be our workhors to gener interact publication-qu graphs. by the end of thi cours you will be abl to produc data visual in python with seaborn and appli graphic techniqu use in exploratori data analysi eda. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project analysi machin learn data analysi python program gener statist data visual exploratori data analysi plotli statist graphic data-sci machine-learn

gene and the human condit (from behavior to biotechnology)beginnerto acquir an understand of the fundament concept of genom and biotechnolog and their implic for human biolog evolut medicin social polici and individu life path choic in the 21st century.histori of biotechnolog compar genom crispr gene edit genet engin genet synthet biolog genom epigenet gene biotechnolog life-sci basic-sci

introduct to clinic data scienceadvancedthi cours will prepar you to complet all part of the clinic data scienc specialization. in thi cours you will learn how clinic data are gener the format of these data and the ethic and legal restrict on these data. you will also learn enough sql and r program skill to be abl to complet the entir special - even if you are a beginn programmer. while you are take thi cours you will have access to an actual clinic data set and a free onlin comput environ for data scienc host by our industri partner googl cloud. at the end of thi cours you will be prepar to embark on your clinic data scienc educ journey learn how to take data creat by the healthcar system and improv the health of tomorrow' patients.rel databas bigqueri data analysi r program sql clinic data analysi comput program rstudio join sql analysi data-sci data-analysi

jazz improvisationadvancedlearn the basic concept of improvis from gari burton one of the most renown improvis in the jazz world includ the mental melod and harmon process that contribut to the instinct skill that an improvis put to use when take a solo. while mani peopl are fan of jazz and understand that musician are often �make up� the note they are play dure a perform most people�often includ musician themselv who are begin to learn improvising�aren�t clear about what exact process take place to enabl thi to happen. the purpos of thi cours is to introduc the basic concept of modern improvis and how to go about master the differ music and mental skill involved. cours author gari burton codifi a sought-aft approach to improvis that ha been at the core of berkle colleg of music' curriculum for decades. student who complet thi cours will know what to practic and how to practic the variou aspect of improvis in addit to understand how the improvis spontan commun to the listen through their music creations.perform lingo scale piano harmoni music guitar jazz improvis chord jazz arts-and-human music-and-art

ethic leadership through give voic to valuesintermediatethi cours offer an action-ori introduct to give voic to valu or gvv an excit new approach to values-driven leadership develop in the workplac in busi educ and in life. gvv is not about persuad peopl to be more ethic but instead it start from the premis that most of us alreadi want to act on our valu but that we also want to feel that we have a reason chanc of do so effectively. through posit real life exampl pre-script rehears and peer coach gvv build the skill the confid and likelihood that we will act on our valu more often and more successfully. base on research and practic with over 1 000 pilot in educ set and compani on all seven contin gvv help answer the question �what if i were go to act on my values? what would i say and do? how could i be most effective?� thi cours wa develop at the darden school of busi at the univers of virginia and is taught by top-rank faculty. you will come away from gvv with an expand toolkit as well as practic in a varieti of method and techniqu for voic and enact your own valu and principles. you will develop and practic leadership skill in "peer coaching� with other learners. through case and stori base on recogniz workplac classroom and life valu conflict you will appli the gvv techniqu and �re-frames� expand your repertoir for possibl action as well as identifi and rehears respons that are like to be most effective. through thi practic you will gain greater confid and compet in voic and enact your valu effectively.leadership enabl thought educ ethic experi choic leadership develop valu premium reason busi leadership-and-manag

industri organ strategi and competit in businessadvancedindustri organ is the area of econom that studi the market as institut the state of competit and strateg interact among firm the industri polici and the busi decis firm make within the market framework. the cours look at the market from three differ perspect the econom theori the appli busi perspect and the institut and legal perspective. the focu of the cours is split equal between the econom theori and busi perspect but there is a signific legal compon incorpor in variou topics. the cours includ econom model game theori numer real life exampl and sever case studies. we explor interest topic of market organ such as negoti antitrust network platform electron market intellectu properti busi strategi predat entri deterr and mani others. the basic object of the cours is to enabl the student to understand the structur of market and the natur of strateg competition. knowledg in thi cours will be valuabl for the student in acquir manag and govern skill enrich their understand of the institut framework of busi and improv their analyt abil in negotiations. prerequisit the cours requir understand of basic econom model knowledg of intermedi microeconom especi production/cost theori knowledg of basic concept and methodolog of game theori intermedi econometr and basic calculus. do you have technic problems? write to us coursera@hse.rumarket econom price discrimin market power market segment product differenti self-select bia game theori intellectu properti price path depend busi business-strategi

meaning market insightsbeginnerwith market are pois to be the largest user of data within the organ there is a need to make sens of the varieti of consum data that the organ collects. survey transact histori and bill record can all provid insight into consumers� futur behavior provid that they are interpret correctly. in introduct to market analyt we introduc the tool that learner will need to convert raw data into market insights. the includ exercis are conduct use microsoft excel ensur that learner will have the tool they need to extract inform from the data avail to them. the cours provid learner with exposur to essenti tool includ exploratori data analysi as well as regress method that can be use to investig the impact of market activ on aggreg data e.g. sale and on individual-level choic data e.g. brand choices. to success complet the assign in thi cours you will requir microsoft excel. if you do not have excel you can download a free 30-day trial here https//products.office.com/en-us/trycentr tendenc basic descript statist microsoft excel pivot tabl regress evalu market analysi analyt market measur busi market

understand obesityintermediatein thi cours we�ll look at the fact and misconcept around obes and discuss key physiolog and psycholog concept around the brain� control of appetit and bodi weight. we�ll consid the biolog and environment pressur that make it easi to gain weight and hard to lose it!. most importantli we'll give you the opportun to reflect on your own knowledg and assumpt around the subject. we deliv cours materi as a mixtur of video audio-onli mooccast and a select of short readings. there are short weekli quizz a peer-review exercis and discuss activ on the forum. these will help you prepar for the final project. in it you are invit to demonstr your evidence-inform understand and express how you'll develop it beyond the course. the cours featur citizen scienc projects. we'll collect data from you anonym of cours and use it to drive participant-l discuss of controversi ideas. in thi way we hope to explor idea around diet and obesity. these project also give a tast of how scientif evid is collect and interpret by scientist and give some indic how much there still is to discov and understand.phys therapi pediatr food scienc eat nutrit nutritionist psycholog geriatr obes diet and obes life-sci nutrit

strateg build and engag your network on linkedinbeginnerin thi 1-hour long project-bas cours you will learn how to strateg build and engag your network on linkedin. mani peopl in today� societi think that they know how to network but do they really? we will discuss the appropri manner to use your linkedin account to extend your own network. person brand is veri import to know about within linkedin as well. we will delv into how to find the connect that you are look for. and we will talk about how to maintain your connections. to be success in thi cours you will need to have a free linkedin account. if you need to get a strong start on your account befor join thi cours check out the �creat a profil and network on linkedin� cours on coursera. some learn object that we will cover includ ensur your linkedin page ha the basic for intermedi involv on linkedin and as we expand your network strateg while establish your brand. we will work on keep track of over 500 connect while focus on engagement. we will learn about creat and post content as well as creat an articl to make your engag increase. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project manag project linkedin track save person brand brand person advertis account busi analyt busi business-strategi

sale train sale team managementadvancedin thi cours you will learn how to defin your target market creat a scalabl sale process and build train coach hire and onboard program to help your sale team grow better. whether you'r alreadi manag a sale team or aspir to manag one at some point in your career thi cours will explain what' involv when it come to set up a sale process coach your team hire new team member and get those team member up to speed as fast as possible.coach human learn train materi hubspot onboard materi manag sale sale process engin strategi recruit busi leadership-and-manag

larg marin ecosystem assess and managementbeginnerfocus on the larg marin ecosystem lme of the world thi cours will introduc the concept and practic of ecosystem-bas management. lme occupi area of coastal ocean at least 200 000 km� or greater in size. these coastal water produc 12.6 trillion usd in ecosystem good and servic annual and are vital import for billion of peopl around the globe. becaus lme are bound by ocean featur and are global link manag of human activ need to occur in an integr fashion across polit boundari and econom sector e.g. fish ship energi tourism and mining. thi repres a new type of manag approach - shift from singl sector-bas to multi-sector assess and manag within the spatial domain of the world' 66 larg marin ecosystems. there is global high-level support for thi new approach and in thi cours we will introduc the concept and tool for assess and manag lmes. togeth leader and expert in a global movement to recov and sustain the good and servic of lme will introduc you to the mechan use for assess transboundari diagnost analysi plan and implement strateg action programme. base on recent activ in implement and practic of the lme approach in 22 project around the globe we will showcas exampl of effect manag at thi scale and highlight the challeng and issues. by the end of the onlin cours we hope you will be abl to activ use thi knowledg to advanc sustain develop of the world� oceans. the cours wa creat with the support and input of the global environ facil gef the unit nation develop program undp the nation ocean and atmospher administr noaa unesco-ioc and iwlearn.ecosystem health global ecosystem sustain marin ecosystem resourc biodivers ecosystem larg marin ecosystem leadership and manag social-sci governance-and-societi

genom data scienc and cluster (bioinformat v)advancedhow do we infer which gene orchestr variou process in the cell? how did human migrat out of africa and spread around the world? in thi class we will see that these two seemingli differ question can be address use similar algorithm and machin learn techniqu aris from the gener problem of divid data point into distinct clusters. in the first half of the cours we will introduc algorithm for cluster a group of object into a collect of cluster base on their similar a classic problem in data scienc and see how these algorithm can be appli to gene express data. in the second half of the cours we will introduc anoth classic tool in data scienc call princip compon analysi that can be use to preprocess multidimension data befor cluster in an effort to greatli reduc the number dimens without lose much of the "signal" in the data. final you will learn how to appli popular bioinformat softwar tool to solv a real problem in clustering.algorithm bioinformat gene express express profil perfect phylogeni data cluster algorithm gene genom comput problem phylogenet tree life-sci health-informat

america' written constitutionintermediatean introduct to the main theme of the american constitution�popular sovereignti separ of power feder and rights.polit scienc english languag i-dea account law american law write vote re-defin constitut social-sci governance-and-societi

an introduct to interact program in python (part 1)advancedthi two-part cours is design to help student with veri littl or no comput background learn the basic of build simpl interact applications. our languag of choic python is an easy-to learn high-level comput languag that is use in mani of the comput cours offer on coursera. to make learn python easi we have develop a new browser-bas program environ that make develop interact applic in python simple. these applic will involv window whose content are graphic and respond to button the keyboard and the mouse. in part 1 of thi cours we will introduc the basic element of program such as express condit and function and then use these element to creat simpl interact applic such as a digit stopwatch. part 1 of thi class will culmin in build a version of the classic arcad game "pong".program principl principl semant syntax python syntax and semant languag comput program interact comput interact python program computer-sci software-develop

build an app in android studio use ontouchbeginnerin thi project you will build an android app that that use ontouch function to show certain inform when a user click action down on an imag and then have the inform chang when the user releas action up. the app also creat text file in intern storag when need will write to those file and will read from those files. the app will interact with text file imag string and a string array that are save as resourc in the project can be access by refer throughout the app. thi app will have a piec of text from the string file ask the user to select the name of an author from a spinner a type of drop down menu where the user select from a set of option - from the string file. there will be an imag imageview below the spinner which will chang from the drawabl directori to match whichev author the user selects. beneath thi will be a piec of text textview with the name of a book and the year it wa publish from the string file which will chang to match the select author. there will be anoth piec of text textview which will contain an appropri quot read from the appropri text file in a raw directori from the name book below thi quot will be two button one with "read review" on it and the second with "submit review" on it. when the user click the "read review" button a textview will appear contain a the previous submit review if one exists. the user will also be given the option to "submit review" whiich when click give access to an imput box edittext into which a review can be typed. when a "submit" button is then click thi review is written to a text file in intern storag not resourc to a review file for that author. if the file doe not exist then the app will creat the file first then write the review to it. when the user close the app the program will rememb the final choic made by the user in their previou visit. when launch the app will also read all inform in the review file in intern storag and bring the review into the app for use. you will upload an apk of the app to a websit call appetize.io to test the app. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitiesdrop-down list order pair data analysi book quotat upload github android develop android studio logic gate computer-sci mobile-and-web-develop

account data analyt with pythonadvancedthi cours focus on develop python skill for assembl busi data. it will cover some of the same materi from introduct to account data analyt and visual but in a more gener purpos program environ jupyt notebook for python rather than in excel and the visual basic editor. these concept are taught within the context of one or more account data domain e.g. financi statement data from edgar stock data loan data point-of-sal data. the first half of the cours pick up where introduct to account data analyt and visual left off use in an integr develop environ to autom data analyt tasks. we discuss how to manag code and share result within jupyt notebook a popular develop environ for data analyt softwar like python and r. we then review some fundament program skill such as mathemat oper function condit statement and loop use python software. the second half of the cours focus on assembl data for machin learn purposes. we introduc student to panda datafram and numpi for structur and manipul data. we then analyz the data use visual and linear regression. final we explain how to use python for interact with sql data.data type relat databas manag system numpi basic descript statist data structur python program databas sql euler' totient function jpeg data-sci data-analysi

creat an interact stori with flutterbeginnerin thi 1-hour long project-bas cours you will creat your own interact stori app and learn some of dart and flutter basics. flutter is an open-sourc and free ui toolkit built on dart program language. dart is a client-optim program languag for app on multipl platforms. it is develop by googl and is use to build mobil desktop server and web applications. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.languag mobil develop comput program dart program languag io develop android studio interact object-ori program interact storytel web computer-sci mobile-and-web-develop

account principl of financi accountingbeginnerfinanci account is often call the languag of business; it is the languag that manag use to commun the firm' financi and econom inform to extern parti such as sharehold and creditors. nobodi work in busi can afford financi illiteracy. whether you run your own busi work as a manag or are just start your career you want to understand financi inform and be abl to interact with account control and financi managers. you want to talk business! thi cours will provid you with the account language' essentials. upon complet you should be abl to read and interpret financi statement for busi diagnosi and decision-making. more importantli you will possess the conceptu base to keep learn more sophist account and financ on your own. do not forget that as with ani other languag becom profici with account requir constant practice.incom statement analysi cash flow financ flow network balanc sheet financi account incom account financi statement busi financ

genom data scienc with galaxybeginnerlearn to use the tool that are avail from the galaxi project. thi is the second cours in the genom big data scienc specialization.rna-seq data analysi biostatist molecular biolog bioinformat genet engin run genet genom analysi data-sci data-analysi

spatial analysi and satellit imageri in a gisadvancedin thi cours you will learn how to analyz map data use differ data type and method to answer geograph questions. first you will learn how to filter a data set use differ type of queri to find just the data you need to answer a particular question. then we will discuss simpl yet power analysi method that use vector data to find spatial relationship within and between data sets. in thi section you will also learn about how to use modelbuild a simpl but power tool for build analysi flowchart that can then also be run as models. you will then learn how to find understand and use remot sens data such as satellit imageri as a rich sourc of gi data. you will then learn how to analyz raster data. final you will complet your own project where you get to tri out the new skill and tool you have learn about in thi course. note softwar is not provid for thi course.arcgi remot sens softwar satellit gener statist analysi spatial analysi multispectr imag geograph inform system measur physical-science-and-engin environmental-science-and-sustain

critic issu in urban educationnot calibratedurban school reform in the unit state is character by contenti politic debate. thi cours explor a set of critic issu in the educ and educ reform space with a focu on aspect of the field that have spark controversi and polar views. we will dig into these debat situat them within the larger histori of public educ and school reform and consid the viewpoint the evid and translat of issu into educ policy. we will consid three broad topic in thi cours 1. feder strategi in school reform how ha the feder govern legisl and incent public school reform? 2. school choic how doe school choic aim to improv schools? 3. account what is the histori of account in american public schooling? what are the polici and practic associ with accountability? learn goal thi cours will enabl particip to 1. develop an inform histor perspect about public school in the unit states; 2. understand the uniqu contextu element of the american approach to public schooling; 3. analyz and assess diverg viewpoint about american public school histori and school reform policy. teacher may be abl to receiv continu educ credit for success complet of thi course. to earn continu educ credit student must purchas and earn the cours certif which they can then submit to the credit-issu agenc in their state. student should also fill out the requisit paperwork state that the affili provid is the graham school at the univers of chicago and that averag time for certificate-level cours complet is 18 hours. student outsid of illinoi should contact their state� accredit board to determin whether thi cours is elig for continu educ credit. note that it is up to the school or district that employ teacher to decid whether thi cours meet their requirements.perform educ teacher qualiti assess evalu choic educ practic measur resourc process school choic social-sci educ

how to make imag edit select in gimpbeginnerin thi project you will learn how to make select in gimp use variou select tools. you will understand how select can be used. you will learn how to make select base on geometr shape how to make select use freehand tool and how to make select base on color. you will learn how to use up to six differ tool and when to use each one. as you learn how to use these tool you will creat a digit poster display your selections. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.trigonometr integr imag edit number spreadsheet python program project machin learn poster display devic video edit c++ computer-sci design-and-product

get start with asp.net core razor pagesbeginnerin thi 1-hour long project-bas cours you will creat your first razor page app and understand it structure. you will also creat and scaffold busi model gener page to creat updat and delet busi objects; and learn how to add form valid and updat the database. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.recurs enumer set web applic asp.net web english languag web develop asp.net core project busi object microsoft visual studio computer-sci mobile-and-web-develop

queri databas use sql select statementadvancedin thi 2-hour long project-bas cours you will learn how to retriev data from tabl in a databas use sql select statement. in addit thi project will expos you to how to use differ sql oper togeth with the where claus to set condit on tabl in a databas for databas manipulation. in order to reinforc the use of sql select statement to queri a databas for databas insight you will work on differ task as the concept are be introduc to you. note you do not need to be a data administr or data analyst to be success in thi guid project just a familiar with sql is required. if you are not familiar with sql and want to learn the basic start with my previou guid project titl �perform data definit and manipul in sql�.inform retriev select sql mysql ascend databas sql modulo oper ternari condit oper join sql null coalesc oper data-sci data-analysi

medic emerg airway breath and circulationintermediatein thi cours you will develop the knowledg and skill to assess and stabil certain type of patient for transport. by the end of thi cours you will be abl to 1 assess a basic medic patient 2 describ gener pharmacolog principl and the skill associ with medic administr 3 explain airway physiolog the assess of the airway and avail intervent for airway manag 4 identifi assess and formul a plan to stabil a patient with a respiratori emerg for transport and 5 identifi assess and formul a plan to stabil a patient with a cardiovascular emerg for transport. 6 describ the most common neurolog and endocrin emerg and what you can do for them as an emt.med leadership and manag asthma patient respiratori diseas medicin pharmacolog anatomi emerg emerg medicin life-sci patient-car

mediat and conflict resolutionadvancedmedi is a crucial mean to reach peac and agre solut in today� world � on an intern polit industri peace-keep or social level. with the cours you will be abl to choos and lead a mediat process. you will gain a deeper understand of workplac and intern conflict resolution. fundament of negoti are requir to complet thi mooc. you can acquir them through our mooc "negoti fundamentals". after thi cours you will be abl to defin what a mediat is and choos when to use it; list differ type of mediation; identifi typic challeng and difficulti that most mediat face; choos the adequ strategi within a repertoir of options; identifi the do� and don�t in mediation. thi mooc offer video lectur from lead expert interact question case studi practic and grade quizzes. design as a logic follow on from the suit of essec iren onlin cours in negoti thi cours about mediat and conflict resolut teach a whole set of addit skill and approaches. develop by one of europe� lead institut of research and educ in negoti and mediat essec iren thi cours provid you with a meaning and effect bouquet of practic case tool approach and skill to put your mediat into high-impact practice.grasp medit harass negoti arbitr organiz conflict trap process model conflict resolut busi leadership-and-manag

name entiti recognit use lstm with kerasbeginnerin thi 1-hour long project-bas cours you will use the kera api with tensorflow as it backend to build and train a bidirect lstm neural network model to recogn name entiti in text data. name entiti recognit model can be use to identifi mention of peopl locat organ etc. name entiti recognit is not onli a standalon tool for inform extract but it also an invalu preprocess step for mani downstream natur languag process applic like machin translat question answer and text summarization. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and kera pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.natur languag process inform extract kera front and back end recurr neural network long short-term memori machin translat named-ent recognit network model machin learn data-sci machine-learn

introduct to blockchain benefit valu and opportunitiesintermediatethi is cours 3 in the introduct to blockchain cours series. blockchain technolog is in a period of except growth and the account profess will play a signific role in drive it adoption. be part of the blockchain evolut with thi course. start with a focu on the histori and evolut of blockchain and bitcoin and then on to the characterist of bitcoin you will get a refresh on the fundament of money/curr and learn how bitcoin fit into the global busi landscape. thi cours also demonstr the uniqu characterist of blockchain and bitcoin so account and financ profession will be abl to have meaning and relev convers with intern and extern clients. in addit thi cours introduc sever key concept within the realm of blockchain includ core compon of blockchain technolog the custodi respons and control continuum push vs pull paradigm and privat blockchain vs public blockchain which will significantli impact the way account and auditor perform their job functions.suppli chain blockchain predict market market econom openfabr allianc benefit zero-knowledg proof bitcoin demand chain digit ident information-technolog secur

comput simulationsadvancedbig data and artifici intellig get most of the press about comput social scienc but mayb the most complex aspect of it refer to use comput tool to explor and develop social scienc theory. thi cours show how comput simul are be use to explor the realm of what is theoret possible. comput simul allow us to studi whi societi are the way they are and to dream about the world we would like to live in. thi can be as intuit as play a video game. much like the well-known video game simciti is use to build and manag an artifici citi we use agent-bas model to grow and studi artifici societies. without hurt anyon in the real world comput simul allow us explor how to make the world a better place. we play hands-on with sever practic comput simul model and explor how we can combin hypothet model with real world data. final you will program a simpl artifici societi yourself bottom-up. thi will allow you to feel the complex that aris when design social system while at the same time experienc the eas with which our new comput tool allow us to pursu such daunt endeavors.model numer analysi materi comput social scienc cost benefit analysi behavior econom simul util agent-bas model comput simul data-sci machine-learn

commun data scienc resultsadvancedimport note the second assign in thi cours cover the topic of graph analysi in the cloud in which you will use elast mapreduc and the pig languag to perform graph analysi over a moder larg dataset about 600gb. in order to complet thi assign you will need to make use of amazon web servic aws. amazon ha gener offer to provid up to $50 in free aw credit to each learner in thi cours to allow you to complet the assignment. further detail regard the process of receiv thi credit are avail in the welcom messag for the cours as well as in the assign itself. pleas note that amazon univers of washington and coursera cannot reimburs you for ani charg if you exhaust your credit. while we believ that thi assign contribut an excel learn experi in thi cours we understand that some learner may be unabl or unwil to use aws. we are unabl to issu cours certif for learner who do not complet the assign that requir use of aws. as such you should not pay for a cours certif in commun data result if you are unabl or unwil to use aw as you will not be abl to success complet the cours without do so. make predict is not enough! effect data scientist know how to explain and interpret their result and commun find accur to stakehold to inform busi decisions. visual is the field of research in comput scienc that studi effect commun of quantit result by link percept cognit and algorithm to exploit the enorm bandwidth of the human visual cortex. in thi cours you will learn to recogn design and use effect visualizations. just becaus you can make a predict and convinc other to act on it doesn�t mean you should. in thi cours you will explor the ethic consider around big data and how these consider are begin to influenc polici and practice. you will learn the foundat limit of use technolog to protect privaci and the code of conduct emerg to guid the behavior of data scientists. you will also learn the import of reproduc in data scienc and how the commerci cloud can help support reproduc research even for experi involv massiv dataset complex comput infrastructur or both. learn goal after complet thi cours you will be abl to 1. design and critiqu visual 2. explain the state-of-the-art in privaci ethic govern around big data and data scienc 3. use cloud comput to analyz larg dataset in a reproduc way.commun recurs enumer set gener statist data type analysi case studi encod kaggl inform visual statist analysi data-sci data-analysi

introduct to mechan engin design and manufactur with fusion 360beginnerdesign for manufactur is the process of design part compon or product with the understand surround design requir for a specif manufactur method. thi cours explor the design for manufactur workflow and show how to valid model and creat the g code the program languag need to instruct the cnc machin on how to move. we practic the basic of part and assembl design and tool such as anim render and simul use autodesk fusion 360. we learn the basic in each of these area which are to be fulli develop in later cours that appli these principl and fusion 360 skills. after take thi cours you'll be abl to - explain the design to manufactur process use to take a digit model to a physic part through cnc programming. - summar the toolset avail in fusion 360. - demonstr knowledg and skill in fusion 360 appli design and manufactur workflow to take digit part to physic prototypes.model computer-aid design engin design 3d model autodesk manufactur process process manufactur process manag mechan design simul physical-science-and-engin mechanical-engin

light emit diod and semiconductor lasersadvancedthi cours can also be taken for academ credit as ecea 5605 part of cu boulder� master of scienc in electr engin degree. led and semiconductor laser cours introduct you will learn about semiconductor light emit diod led and laser and the import rule for their analysi plan design and implementation. you will also appli your knowledg through challeng homework problem set to cement your understand of the materi and prepar you to appli in your career. cours learn outcom at the end of thi cours you will be abl to� 1 design a semiconductor light emit diod and analyz effici 2 design a semiconductor laser 3 choos suitabl semiconductor materi for light emit deviceselectron energi fiber optic optic algorithm electr engin deep learn materi signal process materi comput graphic homework physical-science-and-engin electrical-engin

busi model canva a tool for entrepreneur and innov (project-cent course)beginnerwhat you�ll achiev in thi project-cent course* you will use the busi model canva innov tool to approach either a person or corpor challeng or opportunity. you�ll learn to identifi and commun the nine key element of a busi model custom segment valu proposit channel custom relationship key resourc key activ key partner revenu stream and cost structure. your complet project will be a polish busi model canva that outlin the busi case for a new product or servic to address your select challeng or opportunity. you�ll present your case in both a one-pag document and a 10-minut video presentation. what you need to get start thi project-cent cours is design for anyon who want to understand innov best practic and the intra-corpor entrepreneuri intrapreneur skill need to lead innov project team and strategies. entry- and senior-level profession in a varieti of industri - includ educ healthcar busi and not-for-profit - will benefit from the cours materi and project experience. the onli prerequisit is a strong desir to understand best practic in innov and to master the skill need to transform a new idea into a profit reality. to complet the project you�ll need to access the busi model canva from either the kauffman foundat http//www.entrepreneurship.org or strategyzer.com http//www.strategyzer.com or via the creativ common licens offer by strategyz ag http//www.businessmodelgeneration.com/downloads/businessmodelcanvasposter.pdf. *about project-cent cours coursera' project-cent cours are design to help you complet a person meaning real-world project with your instructor and a commun of like-mind learner provid guidanc and suggest along the way. by activ appli new concept as you learn you�ll master the cours content more efficiently; you�ll also get a head start on use the skill you gain to make posit chang in your life and career. when you complet the cours you�ll have a finish project that you�ll be proud to use and share.market segment busi plan custom relationship manag plan valu proposit model busi model busi model canva market econom entrepreneurship busi business-strategi

intermedi panda python librari for data sciencebeginnernot panda is not use for development. so you will not build anyth dure the cours of thi project. thi guid project is for those who are familiar with panda for data analysi but want to realli har the power of panda by learn more complex operations. by the end of thi project you will learn how to handl structur data use panda like a pro. special featur 1 work with real-world data. 2 detail variabl descript booklet provided. 3 thi project provid plenti of challeng with solut to encourag you to practic use pandas. 4 librari are automat import and the dataset is automat split into subset each time you begin a new session. just open the project and start learning! 5 the real-world applic of each function are explained. 6 best practic and tip are provid to ensur that you learn how to use panda efficiently. 7 anim gif are use to aid in the learn process. 8 import terminolog and definit are explained. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.panda python program miss data appli machin learn machin learn fintech concaten data scienc numpi deep learn data-sci data-analysi

prepar for the emt certif testintermediatewelcom to your final cours in becom and emt! prepar for the nation registri exam. the titl for thi cours is a littl bit misleading. we do hope that at the complet of thi cours that you feel more prepar to take the skill portion as well as the written portion of the nation registri exam. more than anyth els howev our greatest hope is that we have given you the knowledg and tool to provid high qualiti patient care onc you are certifi as an emt or onc you achiev whatev level of patient care provid you aspir to. i think mani of you have experienc in school or other train the differ between know the inform need to pass a test and be abl to appli that inform to a real life problem. we want you to be abl to appli your knowledge! to accomplish thi there will be video from prior cours to review link to the nation registri patient care checklist and you will use these resourc to complet a seri of patient care scenario that challeng you to appli what you have learn over the past 5 courses. the next coupl of week are design to stretch your knowledg and guid you to appli it to potenti real patient presentations. in addit you will have the opportun to practic peer review on the care plan that your fellow learner put together. not onli doe thi provid you the opportun to see what other peopl would do in a similar situat but also reinforc your understand of the material. good luck and have fun with thi last portion of the specialization!nurs educ emerg medic servic patient care commun syndrom emerg manag patient differenti diagnosi nurs healthcar manag life-sci patient-car

internet of thing set up your dragonboard� develop platformadvanceddo you want to develop skill to prototyp mobile-en product use state-of-the-art technologies? in thi cours you will build a hardwar and softwar develop environ to guid your journey through the internet of thing special courses. we will use the dragonboard� 410c singl board comput sbc. thi is the first in a seri of cours where you will learn both the theori and get the hands-on develop practic need to prototyp internet of thing products. thi cours is suitabl for a broad rang of learners. thi cours is for you if � you want to develop hands-on experi with mobil technolog and the internet � you want to pivot your career toward the design and develop of internet of thing enabl product � you are an entrepreneur innov or member of a diy commun learn goal after complet thi cours you will be abl to 1. configur at least one integr develop environ ide for develop software. 2. make use of git adb and fastboot to flash multipl os and repair brick boards. 3. instal android 5.1 lollipop and linux base on ubuntu. 4. creat compil and run a hello world program. 5. describ the dragonboard� 410c peripher i/o expans capabl comput cpu and graphic capabl and connect capabilities.c dynam memori alloc java annot 2.5d web web server internet of thing internet port interfac interact physical-science-and-engin electrical-engin

cloud comput fundament on alibaba cloudbeginnerlook to dive into the world of alibaba cloud with a comprehens introduct to the rang of product and solut offer by alibaba cloud? fundament architect on alibaba cloud is a cours design for user look to start thi journey with a look into alibaba cloud' core products. fundament architect look into storag network auto-sc and secur solut as well as scenario to best combin these product to creat a complet cloud-bas architecture. after complet thi cours the learner should have gener knowledg of cloud comput network secur and the it industry. abl to develop gener solut and enterpris best practic base on alibaba cloud' products. knowledg in the use and oper of alibaba cloud' ec server load balanc oss vpc auto scale cdn alibaba cloud secur and cloudmonitor products.backup databas privat network cloud platform data secur virtual privat server imag process web host servic cloud comput web server computer-sci software-develop

financ for everyon marketsconversantmarket begin with one of the most common and import element of the financi system � interest rates. you will learn whi interest rate have alway been a key baromet in determin the valu of everything. you will explor the chang influenc of interest rates; the impact of interest rate on consumpt invest and econom growth; and the bizarr realiti of neg interest rates. market explain how interest rate chang the valu of all financi instrument highlight the role of the bond and stock market that have toppl empires. we take a closer look at the equiti price model and equiti market that reverber across the globe and explor everyth from the first stock ever issu � by the dutch east india compani � to the little-understood but power deriv secur market. by the end of the cours you will have develop insight into the intersect of the financi market with world of polici polit and power. you will have demonstr that insight by teach an import financi concept and translat a financi product or transact to someon who will clearli benefit from your advice.experi financ stock commun interest stock market present financi market interest rate market econom busi financ

rstudio for six sigma - basic descript statisticsbeginnerwelcom to rstudio for six sigma - basic descript statistics. thi is a project-bas cours which should take approxim 2 hour to finish. befor dive into the project pleas take a look at the cours object and structure. by the end of thi project you will learn to perform basic descript analysi six sigma task hands-on use rstudio. both r languag and rstudio tool are open sourc and can be use for most six sigma analysi task without need commerci software.gener statist averag pareto chart project box plot sampl statist rstudio histogram chart trigonometr integr busi leadership-and-manag

manag describ and analyz dataintermediatein thi cours you will learn the basic of understand the data you have and whi correctli classifi data is the first step to make correct decisions. you will describ data both graphic and numer use descript statist and r software. you will learn four probabl distribut commonli use in the analysi of data. you will analyz data set use the appropri probabl distribution. final you will learn the basic of sampl error sampl distribut and error in decision-making.logarithm distribut exponenti famili probabl distribut frequenc distribut univari distribut stabl probabl distribut food scienc poisson distribut percentil condit probabl distribut probabl distribut data-sci probability-and-statist

physic of silicon solar cellsintermediateth first mooc �photovolta solar energy� is a gener present of the solar photovolta technolog in the global energet context without extens details. in particular the descript of the solar cell oper is restrict to the ideal case in contrast thi second mooc allow a deep understand of the properti of solar cell base on crystallin semiconductors. it consist in a gener present of the physic of the photovolta devic with a particular emphas on the silicon technolog that current repres more than 90% share of the market. photovolta applic of iii-v semiconductor are also mentioned. inde from a fundament point of view a solar cell can be consid as a semiconductor devic a diod expos to the sunlight. an introduct to the semiconductor physic is given follow by the electron transport phenomena in a diod device. a detail descript of the solar cell oper is then provid includ the convers effici limitations. a descript of the solar spectrum and the optic properti of the cell are also presented. final the crystallin silicon technolog is describ from the bulk crystallin growth up to the prepar of heterojunct combin crystallin and amorph materials.lambda calculu solar energi packag astronomi physic nanotechnolog java annot .properti silicon materi physical-science-and-engin physics-and-astronomi

tradit herbal medicin in support cancer care from altern to integrativeintermediatepleas join us for an excit and innov journey examin one of the most import and often overlook aspect of the oncolog set tradit herbal medicin in support cancer care. thi cours is present with short lectur offer a wide rang of issu relat to the principl and practic of herbal medicin in cancer care. the cours includ interview with lead world expert from the field of integr oncolog from the u.s. and canada as well as europ the middl east china and japan. by the end of the cours you will � understand core concept in integr oncolog as they relat to the supportive/palli cancer care set � acquir effect commun skill which will foster a better understand of patients' view on herbal medicin while provid guidanc on the safe and effect use of these product � be abl to design togeth with patient caregiv and healthcar provid a patient-tailor and cultural-sensit integr oncolog treatment program includ the use of herbal medicin � be acquaint with lead "players" who can share their experi in creat and implement an integr oncolog program the cours ha been special design to provid inform and guidanc at a level appropri for patient and non-med particip as well as medic profession interest in receiv evidence-bas guidanc on the safeti and effect of herbal medicin in cancer care.chines medicin medicin tradit medicin herbal ayurveda homeopathi treatment of cancer cancer oncolog acupunctur life-sci patient-car

outbreak and epidemicsintermediateprofession epidemiologist are often call on to investig outbreak and epidemics. thi cours serv as an introduct to the essenti of investig identifi pathogen figur out what' go on report and responding. you'll learn how to ask precis epidemiolog question and appli epidemiolog tool to uncov the answers. you'll also learn about basic epidem dynam and the terribl law that caus them to grow as well as the reason whi they reced and eventu go away. the cours conclud with deep dive into some real outbreak from ebola in west africa to the opioid epidem in the unit states.natur histori public health epidem risk factor diseas rel chang and differ outbreak epidemiolog epidem risk factor life-sci public-health

java primit type to calcul expensesbeginnerin thi project you will creat an applic that calcul a monthli expens estim use a calcul monthli hous payment and groceri bill use java. java is an object-ori languag that contain mani class but also contain what are call primit data types. these primit data type are use to store number and charact in java and have all the arithmet oper need to perform variou calculations. to get start with java it is import to know how to use these built in data type as they are found throughout the language. the primit data type take up much less space than object do and can make a program much more effici when use properly. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput program data type primit data type payment order pair java softwar platform expens project c++ arithmet computer-sci software-develop

machin learn featur select in pythonbeginnerin thi 1-hour long project-bas cours you will learn basic principl of featur select and extract and how thi can be implement in python. togeth we will explor basic python implement of pearson correl filter select-k-best knn-base filter backward sequenti filter recurs featur elimin rfe estim featur import use bag decis tree lasso regular and reduc dimension use princip compon analysi pca. we will focu on the simplest implement usual use scikit-learn functions. all of thi will be done on ubuntu linux but can be accomplish use ani python i.d.e. on ani oper system. we will be use the idl develop environ to demonstr sever featur select techniqu use the publicli avail pima diabet dataset. i would encourag learner to experi use these techniqu not onli for featur select but hyperparamet tune as well. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.recurs mathemat optim bootstrap aggreg correl and depend hyperparamet hyperparamet optim machin learn model select featur select lasso program languag data-sci machine-learn

it secur defens against the digit dark artsbeginnerthi cours cover a wide varieti of it secur concept tool and best practices. it introduc threat and attack and the mani way they can show up. we�ll give you some background of encrypt algorithm and how they�r use to safeguard data. then we�ll dive into the three as of inform secur authent author and accounting. we�ll also cover network secur solut rang from firewal to wifi encrypt options. the cours is round out by put all these element togeth into a multi-lay in-depth secur architectur follow by recommend on how to integr a cultur of secur into your organ or team. at the end of thi cours you�ll understand ? how variou encrypt algorithm and techniqu work as well as their benefit and limitations. ? variou authent system and types. ? the differ between authent and authorization. ? how to evalu potenti risk and recommend way to reduc risk. ? best practic for secur a network. ? how to help other to grasp secur concept and protect themselves.wireless wireless secur authent encrypt inform secur network secur cryptographi secur system secur network monitor information-technolog secur

applic of everyday leadershipbeginnerthi cours cover the follow topic negoti feedback and coach conflict manag and lead change. the object are to learn how to use leadership skill to work more effect with other how to use leadership skill to organ other to work more effect togeth and to appli the foundat of effect leadership skill to everyday situat face by leaders. learner �\twill be abl to negoti effect and influenc other �\tprovid feedback and coach that is appropri and influenti �\twill be abl to manag conflict and lead chang thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.conflict resolut negoti arbitr perform manag chang manag leadership develop leadership and manag conflict manag leadership perform busi leadership-and-manag

introduct to data analyt for businessadvancedthi cours will expos you to the data analyt practic execut in the busi world. we will explor such key area as the analyt process how data is creat store access and how the organ work with data and creat the environ in which analyt can flourish. what you learn in thi cours will give you a strong foundat in all the area that support analyt and will help you to better posit yourself for success within your organization. you�ll develop skill and a perspect that will make you more product faster and allow you to becom a valuabl asset to your organization. thi cours also provid a basi for go deeper into advanc investig and comput method which you have an opportun to explor in futur cours of the data analyt for busi specialization.analysi analyt sql busi analysi relat databas data analysi data model databas busi analyt model data-sci data-analysi

intellectu humil practicebeginnerw live in a polaris world where all too often peopl talk past each other. but do you know when to believ what other say? for exampl how quick should we be to accept someth that someon els tell us is true and what should we be look out for when assess a person' trustworthiness? meanwhil what should we do when we encount disagr with peopl who seem to be our equals? how and when should we adjust our belief and how doe the appropri respons vari depend on the evidence? these challeng may be especi import in the arena of religi disagreements. how should we weigh the evid for and against variou theistic and atheist stances? expert in psycholog philosophi theolog and educ are conduct excit new research on these question and the result have import real-world applications. face with difficult question peopl often tend to dismiss and margin dissent. polit and moral disagr can be incred polar and sometim even dangerous. and whether it� christian fundament islam extrem or milit atheism religi dialogu remain tint by arrog dogma and ignorance. the world need more peopl who are sensit to reason both for and against their belief and are will to consid the possibl that their polit religi and moral belief might be mistaken. the world need more intellectu humility. in thi course. we will examin the follow major question about appli issu surround intellectu humil � should you believ what peopl say? � how should we handl disagreement? � what is the role of evid in resolv religi disagreements? all lectur are deliv by lead specialist and the cours is organis around a number of interest read and practic assign which will help you address issu relat to humil in your daili life. thi cours can be taken as a part of a seri which explor the theori the scienc and the appli issu surround intellectu humility. befor we consid how to defin and measur intellectu humil what intellectu virtu is whether we are born or can becom humbl and what cognit and emot can tell us about intellectu humility. if you are interest complet all three cours to gain a broader understand of thi fascin topic. look for � intellectu humil theori - https//www.coursera.org/learn/intellectual-humility-theori � intellectu humil scienc - https//www.coursera.org/learn/intellectual-humility-sci check out our trailer to hear more - https//youtu.be/xcwjryxkzu.intellectu educ psycholog open-minded evalu categor fear everyday life bia religion belief arts-and-human philosophi

lgbtq pride from origin to evolut teach-outbeginnerat it origin in the late 60 and earli 70 pride in the u.s. wa a radic claim of space for lgbtq individu and communities. today� pride ha evolv to a hypervis month-long celebr across differ part of the world but pride as a person experi and represent of commun remain complicated. in thi teach-out we will discuss the histori of pride and what it mean for individu and commun today. the purpos of thi teach-out is to dive deeper into the complex of pride as an event and as a feel for individu with the lesbian gay bisexu transgend and queer commun also refer to as lgbtq. we are hope to shed light on the differ understand and mean of pride as it relat to space commun and represent within lgbtq communities. you will learn that pride can be a celebr for lgbtq individu but pride also bring about tension within the lgbtq commun about it purpose. the product team interview sever individu who self-identifi within the lgbtq commun in order to provid you with direct narr and experiences.whit pride averag pride stonewal autoethnographi histori listen gay pride empathi psycholog arts-and-human philosophi

use googl form for student successbeginnerbi the end of thi project you have use googl form to creat sever tool to use with your student and parent in order to ensur a success school year. with volunt sign-up form you can simplifi your volunt process within your classroom and across the school. through exit ticket and assess you will be abl to check your student� understand of the content taught that day or dure a unit so that you can adjust instruct to address misunderstand or gather summ assess data for student reports. you will also creat a cours evalu that you can use with student to improv your approach for futur classes. there are endless opportun to use googl form - let� get started! *you will need a free googl account for thi project.school counsel evalu process exit system call project mine student' t-distribut teach parent data scienc parent social-sci educ

educ deaf children becom an empow teacherintermediatemani deaf children around the world still leav school function illiterate. in some case there is no allow made for educ of deaf children at all. thi 4 week cours provid you with invalu knowledg and skill about teach deaf children. you will learn about the import of deaf cultur and commun the need for a languag rich environ for the deaf child from as young as possibl and that have access to sign languag can help deaf children academ emot and socially. we also cover variou accommod and modif that you can appli in your classroom and learn environ to creat an access learn experi for deaf children. you will also find that a shift in attitud will enabl you to connect with deaf children with more understanding. we hope that through thi cours you becom an empow teacher - for yourself for your fellow teacher and most importantli for the deaf children in your classroom. you will be abl to purchas a verifi certif if you wish to show evid of your achiev but thi is option and you may appli for financi aid if you are unabl to pay the certif fee.sign languag parent teach method parent deaf educ experi teach educ educ practic child social-sci educ

metaliteraci empow yourself in a connect worldbeginnerthi cours prepar you to effect particip in a connect world. metaliteraci advanc reflect and empow learn in collabor communities. you will learn how to creativ and ethic produc and share information. as a metaliter learner you will see yourself as an inform content creator and a respons contributor to inform environments. metaliteraci is empow becaus it encourag individu to be reflect and to take charg of their learning. thi approach is relev to anyon who want to be an inform consum of inform and respons particip in a connect world. thi requir an understand of copyright and open licens through the creativ commons. it also involv digit storytel as a creativ form of inform production. metaliteraci support learner in a varieti of profession field and academ disciplin to becom effect contributor to collabor communities. be a metaliter learner includ self-reflect and critic think while success adapt to new form of technology.soci network collabor public domain composit artifact color intellectu properti experi intellectu social media storytel social network personal-develop personal-develop

bat duck and pandem an introduct to one health policybeginnerwelcom to "bat duck and pandem an introduct to one health policy". one health is the concept that human anim and environmental/ecosystem health are linked. the concept provid a use framework for examin complex health issu such as food safeti and secur emerg and vector-born diseas and antimicrobi resistance. it can be use to analyz govern polici to determin if they are effect in improv health and well-being. agricultur is the foundat of civilization. surplu food enabl the growth of cities; citi led to nation and nation discov the scienc and technolog that allow popul to grow. but agricultur come with cost includ environment and ecosystem destruct and the emerg of zoonot diseases. antibiot are the foundat of modern medicine. but antibiot have come with cost too includ antimicrobi resist and potenti harm chang to human and anim microbiomes. thi interdisciplinari cours will cover divers subject such as basic epidemiolog public health public polici basic microbiolog food safeti and secur zoonot diseas sanit and hygien antimicrobi resist environment and ecosystem health and the nation and intern organ that overse health agricultur and the environment. diseas outbreak includ influenza q fever and ebola will be discussed. while the cours wa develop and record befor the covid-19 pandem the concept learn veri much appli to it. thi cours emphas holist not silo approach to health and disease.antibiot environment health anim health microbiolog infant mortal food secur antibiot antimicrobi contact trace public health life-sci public-health

blockchain basicsbeginnerthi first cours of the blockchain special provid a broad overview of the essenti concept of blockchain technolog � by initi explor the bitcoin protocol follow by the ethereum protocol � to lay the foundat necessari for develop applic and programming. you will be equip with the knowledg need to creat node on your person ethereum blockchain creat account unlock account mine transact transfer ether and check balances. you will learn about the decentr peer-to-p network an immut distribut ledger and the trust model that defin a blockchain. thi cours enabl you to explain basic compon of a blockchain transact block block header and the chain it oper verif valid and consensu model underli algorithm and essenti of trust hard fork and soft fork. content includ the hash and cryptographi foundat indispens to blockchain program which is the focu of two subsequ special cours smart contract and decentr applic dapps. you will work on a virtual machin imag specif creat for thi cours to build an ethereum test chain and oper on the chain. thi hands-on activ will help you understand the work of a blockchain it transact block and mining. main concept are deliv through video demo and hands-on exercises.smart contract bitcoin network bitcoin cryptographi hash cryptocurr blockchain ethereum proof-of-work system public-key cryptographi computer-sci software-develop

introduct and program with iot boardsbeginnerinternet of thing iot is an emerg area of inform and commun technolog ict involv mani disciplin of comput scienc and engin includ sensors/actu commun network server platform data analyt and smart applications. iot is consid to be an essenti part of the 4th industri revolut along with ai and big data. thi cours will be veri use to senior undergradu and graduat student as well as engin who are work in the industry. thi cours aim at introduc the gener concept and architectur of iot applic network technolog involv iot develop kit includ arduino raspberri pi samsung artik and how to program them. thi cours will be offer in english. subtitles/capt in both of english and korean will be also provided. iot internet of thing ?????? ?? ??? ??????? ?? ?? ??? ??/ ??? ?? ???? ?? ??? ??? ?? ??? ? ?? ????? ???? ??? ?????. iot? ???? ????? ?? 4?????? 3? ?? ?? ? ??? ???? ????. ? ??? ?? ???? ??? ?? ?? ?? 3-4?? ? ??????? ?? ??? ??? ??? ???????? ??? ? ?? ????. iot? ???? ???? ???????? ???? iot ??? ??? ? ?? ???? arduino raspberri pi? ????? artik ???? ?????. ? ??? ??? ???? ??? ?? ??? ?????.component-bas softwar engin arduino internet comput program person area network node-r softwar wireless raspberri pi internet of thing information-technolog cloud-comput

roman art and archaeologybeginnerth object of thi cours is to provid an overview of the cultur of ancient rome begin about 1000 bce and end with the so-cal "fall of rome". we will look at some of the key peopl who play a role in rome from the time of the king through the roman republ and the roman empire. we will also focu on the citi of rome itself as well as rome' expans through itali the mediterranean and beyond.greek mytholog archeolog histori scientif manag digniti conquest charisma art order pair art histori arts-and-human histori

commerci of innov activ resultsadvancedthi cours wa creat in the partnership with stpetersburg electrotechn univers etu �leti�. thi cours provid the basic knowledg of the patent law innov manag and basic market method in the sphere of intellectu activ results. the cours examin some issu relat to the assess of the technolog complet use the method lift and tame; assess of the commerci potenti of the intellectu activ result base on the business-plan method and due dilig strategi as well as the classic strategi and key practic of thi commercialisation. the cours aim at provid learner with the skill in the sphere of legal regul of the commercialis in the implement of the innov projects. the cours introduc learner to the basic terminolog examin the main approach to assess and implement of the project econom effici indicators. the issu are consid both from the point of potenti investor and the futur customer. the cours examin the key method of evalu the cost of the project and the product which is to be introduc to the market. upon complet of thi cours learner can solv a varieti of problem relat to the project manag in the sphere of commercialis of intellectu activ results.mast of scienc in project manag intellectu properti commerci microsoft project capit market technic feasibl research and develop intellectu capit manag scientif manag intellectu capit busi business-strategi

introduct to structur queri languag (sql)conversantin thi cours you'll walk through instal step for instal a text editor instal mamp or xampp or equival and creat a mysql database. you'll learn about singl tabl queri and the basic syntax of the sql languag as well as databas design with multipl tabl foreign key and the join operation. lastli you'll learn to model many-to-mani relationship like those need to repres user role and courses.phpmyadmin databas sql relat databas sql server mysql databas model model databas design leadership and manag computer-sci mobile-and-web-develop

convert controlintermediatethi cours can also be taken for academ credit as ecea 5702 part of cu boulder� master of scienc in electr engin degree. thi cours teach how to design a feedback system to control a switch converter. the equival circuit model deriv in the previou cours are extend to model small-sign ac variations. these model are then solv to find the import transfer function of the convert and it regul system. final the feedback loop is model analyz and design to meet requir such as output regul bandwidth and transient respons and reject of disturbances. upon complet of thi cours you will be abl to design and analyz the feedback system of switch regulators. thi cours assum prior complet of cours introduct to power electron and convert circuits.euler' totient function analysi approxim closed-form express power electron switch electr engin employ system dynam electron physical-science-and-engin electrical-engin

the effect of fire on peopl properti and the environmentbeginnerfir impact peopl properti and the environ in all countri around the world. in some case the result loss are extraordinari caus hundr of death widespread damag to properti and content and signific impact on the environment. more often fire may caus a singl casualti or affect a singl home though the effect are still highli signific to those affect and collect are substantial. thi cours will provid an overview of the challeng pose by fire as well as the fire safeti solut that are avail to meet those challenges.chem engin wood frame profession engin safeti beam robot safeti engin fire protect fire safeti fire protect engin fire suppress physical-science-and-engin environmental-science-and-sustain

charact setup and animationadvancedwelcom to charact setup and anim the fourth cours in the uniti certifi 3d artist special from uniti technologies. the cours in thi seri will help you prepar for the uniti certifi 3d artist exam the profession certif for entry- to mid-level uniti artists. 3d artist are critic to the uniti develop pipeline. they are a bridg between the programm write the applic code and the design or art director who defin the application� aesthet and style. in these cours you will be challeng to complet realist art implement task in uniti that are align to the topic cover on the exam. in cours 4 and 5 you will work on a sci-fi theme 3d adventur game. you�ll import asset and creat effect that are more stylish and cartooni than the realist kitchen in the previou courses. for thi cours you will first import the asset for the main charact then get her anim work with an anim controller. next you�ll creat a procedur camera to follow her movement use unity� cinemachin system. final you�ll learn how to use unity� collabor servic for effect version control and you�ll wrap up the cours with a peer review project. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti 3d artist or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi implement 3d art in unity. you should be profici at import asset into uniti from digit content creation dcc tool prototyp scene work with light and ad particl and effects. you should also have a basic understand of 2d asset manag anim and work with scripts. you should have experi in the full product develop lifecycl and understand multi-platform develop includ for xr ar and vr platforms.comput anim comput program desir project 3d model virtual camera system video game develop model upload autodesk maya computer-sci design-and-product

procur & sourc introductionbeginneraft a warm welcom to the global procur and sourc special i will provid a brief introduct to the special and it cours cover the follow -instructor biographi -who should take thi cours -flow of the cours follow the introduct the student will get the opportun to learn about some of the current challeng face procur and sourc profession today through read ten current articl rang from what is procur to how to collabor with suppliers. these articles/knowledg will be a foundat for later cours on how to use tool process and improv skill to address mani of these opportunities. there will be a brief assess true/fals of your knowledg gain from these articles.sourc contract manag suppli chain manag purchas manag analyt procur leadership and manag purchas suppli chain custom servic busi leadership-and-manag

intern busi capstoneadvancedth capston project is the culmin of the intern busi essenti specialis and bring togeth knowledg gain in the previou cours and appli thi to a real-world scenario. throughout the capston you�ll be taught new skill and will use the knowledg you have gain throughout the specialis to develop a busi plan. thi cours form part of a specialis from the univers of london design to help you develop and build the essenti busi academ and cultur skill necessari to succeed in intern busi or in further study. if complet success your certif from thi specialis can also be use as part of the applic process for the univers of london global mba programm particularli for earli career applicants. if you would like more inform about the global mba pleas visit https//mba.london.ac.uk/. thi cours is endors by cmicost plan price break-even consum behaviour organiz structur busi plan market econom break-even econom market segment busi business-essenti

bmc and start-up fund for early-stag start-upsbeginnerbi the end of thi 1-hour 40-minut project you will be abl to learn how to creat a busi model canva for your start-up idea. addit you will be abl to calcul how much money your start-up need as an investment. along the way you will learn some basic googl sheet skill that are need to help you in your start-up financi analysis. thi guid project is for beginn in the field of entrepreneurship especi the one who have not a busi academ background . it give the learner a simpl introduct about how to develop their start-up idea use the busi model canva tool. furthermor it equip entrepreneur with basic googl sheet skill fundament knowledg about calcul start-up fund need and the concept of depreci note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.averag project chart analysi plan entrepreneurship elementari mathemat financi analysi financ project manag busi entrepreneurship

six sigma principlesbeginnerthi cours is for you if you are look to learn more about six sigma or refresh your knowledg of the basic compon of six sigma and lean. six sigma skill are wide sought by employ both nation and internationally. these skill have been proven to help improv busi process and performance. thi cours will introduc you to the purpos of six sigma and it valu to an organization. you will learn about the basic principl of six sigma and lean. your instructor will introduc you to and have you appli some of the tool and metric that are critic compon of six sigma. thi cours will provid you with the basic knowledg of the principl role and respons of six sigma and lean. everi modul will includ read video and a quiz to help make sure you understand the materi and concept that are studied. you will also have the opportun to particip in discuss and peer review exercis to give you the opportun to appli the materi to your daili life. our appli curriculum is built around the latest handbook the certifi six sigma handbook 2nd edit and student will develop /learn the fundament of six sigma. registr includ onlin access to cours content project and resourc but doe not includ the companion text the certifi six sigma handbook 2nd edition. the companion text is not requir to complet the assignments. howev the text is a recogn handbook use by profession in the field. also it is a highli recommend text for those wish to move forward in six sigma and eventu gain certif from profession agenc such as american societi for qualiti asq.leadership and manag lean method lean six sigma process improv kanban process six sigma map principl trigonometr integr busi business-essenti

explor stock price with spark sqlbeginnerin thi 1-hour long project-bas cours you will learn how to interact with a spark cluster use jupyt notebook and how to start a spark application. you will learn how to util spark resisil distribut dataset and spark data frame to explor a dataset. we will load a dataset into our spark program and perform analysi on it by use action transform spark datafram api and spark sql. you will learn how to choos the best tool to use for each scenario. final you will learn to save your result in parquet tables.analysi sql stock statist analysi save project mine project gener statist interact apach spark data-sci data-analysi

design think for the greater good innov in the social sectorbeginnerdo you work for a nonprofit or in the social sector? are you struggl to solv the problem and meet the need of the peopl you serve? come learn more about how design think a human-cent approach to problem solv can help you truli understand an issu gener idea worth test and iter to find solut that make a real difference. through global stori from area as divers as govern health care and educ we�ll show you the tool techniqu and mindset need to use design think to uncov new and creativ solut in the social sector. the develop of thi cours wa support by the batten institut for entrepreneurship and innov at the univers of virginia' darden school of business. for more about the batten institut see http//www.darden.virginia.edu/batten-institute/ @batteninstitut @designatdardensoci entrepreneurship design think thought innov brainstorm innov manag storytel illustr autism agricultur social-sci educ

introduct to self-determin theori an approach to motiv develop and wellnessintermediateself-determin theori sdt is an empir base theori of motiv and psycholog develop that is especi focus on the basic psycholog need that promot high qualiti motiv and well and how they are support in social contexts. sdt detail how the style and strategi of motiv such as parent teacher coach manag and health-car profession can promot or undermin engag and the posit consequ that follow from it. in thi cours professor richard ryan co-found of the theori will provid an overview of sdt with special emphasi on how autonomi compet and related support and facilit behavior persist qualiti of relationship and healthi development process among other topics. he will also discuss the converg of behavior phenomenolog and neuropsycholog aspect of autonomi within sdt research. in addit he will illustr practic applic of sdt with emphasi on educ work sport healthcar and psychotherapi settings.mind coach psychotherapi mental health emot well-b parent motiv employe engag weight loss self-determin theori life-sci psycholog

career success projectbeginnerth purpos of the capston project in the career success special is for you to appli the method and techniqu you learn in the seri of cours to a person experi give you a way to commun your valu to potenti employers. you�ll focu your commun manag negoti problem solv busi write time manag financ entrepreneurship and project manag skill into a singl project that demonstr your career readiness. upon complet thi cours you will be abl to 1. appli the method techniqu and skill you have learn throughout the special to add valu everi day to your organ by effect gather synthes analyz and present inform 2. develop and hone your critic think skill as you evalu idea concept approach and assumpt to arriv at a practic yet innov solut to an organiz problem 3. learn to skill use a power strateg plan tool 4. effect commun inform idea problem and solut to senior-level decis makersswot analysi project career peer review account document busi write evalu write person advertis busi business-essenti

increas student buy in with googl slidesbeginnerbi the end of thi project you will have creat a student punchcard that will engag your student dure virtual learn or as a more engag way to encourag buy in dure classroom learning. teach is constantli evolving. as we learn more about our student we uncov new way to ensur that they are not just learn - they are thriving. use a punchcard will not onli provid your student with more choic and independ it will also provid your classroom with the procedur and process that can free up your teach time to focu on valuabl 1-on-1 or small group instruction. puchcard can also be a use tool for differenti student learning. let� get started! *you will need a free googl account for thi project.process a t.i.m.e. project account parent group instruct project mine choic teach util social-sci educ

two speed it how compani can surf the digit wave a bcg perspectiveadvancedtransform or disappear the darwin of it in order to adapt to a digit world a two-spe it is needed. despit the import of it in today� digit world chief inform offic cio often struggl to get their voic heard by execut committees. face with thi challeng it depart are be forc to reinvent themselv to adapt their compani to the fast pace evolut of technology. the boston consult group ha develop a busi approach that allow it to shed off it appear of a heavi cost center and to adopt a new more realist persona as a qualiti servic provid partner with user and the management. would you be a profession a student in engin a student in a busi school or would you just be interest in digit transform and it implic on it learn with three bcg expert whi and how to manag an it depart as a busi in order to transform a compani and adapt it to a digit world. join the convers #2speeditcustom relationship manag balanc sheet human resourc it servic manag speed up robust featur order pair run human learn busi partner workforc manag busi business-essenti

confront the big question highlight of modern astronomyintermediatean introduct to modern astronomy' most import questions. the four section of the cours are planet and life in the univers the life of star galaxi and their environ the histori of the universe. entri point hole solar system drake equat censu physic theori of rel death astronomi

introduct to unit test in jest - the fundamentalsbeginnerin thi 1-hour long project-bas cours on introduct to unit test in jest we will get to explor the anatomi of a jest unit test and begin write code and subsequ the test for that code use the jest framework. by follow thi cours we will demystifi unit test and understand how we can use them to write better code. we will get practis across the gener landscap of the jest framework to and see how we can use the cool tool provid to us by the awesom jest develop we will learn all about the syntax of a test gener rule common matcher and then start work with test in asynchron code and api fetch and then move on to mocking. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.appl program interfac write user comput regular express video game develop python program softwar test logic gate data type unit test computer-sci software-develop

dens gase liquid and solidsintermediatecours 4 of statist thermodynam address dens gase liquid and solids. as the densiti of a ga is increas intermolecular forc begin to affect behavior. for small departur from ideal ga behavior known as the dens ga limit one can estim the chang in properti use the concept of a configur integr a modif to the partit function. thi lead to the develop of equat of state that are expans in densiti from the ideal ga limit. inter molecular potenti energi function are introduc and it is explor how they impact p-v-t behavior. as the densiti is increas there is a transit to the liquid state. we explor whether thi transit is smooth or abrupt by examin the stabil of a thermodynam system to small perturbations. we then present a brief discuss regard the determin of the thermodynam properti of liquid use concept of the radial distribut function rdf and how the function relat to thermodynam properties. final we explor two simpl model of crystallin solids.fluid mechan chemistri statist mechan mechan engin integr student residu chemic engin physic molecular dynam energi physical-science-and-engin mechanical-engin

autom team commun with googl sheet and app scriptbeginnerin 2-hour long project-bas cours you will learn how to creat a project plan on googl sheet use color code condit format set up a dynam stakehold commun plan with formula autom email with googl app script util app script third parti libraries. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.googl app script project plan email leadership euler' totient function dynam html project manag author html busi business-strategi

perform network path and text analys in sa visual analyticsadvancedin thi cours you learn about the data structur need for network path and text analyt and how to creat network analysi path analysi and text analyt in sa visual analytics.analysi path variabl busi analyt text mine map analyt spss googl analyt data analysi network analysi data-sci data-analysi

cybersecur complianc framework & system administrationbeginnerthi cours give you the background need to understand the key cybersecur complianc and industri standards. thi knowledg will be import for you to learn no matter what cybersecur role you would like to acquir or have within an organization. you will learn the basic command for user and server administr as it relat to security. you will need thi skill to be abl to understand vulner within your organ oper systems. you will learn the concept of endpoint secur and patch management. both of these topic are import to keep system current to avoid cybersecur incid against an organization. final you will learn in depth skill around cryptographi and encrypt to understand how these concept affect softwar within a company. thi cours is intend for anyon who want to gain a basic understand of secur framework complianc endpoint manag encrypt or cryptographi or as the third cours in a seri of cours to gain the skill as a jr cybersecur analyst.encrypt digit signatur secur secur complianc secur manag hash iso/iec 27001:2013 cryptographi cyber secur standard signatur information-technolog secur

busi analyt execut overviewbeginnerbusi run on data and data offer littl valu without analytics. the abil to process data to make predict about the behavior of individu or market to diagnos system or situat or to prescrib action for peopl or process drive busi today. increasingli mani busi are strive to becom �data-driven� proactiv reli more on cold hard inform and sophist algorithm than upon the gut instinct or slow reaction of humans. thi cours will focu on understand key analyt concept and the breadth of analyt possibilities. togeth the class will explor dozen of real-world analyt problem and solut across most major industri and busi functions. the cours will also touch on analyt technolog architectur and role from busi intellig to data scienc and from data warehous to data lakes. and the cours will wrap up with a discuss of analyt trend and futures.data visual quantum comput busi analyt recruit analyt closed-form express chart busi intellig euler' totient function data wareh busi leadership-and-manag

explor beethoven' piano sonata part 5advancedwelcom to explor beethoven' piano sonata part 5! you�r join thousand of learner current enrol in the course. i'm excit to have you in the class and look forward to your contribut to the learn community. to begin i recommend take a few minut to explor the cours site. review the materi we�ll cover each week and preview the assign you�ll need to complet to pass the course. click discuss to see forum where you can discuss the cours materi with fellow student take the class. if you have question about cours content pleas post them in the forum to get help from other in the cours community. for technic problem with the coursera platform visit the learner help center. good luck as you get start and i hope you enjoy the course!piano flourish music chord signifi and signifi averag dialogu home secur anticip must arts-and-human histori

china� econom transform part 1 econom reform and growth in chinabeginnerin 1978 after nearli 30 year of socialist plan under mao zedong china wa one of the world� poorest countri saddl with an ineffici inward-look economy. today china is an upper-middl incom countri and the world� largest trade nation contribut more to global econom growth than ani other nation. how could such a remark transform take place? thi cours will examin in detail the reform that have contribut to china� econom develop and the current challeng face the chines economy. after complet thi cours you will be abl to - describ the origin and consequ of china� key econom reform sinc 1978; - explain how featur of china� fiscal and financi system have impact develop outcomes; - assess the extent to which china ha integr itself into the global economi and the consequ of such integr for china and other countries; - explain the import of differ sourc of econom growth dure differ period sinc 1978; and - critic assess the econom and polici challeng face china go forward. thi cours doe not offer certif at the moment. cours overview video https//youtu.be/ybkhpvwuoiwpolit scienc sourc financi system foreign direct invest trade economi financ bank global econom social-sci econom

relativismintermediaterelativ is an ancient philosoph doctrin which ha recur time and again in the histori of philosophy. it ha also transcend the boundari of that disciplin for it ha shape much of the methodolog in anthropolog and sociolog as well as in critic theori and literari studies. while often advoc for it suppos toler of differ relativ ha profound consequ for how we think of realiti for the possibl of knowledg both in the factual and in the moral domain and may engend the practic of doubl standard. if a wind is hot for me and cold for you and none of us is at fault doe thi mean that realiti is alway perspectiv or that it admit of contradictori descriptions? if a belief turn out to be justifi when evalu within a certain epistem system such as religion for instanc while it turn out to be unjustifi if assess from within a differ one scienc say doe relativ undermin the veri possibl of knowledge? if an action can be moral permiss within an ethic system and not so within a differ one doe that challeng the idea that there are moral truth and moral progress? these are some of the question we will engag in dure the cours while consid exampl taken from the histori of scienc such as the bellarmine-galileo disput and from everyday life. thi cours is aim at anyon who is interest in learn more about philosophi along with those who are look for strategi to combat extrem in their communities. use these approach no matter what your skill level in topic you would like to master you can chang your think and chang your life. in thi cours learner will explor the concept of relativ discuss the role of relativ in contemporari societi identifi common respons to relativ compare/contrast variou form of relativ recogn how epistem relativ can be use to explain import event in the histori of scienc and crucial discoveri in anthropolog creat a present with your person perspect on one of the form of relativismcaus denial ethic sociolog religion rel chang and differ philosophi anthropolog skeptic climat chang skeptic and denial arts-and-human philosophi

cross-bord road transport in eu law contextadvancedhav you ever wonder which legal rule are applic to cross-bord eu road transport? are you interest in the issu revolv around eu employ law in the intern road transport sector? then on behalf of the univers of antwerp erasmu univers rotterdam univers of gda?sk univers of luxembourg and tilburg univers we would like to welcom you to thi mooc on cross-bord road transport in eu law context. thi mooc is a part of the erasmu + project fund by the european commission. in thi mooc you will not onli learn what the current legal framework is but also how it is appli in the road transport sector. after particip in thi mooc you will be abl to 1. describ the basic of the process of european integr in the light of the affirm of the four fundament freedom of the eu european framework on privat intern law the post of worker social secur coordin and social dialogue. 2. understand the interplay between treati provis and secondari sourc in the relev fields. 3. understand the friction between the rational underneath the legal provis that govern eu social polici and labour law. 4. analys the most relev case law of the european court of justic with an impact on the right of intern road transport workers. 5. familiaris with offici document of the eu institut and with academ and other relev literatur in thi field. 6. use where relev the implement of eu rule by member states. 7. solv case deal with the implement of the applic legal provisions. we are offer you knowledg clip memoranda that contain in-depth legal inform on the differ key topic recommend read and case law. next to that after each modul you could test your acquir knowledg by take a multipl choic test. in the end of thi cours you will be abl to appli everyth you have learn in a practic manner by solv our sampl guid case that resembl a real life scenario which challeng you to deal with everyday' problem face in the cross-bord road transport by practition in the field. by particip in thi mooc you will find answer to the follow question 1. which of the four fundament freedom is applicable? 2. which court ha jurisdict over a labour disput and which law govern the cross-bord employ relation? 3. how to appli and enforc the rule stem from the post of worker directive? 4. which social secur system is applic and which social secur institut is compet to levi the social secur contributions? 5. what is the role of social partner in the cross-bord road transport? in the end it all make sense! so let' go down thi road together. buckl up!intern law secur fundrais transport law rel chang and differ intern level play field principl facilit social-sci law

program mobil applic for android handheld system part 1intermediatethi cours introduc you to the design and implement of android applic for mobil devices. you will develop an app from scratch assum a basic knowledg of java and learn how to set up android studio work with variou activ and creat simpl user interfac to make your app run smoothly.us interfac softwar comput program lectur mobil app android develop mobil develop softwar engin html android studio computer-sci mobile-and-web-develop

understand prostat cancerbeginnerwelcom to understand prostat cancer. my name is ken pienta professor of urolog and oncolog at the john hopkin school of medicine. i have been studi prostat cancer and treat patient with prostat cancer for over 25 years. over 1 000 000 men worldwid and 230 000 men in the unit state are diagnos with prostat cancer everi year. three hundr thousand men worldwid and 30 000 men in the us are die from prostat cancer everi year. as peopl live longer the incid of prostat cancer is rise worldwid and prostat cancer continu to be a major health problem. thank to year of dedic and commit to research we�v made enorm advanc in the treatment of prostat cancer but there is still a lot of work to be done. in thi understand prostat cancer cours i will provid an introduct to the biolog of prostat cancer as well as how it is identifi and treat at variou stage of the disease. i'v put togeth thi cours in order to introduc you to the essenti of prostat cancer. by the time you finish thi cours you'll be abl to ?\tdefin risk factor for prostat cancer ?\tunderstand current prostat cancer screen guidelin ?\tunderstand prostat cancer stage ?\tunderstand treatment for local prostat cancer ?\tunderstand treatment for advanc prostat cancer ?\tunderstand treatment to allevi the symptom caus by prostat cancer thi understand prostat cancer cours should be help to anyon who want to develop a deeper understand of prostat cancer biolog and treatment. it should be use to student who are interest in a deeper understand of the scienc of cancer. it should also be help to health care provid data manag and educ who wish to develop a better understand of prostat cancer and how it affect individuals. the cours is not design for patient seek treatment guidance. for those of you who might be think about a career in cancer research or patient care i hope thi cours will inspir you to pursu that path! the cours is divid into five modul organ to facilit learning. i'm glad that you decid to join thi course. i hope that you will develop a basic understand of prostat cancer. i hope that it will help you in whatev field you work. if you are a student i hope that what you learn here will help you begin a career in cancer biolog research and contribut to the worldwid effort to save lives.canc benign prostat hyperplasia therapi erectil dysfunct biolog prostat cancer screen prostat radiat therapi chemotherapi cancer biolog life-sci patient-car

introduct to financi marketsbeginnerlearn the gener concept of financi market and economy. you will see the differ between primari and secondari market and learn about market for differ products. you will also look at variou econom indic and their influenc on the markets. after complet thi cours you will have a much stronger background of financi market and readi to go to the next stage in the specialization. thi cours is design to help student with veri littl or no financ background to learn the basic of investments.fin financi market trade invest bond market market econom stock econom stock market foreign exchang market busi financ

foundat of intern psychiatryadvancedwhat are some of the skill requir when interview patients? what inform is requir when take a patient histori or complet a mental state examination? these are just some of the question you'll seek answer to as you work through the cours material. mental health is an import public issu across the world and the role of the psychiatrist is crucial in help to address these. thi cours aim to give you a more nuanc understand of the role of a psychiatrist develop clinic skill and therapeut relationships. understand the impact of mental ill in societi and ethic in medicin are some of the key theme central to thi course. thi cours is design to provid essenti background knowledg and practic skill that appli to ani mental health clinic setting.ment state mental health psychiatr histori psychiatri obsess compuls disord biopsychosoci model mental health profession patient psychotherapi mental ill life-sci basic-sci

linear regress with numpi and pythonbeginnerwelcom to thi project-bas cours on linear regress with numpi and python. in thi project you will do all the machin learn without use ani of the popular machin learn librari such as scikit-learn and statsmodels. the aim of thi project and is to implement all the machineri includ gradient descent and linear regress of the variou learn algorithm yourself so you have a deeper understand of the fundamentals. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt numpi and seaborn pre-installed.matplotlib machin learn linear gradient comput program numpi gradient descent linear regress python program regress data-sci machine-learn

appli data analyt in marketingadvancedthi cours introduc student to the scienc of busi analyt while cast a keen eye toward the art use of number found in the digit space. the goal is to provid busi and manag with the foundat need to appli data analyt to real-world challeng they confront daili in their profession lives. student will learn to identifi the ideal analyt tool for their specif needs; understand valid and reliabl way to collect analyz and visual data; and util data in decis make for their agenc organ or clients.data analysi analyt advertis a/b test conjoint analysi analysi rel chang and differ market analysi market market strategi busi leadership-and-manag

just read and write english 2advanceddo you want to read and write better in english? welcom to our course. the cours consist of 6 unit with differ topic educ manner person commun purpos of live cultur studi life science. from thi cours you will have a good knowledg of intermedi english read and write skills. we invit you to learn with our teacher and friend from differ countri in the videos. are you ready? let� go!project commun tutor english grammar cultur edit person advertis listen educ english languag language-learn learning-english

gender and sexual divers and inclus in the workplacebeginnerwhat is sex? what is gender? what is sexuality? what do we mean by lgbtqia? how are these concept relat to the workplace? how have our understand of these term chang over time and how have these chang impact work and culture? to help you answer these import question thi cours will introduc you to the excit field of gender sexual and women' studi and to lgbtqia identities. we will use a rang of interdisciplinari concept tool and method to understand and analyz how ident shape our experi in cultur and in the workplace. becaus we all live with gender expect thi cours is crucial for ani profess and for understand the world around us. also you will learn key concept that will help you to interpret and understand the world we share.lgbtq psycholog oppress human sexual discrimin law sexual harass lgbt sex lgbt sex educ sexual life-sci psycholog

effect commun in the globalis workplac - the capstoneadvancedth capston project for thi specialis requir you to demonstr your understand of the cours and integr the knowledg and skill learn in real workplac scenarios. in particular you will be given a choic of a few project base on scenario and case studi drawn from differ workplaces. the project outcom is a handbook or a practic guid which could be a blend of text and multi-media. in complet the project you will be requir to use and/or collect relev primari data from peopl in the workplac through email face-to-fac chat skype discuss and incorpor the data into the handbook/guid as support. in addit there will be a compon on critic reflect on your learn journey. the capston project is to be complet within six weeks. evalu will be done via a combin of peer and tutor assessment.project augment assign workplac commun tutor interpret multimedia strategi cross-cultur commun commun write personal-develop personal-develop

googl cloud product fundamentalsbeginnerthi cours build on the busi transform with googl cloud cours by take you on a journey into the technolog len of an organization' transformation. specif we'll explain how an organ can achiev digit transform use googl cloud' technolog through the follow categori modern it it infrastructur upgrad the way in which it team develop applic that run a busi how it can leverag machin learn and artifici intellig to build new valu how use cloud-bas product tool like gsuit are essenti to the way work get done and understand the cost manag opportun and challeng that come with a chang cloud-bas it infrastructure. throughout the cours we'll explain core concept such as comput applic secur api databas and their role in digit transformation. you'll also learn about specif exampl where differ cloud technolog ha been use and the benefit they'v creat for individu and compani globally. more importantli we'll equip you with the knowledg you'll need to either lead or influenc digit transform project collabor with the right stakeholders.cost cultur googl cloud platform cloud platform multicloud applic develop collabor train total cost of ownership cloud comput busi business-strategi

aw fundament build serverless applicationsbeginnerthi cours will introduc you to amazon web servic aw serverless architecture. through demonstr and hands-on exercis you'll learn skill in build and deploy serverless solutions. use real-world exampl of a serverless websit and chat bot you'll build upon your exist knowledg of the aw cloud to take advantag of the benefit of modern architectur for greater agil innov and lower total cost of ownership across a rang of aw servic includ aw lambda amazon api gateway amazon dynamodb and amazon lex. in thi cours you'll have the option to complet hands-on exercises. we strongli suggest you take advantag of the aw free tier to follow the lab exercis provid by throughout the course. be awar that ani servic use outsid of the free tier may result in you incur charg through your aw account. class forum will also allow you to ask question and interact with aw train instructors. after complet thi cours you'll have the knowledg and skill to build serverless solut on aws. thi cours ha been develop by aw and is deliv by aw technic instructor who teach cloud comput cours around the globe.amazon web servic serverless comput amazon cloudfront continu integr web servic applic program interfac cloud comput lexic analysi web amazon dynamodb information-technolog cloud-comput

engin health introduct to yoga and physiologybeginnerthi cours give you access to an explor of physiolog system from the perspect of overal health and wellness. in particular a focu on yoga medit and mind as a therapeut intervent in chronic ill and long term treatment. thi cours is intend for yoga practition and teacher as well as colleg student and medic practition look for a deeper understand of the physiolog benefit of yoga. the valu of take thi cours is to understand the impact that yoga can have on reduc stress and aid in heal or prevent physiolog pathologies. throughout thi cours we will learn about differ physiolog system and highlight yoga practic that can influenc differ system and reduc pathology. read materi will includ analysi of scientif studi that have success util yoga practic as a tool for treatment of variou ill such as hypertens stress diabet insomnia chronic pain and ptsd. in order to understand these condit lectur will provid a complet understand of the correl physiolog system. the weekli cours assign will includ physiolog lectur a weekli yoga practic suggest read and option discuss for a total of 3-5 hour per week. the cours will provid a tremend amount of inform and hand on experi for those interest in altern health perspect and a more in depth scientif understand of thi ancient heal method.medit physiolog mind postur stress manag musculoskelet system exercis stress muscl contract lymphat system life-sci basic-sci

ibm custom engag specialist profession certificateadvancedther are a grow number of excit well-pay job in today� tech industri that do not requir a tradit colleg degree. and one of the hottest area with high demand is in it custom servic and support. it' a perfect entri point to start your career in it with a multitud of job open rang from onsit or remot help desk work to custom care or client support. we can help you get there with the ibm custom engag specialist certif program. we will help you to build the knowledg and develop the skill need to be a success custom engag specialist � commun skill which focu on clear concis commun and listening. � appropri empathet behavior such as such as patienc curios and willing to help. � problem solv to research an issu and help determin an appropri resolution. � process adher to ensur the proper flow and servic level agreement are met. the cours is divid into 4 modul and you will be assess and award badg along the way! earn the ibm soft skill badg after complet the commun skill and person modul and the ibm call manag badg after complet the problem solv and process control modules. the cours also includ interact train includ lab to reinforc all of the compon above. at the conclus of the cours you will receiv an email notif from acclaim with instruct for claim the badge. upon accept your badg it will be necessari to creat a user account on acclaim where you will have the abil to manag your badg opt-in to other commun and featur as well as take advantag of featur allow you to share your badg to social media and other destinations. want to see if thi is a good career fit for you? ibm is collabor with myinnergeniu one of the world' lead assess compani to help you find out which career in it you will love -- career that are a great match for you -- regardless of your educ or experi -- even if you�v never consid a role in it. in less than an hour you will receiv target recommend for hot role where you will excel and everyth you need to get started. you can even earn ibm digit badg to show the world your skills! find out more http//ibm.myinnergenius.com/custom servic custom support activ listen process commun leadership and manag process manag custom engag time manag problem solv information-technolog support-and-oper

time valu of moneyintermediatethi cours is an introduct to time valu of money tvm and decision-mak to help you understand the basic of finance. thi cours is part of a special titl �foundat financ for strateg decision-making� and is help if you are interest in appli to an mba degre program or learn the foundat of financ to be more effect in your career. thi cours is appli and problem-bas with assign that are intent introductori and simpler than real-world applic you will confront when make day-to-day financi decis and in more advanc courses.person financ financ futur valu perpetu interest person advertis present valu annuiti trade loan busi financ

build data visual toolsbeginnerth data scienc revolut ha produc ream of new data from a wide varieti of new sources. these new dataset are be use to answer new question in way never befor conceived. visual remain one of the most power way draw conclus from data but the influx of new data type requir the develop of new visual techniqu and build blocks. thi cours provid you with the skill for creat those new visual build blocks. we focu on the ggplot2 framework and describ how to use and extend the system to suit the specif need of your organ or team. upon complet thi cours learner will be abl to build the tool need to visual a wide varieti of data type and will have the fundament need to address new data type as they come about.scatt plot graphic model r program map data visual interact ggplot2 map comput graphic euler' totient function data-sci data-analysi

gi data format design and qualityadvancedin thi cours the second in the geograph inform system gi special you will go in-depth with common data type such as raster and vector data structur qualiti and storag dure four week-long modul week 1 learn about data model and format includ a full understand of vector data and raster concepts. you will also learn about the implic of a data� scale and how to load layer from web services. week 2 creat a vector data model by use vector attribut tabl write queri string defin queri and ad and calcul fields. you'll also learn how to creat new data through the process of digit and you'll use the built-in editor tool in arcgis. week 3 learn about common data storag mechan within gi includ geodatabas and shapefiles. learn how to choos between them for your project and how to optim them for speed and size. you'll also work with raster for the first time use digit elev model and creat slope and distanc analysi products. week 4 explor dataset and assess them for qualiti and uncertainty. you will also learn how to bring your map and data to the internet and creat web map quickli with arcgi online. take gi data format design and qualiti as a standalon cours or as part of the geograph inform system gi specialization. you should have equival experi to complet the first cours in thi special fundament of gi befor take thi course. by complet the second class in the special you will gain the skill need to succeed in the full program.arcgi geograph inform system analysi spatial analysi spatial data analysi data analysi gener statist data manag map leadership and manag physical-science-and-engin environmental-science-and-sustain

creat your first autom script use selenium and javabeginner�selenium autom browser that� it. what you do with that power is up to you.� selenium is the most wide use ui autom tool to test web applications. by the end of thi one-hour project-bas cours you will learn the basic of the selenium autom test tool. through hands-on practic experi you will go through concept like use the eclips ide creat a new project hands-on with commonli use selenium command interact with common element of a web applic like textbox radio button normal buttons.java softwar platform project web radio button qa & ux manag selenium softwar test autom selenium softwar test bash unix shell computer-sci software-develop

verb tens and passivesintermediatethi is the first cours in the learn english advanc grammar and punctuat specialty. in thi cours you will review the verb tens that you learn in begin english class and learn about a few tens you may not know veri well. in all you'll cover all 12 of the english verb tens and passiv verb forms. most importantli you'll learn how to blend these tens which is what nativ speaker frequent do. thi cours is vital to your becom a more fluent english speaker. pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.academ write english languag write perfect tens punctuat translat edit languag english grammar grammar language-learn learning-english

git for develop use githubbeginnerthi cours will give you a first look at use git to manag your code' version control as well as offer an introduct to access the github tool you'll need as a beginner. develop need version control and git is an industri standard. github' abil to make a repositori easili access to a distribut team as well as it support for agil develop make it a valuabl tool for everi developer' toolbox. by the end of thi project you will creat a github-host repositori fork from an open-sourc project and start a github repositori of your own. you'll learn about fork and clone project creat branch to work on a repositori in your develop environ push your chang revert chang and keep commit clean. with thi introduct you'll be one step closer to master the tool everi develop need to creat a new app a fork of a favorit tool or the next big project. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project distribut version control fork system call softwar edit git softwar repurchas agreement python program comput program github computer-sci software-develop

machin learn regressionbeginnercas studi - predict hous price in our first case studi predict hous price you will creat model that predict a continu valu price from input featur squar footag number of bedroom and bathroom .... thi is just one of the mani place where regress can be applied. other applic rang from predict health outcom in medicin stock price in financ and power usag in high-perform comput to analyz which regul are import for gene expression. in thi cours you will explor regular linear regress model for the task of predict and featur selection. you will be abl to handl veri larg set of featur and select between model of variou complexity. you will also analyz the impact of aspect of your data -- such as outlier -- on your select model and predictions. to fit these model you will implement optim algorithm that scale to larg datasets. learn outcom by the end of thi cours you will be abl to -describ the input and output of a regress model. -compar and contrast bia and varianc when model data. -estim model paramet use optim algorithms. -tune paramet with cross validation. -analyz the perform of the model. -describ the notion of sparsiti and how lasso lead to spars solutions. -deploy method to select between models. -exploit the model to form predictions. -build a regress model to predict price use a hous dataset. -implement these techniqu in python.regress gener statist lasso statist algorithm analysi regress analysi ridg regress linear regress linear lasso program languag data-sci machine-learn

schizophreniabeginnerth main goal of thi class are to gain an introductori exposur to the natur of the psychiatr disord known as schizophrenia as reveal by the scientif method. we will discuss a broad rang of find from the scientif investig of biolog and psycholog factor relat to schizophrenia and it treatment. more specif we will learn about 1 key symptomat featur through discuss and enact of interview with actor portray mani of the cardin featur of the ill 2 what brain imag studi mri and fmri and neurochemistri have taught us about the neurosci of the disord 3 scientif psycholog data and theori concern cognit emot and behavior in schizophrenia and 4 current evidence-bas somat and psychosoci approach to treatment. a brief histor overview of the recent emerg of the psychiatr categori of schizophrenia will be present as well.symptom histori psycholog therapi psycholog social cognit psychotherapi schizophrenia neurosci psychiatri life-sci psycholog

relationship managementbeginnerto be a success engin you must work and play well with others. thi cours focus on develop the skill you will need to build and sustain profession relationship and networks. learn to coach and mentor other manag conflict and build power and influenc in the workplace.act listen emot intellig interperson conflict counsel leadership and manag strategi commun leadership custom relationship manag coach busi leadership-and-manag

busi russian communication. part 2advancedrussian is consid to be one of the most difficult languag in the world and mani learner struggl to master it grammar and pronunciation. thi cours is aim at those who want to work in russia do busi with russian partner or studi on business-rel major in russian. in three unit of thi intens cours learner are go to find out how to maintain phone convers with russian partner and what speech clich� can be use hope to pan and arrang an appoint and how to discuss business-rel topic over email. the cours is the second part of busi russian commun seri offer by st petersburg state university. thi part introduc such grammar topic as revis of reflex verb conjug of verb ????/????? ??????????/????????? ????????/???????? and mani other the use of pair prefix with verb of motion the use of numer in time and date expressions. learner can practic their skill and test themselv in grammar quiz section. the cours provid extens vocabulari with more than 200 new word and convers phrase which learner can use in their everyday commun on profession or inform topics. each unit of the cours contain dialogu which are extrem use for those who want to listen to origin russian speech and get use to the pace and inton of russian language. script audio and exercis are provid for all dialogu of the course. in the end of the cours learner will have a chanc to use the materi leant and assess their progress while prepar the final assignment. thi cours is aim at those who alreadi achiev a2-a2+ level in russian.commun order pair listen plan c dynam memori alloc entri point email stress russian write language-learn other-languag

digit footprintconversantif i googl you what would i find? as we move around the onlin world we leav track and trace of our activ all the time social media account tag imag profession presenc scrap of text but also mani artefact we don't alway realis we are leav behind or that other leav about us. in thi cours you will hear from a rang of expert and you will have an opportun to explor and reflect on your own onlin track and trace to understand whi your digit footprint is important. we will introduc you to some of the tool and approach to effect manag your onlin presenc or digit footprint. the cours will focu on the differ dimens of a digit footprint includ develop an effect onlin presenc manag your privaci creat opportun for network balanc and manag profession and person presenc eprofessionalism. by the end of thi cours mooc you should be equip to ensur that your digit footprint work for you whether you want to be more privat onlin or are look to creat a more effect and impact presence. you can also join the convers on twitter use the hashtag #dfmooc and follow us @dfmooc we hope you enjoy the course!footprint privaci averag choic death digit footprint social media digit forens forens psycholog forens scienc personal-develop personal-develop

support vector machin in python from start to finishbeginnerin thi lesson we will built thi support vector machin for classif use scikit-learn and the radial basi function rbf kernel. our train data set contain continu and categor data from the uci machin learn repositori to predict whether or not a patient ha heart disease. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with e.g. python jupyt and tensorflow pre-installed. prerequisit in order to be success in thi project you should be familiar with program in python and the concept behind support vector machin the radial basi function regular cross valid and confus matrices. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.human error assess and reduct techniqu tensorflow machin learn test set support vector machin mathemat optim categor data statist classif scikit-learn python program data-sci data-analysi

predict hous price with regress use tensorflowbeginnerin thi 2-hour long project-bas cours you will learn the basic of use kera with tensorflow as it backend and you will learn to use it to solv a basic regress problem. by the end of thi project you will have creat train and evalu a neural network model that after the train will be abl to predict hous price with a high degre of accuracy. note - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.r program regress analysi regress deep learn python program machin learn artifici neural network kera tensorflow analysi data-sci machine-learn

fundament of sale and market with goldman sach 10 000 womenbeginnerthi cours is one of 10 cours avail in the goldman sach 10 000 women collect design for entrepreneur readi to take their busi to the next level. thi cours will support you to develop your market plan and strengthen your brand as your busi grows. you will explor a rang of use tool and metric to measur success in the context of your own busi growth. you will gain a clear and comprehens understand of the market and sale cycle. you will use thi cycl as a foundat to develop your market and sale plans. by the end of thi cours you will understand how to identifi the right market tool to reach your target custom and how an effect market plan can convert into sale and revenu for your business. the 10 000 women cours collect offer a truli flexibl onlin learn experience. you have the freedom to approach the program in ani way that work for you � take ani cours or combin of cours to tailor your learn journey to your individu busi growth needs. if you choos to take all 10 cours you will explor all the key element of your busi and develop a thorough plan for your business� growth. find out more about the goldman sach 10 000 women collect in the faqs.market digit market sale effect brand market sale market segment sale cycl market strategi sale strategi strategi busi entrepreneurship

how to design a space-sav tabl use sketchupbeginnerin thi 1h 30 minut long project-bas cours you will learn how to get inspir and gener new idea turn your idea into full concept as well as visual your product use sketch up note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.product design render comput graphic i-dea system design design think graphic design architectur design project comput graphic sketchup computer-sci design-and-product

soul belief caus and consequ - unit 1 histor foundationsbeginnerthroughout histori the vast major of peopl around the globe have believ they have howev defin a �soul.� while the question of whether the soul exist cannot be answer by scienc what we can studi are the caus and consequ of variou belief about the soul and it prospect of surviv the death of the body. whi are soul and afterlif belief so common in human history? are there adapt advantag to assum soul exist? are there brain structur that have been shape by environment pressur that provid the foundat of body/mind dualism that is such a promin featur of mani religions? how do these belief shape the worldview of differ cultur and our collect lives? what is the role of compet afterlif belief in religion scienc polit and war? thi cours explor sever facet of thi rel unexplor but profoundli import aspect of human thought and behavior. the cours consist mainli of 70 to 80 minut lectur typic broken up into 3 segment record from a cours offer by rutger univers school of art and sciences. these video includ slide and some embed video clips. most lectur are accompani by slide use dure the lectur also includ recommend read assign which may provid addit opportun to reflect on your studies. due to the lengthi of thi class and natur progress the onlin cours ha been separ into 3 unit thi is unit 1.euler' totient function leap of faith astrolog i-dea religion psych spiritu darwin' danger idea knowledg of human natur faith social-sci governance-and-societi

just read and write english 1intermediatedo you want to commun with english speaker fluently? welcom to our course. the cours consist of 6 unit with differ topic feel stay healthi learn univers cultur differ and cities. from thi cours you will have a good knowledg of primari english read and write skill in your daili life. we invit you to learn with our teacher and friend from differ countri in the video such as the unit state the unit kingdom ireland canada australia and columbia. are you ready? let� go!emot human learn comfort english grammar mental health exercis dream tutor english languag stress language-learn learning-english

python and statist for financi analysisadvancedcours overview https//youtu.be/jgfv5qzayno python is now becom the number 1 program languag for data science. due to python� simplic and high readabl it is gain it import in the financi industry. the cours combin both python code and statist concept and appli into analyz financi data such as stock data. by the end of the cours you can achiev the follow use python - import pre-process save and visual financi data into panda datafram - manipul the exist financi data by gener new variabl use multipl column - recal and appli the import statist concept random variabl frequenc distribut popul and sampl confid interv linear regress etc. into financi context - build a trade model use multipl linear regress model - evalu the perform of the trade model use differ invest indic jupyt notebook environ is configur in the cours platform for practic python code without instal ani client applications.data analysi python program financi model analysi financ trade gener statist comput program statist analysi financi analysi busi financ

gi data acquisit and map designadvancedin thi cours you will learn how to find gi data for your own project and how to creat a well-design map that effect commun your message. the first section focus on the basic build block of gi data so that you know what type of gi file exist and the implic of choos one type over another. next we'll discuss metadata which is inform about a data set so you know how to evalu a data set befor you decid to use it as well as prepar data by merg and clip file as needed. we'll then talk about how to take non-gi data such as a list of address and convert it into "mappable" data use geocoding. final you'll learn about how to take data that you have found and design a map use cartograph principles. in the cours project you will find your own data and creat your own quantit map. note softwar is not provid for thi course.map data acquisit geograph inform system choropleth map arcgi data dictionari map merger & acquisit spatial databas metadata physical-science-and-engin environmental-science-and-sustain

collabor robot safeti design & deploymentbeginnera robot evolv and increasingli interact with human enhanc the safeti of personnel work with these �collabor robots� cobot is vital. thi cours equip you to assess the safeti of a collabor robot workcel and prevent the chanc of injuri or harm. it impart industry-endors safeti standard technic report recommend and best practic from the intern organ for standard iso robot industri associ ria and occup safeti and health administr osha. learner are introduc to similar and differ between tradit robot cobot and convent machineri befor delv into risk assess caus of robot accid and collabor applications. materi also includ key design techniqu for reduc collis forc and a methodolog for safeti testing. main concept are deliv through video demo and hands-on exercises. to learn more pleas watch the overview video by copi and past the follow link into your web browser https//www.youtube.com/watch?v=j-nu710wjm0.accid servic robot spot weld weld collabor robot safeti chemic engin measur occup safeti and health administr physical-science-and-engin mechanical-engin

foundat of teach for learn plan for teach and learningintermediateth foundat of teach for learn programm is for anyon who is teach or who would like to teach in ani subject and ani context - be it at school at home or in the workplace. with dynam lesson taught by establish and respect profession from across the commonwealth thi eight cours programm will see you develop and strengthen your skill in teach profession assess and more. as you carri on through the programm you will find yourself strengthen not onli your skill but your connect with colleagu across the globe. a profession develop opportun not to be missed. thi cours will help you consid how to develop appropri learn goal for individu and group of students. you will learn how to plan learn activ to engag your student in way that will achiev these goals. enhanc your cours by join the commonwealth teach commun on our websit facebook and twitter.child develop assess for learn teach adult educ train and develop educ learn to learn earli human develop adolesc human develop social-sci educ

set up googl analyt for a singl page websitebeginnerin thi 1-hour long project-bas cours you will learn how to set up googl analyt for web site and particularli for single-pag web applications/websites. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web entrepreneurship track analyt googl analyt data analysi account person workaround web analyt busi market

capston creat valu from open dataadvancedth capston project is an individu assignment. particip decid the theme they want to explor and defin the issu they want to solve. their �play field� should provid data from variou sector such as farm and nutrit cultur economi and employ educ & research intern & europ hous sustain develop & energi health & social societi territori & transport. particip are encourag to mix the differ field and leverag the exist inform with other properli sourc open data sets. deliver 1 is the preliminari prepar and problem qualif step. the object is to defin the what whi & how. what issu do we want to solve? whi doe it promis valu for public author compani citizens? how do we want to explor the provid data? for deliver 2 the particip need to present the intermediari output and adjust to the analysi framework. the object is to confirm the how and the relev of the first results. final with deliver 3 the particip need to present the final output and the valu case. the object is to confirm the why. whi will it creat valu for public author compani and citizens. assess and grade the particip will present their result to their peer on a regular basis. an evalu framework will be provid for the particip to assess the qualiti of each other� deliverables.p review receiv feed uri scheme strateg partnership intermediari busi analysi deliver accentur busi analyt cultur busi business-strategi

invest risk managementbeginnerbi the end of the project you will learn how to quantifi risk-to-reward use treynor ratio and calcul the valu at risk for invest portfolio. attent to take thi cours it is requir that you are familiar basic financi risk manag concepts. you can gain them by take the guid project compar stock return with googl sheets. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. thi course' content is not intend to be invest advic and doe not constitut an offer to perform ani oper in the regul or unregul financi marketfin portfolio financ valu at risk project risk financi risk manag leadership and manag invest risk manag financi risk busi financ

cryptographyadvancedthi cours will introduc you to the foundat of modern cryptographi with an eye toward practic applications.messag authent number spreadsheet hash digit signatur encrypt public-key cryptographi authent signatur cryptographi number theori computer-sci computer-security-and-network

quick resumecr with javascriptadvancedthi project is for peopl who are interest in learn how javascript work how it take data from a plain html form and use it to output anoth html document. the project is simpl and easi to learn and ha been explain veri thoroughli so that basic learner can come up with a use and fun product. learner can later use the techniqu learnt in thi process to output ani html form and also learn to use simpl javascript. no prior experi with javascript is requir though some familiar with html and css is helpful. the end product is a cool and quick resum creator that anyon can use to whip up a resum download it and use on their job hunt!javascript web develop leadership and manag web page web document internet project network html project computer-sci mobile-and-web-develop

particl dynamicsbeginnerthi cours teach dynam one of the basic mechan subject of mechan engineering. student would be abl to organ their knowledg about forc and motion work-energi impulse-momentum in view of newton' 2nd law and it integr over time and displacement. the engin dynam consist of two part particl dynam and rigid bodi dynamics. thi is the first part of the dynam particl dynam class will consist of lectur video which are about 15 min length or a bit longer. these contain a coupl of practic problem solving. there will also be standalon homework that are not part of video lectur and a final exam.law mechan engin integr angular physic linear flow network energi chemistri lectur physical-science-and-engin mechanical-engin

quantit formal model and worst-cas perform analysisadvancedwelcom to quantit formal model and worst-cas perform analysis. in thi cours you will learn about model and solv perform problem in a fashion popular in theoret comput scienc and gener train your abstract think skills. after finish thi cours you have learn to think about the behavior of system in term of token product and consumpt and you are abl to formal thi think mathemat in term of prefix order and count functions. you have learn about petri-net about time and about schedul of token consumption/product system and for the special class of petri-net known as single-r dataflow graph you will know how to perform a worst-cas analysi of basic perform metric like throughput latenc and buffering. disclaim as you will notic there is an abund of small exampl in thi cours but at first sight there are not mani industri size system be discussed. the reason for thi is two-fold. firstli it is not my intent to teach you perform analysi skill up to the level of what you will need in industry. rather i would like to teach you to think about model and perform analysi in gener and abstract term becaus that is what you will need to do whenev you encount ani perform analysi problem in the future. after all abstract think is the most rever skill requir for ani academic-level job in ani engin disciplin and if you are abl to phrase your problem mathemat it will becom easier for you to spot mistak to commun your idea with other and you have alreadi made a big step toward actual solv the problem. secondli although dataflow techniqu are applic and be use in industri the subclass of single-r dataflow is too restrict to be of practic use in larg model examples. the analysi principl of other dataflow techniqu howev are all base on single-r dataflow. so thi cours is a good primer for ani more advanc cours on the topic. thi cours is part of the univers cours on quantit evalu of embed system qee as given in the embed system master curriculum of the eit-digit univers and of the dutch 3tu consortium consist of tu/e eindhoven tud delft and ut twente. the cours materi is exactli the same as the first three week of qee but the examin of qee is at a slightli higher level of difficulti which cannot yet be obtain in an onlin course.data-flow analysi prefix order graph set theori formal languag dataflow interpret euler' totient function mathemat optim petri net computer-sci software-develop

engin system in motion dynam of particl and bodi in 2d motionintermediatethi cours is an introduct to the studi of bodi in motion as appli to engin system and structures. we will studi the dynam of particl motion and bodi in rigid planar 2d motion. thi will consist of both the kinemat and kinet of motion. kinemat deal with the geometr aspect of motion describ posit veloc and acceler all as a function of time. kinet is the studi of forc act on these bodi and how it affect their motion. --------------------------- recommend background to be success in the cours you will need to have master basic engin mechan concept and to have success complet my cours en titl an �introduct to engin mechanics� and �applic in engin mechanics.� we will appli mani of the engin fundament learn in those class and you will need those skill befor attempt thi course. --------------------------- suggest read while no specif textbook is requir thi cours is design to be compat with ani standard engin dynam textbook. you will find a book like thi use as a refer and for complet addit practic problem to enhanc your learn of the material. --------------------------- the copyright of all content and materi in thi cours are own by either the georgia tech research corpor or dr. wayn whiteman. by particip in the cours or use the content or materi whether in whole or in part you agre that you may download and use ani content and/or materi in thi cours for your own person non-commerci use onli in a manner consist with a student of ani academ course. ani other use of the content and materi includ use by other academ univers or entiti is prohibit without express written permiss of the georgia tech research corporation. interest parti may contact dr. wayn whiteman directli for inform regard the procedur to obtain a non-exclus license.angular electr engin electr work aerospac engin calibr pik loan transport engin translat energi conserv mechan engin physical-science-and-engin mechanical-engin

creat and develop a tech startupadvancedthi cours will allow you to identifi and evalu opportun for creat a tech busi and to better understand it princip issu on a�human technic commerci environment and financi level. as such you will obtain solid foundat either for build your own tech busi or for join one. decid to creat or to join a tech busi in these earli year is an out-of-the-ordinari adventur and it certainli won�t be straightforward you need to be readi to accept that not all "good" idea will lead to success and that onli a veri small number of project lead to great success. you must learn to overhaul your relationship with failur which is a valuabl sourc of experi and should be manag accord to the logic of �accept loss� the entrepreneur love uncertainti not excess risk. the creation of tech busi give you a genuin opportun to chang the world but requir you to adopt a particular state of mind and to be abl to acquir knowledg know-how and interperson skills. you will have the chanc to work alongsid passion and excit peopl from a whole multitud of backgrounds. from a technolog point of view these women and men have construct numer compani of a global scale. the develop trajectori of a tech busi is full of mishap which requir you to be both agil and greatli prepar to build on a strong idea choos your market develop your propos assembl a team worthi of the task in hand and find financing. the cours is made up of methodolog session as well as first-hand account from entrepreneur and peopl who have succeed in creat tech busi themselves. you will thu be abl to get to know the essenti dilemma with which high-tech busi creator are confront with begin with the initi decis to set up your veri own structur which itself repres a signific life decision. you will also see that the creation of a tech busi is much more a collect adventur than an individu one. in the english version all of the read content quizz and asses will be in english whilst the video will have french audio and english subtitles.strategi enabl market econom experi busi plan leadership innov organ manag intellectu properti project busi entrepreneurship

classic of chines human guid readingsnot calibratedan introductori yet trenchant explor of select chines classic text that cover the domain of classic literatur histori philosophi and fine arts.mus philosophi of languag phonet homework chines languag c-ross poetri write immort phonolog lectur arts-and-human music-and-art

music busi foundationsbeginnerthi cours ha been develop to provid student with the latest instruct on the best way for creator consum and facilit to navig the resurg of one of the world� most excit industri the music business. three thing are clear about today� music industri the consumpt of music is expand at the greatest rate in histori and from the most portal ever imagin the cost of produc music is decreas and the number of artist creat and seek to expos their work and develop career through the internet ha increas dramatically. whether you�r a music creator consum or facilit of thi process you�ll want to understand the histori underpin and basic of the music business. cours author john kellogg�administr educ entertain lawyer perform and radio and televis personality�off student the opportun to learn the fundament principl of the develop new music busi for now and into the future. what you'll learn -- the basic histori of the music industri and today' busi trend -- how record agreement are formul -- the basic of copyright law as it pertain to the music busi -- the role of agent manag attorney and specif busi entitieslaw histori entertain law leadership and manag evalu music art histori provis year 2000 problem person advertis arts-and-human music-and-art

introduct to neuroeconom how the brain make decisionsintermediateeconom psycholog and neurosci are converg today into a unifi disciplin of neuroeconom with the ultim aim of creat a singl gener theori of human decision-making. neuroeconom provid biologist economist psychologist and social scientist with a deeper understand of how they make their own decis and how other decide. neurosci when alli with psycholog and econom creat power new model to explain whi we make decisions. neurobiolog mechan of decision-mak decis under risk trust and cooper will be central issu in thi course. you will be provid with the most recent evid from brain-imag techniqu fmri tm etc. and introduc to the explanatori model behind them. the cours doe not requir ani prior studi of econom and neuroscience; howev it might requir you to studi novel interdisciplinari materials. the cours provid an introduct to the methodolog assumpt and main find of neuroeconomics. our student have differ backgrounds; therefor i have adapt and simplifi the cours to allow all student to understand the interdisciplinari content. thi cours will help you to start your progress in the field of neuroeconom and to further develop your skill dure other more advanc cours and train in the future. for some topic the cours will also provid supplementari video to reveal the opinion of lead expert in the field. each modul provid option read material. the cours structur is as follow dure each video you will have to answer some relev questions. your answer will not affect your final grade. at the end of each modul you must complet a quiz consist of 15 questions. to pass the cours you must reach a satisfactori standard in all the cours modul by complet all grade quizz and the final exam. in addit to watch video lectur and take quizz you will receiv an invit to join our forum. we plan to join the discuss in the forum on a weekli basis. welcom to neuroeconom world! do you have technic problems? write to us coursera@hse.rudecis make cognit neurosci psycholog cognit psycholog neurobiolog neuroeconom behavior econom econom neurosci game theori social-sci econom

instruct method in health profess educationadvancedthi cours provid those involv in educ member of the health profess an asynchron interdisciplinari and interact way to obtain expand and improv their teach skills. these skill can then be appli within their own profession context with a varieti of learner extend across mani stages. after complet thi cours learner will 1. understand educ theori as it relat to health profess educ 2. match instruct method with desir educ outcom 3. learn a varieti of appli teach techniqu 4. share success teach strategi suggest resourc will includ educ video individu read recommend refer book and crowd-sourc recommendations. all student should have depend access to the internet with video stream capabilities. some student may want the abil to util on-lin video conferenc as well.learn style teach teach method educ high fidel profession develop medic educ instruct design simul educ practic life-sci public-health

prepar for graduat studi in the u.s. a cours for intern studentsadvancedthi cours prepar you to embark upon your futur graduat studi in the u.s. with confidence. in thi mooc you'll have the opportun to meet other prospect graduat student hear from experienc intern graduat student in the unit state and to practic share your own thought stori and expertis in english. you�ll select a �target� graduat program at a u.s. colleg or univers to use as a case studi throughout the course. you may alreadi be admit to thi program or it may be an institut you hope to attend in the future. you will identifi resourc that support intern graduat student in your target campus. you will have multipl opportun to practic your english languag skill through practic assign and through interact with one another. object by complet the cours you should enhanc your abil to reach the follow object for the purpos of commun success as a new intern graduat student studi in the unit states. 1. introduc yourself profession a. explain your expertis b. begin network with member of your target institut 2. explor the campu climat of your target institut a. identifi the local vocabulari use at your target institut to describ campu climat topic such as divers inclus or equiti b. identifi skill and perspect you can contribut to the divers of your target institut 3. for collabor a. use english to negoti group role b. use english to express opinion 4. for academ write a. identifi disciplinari norm in academ write b. cite sourc materi appropri in academ write 5. for improv english a. use at least three digit resourc to investig languag use b. use at least three digit resourc to practic english fluenci c. use at least two new daili life opportun to improv english for academ social or teach purposesmateri academ write sourc english languag elev pitch write teach colleg human learn negoti language-learn learning-english

foundat of teach for learn be a professionalintermediateth foundat of teach for learn programm is for anyon who is teach or who would like to teach in ani subject and ani context - be it at school at home or in the workplace. with dynam lesson taught by establish and respect profession from across the commonwealth thi eight cours programm will see you develop and strengthen your skill in teach profession assess and more. as you carri on through the programm you will find yourself strengthen not onli your skill but your connect with colleagu across the globe. a profession develop opportun not to be missed. thi cours will emphasis what you can do to act professionally. thi includ develop your own philosophi of teach and make sure that you continu to improv your knowledg and skills. it also consid what it mean to be part of a commun of profession work with other to improv what happen in your school commun and profession. enhanc your cours by join the commonwealth teach commun on our websit facebook and twitter.profession develop ethic strategi train and develop educ leadership teacher qualiti assess teach effect school action research social-sci educ

appli social network analysi in pythonadvancedthi cours will introduc the learner to network analysi through tutori use the networkx library. the cours begin with an understand of what network analysi is and motiv for whi we might model phenomena as networks. the second week introduc the concept of connect and network robustness. the third week will explor way of measur the import or central of a node in a network. the final week will explor the evolut of network over time and cover model of network gener and the link predict problem. thi cours should be taken after introduct to data scienc in python appli plot chart & data represent in python and appli machin learn in python.network analysi graph comput program network theori python program analysi social network graph theori machin learn social network analysi data-sci data-analysi

revers and complement nucleic acid sequenc (dna rna) use pythonadvancedin thi 1-hour long project-bas cours you will learn the basic build block in the python languag and how to develop a python program that construct revers complement and reverse-compl nucleic acid sequenc dna rna. also you will make your code read a file that ha a long dna sequenc and deal with one of the complet genom for the novel coronavirus.acid biopython program evalu machin learn dna project evalu comput program project network python program data-sci data-analysi

discov best practic farm for a sustain 2050beginnerth discov best practic farm for a sustain 2050 cours is base on a clear vision imagin best practic farm for 2050 start to implement these strategi now all the while make sure it will still be profitable. at uwa we'r do just that with the futur farm 2050 project set on a mixed-enterpris farm in western australia and we want you to learn how it can be done in your part of the world. although thi cours is base on agricultur it' not onli about farming. it is a multi-disciplinari cours that address a wide rang of issu confront the industri includ rural commun rural infrastructur and conserv of biodivers in agriculture. by complet thi cours you will understand that feed and cloth the planet requir a multi-disciplinari approach and upon complet you will be abl to explain best practic of sustain farm and appli them in new contexts.biodivers livestock ecosystem leadership and manag sustain ecosystem servic agricultur herbicid plant herbicid life-sci basic-sci

qualit data analysi with maxqda softwareintermediatethi cours will introduc you to maxqda softwar for easier data analysi dure the qualit research process. you'll explor how to do memo variabl segment code and data reduct techniqu all in thi course!process qualit research codebas analysi qualit data analysi market segment quotat data analysi themat analysi qualit analysi life-sci health-informat

the modern and the postmodern (part 2)not calibratedthi cours examin how the idea of "the modern" develop at the end of the 18th centuri in european philosophi and literatur and how be modern or progress or hip becam one of the crucial criteria for understand and evalu cultur change. are we still in modern or have we move beyond the modern to the postmodern?re-defin philosophi art histori forgiv pragmat civil and it discont art languag languag game play arts-and-human histori

global sustain and corpor social respons be sustainableadvancedit is no longer accept for organis to focu entir on financi success if they are to be competit on the global stage. as corpor scandal continu to make headlin you will expand your strateg think beyond your organisation� competit financi environ to consid it broader impact on society. you will grappl with the conflict outcom of maximis financi return and societ impact as you develop the skill to creat a balanc that is sustainable. through structur learn activ video lectur quizz discuss prompt and written assess you will gain an appreci of how import sustain will be for everi organis in the futur � and how to achiev it.glob proactiv corpor social respons corpor bond social entrepreneurship organ manag sustain busi hierarch organ busi strategi sustain busi business-strategi

a voic of their own. women' spiritu in the middl ages.advancedhav you ever heard about mediev mystic or mediev heresies? have you ever wonder about the particular role women play in mediev spirituality? do hildegard of bingen clare of assisi marguerit poret the cathar ladi or isabel de villena ring a bell? have you ever felt like you want to know more about them? if your answer to ani of these question wa ye then thi mooc a voic of their own. women� spiritu in the middl age is what you were look for. a voic of their own is much more than a course. it is an invit to follow the path trace by the spiritu experi of mediev women. it is a challeng that should you let it will take you to place where you will see and hear thing that will astonish you. here you will find mediev women play a major role in the spiritu transform of the middl age found monast movement and order write about their experi travel the road of europ to spread their idea creat spiritu landscap as well as both materi an intang architectures. in thi mooc these women will speak to you from the past and you'll see that their voic still hold great valid in the present.middl age latex femal heresi histori art therapi i-dea art histori man spiritu arts-and-human histori

aid fear and hopebeginnerth basic biolog of the viru hiv and the diseas it caus aids. the econom social and polit factor that determin who get sick and who remain healthi who live and who dies. the progress of scientif research and medic treatments. the reason for hope; the reason for fear. to get a glimps of some of the materi that student have been post on the cours forum go to @aidsfah or #aidsfah.hiv cost hiv/aid death web medic anthropolog syndrom semigroup action act up patient life-sci patient-car

person & famili financi planningbeginnerperson and famili financi plan will address mani critic person financi manag topic in order to help you learn prudent habit both while in school and throughout your lifetime.leadership and manag risk insur financ budget person financ financi plan plan invest person advertis busi financ

support vector machin classif in pythonbeginnerin thi 1-hour long guid project-bas cours you will learn how to use python to implement a support vector machin algorithm for classification. thi type of algorithm classifi output data and make predictions. the output of thi model is a set of visual scatter plot separ with a straight line. you will learn the fundament theori and practic illustr behind support vector machin and learn to fit examin and util supervis classif model use svm to classifi data use python. we will walk you step-by-step into machin learn supervis problems. with everi task in thi project you will expand your knowledg develop new skill and broaden your experi in machin learning. particularli you will build a support vector machin algorithm and by the end of thi project you will be abl to build your own svm classif model with amaz visualization. in order to be success in thi project you should just know the basic of python and classif algorithms.algorithm panda classif algorithm python program statist classif machin learn test set hindley milner type system numpi support vector machin data-sci machine-learn

continu deliveri & devopsintermediateamazon famous deliv new code everi 11.6 seconds. just a few year ago thi wa unthink mani �cut edge� firm would releas softwar quarterly. when it come to digit innov veloc is critic and mani would say it� the most reliabl determin of success. bring an organ to the state of the art or even function capabl in thi area requir strong work in a combin of disciplin and a combin of both technic and manageri skills. there is no singl cookie-cutt approach for achiev thi capability. much like agil the right focu and formul depend a lot on the fact and circumst of the team. thi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti will provid you with the interdisciplinari skill set to cultiv a continu deploy capabl in your organization. after complet thi cours you will be abl to 1. diagnos a team� deliveri pipelin and bring forward priorit recommend to improv it 2. explain the skill set and role involv in devop and how they contribut toward a continu deliveri capabl 3. review and deliv autom test across the develop stack 4. explain the key job of system oper and how today� lead techniqu and tool appli to them 5. explain how high-funct team use devop and relat method to reach a continu deliveri capabl 6. facilit priorit iter team progress on improv a deliveri pipelineintegr test test autom unit test softwar test devop system test continu test continu integr softwar continu deliveri computer-sci software-develop

innov govern of larg urban systemsbeginnerlearn about the three phase of the urban valu chain plan govern and regeneration. with lectur from all around the world and concret case studi thi cours will give you a comprehens overview about the �innov govern of larg urban systems�. thi cours ha assembl some of the most relev experi and knowledg from our innov govern of larg urban system iglu execut master� program which ha been offer by epfl dure the past 5 years. iglu consist of 2-week action-learn organ in over 10 major citi around the world dure which particip acquir an in-depth understand of the challeng citi are face and the way they are address them. thi mooc will share thi knowledg with you thank to some of our lectur from variou disciplin and from all around the world. dure thi cours you will learn about the three phase of the urban valu chain which are plan govern and regeneration. in particular we will address the uniqu challeng of the phase and ask question such as how to design cities? how to govern them especi when it come to their institut financi econom and social dimensions? and how to regener urban spaces?plan inner citi redevelop urban plan qualiti of life water price model urban area empower sustain social-sci econom

intern travel prepar safeti & wellnessbeginnerwheth you'v travel befor or not live and work oversea can be challenging. learn how best to prepar and make the most of your time internationally. thi cours will prepar you to work and live overseas. it explor the epidemiolog of common morbid and mortal among travel and examin key prevent safeti and travel medicin principl and servic to contextu risk and maintain wellness. the cours review applic intervent appropri vaccin and person protect method to prepar you to respond to expect and unexpect situat and will challeng you to examin travel health and safeti prioriti through case studi and discussions. the honor lesson will assist you with person prepar for travel through the creation of a country-specif profile.cultur shock traveler' diarrhea risk factor travel medicin safeti risk type of insur mental health diarrhea risk analysi personal-develop personal-develop

digit in intern relationsconversantabout thi cours intern relat diplomaci and foreign polici are be digitalized. four aspect of digit in intern relat are explor in the cours notabl digit diplomaci big data and data diplomaci global internet govern and digit elector technologies. these compon have signific impact on diplomaci world polit and on our everyday live in particular. digit diplomaci util social media in order to influenc foreign audienc and is the most effect element in current diplomacy. big data and data diplomaci refer to variou method use to analyz social network and embrac artifici intellig in order to cope with foreign polici issu includ the challeng of inform confrontation. global internet govern compris problem multilater negoti and agreement between variou stakehold includ state and civil societi in regard to question of intern and sovereign control of cyberspace. issu relat to cybersecur and inform secur are also discuss in the cours and review in term of intern agendas. digit elector technolog are a rapidli develop area that have not onli nation but also intern dimensions. the digit technolog includ the practic around electron or digit vote that reveal critic problem relat to the influenc of foreign actor on nation elections. cours particip will gain fundament knowledg and practic skill regard how to appli big data analysi social media method of analysi how to build a digit inform campaign strategi how to oper by legal and technic compon of global internet govern in the practic of multilater negoti and how to detect flaw and threat in the field of digit voting. the cours is design for those who want to updat their skill for twenty-first profess includ digit diplomaci digit foreign polici public diplomaci and other digit profess applic in intern relations. cours program topic 1. digit in intern relat theori and practic topic 2. digit diplomaci and data diplomaci topic 3. data scienc and world polit topic 4. big data in foreign polici method of analysi topic 5. internet govern and intern agenda topic 6. cybersecur and inform secur topic 7. digit of elect and vote topic 8. digit technolog in elector campaignsintern relat influenc process vote russian phenomenon present digit cyber-secur regul internet information-technolog network

precalculu relat and functionsadvancedthi cours help to build the foundat materi to use mathemat as a tool to model understand and interpret the world around us. thi is done through studi function their properti and applic to data analysis. concept of precalculu provid the set of tool for the begin student to begin their scientif career prepar them for futur scienc and calculu courses. thi cours is design for all student not just those interest in further mathemat courses. student interest in the natur scienc comput scienc psycholog sociolog or similar will genuin benefit from thi introductori cours appli the skill learn to their disciplin to analyz and interpret their subject material. student will be present with not onli new idea but also new applic of an old subject. real-lif data exercis set and regular assess help to motiv and reinforc the content in thi cours lead to learn and mastery.funct of sever real variabl graph algebra oper euler' totient function cost mathemat model number spreadsheet process evalu inequ mathemat math-and-log math-and-log

understand terror and the terrorist threatintermediateth nation consortium for the studi of terror and respons to terror start a depart of homeland secur center of excel hous at the univers of maryland offer a cours look at the who what and how of terror studi by introduc student to cutting-edg research from the social and behavior scienc and the expert investig these topics. the cours will begin with a unit look at wide held myth about terror and util empir data to discuss the realiti of broad trend and pattern in terrorist attack over time. the cours will then review the psycholog factor at play in individu radic and recruit into terror follow by an analysi of terrorist group dynamics. the cours will next look at terrorist group oper includ their attack and some of the support behavior that allow them to carri out attack includ use of media financ recruit and training. the cours will conclud by look at the factor that drive terrorist group persist or endur versu terrorist group desist and will bring the vari cours concept togeth through a detail look at the case of al-qa�ida. throughout the cours student will have the opportun to studi and work with the univers of maryland� global terror databas gtd the largest databas of terrorist incid in the world learn it capabl and develop basic skill in search and display terror data.databas terror measur human learn organiz structur threat recruit critic think disposit qualit research social-sci governance-and-societi

the modern world part two global histori sinc 1910beginnerthi is a survey of modern histori from a global perspective. part two begin earli in the twentieth centuri as older way of do thing and habit of thought give way. what follow is an era of cataclysm struggl over what idea and institut will take their place. the cours conclud in the present day as commun everywher are transit into a new era of world history. again we work hard to grasp what is happen and ask why? again we are drawn to pivot choic made at key moment by individu and communities.foreign polici educ intern relat curios power intern relat age of man histori linguist art histori credibl arts-and-human histori

charact design for video gamesadvancedin thi cours you will explor concept and approach involv in creat success charact design that can be appli to video games. follow a first week delv into some foundat concept for success charact design each of the remain three week are structur as a master class where you will observ three profession charact design at work in the studio andi ristaino adventur time jacki ke jiang journey and robertryan cori spongebob squarepants. each design will take on two differ design challeng on the fli and address the variou issu in design charact for game such as movement express and technic limitations. at the end of each week you will have an opportun to tri out some of the concept from that week' lesson on charact of your own design. thi is a fun and engag class especi use for student interest in anim in film and tv as well as game and is suitabl for student of ani draw ability.comput anim tradit anim i-dea adob anim creativ funko video product game design video game develop adob photoshop arts-and-human music-and-art

the histori of modern israel � part i from an idea to a stateintermediatehow did the state of israel come to be? how is it that an idea introduc in 19th centuri europ becam a reality? and how doe that realiti prevail in the harsh complex of the middl east? present by professor eyal naveh with addit unit from professor asher sussers' "the emerg of the modern middl east" cours thi cours will take you on a journey through the histori of modern israel. in thi 1st part of the cours we will explor how did the 19th centuri idea of a jewish state becom a reality? so the next time you hear about israel in the news you will be inform enough about the histori of thi area to comprehend the mani side and narr that interact to shape the complex realiti of israel today. pleas note that there is a second part to thi cours "the histori of modern israel - part ii challeng of israel as a sovereign state" which is a direct extens of thi part. we highli recommend to continu to the second part after you finish thi one https//www.coursera.org/learn/history-israel-sovereign-state. in order to receiv academ credit for thi cours you must success pass the academ exam on campus. for inform on how to regist for the academ exam � https//tauonline.tau.ac.il/registr addit you can appli to certain degre use the grade you receiv on the courses. read more on thi here � https//go.tau.ac.il/b.a/mooc-accept teacher interest in teach thi cours in their class room are invit to explor our academ high school program here � https//tauonline.tau.ac.il/online-highschool * thi cours is a joint effort of tel aviv univers & israel institut www.israelinstitute.org * thi cours use media materi from variou archiv courtesi to yad vashem archiv for their help. * thi cours is self-paced. onc you regist you can particip in the cours anytim as often as you wish and over ani stretch of timelanguag i-dea art histori machin learn israel middl east analysi holocaust histori war arts-and-human histori

introduct to person brandingbeginnerthough the concept of person brand isn't new question remain about how to creat one and more importantli what it mean to maintain and inhabit that brand. learner will o\tunderstand both what person brand mean and what it mean to inhabit their brand o\testablish themselv on at least three social media platform o\tcreat a mission statement for their person brand o\tbuild a board of director for their brand o\tbecom familiar with the basic of digit secur and reput manag o\tcreat a system for on-go brand mainten join instructor kimberley r. barker as she provid a warm support atmospher in which learner are encourag to intens explor themselv in order to creat a person brand that authent and effect commun their valu and profession gifts. togeth we will build a strong commun in which to provid encourag and feedback and support each other as learner pursu their goal of success brand creation.digit brand person brand commun reput brand brand manag market leadership and manag person advertis social media personal-develop personal-develop

sustain busi enterprisesadvancedthi cours will explor current challeng and opportun face firm in the area of environment sustainability.?it will begin with an introduct to sustain with a particular focu on how environment sustain is relev to business. topic such as unsustain consumption/consum behavior market research sustain product design sustain valu chain and commun will be covered. the bottom-up approach in term of immers emers and design as appli to sustain busi enterpris will be covered. the cours conclud with a summari of insight on global challeng in busi with particular focu on poverti and the environ and on the uniqu approach employ here in term of bottom-up immers emers design innov and enterprise. upon success complet of thi cours you will be abl to �\tunderstand the import of sustain for busi �\tlearn about specif topic consum behavior market research product design valu chain and commun use the sustain len in busi �\tdesign solut and develop enterpris plan for sustain busi initi �\tappli the bottom-up approach for sustain busi initi in ani context thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.market research valu chain product design market segment sustain busi consum behaviour sustain economi sustain consumpt emerg market busi business-strategi

innov for entrepreneur from idea to marketplacebeginnerdevelop insight on navig the innov process from idea gener to commercialization. build knowledg on how to creat strategi to bring innov to market. develop an innov portfolio and busi model canva for your venture. we establish a framework for examin the innov process and quickli transit into explor how to success bring innov to market. key question answer within the cours includ * what are the key indic of innov opportunities? * what step are critic for entrepreneur to bring innov to the marketplace? * what innov strategi are valuabl for new ventur to establish and maintain a competit advantage? with thi cours student experi a sampl of the idea and techniqu explor in the univers of maryland' master' degre in technolog entrepreneurship an innov 100% onlin program. learn more at http//mte.umd.edu/landing.market econom leadership and manag proposit entrepreneurship market segment commerci valu proposit market model innov busi entrepreneurship

3d interact and navigationadvancedwelcom to 3d interact and navig the third cours in the uniti certifi programm special from uniti technologies. thi cours will help you prepar for the uniti certifi programm exam the profession certif for entri to mid-level uniti programmers. uniti is use to creat real-tim 3d applic for mani industri includ video game automot film train and more. in thi cours you will be challeng to solv realist uniti program problem that are align to topic cover on the exam. in the third cours you will start develop on a new 3d applic stealth. in thi applic a 3d stealth-styl game the user guid a 3d charact through a maze-lik environ fill with hazard in an attempt to avoid detection. in implement thi applic you will review and practic mani of the skill cover in the exam includ set up navig mesh and agent work with 3d charact anim script camera movement and more. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti programm or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi program interact applic in unity. you should be profici at program in the c# languag and familiar with unity' script apis. you should have experi in the full product develop lifecycl from concept to launch and beyond. and you should understand multi-platform develop includ deploy applic to xr ar and vr platforms.recurs enumer set entri point video game develop virtual camera system render comput graphic comput anim augment realiti navig mesh head-up display reusabl computer-sci software-develop

project manag projectbeginnerthi capston project is design to allow you to take the knowledg you have gain through the special and put that knowledg into practice. in the capston you will creat sever of the key plan deliver that have been discuss in these cours and either work on a project you choos or use a suggest case study. you will begin the capston project by write part of the project charter. you will build on that inform to defin your project and then ultim creat a schedul budget and respons for the risk you identify. the goal is for you to use what you have learn in the previou cours and to perform your own research on how to best move forward with the capston project. your work will be peer review by your classmates. in turn you will peer review the work of other classmates. instruct on how to conduct peer review will be includ in the course. upon complet thi seri you will be abl to 1 write a narr charter statement 2 creat a work breakdown structur 3 sequenc project activ 4 build a project schedul 5 creat a project budget 6 creat a respons assign matrix 7 identifi project risk and 8 defin respons for those risks. upon complet thi cours you will be abl to 1. write a narr charter statement 2. creat a work breakdown structur 3. sequenc project activ 4. build a project schedul 5. creat a project budget 6. creat a respons assign matrix 7. identifi project risk and defin respons for those risksbudget project manag project charter leadership and manag project schedul risk plan project plan risk manag busi business-essenti

demand manag break down today� commerci silosconversantth biggest challeng face the hospit industri over the next 5 year is the lack of integr between the key commerci disciplin of sale revenu distribut and financ and the neg impact thi will continu to have on deliv asset valu and maximum profitability. thi cours spread over 4 key modul asset manag demand gener digit market demand optimis aim to break down these commerci silo and reveal the journey from long-term asset develop through to short-term profit tactic and how commerci team can align themselv throughout the organisation. creat by snapshot thi cours is host by a group of experienc industri guest lectur in their field of expertis and includ an ideal mix of access theori and practic exercis and simulations. snapshot is a hotel demand manag compani that special in help hotel aggreg and use their data. we provid use tool as well as innov educ and coach servic to empow hotel to take inform decis in manag their demand to increas profits.leadership and manag demand manag hotel market econom demand digit market demand gener invest forecast revenu manag busi business-strategi

global health policyintermediatein thi cours learner will becom familiar with principl and theori of global health problem and major challeng and controversi in improv global popul health as well as practic applic of quantit method to analyz and interpret issu and challeng for policy. topic will includ health and foreign polici health govern acut diseas surveil non-communic diseas burden of diseas univers health coverag health system strengthen health financ and human resourc for health and ageing.disast respons experien long-term care insur elderli care pandem financi risk pandem global health polici epidem health system life-sci public-health

the 3d print revolutionbeginnerthi cours will demonstr how 3d printer work show what peopl make with them and examin the 3d print ecosystem. it will also explor the futur of 3d print and discuss how thi technolog will revolution our world. the cours materi includ inform video lectur on-loc interview with a varieti of 3d print expert and engag hands-on exercises. learner who complet thi introductori cours will have a solid understand of 3d print and it revolutionari potenti and will be abl to print and custom 3d designs. thi cours wa list in the top 50 mooc' of all time by class-centr https//www.class-central.com/report/top-moocs/process human learn materi solidwork creativ 3d print product develop mechan engin leadership manufactur process manag busi entrepreneurship

kotlin for java developersbeginnerth kotlin program languag is a modern languag that give you more power for your everyday tasks. kotlin is concis safe pragmat and focus on interoper with java code. it can be use almost everywher java is use today for server-sid develop android app and much more. kotlin is 100% compat with all exist java framework and ha good tool support. it� a pragmat languag with a veri low learn curv and can be quickli grasp by java developers. kotlin code might be compil not onli to jvm bytecod but to javascript and nativ code as well but thi cours is focus on kotlin/jvm. thi cours aim to share with you the power and the beauti of kotlin. we'll have a basic overview of the languag as well as a discuss of mani corner case especi concern java interoperability. the cours is base on your java experience; it show the similar between the two languag and focus on what' go to be different. note that thi cours won't cover the program fundamentals. we'll discuss basic syntax nullabl function program with kotlin object-ori program with kotlin the power of the kotlin standard librari and java interoperability.jakobson' function of languag standard librari kotlin program languag interoper comput program euler' totient function inlin function function program java softwar platform languag computer-sci software-develop

advanc testng framework and integr with seleniumbeginnertestng stand for test next gener is a test framework that provid the develop the abil to write more flexibl and power test with help of easi annot group sequenc & parametrizing. it can easili be integr with autom tool like selenium and is wide use by autom test expert to write function tests. in thi one-hour guid project through hands-on practic exercis you will learn advanc concept like execut test case use testng xml file group test case and perform data-driven testing. in thi project you will learn - execut testng test case use testng xml file order of execut of method via testng annot execut test case of multipl class via testng xml file execut test case of all the class of a packag group test case and execut them via testng xml file parameter test method use @paramt annot parallel execut of test case on multipl browser use testng data-driven test use data providerdata-driven test xml project selenium function test test case write exercis a/b test test data computer-sci software-develop

data analyt for lean six sigmaadvancedwelcom to thi cours on data analyt for lean six sigma. in thi cours you will learn data analyt techniqu that are typic use within lean six sigma improv projects. at the end of thi cours you are abl to analys and interpret data gather within such a project. you will be abl to use minitab to analys the data. i will also briefli explain what lean six sigma is. i will emphas on use of data analyt tool and the interpret of the outcome. i will use mani differ exampl from actual lean six sigma project to illustr all tools. i will not discuss ani mathemat background. the set we chose for our data exampl is a lean six sigma improv project. howev data analyt tool are veri wide applicable. so you will find that you will learn techniqu that you can use in a broader set apart from improv projects. i hope that you enjoy thi cours and good luck! dr. inez zwetsloot & the ibi uva teamminitab data analysi gener statist statist analysi six sigma analysi regress lean six sigma trigonometr integr regress analysi data-sci data-analysi

introduct to augment realiti and arcorebeginnerthi class will teach you the fundament of augment realiti ar and how to build an ar experi use arcore. through the four week cours you'll learn - how to identifi differ type of ar experi - tool and platform use in the ar landscap - what make ar feel "real" - popular use case for ar - how to creat an ar use flow - how ar experi work - tool like googl poli and uniti to build ar experi - next step to start build an ar experi use arcor and other tool thi cours will break down complex ar concept to make them easi to understand while also share expert tip and knowledg from daydream' arcor team. the cours is great for beginn who are just get start with ar or arcore.us experi virtual realiti context awar experi asset autodesk 3d max augment realiti opengl virtual artifact track computer-sci mobile-and-web-develop

quantit methodsintermediatediscov the principl of solid scientif method in the behavior and social sciences. join us and learn to separ sloppi scienc from solid research! thi cours will cover the fundament principl of scienc some histori and philosophi of scienc research design measur sampl and ethics. the cours is compar to a univers level introductori cours on quantit research method in the social scienc but ha a strong focu on research integrity. we will use exampl from sociolog polit scienc educ scienc commun scienc and psychology.quantit research intern critic think ethic research method analysi experi research design threat scientif analysi physical-science-and-engin research-method

entrepreneurshipadvancedan entrepreneur is someon who is alway on the lookout for problem that can be turn into opportun and find creativ way to leverag limit resourc to reach their goals. in thi cours learner will be introduc to the fundament concept theori and framework of entrepreneurship and learn how to appli them within the context of the world' largest market china. through case articl and experienti learn learner will gain expertis in how to identifi and evalu opportunities; interpret analyz and build financi model to enabl high-growth ventures; practic live life as an entrepreneuri leader; and creat a new product or servic for the chines market.entrepreneurship interview market econom balanc sheet busi plan analysi financi analysi financ innov i-dea busi business-strategi

vlsi cad part i logicintermediatea modern vlsi chip ha a zillion part -- logic control memori interconnect etc. how do we design these complex chips? answer cad softwar tools. learn how to build thesa modern vlsi chip is a remark complex beast billion of transistor million of logic gate deploy for comput and control big block of memori embed block of pre-design function design by third parti call �intellectu property� or ip blocks. how do peopl manag to design these complic chips? answer a sequenc of comput aid design cad tool take an abstract descript of the chip and refin it step-wis to a final design. thi class focus on the major design tool use in the creation of an applic specif integr circuit asic or system on chip soc design. our focu in thi first part of the cours is on key boolean logic represent that make it possibl to synthes and to verifi the gate-level logic in these designs. thi is the first step of the design chain as we move from logic to layout. our goal is for student to understand how the tool themselv work at the level of their fundament algorithm and data structures. topic cover will includ comput boolean algebra logic verif and logic synthesi 2-level and multi-level. recommend background program experi c c++ java python etc. and basic knowledg of data structur and algorithm especi recurs algorithms. an understand of basic digit design boolean algebra kmap gate and flip flop finit state machin design. linear algebra and calculu at the level of a junior or senior in engineering. exposur to basic vlsi at an undergradu level is nice -- but it� not necessary. we will keep the cours self-contain but student with some vlsi will be abl to skip some background material. tool in thi class.3d lookup tabl boolean network binari decis diagram logic logic gate lambda cube algebra boolean algebra computer-aid design digit design computer-sci algorithm

appli data structur to manipul cleans un databeginnerin thi 1-hour long project-bas cours you will discov optim situat to use fundament data structur such as array stack queue hashtabl linkedlist and arraylists. by the end of thi project you will creat an applic that process an un dataset and manipul thi dataset use a varieti of differ data structures. in addit you will explor how to implement each data structur use industry-standard java practic and gain experi manipul real life data sets. data structur are an essenti tool for ani develop and allow us to store and effici access data for even larg datasets. masteri of data structur allow your program to be scalabl and function without take up too mani system resources. we will use the java collect version of each of these data structur just as you would in real-life. student can expect to walk away from the cours confid in their abil to manipul essenti java data structur and have a work knowledg theori behind each data structure. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.java softwar platform data structur project sort array dynam array hash tabl link list univers window platform app euler' totient function mathemat optim computer-sci software-develop

the scienc of gastronomyintermediatethi cours introduc a number of basic scientif principl underpin the methodolog of cook food prepar and the enjoy of food. all topic cover have a strong basi in biolog chemistri and physic application. among other they includ the consumpt of cook food the physiolog and evolutionari implic of the sens geograph and cultur influenc on food and the rational behind food preparation. we will also discuss issu such as coupl of sens to improv sens stimulation; alter flavor by chemic means; and modif of the color to improv the appear of dishes. follow the video demonstr of the scientif principl of cook you will learn to recogn the key ingredi and their combin for prepar good healthi food. at the end of thi cours you will be abl to - appreci the scientif basi of variou recipes; - develop your own recip by integr some of the scientif principl into new dishes; - recogn the influenc of the materi world on human percept from the differ senses; - appreci the art of integr scienc into cook and dining. import note thi cours is not design for peopl with special dietari need such as vegetarian diabet and gluten-fre diets. if you feel uncomfort with ani part of the assign or activ of thi cours you can substitut some of the ingredi or ask friend and famili member to help with the tast of your assignments. altern you may skip that specif assign provid that you have fulfil all other qualifi requir to pass the course. cours overview video https//youtu.be/h5vlar0x2icook tongu percept food scienc steak foam meat flavor chemistri bake life-sci basic-sci

foundat of strateg busi analyticsadvancedwho is thi cours for? thi cours is design for student busi analyst and data scientist who want to appli statist knowledg and techniqu to busi contexts. for exampl it may be suit to experienc statistician analyst engin who want to move more into a busi role. you will find thi cours excit and reward if you alreadi have a background in statist can use r or anoth program languag and are familiar with databas and data analysi techniqu such as regress classif and clustering. howev it contain a number of recit and r studio tutori which will consolid your compet enabl you to play more freeli with data and explor new featur and statist function in r. with thi cours you�ll have a first overview on strateg busi analyt topics. we�ll discuss a wide varieti of applic of busi analytics. from market to suppli chain or credit score and hr analyt etc. we�ll cover mani differ data analyt techniqu each time explain how to be relev for your business. we�ll pay special attent to how you can produc convinc action and effici insights. we'll also present you with differ data analyt tool to be appli to differ type of issues. by do so we�ll help you develop four set of skill need to leverag valu from data analyt it busi and communication. by the end of thi mooc you should be abl to approach a busi issu use analyt by 1 qualifi the issu at hand in quantit term 2 conduct relev data analys and 3 present your conclus and recommend in a business-ori action and effici way. prerequisit 1/ be abl to use r or to program 2/ to know the fundament of databas data analysi regress classif cluster we give credit to paulin glikman alban gaubert elia abou khalil-lanvin student at essec busi school for their contribut to thi cours design.project manag analysi analyt r program credit score data analysi comput program busi analyt busi analysi present busi business-essenti

speak to inspir ceremoni and motiv speechesadvancedth most memor speech inspir entertain and praise. by blend stori and eloqu great speech highlight the core valu motiv an audience. you might need to do thi in a keynot address a eulog or simpli a busi meeting. inspir audienc is a common but difficult write challenge. you want a speech that elev the topic and the audience. thi cours give you a method for prepar and deliv speech that inspir and entertain. by the end of thi cours you should be abl to compos and deliv move speech that prais core audienc valu through evid storytel and humor. you should be abl to write eloqu passag in tone appropri to the audienc and occas and speak fluidli from either a well-prepar manuscript or from memory. learner will record speech provid and receiv peer feedback.prais essay write audienc write speech write public speak storytel .bit speech voic analysi personal-develop personal-develop

race and cultur divers in american life and historyintermediatelearn will deepen their understand and appreci of way in which race ethnic and cultur divers have shape american institut ideolog law and social relationship from the coloni era to the present. race and ethnic are ideolog and cultur categori that includ all group and individuals. henc thi cours is design in signific part to take a broad look at the ideolog of race and cultur divers in america� past and present. the primari focu is on the histor and social relationship among european american nativ american african american latino/a and asian/pacif americans. issu of race and ethnic are examin across differ ethno-cultur tradit in order to interweav divers experi into a larger synthesi of the mean of race and ethnic in american life. in thi cours we conceiv of �race� and �diversity� as refer to the entir american popul even as we recogn that differ group have uniqu histor experi result in distinct and even fundament cultur differences. we treat race and ethnic as dynam complex ideolog and cultur process that shape all social institut belief system inter-group relationship and individu experiences.empathi art histori biolog discrimin histori mytholog geograph segreg law disciplin child personal-develop personal-develop

write a person essayadvancedthi class is the chanc to creat your person essay or extend into a full memoir -- from plan and structur to bold narr brushstrok to the layer of signific detail. you will develop the opportun to find your voic and see it come aliv amplifi and improv on the page. thi is the chanc to tell your stori in a way that invit reader in; your stori written to be read. the memoir and person essay are two of the best-sel and most univers acclaim genr in the world of modern creativ writing. welcom to your story.chemistri film essay write creativ write write storytel comfort fiction write art and human poetri write arts-and-human music-and-art

curanderismo tradit heal of the mind energi & spiritbeginnera the third of four cours on curanderismo the art of hispanic/latino tradit medicin thi cours focus specif on tradit heal of mind energi and spirit. as an educ and cultur platform thi cours will share a number of tradit bodi therapies. train tradit healer will share their knowledg of cleans from differ cultur such as spiritu energet and tonal cleansing. learner will not becom certifi tradit healer at the complet of thi cours but will be abl appli basic principl or tradit medicin for health and illnesses. they will becom familiar specif with the tradit therapi of the sweat lodg temazc laugh therapi risaterapia and they will learn about the creation of sacr space and heal grief through d�a de lo muertos. the final curanderismo cours will be �\tglobal and cultur influenc of tradit heal african tradit medicin from uganda and gabon; afro-latino from cuba and puerto rico nativ american spiritu cleans and mayan acupunctur and other topics. requir text - curanderismo the art of tradit medicin without border by eliseo torr - curandero tradit healer of mexico and the southwest by eliseo torr with imanol miranda where to buy https//he.kendallhunt.com/product/curanderismo-art-traditional-medicine-without-bord https//he.kendallhunt.com/product/curandero-traditional-healers-mexico-and-southwest option text curandero a life in mexican folk heal by eliseo torr & tim sawyer heal with herb & ritual a mexican tradit eliseo torr edit by tim sawyer where to buy https//www.barnesandnoble.com/w/curandero-torres-eliseo-cheo/1120135382?ean=9780826336415&st=pla&sid=bnb1341481610&sourceid=plagona&dpid=tdtve346c&2sid=googlec&gclid=eaiaiqobchmi36lmyev3giviunkch3ipguyeaqyasabeglyxfdbw https//www.barnesandnoble.com/w/healing-with-herbs-and-rituals-torres-eliseo-cheo/1120135381?ean=9780826339621&st=pla&sid=bnb825204424&sourceid=plagona&dpid=tdtve346c&2sid=googlec&gclid=eaiaiqobchmirrvswyev3givbsrkch3bxqcheaqyasabeglnldbw podcast - blubrri podcast - https//www.blubrry.com/normallol/41068835/normal-lol-63-depersonalization-mental-wellness-curanderismomexican-traditional-healing-with-eliseo-cheo-torres/ - itun episod 63 - https//itunes.apple.com/us/podcast/normal-lol-depersonalization-derealization-anxiety/id1065740418?mt=2reiki temazc tradit medicin sweat lodg aromatherapi prayer heal therapi laughter sound life-sci public-health

unord data structuresadvancedth unord data structur cours cover the data structur and algorithm need to implement hash tabl disjoint set and graphs. these fundament data structur are use for unord data. for exampl a hash tabl provid immedi access to data index by an arbitrari key valu that could be a number such as a memori address for cach memori a url such as for a web cach or a dictionary. graph are use to repres relationship between item and thi cours cover sever differ data structur for repres graph and sever differ algorithm for travers graph includ find the shortest rout from one node to anoth node. these graph algorithm will also depend on anoth concept call disjoint set so thi cours will also cover it data structur and associ algorithms.data structur graph algorithm tree travers span tree algorithm shortest path problem graph travers c++ graph hash computer-sci software-develop

case studi in busi analyt with accentureadvancedwho is thi cours for ? thi cours is restrict to learner enrol in strateg busi analyt special as a prepar to the capston project. dure the first two mooc we focus on specif techniqu for specif applications. instead with thi third mooc we provid you with differ exampl to open your mind to differ applic from differ industri and sectors. the object is to give you an helicopt overview on what' happen in thi field. you will see how the tool present in the two previou cours of the special are use in real life projects. we want to ignit your reflect process. henc you will best make use of the accentur case by watch first the mooc and then investig by yourself on the differ concept industri or challeng that are introduc dure the videos. at the end of thi cours learner will be abl to - identifi the possibl applic of busi analyt - henc reflect on the possibl solut and added-valu applic that could be propos for their capston project. the case will be present by senior practition from accentur with differ background in term of industri function and country. special attent will be paid to the "valu case" of the issu rais to prepar you for the capston project of the specialization. about accentur accentur is a lead global profession servic compani provid a broad rang of servic and solut in strategi consult digit technolog and operations. combin unmatch experi and special skill across more than 40 industri and all busi functions�underpin by the world� largest deliveri network�accentur work at the intersect of busi and technolog to help client improv their perform and creat sustain valu for their stakeholders. with more than 358 000 peopl serv client in more than 120 countri accentur drive innov to improv the way the world work and lives. visit us at www.accenture.com.analyt augment assign busi analyt case studi intern commun financi servic global busi analysi a/ros market data-sci data-analysi

graph with ggplot2beginnerwelcom to the introduct to ggplot2 project use r. thi is a project base cours that should take approxim 2 hour to finish. befor dive into the project pleas take a look at the cours object and structure. cours object by the end of thi cours you will be abl to to understand what the grammar of graphic is and how it is used. to practic use the ggplot2 function and the respect geom's. complet a custom graph that ha three variabl a trend line and the appropri titl subtitl and axis. to recogn the power of analyz data use color and sizes.exercis euler' totient function await hand microsoft excel ggplot2 experi virtual machin graph machin learn data-sci data-analysi

capston valu creation through innovationadvancedthi capston cours is the final cours of the valu creation through innov specialization. the special cover technolog base innov and transform and how to spot and to capit on emerg opportunities. uc berkeley haa school of busi and kth royal institut of technolog are the academ partner in the valu creation through innov specialization. in thi capston project you will util the method introduc in the cours the impact of technolog innov & entrepreneurship and market strategi for entrepreneur and show that you master them. you should be abl to show knowledg and judgment regard when and how to util what method and approach. you will throughout the capston project work on one project that you select yourself. each week you will be given one major assign to complet and later to review.strategi valu network emerg technolog innov peer review peer valu proposit design think hope project busi entrepreneurship

use effici sort algorithm in java to arrang tax databeginnerbi the end of thi project you will learn how to creat an applic that sort missouri tax data into ascend order use a varieti of critic sort algorithms. we will learn how to process a real life data set and see the differ between variou sort algorithm in memori and time usage. in addit we will learn how to analyz a sort algorithm and how to design a readabl implementation. final we will cover what circumst are ideal for each type of sort algorithm. after complet thi project student will be abl to move to more advanc algorithm and data structures. sort algorithm are essenti to the creation of power and effici program for almost ani circumst when we need to arrang the data for our user in a certain order. do thi can make it significantli faster for a human or even comput to pars and understand thi data to make busi decisions. we will explor how each of these sort method are differ and how to implement them. we will also briefli cover how to access these method use built-in java functions. in thi cours we will cover bubbl sort insert sort merg sort select sort and quicksort. these five sort techniqu span a varieti of effici and use case in real life. they also all are easi to implement with knowledg of array recurs and loop in java.merg sort ?-recurs function algorithm quicksort sort algorithm algorithm effici bubbl sort sort select sort insert sort computer-sci software-develop

introduct to integr nursingbeginnerthi cours is design for nurs who are drawn to practic in a differ way � nurs who valu whole-person care and know that the essenc of nurs practic is truli care and healing. you will learn about the principl and practic of integr nurs and how you can be a heal presenc to all you serve. then you will do an integr assess and appli the principl of integr nurs to improv symptom manag and overal patient outcomes. final you will explor way to becom a leader in integr nurs and creat new patient care models. continu educ credit thi cours ha been design to meet minnesota board of nurs continu educ requir for 12 contact hour and may be elig for ce credit from other profession board that allow self-docu of continu educ activities. it is your respons to check with your regulatori board to confirm thi cours meet your local requir and if necessari to provid them with the certif of complet you get if you pay for and fulfil all the requir of thi course.leadership and manag nurs manag patient care women' health nurs guid medit medicin nurs educ nurs care plan nurs educ life-sci patient-car

magnet for power electron convertersadvancedthi cours can also be taken for academ credit as ecea 5703 part of cu boulder� master of scienc in electr engin degree. thi cours cover the analysi and design of magnet compon includ inductor and transform use in power electron converters. the cours start with an introduct to physic principl behind inductor and transform includ the concept of induct core materi satur airgap and energi storag in inductor reluct and magnet circuit model transform equival circuit magnet and leakag inductance. multi-wind transform model are also develop includ induct matrix represent for seri and parallel structures. model of loss in magnet compon cover core and wind loss includ skin and proxim effects. final a complet procedur is develop for design optim of inductor in switched-mod power converters.�� after complet thi cours you will - understand the fundament of magnet compon includ inductor and transform - be abl to analyz and model loss in magnet compon and understand design trade-offs� - know how to design and optim inductor and transform for switched-mod power convert thi cours assum prior complet of cours 1 and 2 introduct to power electron and convert circuits.recurs enumer set copper f.lux round model switch electr engin power electron electron materi physical-science-and-engin electrical-engin

ferrou technolog iibeginnersteel ever-evolv materi ha been the most preemin of all materi sinc it can provid wide rang of properti that can meet ever-chang requirements. in thi cours we explor both fundament and technic issu relat to steel includ iron and steelmak microstructur and phase transform and their properti and applications.weld chemistri chemic engin electr engin metallurgi materi design mechan engin civil engin carbon materi physical-science-and-engin electrical-engin

motiv enhanc techniqu work with patient with opioid & substanc use disord or high risk use mat waiver train supplement courseintermediatework with patient with substanc use disord or high risk thi option onlin cours opportun is made possibl through a joint partnership with univers of virginia school of medicin uvasom and nurs son and the american academi of addict psychiatri aaap data 2000 sponsor. thi content wa creat by the aaap and ha been use with permission. the cours consist of one 1-hour session for healthcar provid who wish to enhanc their effect in treat high-risk patient or those with substanc use disorder. motiv interview ha been quit effect in not onli treat these client but mani other client with other chronic ill as well. thi webinar will discuss motiv enhanc techniqu to assist clinician in treat patient with opioid substanc use disorders. the session includ a pre and post self-assess and one record audio session. after complet all compon learner will be direct to complet an evalu to receiv credit. estim time to complet thi activ 1.0 hour releas date march 1 2020 uva grant date 09/30/2019 � 09/29/2022 fund for thi initi wa made possibl by a grant from samhsa. the view express in written confer materi or public and by speaker and moder do not necessarili reflect the offici polici of the depart of health and human services? nor doe mention of trade name commerci practic or organ impli endors by the u.s. government.recr therapi patient addict psychotherapi empathi psychiatri substanc use disord risk therapi motiv interview life-sci patient-car

manag respons practic sustain respons and ethicsconversantmanag are increasingli confront with issu of sustain respons and ethics. manag respons is an integr approach to sustain respons and ethic which allow you as a manag to deal compet with such challenges. thi cours will facilit your learn process to engag in chang practic to make them more sustain respons and ethic informed. we will first introduc the context of the trend toward respons manag practic week 1. we then explor the basic of each set of issu sustain week 2 respons week 3 and ethic week 4. in week 5 you will work on your own respons manag issue/task and explor respons manag practic in an area of profession interest e.g. strategi entrepreneurship innov organ oper suppli chain human resourc market and commun intern manag account and finance. in week 6 we will tri to understand and experi what manag respons mean in practic includ opportun and challeng and with a focu on transform change. dure these last two week you will work in a problem-ori way base on a challeng topic you have come across in your own manag practice. in the cours we will form multicultur team to learn about problem you bring forward. the cours also facilit the format of peer network that allow you to continu thi learn experi after finish the mooc. the mooc is an initi in collabor with the un-support principl for respons manag educ prme initiative. overal learn outcom 1 to provid an introduct to the three constitut field of manag respons sustain respons and ethics. 2 to help appli the knowledg and insight gain from these three field to real life problem in your own setting. 3 to identifi understand and facilit individu action that can lead to chang at the organis and system level ...to �act is to move� 4 to learn to appreci and bring togeth differ point of view and negoti collect solut to press problems. who is thi mooc for? recommend background while thi cours is primarili design for execut who want to work on particular respons manag issu and creat respons manag practic also advanc busi student will find it helpful. suggest read there are no specif requir texts. howev the content and assign of thi cours have been base on the follow book which might be help as complementari materi laasch oliv and r. conway 2014. principl of respons manag global sustain respons and ethic cengag learn mason.corpor social respons manag account human resourc ethic corpor bond suppli chain experi leadership and manag awar sustain busi leadership-and-manag

the chang landscap of ancient rome. archaeolog and histori of the palatin hillbeginnerstudi ancient - as well as mediev or modern - citi basic mean tell local urban stori base on the reconstruct of chang landscap through the centuries. given the fragmentari natur of archaeolog evid it is necessari to creat new imag that would give back the physic aspect of the urban landscap and that would bring it to life again. we are not just content with analyz the mani element still visibl of the ancient city. the connect between object and architectur visibl and non visibl build which have been broken through time have to be rejoin to acknowledg the element that compos the urban landscape. landscap and it content are a veri relev and still vital part of ani nation cultur heritage. the cours will introduc student to the way we have been reflect on over the last twenti year and still are engag with the studi of the past of our citi begin from the most complex case in the ancient mediterranean world the core of itali and of roman empire. on the other hand knowledg mean also preserv and defens of materi remain and cultur memory. �the chang landscap of ancient rome. archeolog and histori of the palatin hill� present to a larg public the topograph lay-out of the most relev part of the citi accord the greek and roman historian rome wa found on the palatine. research develop on the palatin sinc the end of last centuri by the team of sapienza classic archaeologist open a new phase in the urban archaeolog investig and in the scientif debat about the relat between archaeolog featur and literari tradit as well as the �correct use� of both kind of evid key issu of wide archaeolog and histor significance.metropoli prince2 palac middl east histori urban area latex bath landscap architectur number spreadsheet arts-and-human histori

intern migrat a global issuebeginnerabout the mooc intern migrat a global issu catherin wihtol de wenden - ceri cnrs/sciencespo about the cours the world is move but not all opinion and govern are will to accept thi poorli understood reality. the issu affect both state and the planet in a process of global and of region of migrat and rais new question for intern relat now includ the south. thi cours aim at improv knowledg of the subject address the key issu rais by intern migrat and assess the trend of tomorrow. format the mooc last 7 week and focus on variou theme relat to migration. it make use of variou type of document such as map news articl and scientif papers. the text is in english and the video are in french with english subtitl teacher catherin wihtol de wenden is research director at the cnr ceri and teach at sciences-po. she ha been a consult to mani intern organ notabl the council of europ and the offic of the high commission for refugees. from 2002 to 2008 she led the "migration" research group of the intern sociolog association. author of some 20 book and have conduct mani field investig she also teach at the sapienza univers of rome. cours outlin session 1 global of migrat session 2 refuge and environment displac person session 3 europ session 4 franc and intern migrat flow session 5 citizenship and migrat session 6 border session 7 right to mobil and global governanceimmigr law demographi intern law terror global sap erp law foreign polici sociolog intern relat social-sci governance-and-societi

mandarin chines 3 chines for beginnersintermediatemandarin chines 3 chines for beginn is a beginner' cours of mandarin chines in continu of mandarin chines 2 chines for beginners. it use lectur short play interact exercis and cultur tip to help learner build a fundament capabl of oral chines in real-lif situations. at the end of the 5-lesson cours the learner will reach the follow profici ? 500 word ? 60 languag point ? handl 15 real-lif situations. complet "learn mandarin chines 2 chines for beginners" or have attend chines cours of ani type for at least 30 hour is the prerequisite.hotel order pair one health book languag number spreadsheet speech xml interfac for network servic chines languag cultur language-learn other-languag

blockchain for the decis makeradvancedthi nanomooc is an introduct to the upcom full cours "blockchain for the decis maker" offer by eit digit and the budapest univers of technolog and economics. you will learn - the concept of distribut ledger and how "blockchains" can provid them - the differ between public network as bitcoin and consorti one bespok for specif busi consortia and need - the key valu proposit of blockchain for busi and a birds-ey view of use case pattern - the fact that consciou stepwis "blockchainification" can help you avoid unnecessari disrupt and manag risk - turnkey solut on the lead cloud enabl enterpris integr and rapid introduct after complet stay tune for the full cours complet with "problem - opportun - application" analys and much more!us case cloud comput peer decis make averag process proposit valu proposit stress blockchain busi business-strategi

oper system and you becom a power userconversantin thi cours -- through a combin of video lectur demonstr and hands-on practic -- you�ll learn about the main compon of an oper system and how to perform critic task like manag softwar and user and configur hardware. by the end of thi cours you�ll be abl to ? navig the window and linux filesystem use a graphic user interfac and command line interpret ? set up user group and permiss for account access ? instal configur and remov softwar on the window and linux oper system ? configur disk partit and filesystem ? understand how system process work and how to manag them ? work with system log and remot connect tool ? util oper system knowledg to troubleshoot common issu in an it support specialist rolefil system permiss leadership and manag java annot command-lin interfac linux file system interfac process oper system powershel file system information-technolog support-and-oper

implement hangman game use basic of python 3beginnerin thi 1-hour long project-bas cours you will learn how to get input from the user and then display it in a separ line and use differ data type to store the variabl in them. you will also be abl to use the if condit to let the program make decis whether the player guess a correct charact or not and keep track that the number of turn is not zero. in addit you will be abl to implement the definit type of loop that will be use to continu the game. by the end of the project you will get to know and implement recurs function that will help have a more user friendli game. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.us recurs function comput program web servic video game develop recurs project machin learn python program euler' totient function computer-sci software-develop

introduct to javascriptbeginnerin thi beginning-level cours you will discov where javascript fit into the world of web development. through hands-on exercis you will use the notepad++ text editor to emb javascript code to an exist html document. as you code a simpl javascript program to provid user interact you will learn to recogn and appli syntax rule and code standard associ with javascript. the final activ in the cours ha you move your javascript code into an extern file so that you can compar inlin and extern javascript. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.mobil develop html php web develop syntax comput program javascript text editor project extern computer-sci mobile-and-web-develop

build a data scienc web app with streamlit and pythonbeginnerwelcom to thi hands-on project on build your first data scienc web app with the streamlit librari in python. by the end of thi project you are go to be comfort with use python and streamlit to build beauti and interact web app with zero web develop experience! we are go to load explor visual and interact with data and gener dashboard in less than 100 line of python code! prior experi with write simpl python script and use panda for data manipul is recommended. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project python librari web python program html web develop applic design comput program machin learn web applic data-sci machine-learn

test and debug pythonbeginnerif you have seen ani of the news late it is not hard to imagin whi softwar bug cost the economi billion of dollar per year as well as cost lives. the abil to test your code and other� code is probabl one of the most import skill to know as a developer. know how to track down and fix bug is also critical. test can mean ad print statement to output data at certain point in a program to visual check it. test can also involv develop separ program to test the function of the code itself. in thi cours you will creat a python applic that implement a new sort algorithm. you will also creat a test to sort the algorithm and use debug to find bug in the code. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.debugg softwar c++ euler' totient function softwar test python program sort algorithm sort softwar bug frama-c computer-sci software-develop

game without chanc combinatori game theoryintermediatethi cours will cover the mathemat theori and analysi of simpl game without chanc moves.gam theori number spreadsheet human learn mathemat combinatori game theori survey number theori .bit combinator binari number math-and-log math-and-log

build a databas from a relat modelbeginnerin thi cours you will interpret the compon of a relat data model convert that model into a relat databas and then test the databas design. the process of databas design begin with requir analysi to determin who will use the new databas and how it will be used. the result of the detail analysi are record in an entiti relationship diagram erd which document entiti and their attribut along with the relationship between entities. the erd logic design is then convert into the relat model which serv as the blueprint for the actual creation of a databas in a databas manag system. by the end of thi cours you will have use a blueprint�a relat model�to creat a databas use sqlitestudio. in addit you will have develop test data and queri to valid the databas design repres by the relat model. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.databas design relat databas databas order pair data model test data databas manag system relat model graphic model uniqu key information-technolog data-manag

design data-intens applicationsbeginnerwelcom to the special cours of design data-intens applications. thi cours will be complet on four week it will be support with video and exercises. by the end of thi special learner will be abl to propos design justifi and develop high reliabl inform system accord to type of data and volum of inform respons time type of process and queri in order to support scalabl maintain secur and reliabl consid the last inform technologies. softwar to download mysql workbench rapidmin hadoop framework hortonwork mongodb in case you have a mac / io oper system you need to perform an action call virtualbox.appli data mine databas cope with sql user requir document .properti relat databas data-intens comput data mine acid data-sci data-analysi

enhanc student learn through kahootbeginnerbi the end of thi project you will have creat a kahoot collect that will engag your student dure virtual learn or as a more engag way to encourag practic and review at home or in the classroom. teach is constantli evolving. as we learn more about our student we uncov new way to ensur that they are not just learn - they are thriving. when we can connect our tech-savvi student to tech-connect learn our student are more like to enjoy learning. we can also encourag them to becom lifelong learner as we connect them to the mani tool and resourc that are avail at their fingertip online. onc you are confid with use kahoot and have a wide array of kahoot in your collect you will discov that kahoot can be use in mani ways! you can use kahoot for form assess summ assess review or as a fun addit to a theme day! the opportun are endless. kahoot allow teacher to creat engag learn game or trivia quizz on ani topic and in ani language. it is an excel tool for classroom learn remot learn and parent engag their child� learn at home.stud engag interact confid resourc child lifelong learn project teach parent languag learn social-sci educ

market and competit in price strategyadvancedif you haven�t consid what the competit is charg you may not be maxim your revenue. spend time analyz the market and you can influenc price and improv margins. in thi cours we'll show you how to implement competit price and avoid common legal pitfal of market-bas pricing. you will also learn how to predict influenc and respond to competitors� price moves. develop at the darden school of busi at the univers of virginia and led by top-rank darden faculti and boston consult group global price expert thi cours provid an in-depth understand of market-bas price and how to use it to captur more revenue.market econom product line market segment competit law strategi game theori price competit econom price discrimin price strategi busi market

constitut reform in russiaintermediateth cours prepar by one of the best russian expert in constitut law will focu on polit econom and cultur dimens of the russian constitut system. histor background of constitut reform and today develop will be discuss base on concret exampl of these developments. the cours will both observ the specif of the russian constitut system in comparison to the other constitut system and penetr into the key characterist of the russian constitution. sinc adopt of the current russian constitut of 1993 thi constitut system made a great evolution. the cours will help to understand what idea and concept stand behind the russian polit both domest and intern which principl lie in the basement of the legal framework for cultur polit and econom life of the russian society. foreign and russian see the russian constitut system in the �distort mirror� of mass media; both of them need profession analysi of how the legal government and econom system are design in russia. the cours will present thi kind of analysi by a russian scholar familiar to contemporari develop of constitution in the world who is abl to present the view from insid russia but to posit the russian constitut system in the a wide context of the world constitutionalism. on the finish thi cours the student will 1. make analysi of legisl and judici act taken by russian state author in the context of the russian constitut it main valu and basic principl 2. to give expert assist for interact with the russian govern structur in a wide rang of polit and econom question know 1. the specif of the russian constitut russian legal polit and econom system 2. the histori of form and develop of the contemporari constitut system of russia have the capac to 1. better understand of polit econom and legal process in russia 2. make prognosi of the develop of the russian legisl and judici practic the reaction of the russian state bodi to event in the world and to the decis made by foreign state and intern organizationshistori constitut inflat russian public opinion social justic econom intern financ intern law famili social-sci law

manag chang when move to googl cloudbeginnermov to the cloud creat numer opportun to start work in a new way and it empow the workforc to better collabor and innovate. but it� also a big change. sometim the success of the chang hing not on the chang itself but on how it� managed. thi cours will help peopl manag to understand some of the key challeng associ with cloud adopt and provid them with a verifi in-the-field framework that will assist them in support their team on the chang journey. by address the human factor of move to the cloud organ increas their chanc of realiz busi object and invest in their futur talent.path variabl employ train project manag perform organ manag cloud comput adopt oper manag chang manag information-technolog cloud-comput

questionnair design for social surveysintermediatethi cours will cover the basic element of design and evalu questionnaires. we will review the process of respond to question challeng and option for ask question about behavior frequenc practic techniqu for evalu question mode specif questionnair characterist and review method of standard and convers interviewing.typ i and type ii error standard score spss web survey design focu group qualit research survey methodolog target audienc context effect life-sci psycholog

brand and custom experienceadvancedwheth student come from a brand or a custom experi background or perspect thi cours will explor the synergi between and the intersect of the two set of activities. while there are differ approach to defin a brand strategi a brand project� implement impact mani depart and their customer-fac activities. in thi sens it� essenti to understand brand effort in the context of custom experience. in thi cours we will use a framework - adapt from custom journey map - for focus and organ students' think about the oper implic of their brand projects. through the framework we will deriv an oper languag for align activ and measur impact across multipl depart and the custom touch point they manage.touchpoint market experi custom servic leadership and manag custom experi manag outsourc custom experi brand manag brand busi market

corpor financ ii financ invest and manag riskadvancedin thi cours you will learn how compani decid on how much debt to take and whether to rais capit from market or from banks. you will also learn how to measur and manag credit risk and how to deal with financi distress. you will discuss the mechan of dividend and share repurchas and how to choos the best way to return cash to investors. you will also learn how to use deriv and liquid manag to offset specif sourc of financi risk includ currenc risks. final you will learn how compani financ merger and acquisit decis includ leverag buyout and how to incorpor larg chang in leverag in standard valuat models. upon success complet of thi cours you will be abl to �\tunderstand how compani make financ payout and risk manag decis that creat valu �\tmeasur the effect of leverag on profit risk and valuat �\tmanag credit risk and financi distress use appropri financi tool �\tunderstand the link between payout polici and compani perform �\tuse deriv and liquid manag to offset financi risk �\tpick an appropri financ packag for an m&a or leverag buyout deal thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.foreign exchang risk leadership and manag financi manag invest financ risk manag credit risk risk merger & acquisit corpor bond busi financ

share citi govern and urban sustainabilityintermediateth share economi is booming! but what are the impact on citi and sustainability? thi cours connect the share economi citi govern and urban sustain to provid uniqu knowledg and insight into share cities. we util a divers of lead exampl of the emerg share economi in citi to bring thi cours to life. the share economi can contribut to social environment and econom sustain and share citi can unlock new opportun and solv urban challeng by facilit and appli the share economi in urban contexts. but it is imper that the share economi is shape and design to advanc urban sustainability. thi cours is creat by share citi sweden which is a nation program for the share economi in citi in sweden. it aim to put sweden on the map as a countri that activ and critic work with share cities. it bring togeth lead thinker and practition from govern busi academ and civil society. share citi sweden is develop world-lead test-b for the share economi in stockholm gothenburg malm� and ume� and coordin a nation node to significantli improv nation and intern cooper on share cities. the underli aim is to creat sustain resili and prosper citi and urban areas. thi cours cover a divers of knowledg and experi to present and explor share citi in a holist perspect with exampl from sweden europ and around the world. in thi cours we combin a mix of film and concis read on share citi with interact forum and practic assign to creat an onlin learn community!resourc civil engin educ economi energi extern loan circular economi persuas sustain physical-science-and-engin environmental-science-and-sustain

think again iii how to reason inductivelyintermediatew to solv a murder mystery? what caus your comput to fail? who can you trust in your everyday life? in thi cours you will learn how to analyz and assess five common form of induct argument gener from sampl applic of gener infer to the best explan argument from analog and causal reasoning. the cours close by show how you can use probabl to help make decis of all sorts. suggest read student who want more detail explan or addit exercis or who want to explor these topic in more depth should consult understand argument an introduct to inform logic ninth edit concis chapter 8-12 by walter sinnott-armstrong and robert fogelin. cours format each week will be divid into multipl video segment that can be view separ or in groups. there will be short ungrad quizz after each segment to check comprehens and a longer grade quiz at the end of the course.abduct reason infer thought logic decis make financ correl and depend reason probabl causal personal-develop personal-develop

introduct to peopl analyticsintermediatethi cours is design to provid you with an understand of the role of data and technolog in human capit management. everi topic in the cours will be cover in the most practic way so that learner get hands-on experience. in the cours we use the 4t principl task theori techniqu and technolog so that there is alway a connect to organiz perform object an overview of underli theori and principl and specif tool which help achiev busi objectives. you will learn ?\twhat combin of data technolog and tool can be use in peopl manag process to improv organization� perform ?\thow to use some of these tool and how to select the one that suit your object and budget ?\tto design individu and team develop plan and measur it roi for the organ ?\thow to figur out the qualiti that lead employe to their best perform so you know what to encourag in current and look for in new employe ?\thow to identifi the right channel to recruit your employe or team member ?\twhat combin of monetari and non-monetari motiv tool work best for your organ ?\thow to predict what peopl will leav in the near futur and how to make sure some of them stay ?\thow to measur engag and make a strong organiz cultur improv performanceleadership and manag human resourc human capit perform apprais train evalu organiz cultur recruit analyt train and develop data-sci data-analysi

build web applic in phpbeginnerin thi cours you'll explor the basic structur of a web applic and how a web browser interact with a web server. you'll be introduc to the request/respons cycl includ get/post/redirect. you'll also gain an introductori understand of hypertext markup languag html as well as the basic syntax and data structur of the php languag variabl logic iter array error handl and superglob variabl among other elements. an introduct to cascad style sheet css will allow you to style markup for webpages. lastli you'll gain the skill and knowledg to instal and use an integr php/mysql environ like xampp or mamp.web develop web applic php html5 web php syntax and semant syntax html html and css css computer-sci mobile-and-web-develop

forecast skill see the futur befor it happensconversantfor mani peopl the futur come as a surpris � or even a shock. but with strong forecast skill you can avoid futur shock. you can adapt faster and becom better prepar to benefit from change. in thi cours you�ll build your futur forecast skills. you'll learn how to turn group of "signals" clue about the futur and "drivers" global forc that influenc the direct of chang into compel futur forecasts. forecast help you discov new possibl and opportun for yourself your compani or ani commun you want to inspir to make a better future. you'll also learn how to write futur scenarios. scenario take forecast one step further. they spark imagin and tell a stori about what might happen if a forecast come true. scenario help you evalu is thi a futur i'm readi for? is thi a futur i want? lead futurist from the institut for the futur will show you exactli how it' done. they'll share with you the forecast and scenario they�r most excit about right now and walk you through the key step they took to creat them. then it' your turn! you'll creat a forecast and a scenario on ani futur topic you choose. how will you benefit from take thi course? with strong forecast skill you'll get better at see the futur befor it happens. you'll be readi to consid possibl that other never see come or refus to accept. you'll be abl to help other prepar for and adapt to the future. you can decid which futur you want to make more like and which futur you want to prevent. mani thank to the enlight foundat and the enlight collabor which provid a grant to support the creation of thi course.foreign exchang market thought design think philosophi person advertis blockchain stock market stock market simul scenario plan forecast busi business-essenti

foundat of data scienc k-mean cluster in pythonconversantorganis all around the world are use data to predict behaviour and extract valuabl real-world insight to inform decisions. manag and analys big data ha becom an essenti part of modern financ retail market social scienc develop and research medicin and government. thi mooc design by an academ team from goldsmith univers of london will quickli introduc you to the core concept of data scienc to prepar you for intermedi and advanc data scienc courses. it focus on the basic mathemat statist and program skill that are necessari for typic data analysi tasks. you will consid these fundament concept on an exampl data cluster task and you will use thi exampl to learn basic program skill that are necessari for master data scienc techniques. dure the cours you will be ask to do a seri of mathemat and program exercis and a small data cluster project for a given dataset.unsupervis learn data cluster algorithm comput program ipython machin learn k-mean cluster graph numpi cluster analysi python program data-sci machine-learn

function program principl in scalabeginnerfunct program is becom increasingli widespread in industry. thi trend is driven by the adopt of scala as the main program languag for mani applications. scala fuse function and object-ori program in a practic package. it interoper seamlessli with both java and javascript. scala is the implement languag of mani import framework includ apach spark kafka and akka. it provid the core infrastructur for site such as twitter tumblr and also coursera. in thi cours you will discov the element of the function program style and learn how to appli them use in your daili program tasks. you will also develop a solid foundat for reason about function program by touch upon proof of invari and the trace of execut symbolically. the cours is hand on; most unit introduc short program that serv as illustr of import concept and invit you to play with them modifi and improv them. the cours is complement by a seri program project as homework assignments. recommend background you should have at least one year program experience. profici with java or c# is ideal but experi with other languag such as c/c++ python javascript or rubi is also sufficient. you should have some familiar use the command line.funct program ?-recurs function match pattern match recurs scala program euler' totient function comput program languag tail recurs computer-sci software-develop

the sustain develop goal � a global transdisciplinari vision for the futurebeginnerin 2015 the un launch the 17 sustain develop goal sdgs. adopt by 193 member state the goal repres an import intern step in set human on a trajectori toward sustain development. within thi cours you will get a histor overview of how sustain ha been understood as well as a thorough introduct to the sdg � what they are how progress can be measur and how the sdg are relev for the manag of the global system support humanity. the cours will examin how variou societ actor are respond to and implement the sdgs. while all of the sdg are essenti to sustain develop sdg 13 climat action is usual perceiv as the most urgent in term of the need for a swift implement on a global scale. therefor particular focu is given to thi sdg. through the cours you will gain up-to-d knowledg of the current understand of human impact on the earth at the planetari level. progress toward establish global manag of human interact with the climat system within the unit nation framework convent on climat chang unfccc is also discussed. the cours is design and taught by professor katherin richardson who is a member of the 15-person panel appoint by the un gener secretari in 2016 to write the 2019 global sustain develop report. in each lectur katherin interview expert who provid insight relev to the topic at hand.clim chang problem solv awar thought econom global critic think sustain economi analysi social-sci governance-and-societi

invest ii lesson and applic for investorsintermediatein thi cours you will start by review the fundament of invest includ the trade off of return and risk when form a portfolio asset price model such as the capit asset price model capm and the 3-factor model and the effici market hypothesis. you will be introduc to the two compon of stock return � dividend and capit gain � and will learn how each are tax and the incent provid to investor from a realization-bas capit gain tax. you will examin the invest decis and behavior bias of particip in defined-contribut dc pension plan like 401k plan in the u.s. and will learn about the evid regard the perform of individu investor in their stock portfolios. the cours conclud by discuss the evid regard the perform of actively-manag mutual funds. you will learn about the fee charg to investor by mutual fund and the evid regard the relat between fee charg and fund performance. segment of the portfolio of mutual fund that may be more like to outperform and exampl of strategi design to �earn alpha� will also be introduced. learner are welcom to take thi cours even if they have not complet "invest i fundament of perform evalu " as the first modul contain a review of invest fundament and regress analysi to get everyon up to speed. also the cours contain sever innov featur includ creativ out-of-the-studio introduct follow by quick-hit "modul in 60" countdown that highlight what will be cover in each modul four "faculti focus" interview episod with lead professor in financ and a summari of each modul done with the help of animations! thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.fin invest decis market econom strategi valuat financ efficient-market hypothesi invest invest strategi stock fund busi financ

foundat of divers and inclus at work teachoutbeginnerth summer of 2020 ha brought issu of equiti and race to the forefront of society. how do we creat toler and just climat at work? chang the cultur of an organ is challeng in the best of circumstances; today it can seem impossible. yet it is more necessari and urgent than ever to address these issu thought and with effect practic that can produc real change. six darden professor have design thi teach-out to bring you the latest scholarship and best practic on divers equiti and inclus and organiz change. you'll learn how to identifi and counteract inequ in organ how to build the busi case for divers and inclus and how manag can construct address inequity. you'll also learn how to promot the principl of divers equiti and inclus at work how to have difficult convers and how to manag and lead change.inclus manag multiliteraci prejudic and discrimin climat chang divers train divers busi divers market cultur humil minor influenc human sexual busi leadership-and-manag

introduct to fpga design for embed systemsintermediatethi cours can also be taken for academ credit as ecea 5360 part of cu boulder� master of scienc in electr engin degree. programm logic ha becom more and more common as a core technolog use to build electron systems. by integr soft-cor or hardcor processor these devic have becom complet system on a chip steadili displac gener purpos processor and asics. in particular high perform system are now almost alway implement with fpgas. thi cours will give you the foundat for fpga design in embed system along with practic design skills. you will learn what an fpga is and how thi technolog wa develop how to select the best fpga architectur for a given applic how to use state of the art softwar tool for fpga develop and solv critic digit design problem use fpgas. you use fpga develop tool to complet sever exampl design includ a custom processor. if you are think of a career in electron design or an engin look at a career chang thi is a great cours to enhanc your career opportunities. hardwar requir you must have access to comput resourc to run the develop tool a pc run either window 7 8 or 10 or a recent linux os which must be rhel 6.5 or cento linux 6.5 or later. either linux os could be run as a virtual machin under window 8 or 10. the tool do not run on appl mac computers. whatev the os the comput must have at least 8 gb of ram. most new laptop will have thi or it may be possibl to upgrad the memory.electron hardwar descript languag verilog schemat design analysi static time analysi primal test verif and valid circuit design digit design physical-science-and-engin electrical-engin

basic cryptographi and program with crypto apiadvancedin thi mooc we will learn the basic concept and principl of crytographi appli basic cryptoanalysi to decrypt messag encrypt with mono-alphabet substitut cipher and discuss the strongest encrypt techniqu of the one-time-pad and relat quantum key distribut systems. we will also learn the effici symmetr key cryptographi algorithm for encrypt data discuss the de and ae standard studi the criteria for select ae standard present the block cipher oper mode and discuss how they can prevent and detect the block swap attack and examin how to defend against replay attacks. we will learn the diffie-hellman symmetr key exchang protocol to gener a symmetr key for two parti to commun over insecur channel. we will learn the modular arithmet and the euler totient theorem to appreci the rsa asymmetr crypto algorithm and use openssl util to realiz the basic oper of rsa crypto algorithm. arm with these knowledg we learn how to use php crypto api to write secur program for encrypt and decrypt document and for sign and verifi documents. we then appli these techniqu to enhanc the registr process of a web site which ensur the account creat is actual request by the owner of the email account.appl program interfac cipher cryptographi symmetric-key algorithm block cipher block cipher mode of oper quantum key distribut key size comput program digit signatur computer-sci computer-security-and-network

histori of rock part oneintermediatethi cours part 1 of a 2-cours sequenc examin the histori of rock primarili as it unfold in the unit state from the day befor rock pre-1955 to the end of the 1960s. thi cours cover the music of elvi presley chuck berri phil spector bob dylan the beatl the roll stone jimi hendrix cream and mani more artist with an emphasi both on cultur context and on the music itself. we will also explor how develop in the music busi and in technolog help shape the way in which style developed. rock emerg in the mid 1950 as a blend of mainstream pop rhythm and blue and countri and western--styl that previous had remain rel separate. thi new style becam the music of the emerg youth cultur and wa often associ with teen rebellion. we will follow the stori of how thi rowdi first wave of rock and roll 1955-59 wa tame in the earli 60 but came roar back with the beatl and the roll stone and then went psychedel by the end of the decade.mainstream histori of rock histori teen idol gauss markov theorem speed up robust featur guitar rockbox art histori music arts-and-human music-and-art

covid-19 contact tracingconversantth covid-19 crisi ha creat an unpreced need for contact trace across the countri requir thousand of peopl to learn key skill quickly. the job qualif for contact trace posit differ throughout the countri and the world with some new posit open to individu with a high school diploma or equivalent. in thi introductori cours student will learn about the scienc of sars-cov-2 includ the infecti period the clinic present of covid-19 and the evid for how sars-cov-2 is transmit from person-to-person and whi contact trace can be such an effect public health intervention. student will learn about how contact trace is done includ how to build rapport with case identifi their contact and support both case and their contact to stop transmiss in their communities. the cours will also cover sever import ethic consider around contact trace isol and quarantine. final the cours will identifi some of the most common barrier to contact trace effort -- along with strategi to overcom them.quarantin listen rapport public health contact trace health commun commun symptom empathi activ listen life-sci public-health

user research and designadvancedin thi cours you will learn and practic techniqu of user research and earli ui design exploration. first you will learn and practic sever techniqu for user research includ in-person research and survey and log-analysi techniques. then you will learn to analyz and deliv user research in form that support ui design includ persona use case task and scenarios. final you will learn and practic ideat techniqu that start from user research and broadli gener potenti design ideas.us user interfac design user research reason user interfac lectur entrepreneurship user experi contextu inquiri i-dea computer-sci design-and-product

perfect tens and modalsbeginnerthi is the first cours in the learn english intermedi grammar specialization. in thi cours you will learn about import intermedi verb tens includ present perfect present perfect progress past perfect and past perfect progressive. you will also learn about common modal verb use in english. thi cours is design for learner who have a basic understand of english grammar but who want to learn more and improv their skill for everyday speak or write as well as for academics. it will be a fun class with lot of entertain and inform video lectures.commun write gratitud english languag english grammar grammar korean languag human learn perfect tens languag language-learn learning-english

k-12 blend & onlin learningbeginnerthi cours introduc teacher and interest adult to k12 blend and onlin learning. particip will design a blend or onlin unit and develop one modul to use with k12 students.learn manag system media literaci onlin learn web 2.0 teacher train adult educ educ therapi order pair pre-assess instruct design social-sci educ

kinemat describ the motion of spacecraftadvancedth movement of bodi in space like spacecraft satellit and space station must be predict and control with precis in order to ensur safeti and efficacy. kinemat is a field that develop descript and predict of the motion of these bodi in 3d space. thi cours in kinemat cover four major topic area an introduct to particl kinemat a deep dive into rigid bodi kinemat in two part start with classic descript of motion use the direct cosin matrix and euler angl and conclud with a review of modern descriptor like quaternion and classic and modifi rodrigu parameters. the cours end with a look at static attitud determin use modern algorithm to predict and execut rel orient of bodi in space. after thi cours you will be abl to... * differenti a vector as seen by anoth rotat frame and deriv frame depend veloc and acceler vector * appli the transport theorem to solv kinemat particl problem and translat between variou set of attitud descript * add and subtract rel attitud descript and integr those descript numer to predict orient over time * deriv the fundament attitud coordin properti of rigid bodi and determin attitud from a seri of head measurementsfluid mechan frame angular comput fluid dynam observ measur matric map astronomi satellit physical-science-and-engin physics-and-astronomi

foundat of teach for learn introduct to student assessmentintermediateth foundat of teach for learn programm is for anyon who is teach or who would like to teach in ani subject and ani context - be it at school at home or in the workplace. with dynam lesson taught by establish and respect profession from across the commonwealth thi eight cours programm will see you develop and strengthen your skill in teach profession assess and more. as you carri on through the programm you will find yourself strengthen not onli your skill but your connect with colleagu across the globe. a profession develop opportun not to be missed. there are variou techniqu which help to assess student learning. thi cours help teacher to acquir the skill to develop and use appropri assess procedures. enhanc your cours by join the commonwealth teach commun on our websit facebook and twitter.evalu experi peer entri point assist teacher essay write facilit self-assess educ assess teach social-sci educ

toledo deciph secret of mediev spainadvancedthi cours evalu the mediev histori of toledo from the era of the visigoth kingdom 6th-8th centuri through it islam period 8th to 11th centuri and into it reintegr into christian spain after 1085 c.e. in particular we take note of the cultur and religi transform that character the citi with a special effort to understand how mani peopl and religion came to settl and live amongst one another. we will virtually-tour the islam and christian structur of the museo de santa cruz iglesia de san rom�n sinagoga del tr�nsito mezquita de bab al-mardum archivo municip de toledo and the archivo historico de la nobleza. we examin the visigoth transit from christian arian to catholic and the harsh treatment of the jewish population. we explor islam govern and develop of the mediev citi of three faith with a special interest in it cultur achievements. we will studi king alfonso �the wise� 1252-1284� effort to character himself as the �king of three religions� via hi legal codic the creation of the cantiga de santa mar�a and hi intellectu endeavor known as the toledo school of translators. we evalu the robust jewish and converso nobl famili of the citi and appreci their intellectu religi and econom contribut to castilian life. we will bear wit to the rise of anti-jewish blood puriti statut the creation of the inquisit and the expuls of the jews. we also briefli introduc and studi spanish manuscript from the municip and cathedr archiv to make new scholarli breakthrough relat to the jewish christian and muslim interrelations. no knowledg of spanish is need to particip in the cours or in our transcript efforts.scholar cultur histori conquest poetri write r&d manag cleanli choic blood decipher arts-and-human histori

requir writingintermediatewelcom to "requir writing". as the titl indic over the next four week we will be look at the import task of write of text-bas requir statements. the cours take you step by step through the rule for write requir statement in accord with the "guid for write requirements" publish by the intern council on system engin incose. thi cours welcom anyon who want to find out how to write requirements. it is relev to anyon in project manag engin qa logist support oper manag mainten and other work areas. no specif background is requir and we welcom learner with all level of interest and experience.electr engin requir engin hopper machin write softwar requir time manag augment assign grasp materi system engin physical-science-and-engin electrical-engin

respons websit develop and design capstoneadvancedfor your respons websit develop and design special capston project you will creat a complet respons multi-us data-driven websit which aim to solv a particular problem. we encourag you to creat a websit address a problem that you are interest in! howev if you don�t have an idea of your own we have sever that we will suggest in the course. in the capston project you will 1. develop a complet websit use the full rang of skill learn dure the specialis 2. work through a structur process from idea gener to product deliveri 3. document and receiv feedback on the develop of your project from an idea to a fulli function piec of softwar in a seri of structur assign includ peer interact particip in or complet of thi onlin cours will not confer academ credit for univers of london programmes.full-stack web develop web develop html visual guid user journey front-end web develop wordpress web design i-dea graphic design computer-sci mobile-and-web-develop

regress modelsbeginnerlinear model as their name impli relat an outcom to a set of predictor of interest use linear assumptions. regress model a subset of linear model are the most import statist analysi tool in a data scientist� toolkit. thi cours cover regress analysi least squar and infer use regress models. special case of the regress model anova and ancova will be cover as well. analysi of residu and variabl will be investigated. the cours will cover modern think on model select and novel use of regress model includ scatterplot smoothing.linear linear model model regress analysi gener linear model analysi linear regress gener statist model select regress data-sci probability-and-statist

global environment managementintermediatelearn about the best environment technolog for a sustain develop and how they are manag in variou set around the world. thi cours give you an opportun to learn about global trend that influenc our environ and the live condit and how differ manag system and approach that are use around the world to manag the environment. thi includ current environment technolog built for the environ and technolog for sustain soil manag groundwat protect method and integr water resourc management.urban plan leadership and manag resourc plan solid wast manag environment manag system water resourc develop environment protect resourc manag sustain physical-science-and-engin environmental-science-and-sustain

server-sid develop with nodej express and mongodbadvancedthi cours deal with all thing server-side. we base the entir cours around the nodej platform. we start with a brief overview of the web protocol http and https. we examin nodej and nodej modul express for build web servers. on the databas side we review basic crud oper nosql databas in particular mongodb and mongoos for access mongodb from nodejs. we examin the rest concept and build a rest api. we touch upon authent and security. final we review backend as a servic baa approach includ mobil baa both open-sourc and commerci baa services. at the end of thi cours you will be abl to - demonstr an understand of server-sid concept crud and rest - build and configur a backend server use nodej framework - build a rest api for the front-end to access backend servicesappl program interfac web front and back end mongodb authent node.j represent state transfer oauth http server-sid computer-sci mobile-and-web-develop

health care deliveri in healthcar organizationsbeginnerhav you ever need health care and thought that there must be better way to get or deliv health care? for exampl have you found yourself think that there should be a way to get a diagnost test or treatment at home? or do you work in a healthcar organ and find yourself think that there must be better way to deliv health care? if you have thi cours is for you. cours content includ an overview of health care deliveri includ healthcar consumer the patient' perspect health care deliveri for sick and treatment as well as health care deliveri for health and wellness. the cours provid link to extern site to connect you to the larger "real world" of healthcar organ and health care delivery. the link also serv as resourc you can take with you after you complet the cours experience. and becaus everyon love a road trip/field trip there are also "virtual field trips" to the often hidden place of interest on the web. the cours format is read video quizz and a brief electron powerpoint present project powerpoint onli - no oral presentation. the powerpoint project requir you to synthes cours materi to design a patient-cent health care deliveri system the way you would have thing run in the best of all worlds. the electron powerpoint present file is an artifact of the cours which you can circul to colleagu or use for a talk or present event.run patient probabl densiti function extern present model portabl document format p-rep healthcar manag health care life-sci healthcare-manag

essenti googl cloud infrastructur foundationconversantthi acceler on-demand cours introduc particip to the comprehens and flexibl infrastructur and platform servic provid by googl cloud with a focu on comput engine. through a combin of video lectur demo and hands-on lab particip explor and deploy solut element includ infrastructur compon such as network virtual machin and applic services. you will learn how to use the googl cloud through the consol and cloud shell. you'll also learn about the role of a cloud architect approach to infrastructur design and virtual network configur with virtual privat cloud vpc project network subnetwork ip address rout and firewal rules. prerequisit to get the most out of thi cours particip should have � complet googl cloud fundament core infrastructur or have equival experi � basic profici with command-lin tool and linux oper system environ � system oper experi includ deploy and manag applic either on-premis or in a public cloud environ >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<< new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng questscloud infrastructur privat network virtual machin cloud storag cloud comput virtual privat network network architectur cloud platform architectur googl cloud platform information-technolog cloud-comput

healthcar entrepreneurship take idea to marketadvancedthi cours delv into intellectu properti ip with an introduct into the innov landscap within the uk and how that compar with other settings. you'll focu on how intellectu properti appli to frugal innov compulsori licens and when and how to appli for intellectu property. thi cours teach you about how innov can secur fund by explor the type of fund avail the type of organis involv as well as the challeng that surround funding. a key part of thi cours is a focu on 'pitching' skill - what' involv in pitch well what content should you includ how can you best deliv a pitch. you'll come away from thi cours with strong insight into the import of protect an innovation' intellectu properti abl to identifi ip process and challeng and abl to confid pitch an innovation.entrepreneurship innov my own countri intellectu properti herbal ventur capit market econom intellectu healthcar manag translat research life-sci public-health

build a hire plan by analyz past data in sheetsbeginnerbi the end of thi project you will understand how hr analyt are use to perform sever analys such as analyz total headcount to be hire consolid the posit detail provid insight that would help the talent acquisit manag to arriv at the sourc strategi set the select process and the assess guidelines. all these analys will help creat an annual hire plan for an organization. all these step in the project are perform by individu of the human resourc team.fisc year strategi plan project human resourc recruit specif technic standard analysi financ employ busi business-strategi

perform featur analysi with yellowbrickbeginnerwelcom to thi project-bas cours on perform featur analysi with yellowbrick. in thi cours we are go to use visual to steer machin learn workflows. the problem we will tackl is to predict whether room in apart are occupi or unoccupi base on passiv sensor data such as temperatur humid light and co2 levels. with an emphasi on visual steer of our analysi we will cover the follow topic in our machin learn workflow featur analysi use method such as scatter plot radviz parallel coordin plot featur rank and manifold visualization. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt yellowbrick and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.parallel coordin rank analysi scatter plot project unifi parallel c employ python program machin learn scikit-learn data-sci machine-learn

usabl securitybeginnerthi cours focus on how to design and build secur system with a human-centr focus. we will look at basic principl of human-comput interact and appli these insight to the design of secur system with the goal of develop secur measur that respect human perform and their goal within a system.human comput interact privaci java annot user interfac secur design usabl test usabl authent secur password computer-sci computer-security-and-network

feder taxat ii properti transact of busi owner and shareholdersadvancedthi cours examin the u.s. feder tax system as it relat to properti transact of busi owner and shareholders. topic includ cost recoveri such as depreci amort and depletion; calcul of realiz versu recogn gain and losses; evalu of the potenti tax effect of nontax exchanges; and the combin or net gain and loss that are differ in nature. assign facilit self-discoveri of knowledg and develop of a varieti of profession skills.asset tax amort resid cost sharehold incom deplet account gift invest busi business-essenti

teach and assess clinic skillsnot calibratedth purpos of thi cours is to improv feedback clinic teach and assess of clinic skills.pediatr teach anatomi patient debrief physic therapi surgeri medicin order pair medic educ life-sci patient-car

introduct to the biolog of cancerconversantov 500 000 peopl in the unit state and over 8 million peopl worldwid are die everi year from cancer. as peopl live longer the incid of cancer is rise worldwid and the diseas is expect to strike over 20 million peopl annual by 2030. thi open cours is design for peopl who would like to develop an understand of cancer and how it is prevent diagnos and treated. the cours introduc the molecular biolog of cancer oncogen and tumor suppressor gene as well as the biolog hallmark of cancer. the cours also describ the risk factor for the major cancer worldwid includ lung cancer breast cancer colon cancer prostat cancer liver cancer and stomach cancer. we explain how cancer is stage the major way cancer is found by imag and how the major cancer are treated. in addit to the core materi thi cours includ two honor lesson devot to cancer of the liver and prostate. upon success complet of thi cours you will be abl to - identifi the major type of cancer worldwide. lectur 1 - describ how gene contribut to the risk and growth of cancer. lectur 2 - list and describ the ten cellular hallmark of cancer. lectur 3 - defin metastasi and identifi the major step in the metastat process. lectur 4 - describ the role of imag in the screen diagnosi stage and treatment of cancer. lectur 5 - explain how cancer is treated. lectur 6 we hope that thi cours give you a basic understand of cancer biolog and treatment. the cours is not design for patient seek treatment guidanc � but it can help you understand how cancer develop and provid a framework for understand cancer diagnosi and treatment.biolog cancer biolog oncolog cancer genet cancer stage cancer cancer treatment cancer research genet causal life-sci basic-sci

hypothesi test in public healthintermediatebiostatist is an essenti skill for everi public health research becaus it provid a set of precis method for extract meaning conclus from data. in thi second cours of the biostatist in public health special you'll learn to evalu sampl variabl and appli statist hypothesi test methods. along the way you'll perform calcul and interpret real-world data from the publish scientif literature. topic includ sampl statist the central limit theorem confid interv hypothesi test and p values.confid interv confid hypothesi test gener statist p-valu null hypothesi hypothesi statist hypothesi test sampl distribut exact test life-sci public-health

creativ toolkit ii creativ collaborationadvancedcr requir us to collabor with others. thi cours is design to make you a better creativ collaborator. creativ can requir us to bring togeth knowledg from differ area often known by differ people. we need to foster effect collabor rather than have those differ lead to misunderstand and conflict. the idea that we gener individu or collect will be evalu by other such as boss funder and customers. these audienc will like have differ concern when they hear about your idea and are like to evalu idea differ than you do. we need to pitch our idea in way that get other excit about them rather than bore or confus so that we can expand the group of collabor in our creativ efforts.collabor creativ dissent evalu innov storytel i-dea entrepreneurship influenc social influenc busi entrepreneurship

palo alto network cybersecur gateway ibeginnerpaloalto network gateway 1 gateway 1 cours descript gateway part i provid the student with a partial understand of the fundament tenant of network and cover the gener concept involv in maintain a secur network comput environment. upon success complet of thi cours student will be abl to partial examin and describ gener network fundament and also implement basic network configur techniques. whi should you take thi cours gateway 1 cours object upon complet of thi cours student will be abl to �\tdemonstr knowledg of interconnect technolog in daili commun and understand system that need protection. �\tdemonstr knowledg of physic logic and virtual address that accommod variou size network through the use of subnet mask schemes. �\texplain the tcp/ip model and correctli identifi the function of the specif layer includ packet encapsul and lifecycle.network standard commun component-bas softwar engin network hardwar default gateway flow network network model topolog internet voic over ip information-technolog secur

jacobi modular form 30 an apr�sadvancedthi is a master cours given in moscow at the laboratori of algebra geometri of the nation research univers higher school of econom by valeri gritsenko a professor of univers lill 1 france. jacobi form are holomorph function in two complex variables. they are modular in one variabl and abelian or doubl period in anoth variable. the theori of jacobi modular form becam an independ research subject after the famou book of martin eichler and don zagier �jacobi modular forms� progress in mathemat vol. 55 1985 which wa cite more than a thousand time in research papers. thi is due to mani applic of jacobi form in arithmet topolog algebra and differenti geometri mathemat and theoret physic in the theori of lie algebra etc. the list of mention subject show that my cours might be use for master and ph.d. student work in differ directions. motiv undergradu student can also studi thi subject. to follow the cours one ha to know onli elementari basic fact from the theori of modular form for exampl the paragraph 1-4 of the chapter vii of serre� �a cours in arithmetic� are enough. the main hero of the cours is the jacobi theta-series. use it we will construct a lot of concret exampl of jacobi form in one or mani abelian variabl in particular jacobi form for root systems. for some of you who will be success with the theoret exercis of the cours i am readi to formul research problem for master or ph.d. thesis. ph.d. support might be avail at cempi in lill or at the faculti of mathemat of nation research univers higher school of econom in moscow do you have technic problems? write to us coursera@hse.ruweight .properti modulo oper null coalesc oper exercis form 3 peer review peer differenti oper ternari condit oper math-and-log math-and-log

newborn capstonebeginnercongratulations! you progress your way through all four of the newborn babi care cours each with their own focal point on the mani dimens of maintain newborn health in the first month of life. now we arriv at a crucial part of your learn �the newborn babi care capstone- case studi which is your opportun to take what you have learn and synthes integr and appli what you know to a seri of case studies. interact with these real-lif scenario will help you retain the special content and be readi to put it into practic in your own care-provid environment. togeth we will experi key moment of the cours thi time through the len of case studies. we will begin with address jaundic and perform screen and assess cover in cours 1. from there we will consid case studi for both heart and lung health repres cours 2. then we will enter new territori the first doctor� visit onc babi ha gone home. here you will bring togeth element from cours 3 and 4 assess babi and also main care providers. no matter what capac you do or will provid newborn babi care the experi of thi final capston cours will posit impact your understand and abil to put that understand into practice. the newborn famili and other care provid you engag with will benefit greatli from your efforts. a newborn babi is an amaz beauti life fill with hope. there is so much that goe into make sure that babi are born healthi and so much more to think about after they are born. whether you are in the health care field or even a parent thi cours is the perfect educ opportun for you to keep newborn babi healthi in the day and week after they are born!child differenti diagnosi medicin heart diseas newborn screen interact risk factor infect risk factor diseas life-sci healthcare-manag

strategi formulationbeginnerth purpos of thi cours is to present analyz and discuss the differ facet of busi strategi formulation. emphas that strategi can be seen as a unifi theme that provid coher and direct to the action and decis of a firm we will cover a varieti of busi strategi topic concern with firm posit in the context of differ market industri and locations. at the end of the cours you will be abl to - identifi whi a strong strategi is essenti for the futur busi success - formul a busi strategi that suit the need and vision of your organ - explain whi manag too often formul sub-optim strategi - extrapol measur to optim current busi strategi workload 2-4 hour per week.leadership and manag busi strategi thought analysi plan strateg manag formul strategi strateg think strateg plan busi business-strategi

plant bioinformat capstoneintermediateth past 15 year have been excit one in plant biology. hundr of plant genom have been sequenc rna-seq ha enabl transcriptome-wid express profil and a prolifer of "-seq"-bas method ha permit protein-protein and protein-dna interact to be determin cheapli and in a high-throughput manner. these data set in turn allow us to gener hypothes at the click of a mous or tap of a finger. in plant bioinformat on coursera.org we cover 33 plant-specif onlin tool from genom browser to transcriptom data mine to promoter/network analys and other and in thi plant bioinformat capston we'll use these tool to hypothes a biolog role for a gene of unknown function summar in a written lab report. thi cours is part of a plant bioinformat special on coursera which introduc core bioinformat compet and resourc such as ncbi' genbank blast multipl sequenc align phylogenet in bioinformat method i follow by protein-protein interact structur bioinformat and rna-seq analysi in bioinformat method ii in addit to the plant-specif concept and tool introduc in plant bioinformat and the plant bioinformat capstone. thi course/capston wa develop with fund from the univers of toronto' faculti of art and scienc open cours initi fund ocif and wa implement by eddi esteban will heikoop and nichola provart. asher pasha program a gene id randomizer.gen pool gencod research method bioinformat agricultur biotechnolog onlin research method agricultur biotechnolog crispr candid gene physical-science-and-engin research-method

an introduct to consum neurosci & neuromarketingbeginnerhow do we make decis as consumers? what do we pay attent to and how do our initi respons predict our final choices? to what extent are these process unconsci and cannot be reflect in overt reports? thi cours will provid you with an introduct to some of the most basic method in the emerg field of consum neurosci and neuromarketing. you will learn about the method employ and what they mean. you will learn about the basic brain mechan in consum choic and how to stay updat on these topics. the cours will give an overview of the current and futur use of neurosci in business.market research market choic consum neurosci commun consum behaviour brand consum choic neurosci market econom busi leadership-and-manag

web applic develop basic conceptsadvancedthi is the first cours in a coursera special track involv web applic architectures. thi cours will give you the basic background terminolog and fundament concept that you need to understand in order to build modern full stack web applications. a full stack web develop is familiar with each "layer" of the softwar technolog involv in a web applic includ data model and databas technolog the web server environ and middlewar compon network protocol the user interfac and basic visual design and user interact concepts. in thi cours we will learn by doing. we will start by learn the major compon of web applic architectur along with the fundament design pattern and philosophi that are use to organ them. you will build and continu refin a fulli function full-stack web applic as we progress through the modul in thi course. along the way you will be expos to agil softwar develop practic numer tool that softwar engin are expect to know how to use and a modern web applic develop framework. thi cours is also avail in spanish. to join the spanish version visit thi page https//www.coursera.org/learn/apliweb.act record pattern rubi on rail web javascript ajax program html middlewar rubi program languag full-stack web develop web applic computer-sci mobile-and-web-develop

exploratori data analysi with matlabbeginnerin thi cours you will learn to think like a data scientist and ask question of your data. you will use interact featur in matlab to extract subset of data and to comput statist on group of relat data. you will learn to use matlab to automat gener code so you can learn syntax as you explore. you will also use interact document call live script to captur the step of your analysi commun the result and provid interact control allow other to experi by select group of data. these skill are valuabl for those who have domain knowledg and some exposur to comput tool but no program background is required. to be success in thi cours you should have some knowledg of basic statist e.g. histogram averag standard deviat curv fit interpolation. by the end of thi cours you will be abl to load data into matlab prepar it for analysi visual it perform basic comput and commun your result to others. in your last assign you will combin these skill to assess damag follow a sever weather event and commun a polish recommend base on your analysi of the data. you will be abl to visual the locat of these event on a geograph map and creat slide control allow you to quickli visual how a phenomenon chang over time.categor data c file input/output data type data visual data analysi exploratori data analysi analysi correl and depend summari statist matlab data-sci data-analysi

network data scienc with networkx and pythonbeginnerin thi 1-hour long project-bas cours you are go to be abl to perform central network analysi and visual on educ dataset to gener differ kind of random graph which repres social network and to manipul the graph and subgraph structur allow you to break and get insight on complex structures. thi guid project is for peopl who want to incorpor network data scienc skill into their technolog portfolio. thi is a topic of interest to research market consult and practition associ with the knowledg area of social scienc market social media oper research and complex science. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.network scienc central random graph graph theori random empir evid graph python program complex network network analysi data-sci data-analysi

problem-solv skill for univers successbeginnerin thi cours you will learn how to develop your problem solv and creativ skill to help you achiev success in your univers studies. after complet thi cours you will be abl to 1. recognis the import and function of problem solv and creativ thought within academ studi and the role of critic thought in creativ ideation. 2. develop a toolkit to be abl to identifi real problem and goal within ill-defin problem 3. recogn and appli analyt problem solv techniqu 4. recognis and appli creativ problem solv techniqu 5. identifi the use of creativ within and type of problem most common to your field 6. appli learnt problem solv and creativ ideat skill to a real-lif context and reflect on person learn processesdisposit i-dea audienc lesson plan employ problem solv problem solv method strategi academ write number spreadsheet social-sci educ

cybersecur capston projectadvancedthi cours present an intens experi dure which student build a softwar system they intend to be secur and then attempt to show that other students' project are insecur by find flaw in them. a note on capston frequenc pleas note that session of thi cybersecur capston project onli run 3-4 time a year depend on cours team avail and learner interest. pleas keep thi in mind as you enrol into the capston program. while you will still be abl to access certain element of the cours between session you will not be abl to submit assign or be group into team unless you are in an activ run session.cryptograph algorithm web host servic softwar engin secur github web develop softwar system encrypt softwar test cryptographi computer-sci computer-security-and-network

creat cutscen in unityadvancedwelcom to creat cutscen in uniti the fifth cours in the uniti certifi 3d artist special from uniti technologies. the cours in thi seri will help you prepar for the uniti certifi 3d artist exam the profession certif for entry- to mid-level uniti artists. 3d artist are critic to the uniti develop pipeline. they are a bridg between the programm write the applic code and the design or art director who defin the application� aesthet and style. in these cours you will be challeng to complet realist art implement task in uniti that are align to the topic cover on the exam. in cours 5 you will continu your work on the sci-fi theme 3d adventur game and creat an anim cutscen for the game. you�ll construct an environ for the cutscen from the game� asset manag lod group for optim graphic perform add particl effect block out the camera that will captur the action and final anim the camera and object to gener the scene. oh and for those player that just can�t sit through cutscen you�ll wire up a �skip� button so that they can jump into the action. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti 3d artist or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi implement 3d art in unity. you should be profici at import asset into uniti from digit content creation dcc tool prototyp scene work with light and ad particl and effects. you should also have a basic understand of 2d asset manag anim and work with scripts. you should have experi in the full product develop lifecycl and understand multi-platform develop includ for xr ar and vr platforms.product develop finite-st machin snappi packag manag storyboard comput anim sprite comput graphic mathemat optim video game develop particl system art computer-sci design-and-product

deep learn for businessbeginneryour smartphon smartwatch and automobil if it is a newer model have ai artifici intellig insid serv you everi day. in the near futur more advanc �self-learning� capabl dl deep learn and ml machin learn technolog will be use in almost everi aspect of your busi and industry. so now is the right time to learn what dl and ml is and how to use it in advantag of your company. thi cours ha three part where the first part focus on dl and ml technolog base futur busi strategi includ detail on new state-of-the-art products/servic and open sourc dl softwar which are the futur enablers. the second part focus on the core technolog of dl and ml system which includ nn neural network cnn convolut nn and rnn recurr nn systems. the third part focus on four tensorflow playground project where experi on design dl nn can be gain use an easi and fun yet veri power applic call the tensorflow playground. thi cours wa design to help you build busi strategi and enabl you to conduct technic plan on new dl and ml servic and products.deep learn artifici neural network herbicid machin learn human learn recurr neural network handwrit recognit busi model oper manag speech recognit busi business-strategi

style tabl with cssbeginnerin thi intermediate-level cours you will explor how css cascad stylesheet can be use to alter the appear of a tabl on your web page. html is use to add a tabl to a websit to organ content. css is use to make that tabl easier to read and more visual appeal to websit visitors. you will use the notepad++ editor to write css rule with a varieti of selector and properti that are appli to tabl compon to chang their appearance. the chrome browser is use to display the page to test the result of your work. css is a veri power tool and use it to enhanc the look of a tabl is a valuabl skill for a web developer. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.display devic html web web page css javascript project .properti web develop hash computer-sci mobile-and-web-develop

code for design manag & entrepreneur ibeginnerdo you want to experi what it is to go from idea to code? if so thi is the place for you! thi is the first cours in the code for design manag and entrepreneur special which is specif design for you if you�r a hands-on collabor with developers. in thi cours we�r go to focu on go from design to code with html & css two core build block for pretti much everyth on the web. you'll build creativ confid and compet that will make you an even better collabor on digit projects. thi cours wa develop at the darden school of busi at the univers of virginia and is taught by top-rank faculty.us interfac entrepreneurship html and css debug web html css design brief user experi user stori busi entrepreneurship

master staticsintermediatecours overview https//www.youtube.com/watch?v=sdom7zbifk static is the most fundament cours in mechanics. in thi cours you will learn the condit under which an object or a structur subject to time-invari static forc is in equilibrium - i.e. the condit under which it remain stationari or move with a constant velocity-. you will also learn how to calcul the reaction forc as well as the intern forc experienc throughout the structur so that later you can properli design and size the foundat and the member of the structur to assur the structure� safeti and serviceability. thi cours is suitabl for learner with interest in differ engin disciplin such as civil engin architectur mechan engin aerospace. non engin disciplin may also find the cours veri use from archaeologist who are concern about the stabil of their excav site to dentist interest in understand the forc transmit through dental bridg to orthoped surgeon concern about the forc transmit through the spine or a hip or knee joint. the content will be primarili deliv use light board. prof. katafygioti is go to write and sketch with color marker directli on the board while face you. you will have an excit and interact learn experi online!mechan engin aerospac engin frame civil engin load screen c process control structur analysi c dynam memori alloc causal beam robot physical-science-and-engin mechanical-engin

applic system programmingadvancedwelcom to applic system program the second cours in the uniti certifi programm special from uniti technologies. thi cours will help you prepar for the uniti certifi programm exam the profession certif for entri to mid-level uniti programmers. uniti is use to creat real-tim 3d applic for mani industri includ video game automot film train and more. in thi cours you will be challeng to solv realist uniti program problem that are align to topic cover on the exam. throughout the second cours you will expand upon the develop of a 2d action video game that wa start in the first cours asterax. in do so you will practic mani of the skill cover in the exam includ ad particl effect implement user custom manag user and applic data and optim for differ platforms. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti programm or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi program interact applic in unity. you should be profici at program in the c# languag and familiar with unity' script apis. you should have experi in the full product develop lifecycl from concept to launch and beyond. and you should understand multi-platform develop includ deploy applic to xr ar and vr platforms.us fee interfac applic program interfac reusabl particl system comput program render comput graphic tabl of keyboard shortcut softwar engin unreal engin computer-sci software-develop

hybrid cloud infrastructur foundat with anthosintermediatethi on-demand cours equip student to build reliabl and manag multi-clust kubernet infrastructur use antho gke whether deploy with antho on googl cloud or with antho deploy on vmware. it is a continu of architect with gke and assum hands-on experi with the technolog cover in that course.workload cloud comput googl cloud platform it servic manag data cluster algorithm enabl cloud platform target audienc authent solut stack information-technolog cloud-comput

exploit and secur vulner in java applicationsbeginnerin thi cours we will wear mani hats. with our attack hat on we will exploit inject issu that allow us to steal data exploit cross site script issu to compromis a user browser break authent to gain access to data and function reserv for the �admins� and even exploit vulner compon to run our code on a remot server and access some secrets. we will also wear defend hats. we will dive deep in the code to fix the root caus of these issu and discuss variou mitig strategies. we do thi by exploit webgoat an owasp project design to teach penetr testing. webgoat is a deliber vulner applic with mani flaw and we take aim at fix some of these issues. final we fix these issu in webgoat and build our patch binaries. togeth we will discuss onlin resourc to help us along and find meaning way to give back to the larger applic secur community.text editor viewer spring framework sourc code web authent method codebas web applic authent cross-sit script computer-sci computer-security-and-network

advanc neurobiolog iiintermediatehello everyone! welcom to advanc neurobiology! neurosci is a wonder branch of scienc on how our brain perceiv the extern world how our brain think how our brain respond to the outsid of the world and how dure diseas or age the neuron connect deteriorate. we�r tri to understand the molecular cellular natur and the circuitri arrang of how nervou system works. through thi cours you'll have a comprehens understand of basic neuroanatomi electr signal transduct movement and sever diseas in the nervou system. thi advanc neurobiolog cours is compos of 2 part advanc neurobiolog i and advanc neurobiolog il. they are relat to each other on the content but not on score or certif so you can choos either or both. it� recommend that you take them sequenti and it� great if you�v alreadi acquir a basic understand of biology. thank you for join us!sleep neurosci behavior gene anatomi arous mood disord biolog neurobiolog cognit neurosci life-sci basic-sci

hi-fiv health informat for innov valu & enrich (social/p perspective)beginnerhi-f health informat for innov valu & enrich train is an approxim 10-hour onlin cours design by columbia univers in 2016 with sponsorship from the offic of the nation coordin for health inform technolog onc. the train is role-bas and use case scenarios. no addit hardwar or softwar are requir for thi course. our nation� healthcar system is chang at a rapid pace. transform health care deliveri program depend heavili on health inform technolog to improv and coordin care maintain patient registri support patient engag develop and sustain data infrastructur necessari for multi-pay value-bas payment and enabl analyt capac to inform decis make and streamlin reporting. the acceler pace of chang from new and expand technolog will continu to be a challeng for prepar a skill workforc so take thi train will help you to stay current in the dynam landscap of health care. thi cours is one of three relat cours in the hi-fiv train program which ha topic on popul health care coordin and interoper value-bas care healthcar data analyt and patient-cent care. each of the three cours is design from a differ perspect base on variou healthcar roles. thi second cours is from a social or peer perspect gear toward care coordin care/cas manag social worker commun health worker patient navig peer coach behavior health support and other similar roles. howev we encourag anyon work in healthcar health it public health and popul health to particip in ani of the three trainings.pati experi share decision-mak patient satisfact health inform technolog decis aid patient portal health informat patient specialti care fee-for-servic life-sci health-informat

foundat skill for commun about healthintermediateeffect commun is a core skill that nearli everi health profession will need and use dure their careers. yet few health profession receiv even basic train in how to design commun to be clear and successful. as �foundat skill � the content in thi cours can be appli to both oral and written commun within and beyond health. learner will develop the skill to analyz and tailor a commun effort for differ audienc develop clear messag creat logic and compel stori understand and appli import consider with languag as well as nonverb communication. thi cours is valuabl and appropri for both begin and experienc health profession who need to commun effect with other profession patient policymak or the broader public.. content is relev to public health profession clinician of all type medic nurs dentist social work etc. health advoc and scientist and research in ani health domain..publ health medic write nonverb commun i-messag commun scienc commun present audienc health commun messag life-sci public-health

quantum mechanicsbeginnercours 2 of statist thermodynam present an introduct to quantum mechan at a level appropri for those with mechan or aerospac engin backgrounds. use a postulatori approach that describ the step to follow the schroding wave equat is deriv and simpl solut obtain that illustr atom and molecular structur behavior. more realist behavior is also explor along with modern quantum chemistri numer solut method for solv the wave equation.chemistri aerospac engin comput chemistri quantum mechan ansi statist mechan physic mechan engin fluid mechan tailor access oper physical-science-and-engin mechanical-engin

introduct to cataract surgeryintermediatethi comprehens cours will give you the fundament knowledg need to begin perform cataract surgeri by phacoemulsif and extracapsular removal. each step from preoper evalu to postop care will be cover to help prepar you for the oper room.health consent cataract nois ophthalmolog inform consent cataract surgeri c dynam memori alloc surgeri patient life-sci patient-car

comput social scienc capston projectbeginnercongratulations! not onli did you accomplish to finish our intellectu tour de forc but by now you also alreadi have all requir skill to execut a comprehens multi-method workflow of comput social science. we will put these skill to work in thi final integr lab where we are bring it all together. we scrape data from a social media site draw on the skill obtain in the 1st cours of thi specialization. we then analyz the collect data by visual the result network build on the skill obtain in the 3rd course. we analyz some key aspect of it in depth use machin learn power natur languag process put to work the insight obtain dure the 2nd course. final we use a comput simul model to explor possibl gener mechan and scrutin aspect that we did not find in our empir realiti but that help us to improv thi aspect of societi draw on the skill obtain dure the 4th cours of thi specialization. the result is the first glimps at a new way of do social scienc in a digit age comput social science. congratulations! have done all of thi yourself you can consid yourself a fledgl comput social scientist!network news transfer protocol web scrape analysi comput social scienc measur flow network social network softwar exercis resourc data-sci data-analysi

increas real estat manag profit har data analyticsadvancedin thi final cours you will complet a capston project use data analysi to recommend a method for improv profit for your compani watersh properti manag inc. watersh is respons for manag thousand of residenti rental properti throughout the unit states. your job is to persuad watershed� manag team to pursu a new strategi for manag it properti that will increas their profits. to do thi you will 1 elicit inform about import variabl relev to your analysis; 2 draw upon your new mysql databas skill to extract relev data from a real estat database; 3 implement data analysi in excel to identifi the best opportun for watersh to increas revenu and maxim profit while manag ani new risks; 4 creat a tableau dashboard to show watersh execut the result of a sensit analysis; and 5 articul a signific and innov busi process chang for watersh base on your data analysi that you will recommend to compani executives. airbnb our capstone� offici sponsor provid input on the project design. the top 10 capston complet each year will have the opportun to present their work directli to senior data scientist at airbnb live for feedback and discussion. "note onli learner who have pass the four previou cours in the special are elig to take the capstone."softwar data analysi mysql analysi sql tableau softwar method of analyt tableaux microsoft excel busi analyt .properti data-sci data-analysi

build recommend system use mxnet on aw sagemakerconversantpleas note you will need an aw account to complet thi course. your aw account will be charg as per your usage. pleas make sure that you are abl to access sagemak within your aw account. if your aw account is new you may need to ask aw support for access to certain resources. you should be familiar with python program and aw befor start thi hand on project. we use a sagemak p type instanc in thi project for train the model and if you don't have access to thi instanc type pleas contact aw support and request access. in thi 2-hour long project-bas cours you will how to train and deploy a recommend system use aw sagemaker. we will go through the detail step by step process of train a recommend system on the amazon' electron dataset. we will be use a notebook instanc to build our train model. you will learn how to use apache' mxnet deep learn model on the aw sagemak platform. sinc thi is a practic project-bas cours we will not dive in the theori behind recommend system but will focu pure on train and deploy a model with aw sagemaker. you will also need to have some experi with amazon web servic aw and a bit of knowledg of how deep learn framework work. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.recommend system euler' totient function system u process project project mine train evalu model download data-sci machine-learn

sr document requir and diagrammat notationsadvanceda requir are be gather and priorit they also need to be documented. in diagrammat notat and softwar requir specif write we discuss and practic the process of turn requir into someth readabl to the custom at a high level and the developers. when a design or develop read your document they should be abl to understand the overal idea the scope the domain the resourc the expect and whi altern choic are not selected. to creat a document in thi way you use a balanc between storytel with pictures! and complex diagrams.data flow diagram misus case use case diagram entiti relationship model softwar requir trace diagram abus case use case flow diagram document computer-sci software-develop

financ for everyon valueintermediatein valu you will explor the most power gener of valu in the world � ideas. idea are the engin of product both in the privat and public sectors. you will learn about the univers framework that determin how idea and money interact lead to the alloc of financi resources. we will identifi compon of cash flow for ani project busi or ventur as the most essenti ingredi of value. we also assess the invest techniqu use to give life to some idea while kill others. thi cours will help you understand price diversif uncertainti and even behaviour approach to deal with risk. use nobel prize-win insight you will learn how to measur the size of the risk premium and build valuat models. we�ll even connect evidence-bas scienc with common-sens analysi to give you better tool for understand whi valu are what they are and for posit yourself more effect to particip in financi markets. you will be immers in case base learn to integr some of the power framework introduc in value.market econom discern invest market anomali valu invest market correct flow network rel chang and differ cash flow financ busi financ

internet of thing capston build a mobil surveil systemadvancedin the capston project for the internet of thing special you will design and build your own system that use at least 2 sensor at least 1 commun protocol and at least 1 actuator. you will have a chanc to revisit and appli what you have learn in our cours to achiev a robust practic and/or fun-fil project. we absolut encourag you to design whatev you can think up! thi is your chanc to be creativ or to explor an idea that you have had. but if you don�t have your own idea we provid the descript of a surveil system for you to build. we will particip in the capston with you by build a surveil system that featur an off-grid solar power workstat that will serv as a hub to multipl surveil sensors. you will be abl to demonstr the knowledg and skill you have gain in thi cours through deliveri of industry-appropri document such as system design document and unit test reports. addit you will be ask to describ and show case your project as a short video present � appropri for demonstr your knowledg and technic commun skills. learn goal after complet thi capston you will be abl to 1.\tdesign system use mobil platforms. you will gain experi in document and present designs. 2.\tdevelop system that interfac multipl sensor and actuat to the dragonboard� 410c system and develop the necessari softwar to creat a fulli function system. 3.\tspecifi unit test and system test run test and prepar test report as are commonli done by those work in thi industry. 4.\tgain experi and feedback! in make technic presentations.exit system call peer internet purchas sustain project project mine internet of thing peer review workstat physical-science-and-engin electrical-engin

creat a simpl project timelin in googl sheetsbeginnerbi the end of thi project you will be abl to creat a simpl project timelin use googl sheets. you will have a better understand of how to use thi tool to help track and present project schedules. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.present sql leadership and manag creativ write project python program verif and valid project manag number spreadsheet financ busi financ

framework for data collect and analysisbeginnerthi cours will provid you with an overview over exist data product and a good understand of the data collect landscape. with the help of variou exampl you will learn how to identifi which data sourc like match your research question how to turn your research question into measur piec and how to think about an analysi plan. furthermor thi cours will provid you with a gener framework that allow you to not onli understand each step requir for a success data collect and analysi but also help you to identifi error associ with differ data sources. you will learn some metric to quantifi each potenti error and thu you will have tool at hand to describ the qualiti of a data source. final we will introduc differ larg scale data collect effort done by privat industri and govern agenc and review the learn concept through these examples. thi cours is suitabl for beginn as well as those that know about one particular data sourc but not other and are look for a gener framework to evalu data products.gener statist data gener process process survey survey data collect analysi survey methodolog methodolog data analysi data qualiti data-sci data-analysi

physic 101 - energi and momentumadvancedthi cours serv as an introduct to the physic of energi and momentum. upon complet learner will have an understand of how mathemat law and conserv principl describ the motion and interact of object all around us. they will gain experi in solv physic problem with tool such as graphic analysi algebra vector analysi and calculus. the cours follow the typic progress of topic of a first-semest univers physic cours kinemat newton� law energi and momentum. each of five modul contain read link to a free textbook complet video lectur conceptu quizz and a set of homework problems. onc the modul are complet the cours end with an exam. with 100 brief lectur and over 100 problem thi comprehens cours is similar in detail and rigor to those taught on-campus. it will thoroughli prepar learner for their upcom introductori physic cours or more advanc cours in physics.hold homework vector calculu spring must energi conserv analysi stress physic energi physical-science-and-engin physics-and-astronomi

introduct to basic vibrationsbeginnerintroduct to basic vibrat start with the fundament principl of vibrat with a singl and doubl degre of freedom systems. these fundament vibrat system provid a solid platform not onli to understand gener vibrat but also to appli or use them into simpl mechan problems.typ system solidwork physic english languag mechan engin phenomenon languag 2.5d human learn linear physical-science-and-engin mechanical-engin

equival circuit cell model simulationadvancedthi cours can also be taken for academ credit as ecea 5731 part of cu boulder� master of scienc in electr engin degree. in thi cours you will learn the purpos of each compon in an equivalent-circuit model of a lithium-ion batteri cell how to determin their paramet valu from lab-test data and how to use them to simul cell behavior under differ load profiles. by the end of the cours you will be abl to -\tstate the purpos for each compon in an equivalent-circuit model -\tcomput approxim paramet valu for a circuit model use data from a simpl lab test -\tdetermin coulomb effici of a cell from lab-test data -\tuse provid octave/matlab script to comput open-circuit-voltag relationship for a cell from lab-test data -\tuse provid octave/matlab script to comput optim valu for dynam paramet in model -\tsimul an electr vehicl to yield estim of rang and to specifi drivetrain compon -\tsimul batteri pack to understand and predict behavior when there is cell-to-cel variat in paramet valuesnonlinear program batteri manag system torqu simul leadership and manag electron model mathemat model euler' totient function system on a chip physical-science-and-engin electrical-engin

azur infrastructur fundamentalsadvancedmicrosoft azur is a servic creat by microsoft to provid cloud comput for creat and manag applic and servic use a cloud environment. azur provid softwar as a servic saa platform as a servic paa and infrastructur as a servic iaas. the platform support mani program languag and framework and can be use alon or in a multi-vendor cloud environment. thi cours focus on the fundament of azur infrastructur includ infrastructur as a service. we�ll begin with understand the subscript configur secur and acquir storage. then you�ll build virtual machin and vnets. azur environ can be highli avail and veri resilient. data can be back up to the cloud for safety. these are the concept we will discuss in thi course.microsoft azur machin learn coroutin openshift sap erp reliabl engin archim blockchain window servic site reliabl engin computer-sci computer-security-and-network

vowel of american english pronunciationbeginnerthi is the second cours of the pronunci of american english specialization. in thi cours you will learn and practic all of the vowel sound of american english includ pair of vowel that may be easi to confuse. each week you will receiv practic advic from success english learner and practic an effect techniqu call shadow to improv your pronunci of vowel sounds. you will also have opportun to record yourself and to respond to the record of other learners. onli learner who pay for the cours will be abl to take the grade quizz or submit assign for feedback. the free version provid access to the lectur and practic activ only.mouth phonet sound .bit strategi linguist orthographi english languag nois english grammar language-learn learning-english

introduct to financ the role of financi marketsadvancedin introduct to financ the role of financi market you will be introduc to the basic concept and skill need for financi manag to make inform decisions. with an overview of the structur and dynam of financi market and commonli use financi instrument you will get crucial skill to make capit invest decisions. with these skill you will be readi to understand how to measur return and risk and establish the relationship between these two. the focu of thi cours is on basic concept and skill set that will have a direct impact on real-world problem in finance. the cours will enabl you to understand the role of financi market and the natur of major secur trade in financi markets. moreov you will gain insight into how to make use of financi market to creat valu under uncertainty.capit budget common stock cash flow prefer stock financ zero-coupon bond stock market coupon bond stock asset busi financ

serv tensorflow model with a rest apibeginnerin thi project-bas cours you will learn step-by-step procedur for serv tensorflow model with a rest api. we will learn to save a tensorflow object as a servabl deploy servabl in docker contain as well as how to test our api endpoint and optim our api respons time. i would encourag learner to experi with the tool and method discuss in thi course. the learner is highli encourag to experi beyond the scope of the course. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.tensorflow applic program interfac experi reinforc euler' totient function represent state transfer mathemat optim machin learn interfac reinforc learn data-sci machine-learn

batteri state-of-health (soh) estimationadvancedthi cours can also be taken for academ credit as ecea 5733 part of cu boulder� master of scienc in electr engin degree. in thi cours you will learn how to implement differ state-of-health estim method and to evalu their rel merits. by the end of the cours you will be abl to -\tidentifi the primari degrad mechan that occur in lithium-ion cell and understand how they work -\texecut provid octave/matlab script to estim total capac use wl wtl and awtl method and lab-test data and to evalu result -\tcomput confid interv on total-capac estim -\tcomput estim of a cell� equivalent-seri resist use lab-test data -\tspecifi the tradeoff between joint and dual estim of state and paramet and step that must be taken to ensur robust estim honorsleast squar total least squar estim theori measur batteri manag system ordinari least squar estim safeti hazard number spreadsheet type i and type ii error physical-science-and-engin electrical-engin

camera exposur and photographybeginnerwelcom to cours one of photographi basic and beyond from smartphon to dslr! in these first 4 modul you will gain the knowledg and the confid that will help you make good choic as you consid qualiti of the camera you own and the qualiti of the other type of digit camera you might be considering. you will learn about the basic function that most digit camera have in common. you will also go beyond the "technical" matter and learn about how you can make excit pictur by emphas the aspect of frame and vantag point to interpret old subject in new ways. discov accessori that photograph find use and the type of camera bag from mini to carry-on size is also in store for you. you will also make your first photograph and if you are a subscrib to the special upload pictur to the web galleri and start interact with your fellow learner in our "gallery." let' get start with modul one!cr frame photographi iso imag digit camera reflex human learn confid histori digit photographi arts-and-human music-and-art

diabet - a global challengeintermediatediabet and obes are grow health problem in rich and poor countri alike. with thi cours you will get updat on cutting-edg diabet and obes research includ biolog genet and clinic aspect as well as prevent and epidemiolog of diabet and obesity. all lectur are provid by high-profil scientist from one the world' lead univers in diabet research. thi cours is part of the eit health campu programme. we hope you will enjoy our course. best wish jen juul holst sign s�rensen torekov and nicolai wewer albrechtsen depart of biomed scienc novo nordisk foundat center for basic metabol research faculti of health and medic scienc univers of copenhagenobes insulin cell therapi glucos cytokin physic activ diabet global epidemiolog endocrinolog life-sci public-health

curanderismo tradit heal of the bodyintermediatea the second of four cours on curanderismo the art of hispanic/latino tradit medicin thi cours focus specif on tradit heal of the body. as an educ and cultur platform thi cours will share a number of tradit bodi therapies. learner will not becom certifi tradit healer at the complet of thi cours but will be abl appli basic principl or tradit medicin for health and illnesses. they will becom familiar specif with the tradit treatment of empacho intestin blockag manteada shawl align ventosa fire cup hidroterapia heal with water and other topic such as the huesero bone setter. futur curanderismo cours includ tradit heal of the mind energi and spirit temazc sweatlodg limpia energetic/spiritu cleans risaterapia laugh therapi and other topics. global and cultur influenc of tradit heal african tradit afro latino from cuba and puerto rico nativ american spiritu cleans and mayan acupunctur and other topics. requir text curanderismo the art of tradit medicin without border by eliseo torr curandero tradit healer of mexico and the southwest by eliseo torr with imanol miranda where to buy https//he.kendallhunt.com/product/curanderismo-art-traditional-medicine-without-bord https//he.kendallhunt.com/product/curandero-traditional-healers-mexico-and-southwest option text curandero a life in mexican folk heal by eliseo torr & tim sawyer heal with herb & ritual a mexican tradit eliseo torr edit by tim sawyer where to buy https//www.barnesandnoble.com/w/curandero-torres-eliseo-cheo/1120135382?ean=9780826336415&st=pla&sid=bnb1341481610&sourceid=plagona&dpid=tdtve346c&2sid=googlec&gclid=eaiaiqobchmi36lmyev3giviunkch3ipguyeaqyasabeglyxfdbw https//www.barnesandnoble.com/w/healing-with-herbs-and-rituals-torres-eliseo-cheo/1120135381?ean=9780826339621&st=pla&sid=bnb825204424&sourceid=plagona&dpid=tdtve346c&2sid=googlec&gclid=eaiaiqobchmirrvswyev3givbsrkch3bxqcheaqyasabeglnldbw podcast blubrri podcast - https//www.blubrry.com/normallol/41068835/normal-lol-63-depersonalization-mental-wellness-curanderismomexican-traditional-healing-with-eliseo-cheo-torres/ itun episod 63 - https//itunes.apple.com/us/podcast/normal-lol-depersonalization-derealization-anxiety/id1065740418?mt=2hypnosi intuit counsel hypnot induct mytholog heal reiki chiropract art therapi evalu arts-and-human histori

the challeng of global healthbeginnerwhat are the world� major health challenges? what contribut to them? what can we do to improv health outcom and reduc health disparities? whether you are new to global health want to take a refresh cours or want to sampl global health befor undertak undergradu or graduat studi in the field the challeng of global health is design to provid a comprehens but concis foundat for understand global health problem and solutions. taught by dr. david boyd an award-win professor at duke university� global health institut https//www.youtube.com/watch?v=sb4xbbznxvq the cours combin lectur with video shot around the world and interview with some of the world� foremost global health experts.infecti diseas non-communic diseas global reproduct health determin diseas injuri strategi biomed engin canning life-sci public-health

understand user needsbeginnerdesign effect interact system requir understand the need and capabl of the peopl who will be use them. in thi ux cours we will focu on how to interact with user or potenti user to understand what they need what they current do what they love and hate and examin human capabl and behavior as they relat to ux design. learner will be introduc to numer techniqu to gather data from and about users. thi cours is part of the user experi ux research and design special offer on coursera. what you'll learn find out what user need assess are what qualit research is and how the two are related. learn an end-to-end methodolog for qualit research that is suit for understand user needs. the methodolog includ knowledg of semi-structur interview in-situ observ and affin walls. be expos to good practic for conduct semi-structur interview in-situ observ and affin walls. gain some experi with semi-structur interview in-situ observ and affin walls.interview analysi user experi wall qualit research need assess quantit research user research a/b test research method computer-sci design-and-product

io app develop basicsintermediateio app develop basic the second cours in the io app develop with swift special expand your program skill and appli them to authent app develop projects. the topic cover in thi cours includ xcode basic core io and cocoa touch framework simpl user interfac creation mvc architectur and much more. with a focu on use apple� compon to access sensor like camera microphon and gp by the end of thi cours you will be abl to creat a basic app accord to specifi paramet and guidelines. current thi cours is taught use swift 2. the team is awar of the releas of swift 3 and will be make edit to the cours in time. pleas be awar that at thi time the instruct is entir with swift 2.interfac mobil develop java annot xcode interfac builder user interfac applic program interfac io develop applic design swift program computer-sci mobile-and-web-develop

big data analysi with scala and sparkbeginnermanipul big data distribut over a cluster use function concept is rampant in industri and is arguabl one of the first widespread industri use of function ideas. thi is evidenc by the popular of mapreduc and hadoop and most recent apach spark a fast in-memori distribut collect framework written in scala. in thi cours we'll see how the data parallel paradigm can be extend to the distribut case use spark throughout. we'll cover spark' program model in detail be care to understand how and when it differ from familiar program model like shared-memori parallel collect or sequenti scala collections. through hands-on exampl in spark and scala we'll learn when import issu relat to distribut like latenc and network commun should be consid and how they can be address effect for improv performance. learn outcomes. by the end of thi cours you will be abl to - read data from persist storag and load it into apach spark - manipul data with spark and scala - express algorithm for data analysi in a function style - recogn how to avoid shuffl and recomput in spark recommend background you should have at least one year program experience. profici with java or c# is ideal but experi with other languag such as c/c++ python javascript or rubi is also sufficient. you should have some familiar use the command line. thi cours is intend to be taken after parallel program https//www.coursera.org/learn/parprog1.funct program apach spark sql big data unifi parallel c distribut comput scala program apach mathemat optim comput program computer-sci algorithm

intermedi grammar projectadvancedif you have taken the three cours in thi special you have learn a lot of grammar in the last few months. thi will be a big help to your studi or your career. thi capston project will help you process what you'v learn and help you rememb it forever. you will creat a grammar scrapbook of the difficult or interest english grammat structur that you studi in the specialization. you will choos a multi-media tool of your choic such as video or e-book to showcas proper use of the grammar. you will also give authent exampl of the grammar found in articl movi or song to make the scrapbook interesting. thi will be a scrapbook that you can keep with you long after thi special ends.process english grammar human learn grammar confid career english languag choic social psycholog translat language-learn learning-english

corpor strategyintermediatecorpor strategi is the strategi a firm use to compet across multipl businesses. mani small firm want to grow by enter new businesses. mani larg firm alreadi are in multipl busi e.g. a photo camera produc sell also sunglasses. we develop thi cours to help you make good corpor strategi decisions. of the mani decis a firm ha to make corpor strategi decis are among the most consequential. we will look at these key corpor strategi decis - diversif how and which busi should your firm enter? - divestitur how and from which busi should your firm exit? - corpor hq how should we organ corpor headquart to creat valu across the differ businesses?divest corpor headquart busi strategi merger & acquisit chief execut offic leadership and manag corpor bond strategi market strateg manag busi business-strategi

system think in public healthintermediatethi cours provid an introduct to system think and system model in public health. problem in public health and health polici tend to be complex with mani actor institut and risk factor involved. if an outcom depend on mani interact and adapt part and actor the outcom cannot be analyz or predict with tradit statist methods. system think is a core skill in public health and help health policymak build program and polici that are awar of and prepar for unintend consequences. an import part of system think is the practic to integr multipl perspect and synthes them into a framework or model that can describ and predict the variou way in which a system might react to polici change. system think and system model devis strategi to account for real world complexities. thi work wa coordin by the allianc for health polici and system research the world health organ with the aid of a grant from the intern develop research centr ottawa canada. addit support wa provid by the depart for intern develop dfid through a grant po5467 to futur health system research consortium. � world health organ 2014 all right reserved. the design employ and the present of the materi in thi public do not impli the express of ani opinion whatsoev on the part of the world health organ concern the legal statu of ani countri territori citi or area or of it author or concern the delimit of it frontier or boundaries. dot and dash line on map repres approxim border line for which there may not yet be full agreement. the mention of specif compani or of certain manufacturers� product doe not impli that they are endors or recommend by the world health organ in prefer to other of a similar natur that are not mentioned. error and omiss except the name of proprietari product are distinguish by initi capit letters. all reason precaut have been taken by the world health organ to verifi the inform contain in thi publication. howev the publish materi is be distribut without warranti of ani kind either express or implied. the respons for the interpret and use of the materi lie with the reader. in no event shall the world health organ be liabl for damag aris from it use. john hopkin univers bloomberg school of public health ha a non-exclus licens to use and reproduc the material.system think thought public health flow network system dynam stock and flow vensim model causal stock life-sci public-health

on be a scientistadvancedon be a scientist will provid you with an overview of scientif conduct & ethic what it mean to be a scientist and allow you to becom acquaint with academ practic thu meet a demand for increas awar in scientif integrity. thi cours is design to inform you on topic as scientif integr and social respons of scientists. broad question which are insepar link to these topic are discuss name regard the natur of scienc and the societ role it fulfills. cours object after thi cours you will 1 understand the basic principl of scienc and know what is "not done". 2 have a realist imag of scienc and scientists. 3 recogn integr dilemma know how to respond in clear case and have the skill to respond prudent in unclear cases. 4 know and understand the differ and similar of variou disciplines. 5 have a basic understand of the role of scienc in societi realis your own societ respons and are abl to take a posit in societ issu where scienc play a role. the cours consist of a featur film support by short lectur set to serv as a start point for the discuss and assignments.scientif observ chemistri experi scienc commun nanotechnolog cancer research theori of rel cancer linguist social scienc methodolog electron physical-science-and-engin research-method

build an app in android studio use activitiesbeginnerin thi project you will creat an android app that that use four activ . you will begin with an android studio project that ha an activitymain.java file with noth ad to it and an activitymain.xml file with noth ad to it. you will creat three new activ in thi project ontouch ontouch.java & activityontouch.xml readreview readreview.java & activityreadreview.xml and writereview writereview.java & activitywritereview.xml. you will have access to all of the relev content code and comment need for those file in text file so that you can copi and past into the appropri java and xml file in the project. you will make adjust to the androidmanifest.xml file in the project which will allow your app to switch between activ when instruct to do so by the action of the user. onc we have creat our activ insert all of the relev code to our java and xml file and updat our manifest file we will build an apk of your app. you will then upload the apk of the app to a websit call appetize.io where you will test the app. project in seri 1 1. build a simpl app in android studio with java 2. build a persist storag app in android studio 3. build a linear layout app in android studio 4. build a rel layout app in android studio 5. build a tabl layout app in android studio project in seri 2 1. build an app in android studio use resourc 2. build an app in android studio use static file 3. build an app in android studio use read - write 4. build an app in android studio use ontouch 5. build an app in android studio use activitieskivi applic design xml xamarin googl app engin softwar engin android develop project miui mobil app computer-sci mobile-and-web-develop

aborigin worldview and educationbeginnerintend for both aborigin and non-aborigin learner thi cours will explor indigen way of know and how they can benefit all students. topic includ histor social and polit issu in aborigin education; terminology; cultur spiritu and philosoph theme in aborigin worldviews; and how aborigin worldview can inform profession program and practic includ but not limit to the field of education.materi educ histori order pair resourc climat chang optim anthropolog famili gift social-sci educ

tensorflow serv with docker for model deploymentadvancedthi is a hands-on guid project on deploy deep learn model use tensorflow serv with docker. in thi 1.5 hour long project you will train and export tensorflow model for text classif learn how to deploy model with tf serv and docker in 90 second and build simpl grpc and rest-bas client in python for model inference. with the worldwid adopt of machin learn and ai by organ it is becom increasingli import for data scientist and machin learn engin to know how to deploy model to production. while devop group are fantast at scale applic they are not the expert in ml ecosystem such as tensorflow and pytorch. thi guid project give learner a solid real-world foundat of push your tensorflow model from develop to product in no time! prerequisit in order to success complet thi project you should be familiar with python and have prior experi with build model with kera or tensorflow. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.pytorch machin learn infer python program statist classif model deep learn euler' totient function tensorflow represent state transfer data-sci machine-learn

introduct to statist & data analysi in public healthadvancedwelcom to introduct to statist & data analysi in public health! thi cours will teach you the core build block of statist analysi - type of variabl common distribut hypothesi test - but more than that it will enabl you to take a data set you'v never seen befor describ it key featur get to know it strength and quirk run some vital basic analys and then formul and test hypothes base on mean and proportions. you'll then have a solid ground to move on to more sophist analysi and take the other cours in the series. you'll learn the popular flexibl and complet free softwar r use by statist and machin learn practition everywhere. it' hands-on so you'll first learn about how to phrase a testabl hypothesi via exampl of medic research as report by the media. then you'll work through a data set on fruit and veget eat habit data that are realist messi becaus that' what public health data set are like in reality. there will be mini-quizz with feedback along the way to check your understanding. the cours will sharpen your abil to think critic and not take thing for grant in thi age of uncontrol algorithm and fake news these skill are more import than ever. prerequisit some formula are given to aid understand but thi is not one of those cours where you need a mathemat degre to follow it. you will need onli basic numeraci for exampl we will not use calculu and familiar with graphic and tabular way of present results. no knowledg of r or program is assumed.gener statist comput program rstudio statist analysi analysi hypothesi statist hypothesi test hypothesi test r program chi-squar distribut life-sci public-health

fight covid-19 with epidemiolog a john hopkin teach-outbeginnerthi free teach-out is for anyon who ha been curiou about how we identifi and measur outbreak like the covid-19 epidem and want to understand the epidemiolog of these infections. the covid-19 epidem ha made mani peopl want to understand the scienc behind press question like "how mani peopl have been infected?" "how do we measur who is infected?" "how infecti is the virus?" "what can we do?" epidemiolog ha the tool to tell us how to collect and analyz the right data to answer these questions. in addit to a basic understand of these essenti tool thi teach-out provid a way for you to learn and connect with one anoth while continu to practic the social distanc measur that will help keep us safe. we also hope to provid you with some tangibl call to action that will help you affect posit chang for yourself your commun and our society.infect public health microsoft excel social epidemiolog immunolog outbreak epidemiolog hiv/aid contact trace hiv life-sci public-health

relat databas support for data warehousesadvancedrel databas support for data warehous is the third cours in the data wareh for busi intellig specialization. in thi cours you'll use analyt element of sql for answer busi intellig questions. you'll learn featur of relat databas manag system for manag summari data commonli use in busi intellig reporting. becaus of the import and difficulti of manag implement of data warehous we'll also delv into storag architectur scalabl parallel process data govern and big data impacts. in the assign in thi cours you can use either oracl or postgresql.data integr data govern null coalesc oper busi intellig sql modulo oper databas relat databas ternari condit oper data wareh data-sci data-analysi

busi english financ and economicsadvanceddo you work in financ or interact with financ professionals? is it necessari to speak write or understand english in your career? follow the authent charact in thi cours as they work through common busi situat in financ and economics. learn from your success and failur and think critic about your own commun options. after take thi cours you will be abl to read and creat effici e-mail report and impact present with word and phrase commonli use in financ and economics. commun clearli under pressur util recent learn strategi and obtain immedi feedback about the effici of your busi commun skill in english from other financ profession around the world! gain the english commun skill that you desir and that global manag expect.negoti win-win game write busi commun financ leadership languag commun english languag econom language-learn learning-english

health hous and educ servicesintermediatecours 5 discuss polici in four area hous educ healthcar and immigr with an option fifth modul in child protection. thi cours address issu of power oppress and white supremacy. -first we�ll look at hous polici with it contrast support for homeown and renters. -then we�ll interpret the structur that provid educ and examin debat about it future. -the third modul will differenti the issu in the u.s. healthcar system and develop the structur of public healthcar programs. -next the cours will lay out immigr polici and weigh the push and pull of the debat about immigr reform. -the option fifth modul trace the child protect system it begin to the present day and apprais the failur and strength of the system. the cours is part of a sequenc in social polici that ha an honor track. thi track will prepar the learner for masters-level work in polici which involv read the literatur write concis summari and probe critiques. over the sequenc the learner will develop a polici analysi that will creat a foundat for profession polici analyst assignments.child educ health care famili hous scale agil framework safeti child abus tax credit social work social-sci governance-and-societi

creat python linux script to gener a disk usag reportbeginnerther are mani choic when it come to write script on linux. the bash shell script ha been a popular choic sinc the bash shell itself is a program languag and the command use in the script match the syntax of the shell. python is becom increasingli popular for script on linux becaus of it simpl syntax easi access to linux system command and power librari with which to creat report for example. in addit python can be use in other applic and on multipl platform so there is also the benefit of learn one languag for mani program requirements. in thi cours you will creat a python script in which you will determin disk space and gener a report on disk usag on an ubuntu linux system. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.directori structur command comput web java annot command-lin interfac shell script web applic disk space python program window system computer-sci software-develop

introduct to enum combinatoricsintermediateenum combinator deal with finit set and their cardinalities. in other word a typic problem of enum combinator is to find the number of way a certain pattern can be formed. in the first part of our cours we will be deal with elementari combinatori object and notion permut combin composit fibonacci and catalan number etc. in the second part of the cours we introduc the notion of gener function and use it to studi recurr relat and partit numbers. the cours is mostli self-contained. howev some acquaint with basic linear algebra and analysi includ taylor seri expans may be veri helpful. do you have technic problems? write to us coursera@hse.rueuler' totient function represent theori permut binari tree combinator recurr relat enum combinator closed-form express ordinari differenti equat mathemat math-and-log math-and-log

russian for beginn 3. ??????? ???? a1beginnerrussian is consid to be one of the world' most difficult languages. thi cours aim at help those who are interest in understand the russian language. everi unit of the cours consist of sever part explain vocabulari phonet pronunci grammar and provid exampl of simpl dialogu in russian. russian for beginn 3 continu to explain the basic of russian to those who have alreadi complet the previou two part of the cours as well as the introduct to the russian alphabet. upon complet of the cours student will have learn russian verb which indic the object` location; the verb ?????????? ?????????????? ??????????? ?????? and their conjug in the past present and futur tense; the format and use of instrument and preposit case of russian noun pronoun and adjectives; the format of the imperative; the use of genit dativ and accus case in differ type of convers phrases. the cours contain more than 100 new word and convers phrase provid the learner with a basic vocabulari for everyday commun on such topic as hous hobbi an interest holiday and congratul as well as the vocabulari which can be use when go to someone� house. more than 150 exercis are provid for the learner to appli the knowledg they will learn on the course.writ adject hous languag listen russian speech home person advertis augment assign language-learn other-languag

creat train video with powtoonbeginnerpowtoon is a free cloud platform that allow the user to design anim present to better engag and educ their desir audience. in thi cours we will design an attract and educ anim train video. ad anim to your present through movement of text and graphic creat a more dynam and eye catch experi for your viewer. powtoon can help you design an effect present where your inform is display in an organ and well-tim fashion. anim allow you to present materi in a fun visual enhanc way which can improv audienc engag and add emphasi to key idea and concepts. powtoon provid a number of free present option that can get you well on your way to becom a better anim and video designer. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.applic track system powtoon train video edit video product edit present video design job perform number spreadsheet busi leadership-and-manag

motion plan for self-driv carsbeginnerwelcom to motion plan for self-driv car the fourth cours in univers of toronto� self-driv car specialization. thi cours will introduc you to the main plan task in autonom drive includ mission plan behavior plan and local planning. by the end of thi cours you will be abl to find the shortest path over a graph or road network use dijkstra' and the a* algorithm use finit state machin to select safe behavior to execut and design optim smooth path and veloc profil to navig safe around obstacl while obey traffic laws. you'll also build occup grid map of static element in the environ and learn how to use them for effici collis checking. thi cours will give you the abil to construct a full self-driv plan solut to take you from home to work while behav like a typic drive and keep the vehicl safe at all times. for the final project in thi cours you will implement a hierarch motion planner to navig through a sequenc of scenario in the carla simul includ avoid a vehicl park in your lane follow a lead vehicl and safe navig an intersection. you'll face real-world random and need to work to ensur your solut is robust to chang in the environment. thi is an intermedi cours intend for learner with some background in robot and it build on the model and control devis in cours 1 of thi specialization. to succeed in thi cours you should have program experi in python 3.0 and familiar with linear algebra matric vector matrix multipl rank eigenvalu and vector and invers and calculu ordinari differenti equat integration.robot plan motion plan finite-st machin shortest path problem mathemat optim reinforc learn autonom car path variabl planner program languag computer-sci software-develop

prehospit care of acut stroke and patient select for endovascular treatment use the race scalebeginneracut stroke is a time-depend medic emergency. in acut ischem stroke the first object is to restor brain flow use sistem thrombolyt treatment and in patient with larg vessel occlus by endovascular treatment. in hemorrhag stroke there are also specif treatment that can improv the clinic outcome. the sooner the initi of all these therapi the higher the clinic benefit. thu the organ of stroke code system coordin between emerg medic system and hospit is crucial to achiev earli medic attent and treament. neurolog scale facilit stroke recognit at both hospit and pre-hospit level and provid valuabl inform of stroke severity. the race scale is a prehospit scale valid as a tool to identifi patient with suspect larg vessel occlus who are potenti candid for endovascular treatment. thi cours aim to updat gener knowledg in acut stroke and current avail treatment to review the protocol of the stroke code and final to train in the use of the race scale. the target profil of thi cours is aim to all health profession work in the field of emergencies.strok patient care patient symptom aphasia scale neurolog health care wash point of care life-sci patient-car

simpl nearest neighbor regress and classificationbeginnerin thi 2-hour long project-bas cours we will explor the basic principl behind the k-nearest neighbor algorithm as well as learn how to implement knn for decis make in python. a simpl easy-to-impl supervis machin learn algorithm that can be use to solv both classif and regress problem is the k-nearest neighbor knn algorithm. the fundament principl is that you enter a known data set add an unknown data point and the algorithm will tell you which class correspond to that unknown data point. the unknown is character by a straightforward neighborli vote where the "winner" class is the class of near neighbors. it is most commonli use for predict decision-making. for instanc is a consum go to default on a loan or not? will the compani make a profit? should we extend into a certain sector of the market? note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.principl algorithm regress supervis machin learn genet decis make hindley milner type system statist classif hand data-sci machine-learn

global impact busi ethicsintermediateglob busi ethic is the studi and analysi of how ethic and global busi are connected. how we should treat each other and our organ in global and local context is the topic of thi course. busi ethic and corpor respons are inher in global commerce. commerc is about market and market entail exchang between peopl and group of people. so commerc is about human relationship and inde it could not be otherwise. one of the import challeng in global busi is work out the extent of these oblig in the interrelationship between busi and the particular local cultur in which that busi operates. the ethic issu aris from these engag the kind of values-bas consider out of which an organ negoti with local concern and how an organ can be both an enabl of econom value-ad while respect cultur differ will be topic of thi course. upon success complet of thi cours you will be abl to �\tbecom moral sensit to ethic dilemma in global commerc �\tidentifi ethic issu in global busi �\tmaster stakehold analysi �\taddress issu from more than one point of view �\tuse a well-reason process by which to arriv at ethically-defens decis �\tevalu good and weak argument �\tdefend your conclus thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.principl justic ethic egoism sharehold emerg market corpor social respons global stakehold theori analysi busi business-essenti

sale pitch and closingconversantin cours 3 of the art of sale special you will learn how to give great present with dash style and self-confidence. you will also learn how to ask the loom close question. final you will learn how to develop your brand and go abov and beyond for your clients.sal strategi lead gener social sell present sale present sale process engin speech storytel debrief sale busi business-essenti

the kennedi half centurybeginnerwhen john f. kennedi enter the presidenti limousin at love field in dalla texa on novemb 22 1963 he began hi ride into history. that journey continu even today and we call it the kennedi legacy. thi cours will explor the presid assassin and last legaci of presid john f. kennedy. student will learn how jfk� life administr and tragic death have influenc the gener public the media and each of the nine u.s. presid who followed. understand the kennedi legaci and be abl to identifi element of hi legaci within the context of modern polit help understand mani of the vex problem that develop over the last half centuri as well as mani of the challeng that confront us today. novemb 22 1963 wa so power a moment that in the fifti year sinc the assassin everi u.s. presid that follow jfk ha use kennedy� word and action in an effort to craft their own polit image. whi doe kennedy� influenc persist and will it continue? what are the effects? we�ll address these question and more as we explor the kennedi half century. follow on twitter @jfkclass.feminist histori elect film religion reason crisi histori -ism polit scienc critic think arts-and-human histori

digit competit in financi servicesintermediatewelcom to digit transform strategy! as you probabl know thi is the first cours in a three part special focus on the digit transform of finance. we'll aim to bring you insight about how digit intersect with financ cull from one of the world' top region for digit innovation. i'm excit to have you in the class and look forward to help you learn more about thi import topic. to begin i recommend take a few minut to explor the cours site. a good place to start is the navig bar on the left. click cours content to see what materi we�ll cover each week as well preview the assign you�ll need to complet to pass the course. click discuss to see forum where you can discuss the cours materi with fellow student take the class. be sure to introduc yourself to everyon in the meet and greet forum! thi cours should take about four week to complete. you can check out the recommend cours schedul below to see a quick overview of the lesson and assign you�ll complet each week. by the time you finish thi cours you�ll have master the transform forc of digit and the new competit dynam it give rise to learn from lead financi compani and seen inspir exampl from the digit masters. you'll be introduc to the capston project for the special and have a chanc to form some preliminari solut for a financi compani seek a new strategi for the digit age of finance. good luck as you get started. i look forward to see you in class!digit strategi digit strategi innov fintech busi ecosystem financ technolog strategi financi servic bank busi business-strategi

plant bioinformaticsintermediateth past 15 year have been excit one in plant biology. hundr of plant genom have been sequenc rna-seq ha enabl transcriptome-wid express profil and a prolifer of "-seq"-bas method ha permit protein-protein and protein-dna interact to be determin cheapli and in a high-throughput manner. these data set in turn allow us to gener hypothes at the click of a mouse. for instanc know where and when a gene is express can help us narrow down the phenotyp search space when we don't see a phenotyp in a gene mutant under "normal" growth conditions. coexpress analys and associ network can provid high-qual candid gene involv in a biolog process of interest. use gene ontolog enrich analysi and pathway visual tool can help us make sens of our own 'omic experi and answer the question "what processes/pathway are be perturb in our mutant of interest?" structur each of the 6 week hands-on modul consist of a ~2 minut intro a ~20 minut theori mini-lectur a 1.5 hour hands-on lab an option ~20 minut lab discuss if experienc difficulti with lab and a ~2 minut summary. tool cover modul 1 genom db / precomput gene tree / protein tools. araport tair gramen ensemblpl compara plaza; suba4 and cell efp browser 1001 genom browser modul 2 express tools. efp browser / efp-seq browser araport genevestig travadb ncbi genom data viewer for explor rna-seq data for mani plant speci other than arabidopsi mpss databas for small rna modul 3 coexpress tools. at ii express angler aranet atcast2 modul 4 promot analysis. cistom athena eplant modul 5 go enrich analysi and pathway vizualization. agrigo amigo classif superview tair gprofil aracyc mapman option plant reactom modul 6 network exploration. arabidopsi interact viewer 2 eplant tf2network virtual plant genemania [materi updat in june 2019]biolog process biolog biolog process gene transcript factor gene express plant protein transcript factor bioinformat life-sci health-informat

health in complex humanitarian emergenciesintermediateth center for humanitarian emerg is a partnership between cdc' emerg respons and recoveri branch and the rollin school of public health that drive global collabor research and evid base train to improv the live and well-b of popul impact by humanitarian emergencies. - center for humanitarian emerg http//www.che.emory.edu/ - cdc' emerg respons and recoveri branch http//www.cdc.gov/globalhealth/healthprotection/errb/index.html thi cours cover the technic and manag principl that are the basi of plan implement and evalu health program for acut displac popul in develop countries. the emphasi is on refuge in camp situations. the cours includ modul on assess nutrit epidemiolog of major health problem surveil and program manag in the context of an intern relief operation. cours object upon complet of thi cours learner will be abl to 1. describ a complex humanitarian crisi in term of magnitud person time and place. 2. calcul basic epidemiolog measures. 3. evalu the strength and limit of epidemiolog data within the context of che. 4. develop public health program and strategi respons to the divers cultur valu and tradit of the commun be served. 5. identifi intern and extern problem that may affect the deliveri of essenti public health servic in a che. 6. identifi the differ technic area in a public health respons in ches.diseas control mental health humanitarian publicli fund health care emerg diseas public health leadership and manag nutrit emerg manag life-sci public-health

nosql systemsintermediatewelcom to the special cours of nosql systems. thi cours will be complet on six week it will be support with video and exercis that will allow you to identifi the differ between the relat and nosql databases. as part of these altern technolog the student will learn the main characterist and how to implement the typic nosql databas such as key-valu columnar document and graph. let' start! after complet thi cours a learner will be abl to ?\tidentifi what type of nosql databas to implement base on busi requir key-valu document full text graph etc. ?\tappli nosql data model from applic specif queri ?\tuse atom aggreg and denorm as data model techniqu to optim queri process softwar to download mongodb neo4j sapiq cassandra in case you have a mac / io oper system you will need to use a virtual machin virtualbox vmware.graph databas scalabl key-valu databas relat databas in-memori databas sql graph databas nosql mongodb data-sci data-analysi

transmiss electron microscopi for materi scienceintermediatelearn about the fundament of transmiss electron microscopi in materi scienc you will be abl to understand paper where tem ha been use and have the necessari theoret basi for take a practic train on the tem. thi cours provid a comprehens introduct to transmiss electron microscopi tem in the field of materi science. for an instrument oper by a singl user modern tem provid an analyt platform with unsurpass versatil give access to structur and chemic inform from the micromet to the sub-angstrom scale. in a thin electron-transpar sampl one can measur the crystallin grain structur size and defect and the chemic composition. the crystal lattic can be imag with atom resolut allow observ of grain boundari and interfaces. it is the onli direct structur analysi method for studi nanoparticles. with thi cours you will gain a deep understand of modern tem and the connect between -\tthe optic and oper of the instrument; -\tthe physic of electron-matt interactions; -\tinsight into the materi properti of the sample. thi give the background to -\tidentifi tem techniqu suitabl to solv specif scientif problems; -\tinterpret tem data present in articles; appreci the impact of technolog advanc that have for instanc led to sub-angstrom resolut by aberr correction. it can also be the basi for subsequ practic train on thi remark instrument and a step stone toward learn veri advanc techniqu with magic name like �dark field holography� or �angular resolv electron energy-loss spectroscopy�. recommend background basic of crystallographi and diffract colleg optic construct of ray diagram are absolut mandatori prerequisites; fourier optic more advanc crystallographi and solid state physic are of great advantage.microscop imag plane amplitud high-resolut scheme materi nanoparticl beam robot chemic engin electron microscop continu function physical-science-and-engin physics-and-astronomi

music for wellnessbeginnery love music. you listen to music all the time. mayb you sing play an instrument or compos music. you don�t need to have music talent to use music to enhanc your well be and even your health. learn simpl techniqu to enrich your mind bodi and spirit through music. the method can be appli in your daili life particularli when you are feel down or stress out. develop by a board-certifi music therapist and a vocalist/pianist/composer/record artist special in indian music these strategi combin scienc with the wisdom of eastern philosophy. in the cours discov how to unlock your creativity. you will learn not onli how to listen to music in a new way but also how to listen to the impact that music ha on you. you will find out how to care for yourself by practic cope techniqu that are support by music that is special to you.act listen medit music therapi emot art therapi listen exercis experi music comfort arts-and-human music-and-art

creat your first web app with python and flaskbeginnerin thi 2-hour long project-bas cours you will learn the basic of web applic develop with python use the flask framework. through hand on practic experi you will go through concept like creat a flask applic use templat in flask applic use sqlalchemi and sqlite with flask and use flask and wtforms. you will then appli the concept to creat your first web applic with python and flask. thi cours is aim at learner who are look to get start with web applic develop use python and have some prior program experi in the python program language. the ideal learner ha understand of python syntax html syntax and comput program concepts. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web develop python program web applic electron sqlalchemi flask comput program web full-stack web develop secur computer-sci software-develop

web and mobil test with seleniumintermediatemodern applic that we build invari have touch-point with it user through web-bas and mobil platforms. user interact with the softwar through these interfac and the experi those interfac provid have a strong influenc on the perceiv qualiti of the software. the pace at which modern applic deploy new version and featur call for care priorit of test effort and rapid execut through automation. techniqu and method for test of such applic will be the focu of thi course. we will cover key concept relev to test of web and mobil platform underli techniqu and the use of selenium as a framework for autom test of such applications. the learner will gain a solid foundat in web and mobil test principl and the abil to use a test framework to autom test execution.qa & ux manag web softwar test secur test selenium web test mobil app test autom websit architectur softwar qualiti assur computer-sci software-develop

real-tim cyber threat detect and mitigationadvancedthi cours introduc real-tim cyber secur techniqu and method in the context of the tcp/ip protocol suites. explan of some basic tcp/ip secur hack is use to introduc the need for network secur solut such as stateless and state firewalls. learner will be introduc to the techniqu use to design and configur firewal solut such as packet filter and proxi to protect enterpris assets. perimet solut such as firewal and intrus prevent system are shown to have signific drawback in common enterpris environments. the result of such weak is shown to often exist as advanc persist threat apt from nation-st actors. such attack as well as ddo and third-parti attack are shown to have potenti solut for modern enterprise.threat state firewal network secur secur secur through obscur threat comput file transfer protocol firewal comput enterpris privat network intrus detect system computer-sci computer-security-and-network

astrobiolog and the search for extraterrestri lifebeginnerlearn about the origin and evolut of life and the search for life beyond the earth.origin of life biolog astronomi astrobiolog microbiolog extremophil extraterrestri life solar system life on mar fermi paradox physical-science-and-engin physics-and-astronomi

the histori of modern israel - part ii challeng of israel as a sovereign stateintermediatethi cours deal with the isra polit economi societi and cultur sinc it creation in 1948 till today. it analyz the construct of the isra histor narr as an identity-build narr intend to inculc a collect memori to a divers society. we will focu on key event and essenti compon that shape the isra societi from the fifti till the present. we will also discuss the chang that the isra societi experi in it almost seventi year of exist and how it affect it polit and culture. among the topic we will discuss issu such as immigr econom transform polit upheav religi zionism and post-zion privat and american holocaust increas role in shape israel' ident divers and multicultur as well as the endur conflict with the palestinian and the arab world. thi cours is a direct extens of the first part "the histori of modern israel from an idea to a state" so if you have not yet taken it we highli recommend you start your learn from there https//www.coursera.org/learn/history-israel/. in order to receiv academ credit for thi cours you must success pass the academ exam on campus. for inform on how to regist for the academ exam � https//tauonline.tau.ac.il/registr addit you can appli to certain degre use the grade you receiv on the courses. read more on thi here � https//go.tau.ac.il/b.a/mooc-accept teacher interest in teach thi cours in their class room are invit to explor our academ high school program here � https//tauonline.tau.ac.il/online-highschool * thi cours is a joint effort of tel aviv univers & israel institut www.israelinstitute.org * thi cours use media materi from variou archiv courtesi to yad vashem archiv for their help. * thi cours is self-paced. onc you regist you can particip in the cours anytim as often as you wish and over ani stretch of timehistori collect ident israel middl east evalu holocaust econom war diplomat number spreadsheet arts-and-human histori

suppli chain logisticsintermediatehav you ever wonder how good get deliv to us so quickli as soon as we order them? one word logistics! in thi introductori suppli chain logist cours i will take you on a journey to thi fascin backbon of global trade. we cover the three major build block of logist network transport wareh and inventory. after complet thi cours you will be abl to differenti the advantag and disadvantag of differ mode of transportation. you will understand what goe into design and set up a wareh facility. final you will be abl to select the option that enabl you to develop logist network that minim cost and deliv top custom service. thi is an introductori cours design to provid you with a start on your learn journey in logistics. you do not need to have ani background in logist but it would be benefici if you had a basic understand of busi concepts. join me and we will learn togeth about logistics! interest in learn advanc suppli chain topics? check out the suppli chain excel mastertrack� certif https//www.coursera.org/mastertrack/supply-chain-excellence-rutgersplan leadership and manag transport logist logist plan inventori suppli chain suppli chain network chain inventori manag warehous manag busi business-essenti

system valid automata and behaviour equivalencesadvancedhav you ever experienc softwar system failing? websit crash calendar not synchronis or even a power blackout. of cours you have! but did you know that mani of these error are the result of commun error either within a system or between systems? depend on the system the impact of softwar failur can be huge even result in massiv econom damag or loss of lives. softwar and in particular the commun between software-intens system is veri complex and veri difficult to get right. howev we need depend in the system we use directli or indirectli to support us in our everyday lives. system valid help you to design embed system behaviour that is structur sound. it also enforc you to make the behaviour simpl and insightful; system that are design for sound behaviour are also much easier to maintain and adapt. system valid is the field that studi the fundament of system commun and inform processing. the techniqu put forward in system validaton allow to prove the absenc of errors. thi first cours �automata and behaviour equivalences' build the foundat of the subsequ cours show you how to look at system behaviour as state machines. it discuss behaviour equival and illustr these in a number of exampl and quizzes. thi cours explain label transit system or automata to model behaviour for especi softwar control systems. an import question is when two behaviour repres by such automata are equal. the answer to thi question is not at all straightforward but the result equival are use as power tool to simplifi complex behaviour. thi allow us to exactli investig and understand the behaviour properti of such system precisely. especi in the combin with hide of behaviour equival reduct is a uniqu techniqu to obtain insight in the behaviour of system far more effect than simul or testing. use thi insight we can make the model correct. such model form an excel basi for the product of concis reliabl and maintain software. thi cours is part i of the set of cours for system validation. system valid as a set of cours is part of a larger eit digit onlin programm call 'internet of thing through embed systems'.system v altern bit protocol .bit transit system automaton bisimul c process control system u ?-automaton finite-st machin computer-sci design-and-product

climat chang and water in mountain a global concernintermediatewhat is climat chang ? how are mountain region affect by the evolut of water resourc and their use ? what kind of risk need to be consid ? mountain are recogn as particularli sensit physic environ where intens and rapid chang have in the past and may increasingli in the futur place pressur on their resourc base. in thi context a team of roughli 100 expert work from 2008 to 2013 for the european acqwa project www.acqwa.ch which wa coordin by the univers of geneva. the primari object of the project were to assess the impact of a chang climat on the quantiti and qualiti of water origin in mountain region particularli where snow- and ice melt repres a larg sometim the largest streamflow component. a further object of the project wa to determin the potenti disrupt to water-depend econom activ relat to the climat impact on hydrolog system and to propos a portfolio of possibl adapt strategies. thi particular mooc is inspir by the acqwa project and offer a better understand of climat chang it impact on the qualiti and quantiti of water in mountain region and the risk relat to chang water resources. from an interdisciplinari perspect the particip of twenty-f instructor from five differ countri switzerland england south korea india and nepal and fourteen institut unig rt unifr uzh ethz meteodat gmbh wgm imperi colleg london agroscop r�publiqu et canton de gen�v yonsei univers ihcap icimod sdc foen highlight the divers of both theoret and practic viewpoint relat to these issues. by the end of thi cours you will be abl - to defin the gener concept of climat chang in mountain region - to understand the concept associ with climat chang such as adapt and water govern strategi - to consid the impact of climat chang on water resourc in mountain region - to identifi the impact of climat chang on hydropow agricultur aquat ecosystem and health - to enumer risk that can occur in mountain area and lead to disrupt in water avail and use. your acquir knowledg will be evalu through multiple-choic quizz at the end of each unit of the course. thi mooc on �climat chang and water in mountain region a global concern� wa initi and financ by the univers of geneva through it institut for environment sciences. we look forward to you join us !reduc emiss from deforest and forest degrad futur evolut geolog ecolog adapt capac environment studi global biospher sustain climat chang physical-science-and-engin environmental-science-and-sustain

our earth it climat histori and processesbeginnerdevelop a greater appreci for how the air water land and life form and have interact over the last 4.5 billion years.human learn model civil engin puzzl geolog electr engin histori histori of rock gratitud influenc physical-science-and-engin environmental-science-and-sustain

russian compani law. compani managementintermediateth present cours give an overview of base of russian compani law. compani management. the cours is direct to student of gener educ institut russian and foreign lawyer head of legal entiti financi director chief account auditor practic in english and to ani person interest in the russian compani law.corpor law speech balanc sheet person advertis leadership and manag administr manag student residu russian law financ busi entrepreneurship

number theori and cryptographyadvancedw all learn number from the childhood. some of us like to count other hate it but ani person use number everyday to buy thing pay for servic estim time and necessari resources. peopl have been wonder about numbers� properti for thousand of years. and for thousand of year it wa more or less just a game that wa onli interest for pure mathematicians. famou 20th centuri mathematician g.h. hardi onc said �the theori of number ha alway been regard as one of the most obvious useless branch of pure mathematics�. just 30 year after hi death an algorithm for encrypt of secret messag wa develop use achiev of number theory. it wa call rsa after the name of it author and it implement is probabl the most frequent use comput program in the word nowadays. without it nobodi would be abl to make secur payment over the internet or even log in secur to e-mail and other person services. in thi short cours we will make the whole journey from the foundat to rsa in 4 weeks. by the end you will be abl to appli the basic of the number theori to encrypt and decrypt messag and to break the code if one appli rsa carelessly. you will even pass a cryptograph quest! as prerequisit we assum onli basic math e.g. we expect you to know what is a squar or how to add fraction basic program in python function loop recurs common sens and curiosity. our intend audienc are all peopl that work or plan to work in it start from motiv high school students. do you have technic problems? write to us coursera@hse.rupublic-key cryptographi modular exponenti number spreadsheet number theori euler' totient function algorithm cryptograph algorithm integ factor primal test cryptographi computer-sci algorithm

api develop on googl cloud' apige api platformintermediatethi cours api develop on googl cloud' apige api platform is the third in a seri of three cours in the develop api for googl cloud' apige api platform specialization. the first cours introduc you to api design and the fundament of the apige platform. the second cours focus on api security. thi cours focus on addit api develop topics. in thi cours you learn how to creat api that util multipl servic how to creat a rest api for soap servic and how you can use custom code on apigee. you will also learn about fault handl and how to share logic between proxies. you learn about traffic manag and caching. you also creat a develop portal and publish your api to the portal. you learn about log and analyt as well as ci/cd and the differ deploy model support by apigee. thi cours util hands-on lab that model an api develop process that can be use for real-world project on googl cloud' apige api platform.traff manag third-parti softwar compon applic program interfac represent state transfer extens out of the box featur debug product strategi analyt soap protocol computer-sci software-develop

predict model with logist regress use sasintermediatethi cours cover predict model use sas/stat softwar with emphasi on the logist procedure. thi cours also discuss select variabl and interact recod categor variabl base on the smooth weight of evid assess model treat miss valu and use effici techniqu for massiv data sets. you learn to use logist regress to model an individual' behavior as a function of known input creat effect plot and odd ratio plot handl miss data valu and tackl multicollinear in your predictors. you also learn to assess model perform and compar models.regress logist regress miss data suppli chain chart regress analysi bayes' rule oversampl predict model famili data-sci data-analysi

ash-rel oper challeng in energi util of sustain fuelsintermediateth basic idea behind thi mooc is to present recent data on fuel character slag foul corros and trace element transform in a cours that can be readili provid for student and industri people. thi ensur understand and applic of the research and provid the student and industri with a forum for discuss of the veri latest research result as well as feedback from industri to the research group at dtu on import new research subject in the field. the specif aim of the mooc is that student will be abl to; explain basic physic and chemic differ between solid fuel like coal biomass wast etc. be abl to character solid fuel and to interpret fuel analys of them interpret and util data from advanc fuel and ash analys sem dta/tga chemic fraction ash melt temperatur describ chemic and physic how critic ash-form element are releas to the ga phase the mechan for format of aerosol and fli ash particl and explain how ash is transport from bulk ga to heat transfer surfac quantifi the process of deposit build-up sinter and shed explain the fundament of high-temperatur corros in thermal fuel convers system can calcul viscos as a function of temperatur and composit temperatur profil in a deposit rate of deposit build-up and sinter as well as poros chang vs. time.heat transfer design well log soil sampl wet chemistri ga chromatographi chemic engin site investig flame cut equip water treatment wastewat treatment plant design physical-science-and-engin environmental-science-and-sustain

sale strategyadvancedwelcom to cours 2 - sale strategi - thi cours is design to discuss the applic of intellig analysi in the sale plan process. and thi approach contribut to integr the sale plan process into the corpor strategi of the compani becaus in the strategi analysi and formul process we appli model framework tool and techniqu that also appli to the sale plan and manag process. therefor the expect outcom of thi cours focu on the transit from tradit to strateg sale plan by discuss and appli the concept recommend to support the develop of the strateg guidelines. the concept model tool and techniqu discuss and practic dure the cours focu on the improv of valu creation from the sale function empow by intellig analysi a process which typic appli in the strategi analysi front. the discuss go through how intellig analysi can support the sale function by provid method to connect strategi to market and sale plan processes. in thi cours the primari learn outcom is the abil to appli intellig analysi to support sale plan process and by be abl to do thi you�ll improv your compet and skill to support sale plan with a strateg approach. you�ll develop a final assign at the end of the cours and it is design from an adapt real-lif busi case. the challeng of the case compris the busi context through which you�ll appli the conceptu framework discuss dure cours 2. the outcom of your analysi on the assign case will be evalu through a peer-review process.analysi sale intellig strateg partnership strategi sale intellig analysi oper manag sale strategi sale manag competit intellig busi business-strategi

profit analysi use econom valu addedintermediatein thi 1-hour long project-bas cours you will learn how to calcul the weight averag cost of capit calcul capit invest financ charg and nopat and use financi statement to calcul econom valu added. econom valu ad is one of the most critic metric in financi model and analysi and is use to measur the profit of the project and manag performance. note thi cours work best for learner who are base in the north america region. we'r current work on provid the same experi in other regions. it is recommend to take the introduct to valuat with wacc and analyz company' perform use ratio project first.cost invest financ project financ charg averag cost method econom valu ad averag econom financi statement busi financ

jewish diaspora in modern chinanot calibratedjewish diaspora in china is a uniqu experi for world jewri as china is the onli countri in far east that ha had jew live in it societi for over 1 000 years. documentari evid show that jew start to live in china no later than the tang dynasti 618�907. the famou kaifeng jewish commun which wa establish in kaifeng the chines capit of the song dynasti 960-1279 is but a best-known example. howev the largest jewish diaspora in china appear in modern times. in over 100 year from the mid-19th centuri to the mid-20th centuri about 40 000 jew came to china and live in newly-establish major port citi such as hong kong shanghai tianjin and harbin. jewish commun compos of these jew becam an essenti part of the econom and social life of those modern chines cities. what brought such a larg number of jew to china? where did these peopl come from? how did they arrive? were they all in china at the same time and were there ani differ among them? what happen to them after they arrived? where are they now? the stori of jew in modern china is certainli a fascin and up-lift one. thi cours will examin these question and more.listen h.e.a.r. law india religion intern relat interest lectur histori cultur social-sci governance-and-societi

lead innov in art and cultureadvanceddevelop by david owen at vanderbilt univers and custom for the cultur sector with nation art strategi thi cours is design to help art and cultur leader creat an environ where new idea are constantli creat share evalu and the best one are success put to work. one of the toughest challeng for ani leader is get traction for new ideas. win support can be a struggle. as a result power new idea often get stuck. thi is especi true in the cultur sector. peopl involv in art and cultur often have littl time and even less money for experiment and risks. thi cours will help those in the perform art museum zoo librari and other cultur organ build environ where new manag and program idea flourish. lead innov in art & cultur will teach you how to make an "innov strategy" a fundament compon of your organization' overal strategy. in thi seminar you will learn to - analyz constraint on innov in your organ forese obstacl and opportun and develop a share vision - develop a process to manag the demand of multipl stakehold shift prioriti and the uncertainti inher in new initi - creat a cultur for innov and risk-tak that gener new perspect and challeng exist practic - creat a strong custom focu within your organ that anticip custom need nation art strategi work with david owen to custom thi cours for those work in the cultur sector. they base their work on david owens� lead strateg innov in organ course. thi highli interact 8-week cours will engag you in a seri of class discuss and exercises.innov strategi group dynam thought creativ market econom art experi collabor group process busi entrepreneurship

six sigma tool for defin and measurebeginnerthi cours is for you if you are look to learn more about six sigma or refresh your knowledg of the basic compon of six sigma and lean. six sigma skill are wide sought by employ both nation and internationally. these skill have been proven to help improv busi process and performance. thi cours will cover the defin phase and introduc you to the measur phase of the dmaic defin measur analyz improv and control process. you will learn about six sigma project develop and implement you will becom familiar with project manag tool you will be introduc to statist and understand it signific to six sigma and final you will learn about data collect and it import to an organization. everi modul will includ read video and a quiz to help make sure you understand the materi and concept that are studied. you will also have the opportun to particip in peer review exercis to give you the opportun to appli the materi to your daili life. our appli curriculum is built around the latest handbook the certifi six sigma handbook 2nd edit and student will develop /learn the fundament of six sigma. registr includ onlin access to cours content project and resourc but doe not includ the companion text the certifi six sigma handbook 2nd edition. the companion text is not requir to complet the assignments. howev the text is a recogn handbook use by profession in the field. also it is a highli recommend text for those wish to move forward in six sigma and eventu gain certif from profession agenc such as american societi for qualiti asq.project project manag data analysi analysi leadership and manag six sigma trigonometr integr gener statist basic descript statist measur busi business-essenti

teach english now! technolog enrich teachingbeginnerthi cours focus on the key concept you need in order to effect integr technolog into your teach without let it overshadow languag learning. discov current and futur trend in educ technolog along with strategi for implement these trend in the classroom and beyond. as technolog is continu evolv learn how to keep up on current technolog applic through profession develop network and train opportunities.lesson plan fear instruct design digit nativ human learn english languag plan train teach teach method language-learn learning-english

predict futur product price use facebook prophetbeginnerin thi 1-hour long project-bas cours you will be abl to - understand the theori and intuit behind facebook time seri forecast tool - import key librari dataset and visual dataset - build a time seri forecast model use facebook prophet to predict futur product price - compil and fit time seri forecast model to train data - assess train model perform note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program time seri forecast test set compil forecast time seri algorithm trade predict model matplotlib machin learn data-sci machine-learn

music as biolog what we like to hear and whybeginnerth cours will explor the tone combin that human consid conson or disson the scale we use and the emot music elicit all of which provid a rich set of data for explor music and auditori aesthet in a biolog framework. analys of speech and music databas are consist with the idea that the chromat scale the set of tone use by human to creat music conson and disson worldwid prefer for a few dozen scale from the billion that are possibl and the emot elicit by music in differ cultur all stem from the rel similar of music tonal and the characterist of voic tonal speech. like the phenomenolog of visual percept these aspect of auditori percept appear to have arisen from the need to contend with sensori stimuli that are inher unabl to specifi their physic sourc lead to the evolut of a common strategi to deal with thi fundament challenge.h.e.a.r. emot commun psychoacoust music harmoni human voic biolog auditori system sound life-sci basic-sci

fundament of kubernet deploymentbeginnerthi cours is design to give you a deeper understand of kubernetes. over the next few week you'll learn about sever featur of kubernet the kubernet architectur how to creat cluster and differ instal configurations. we'll also explor deploy and how they are scale updat and roll back. we will discuss cluster pod and node and dive into persist volum as well as kubernet author and authentication. lastli we'll show you how it all come togeth in a kubernet demo so you can see it in action.kubernet switch instal cloud comput hybrid schedul microservic pytorch cgn rmon distribut comput stackabl switch computer-sci mobile-and-web-develop

is/it governanceintermediatefirm make signific invest in it. in the is/it govern cours we will discuss how to govern it to make sure that the it invest contribut to organiz goal and strategies. firm need to formal evalu signific it investments. it invest are also riski so firm need to consid the risk associ with the invest to appropri evalu the investment. we will discuss how to evalu it investments. firm usual make multipl it invest in a given year. in thi cours we will discuss how to evalu a portfolio of it investments. firm need a mechan to charg user for the it invest made to encourag prudent consumpt of it resources. we will discuss differ mechan for charg for it that incent user to spend it dollar wisely. final it invest are made to gener valu for the firm. thi requir that employe actual use the new it system that is developed. thu in the is/it govern cours we will discuss strategi to make sure that user use the new system so that the firm deriv valu from it it investments.evalu enterpris resourc plan adopt strategi leadership and manag sap erp invest invest decis risk chang manag information-technolog support-and-oper

fundament of particl acceler technolog (npap mooc)intermediatedid you know that particl acceler play an import role in mani function of today societi and that there are over 30 000 acceler in oper worldwide? a few exampl are acceler for radiotherapi which are the largest applic of acceler altogeth with more than 11000 acceler worldwide. these acceler rang from veri compact electron linear acceler with a length of onli about 1 m to larg carbon ion synchrotron with a circumfer of more than 50 m and a huge rotat carbon ion gantri with a weight of 600 tons! there are also a grow number of synchrotron light sourc in the world. the light in these sourc are creat by electron that are acceler to almost the speed of light. thi light can reveal the molecular structur of materi and also take x-ray pictur of the inner structur of objects. synchrotron light sourc are veri import in life scienc materi scienc and chemistry. anoth type of acceler are use in spallat sourc like the european spallat sourc in lund sweden. here proton are acceler to veri larg energies. they produc neutron when they are smash into a disc of tungsten. these neutron are use for find the inner structur of object and atom structur of materials. final there are mani acceler for basic physic like the larg hadron collid in cern. thi cours take you on a journey through the technolog use in particl acceler the microwav system which produc the electromagnet wave that acceler particles; the magnet technolog for the magnet that guid and focu the beam of particles; the monitor system that determin the qualiti of the beam of particles; final the vacuum system that creat ultra high vacuum so that the acceler particl do not collid with molecul and atoms. excit right! the cours is grade through quizz one for each of the four modules. throughout the cours there are also a number of train quizz to offer you support. the four modul in the cours are rf-system magnet technolog beam diagnost and vacuum techniques. in total there are 48 lectur where each lectur is a 2-4 minut long video presentation. some of the lectur are follow by short text with complementari inform and all will hope be an excit collect for you to engag with. have fun!phys beam robot energi electr engin molecular biolog anonym pipe privat invest in public equiti measur calibr order pair physical-science-and-engin electrical-engin

autom an e-commerc web applic use selenium & javabeginnerin thi 1-hour long project-bas cours you will learn - 1. write test autom script use selenium to autom an e-commerc websit 2. interact with web element like text box dropdown select button list 3. perform scroll down oper use mous oper action class 4. perform scroll down oper use javascript via selenium 5. write xpath for dynam web element note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.oper manag selenium softwar softwar test tool selenium text box web e-commerc test autom web applic order pair computer-sci software-develop

browser-bas model with tensorflow.jsintermediatebring a machin learn model into the real world involv a lot more than just modeling. thi special will teach you how to navig variou deploy scenario and use data more effect to train your model. in thi first cours you�ll train and run machin learn model in ani browser use tensorflow.js. you�ll learn techniqu for handl data in the browser and at the end you�ll build a comput vision project that recogn and classifi object from a webcam. thi special build upon our tensorflow in practic specialization. if you are new to tensorflow we recommend that you take the tensorflow in practic special first. to develop a deeper foundat understand of how neural network work we recommend that you take the deep learn specialization.tensorflow artifici neural network callback comput program sprite comput graphic javascript webcam rock paper scissor model rockbox human learn computer-sci software-develop

introduct to learn transfer and life long learn (3l)beginnerlearn how to identifi the enabl and barrier to learn transfer. use your own experi to categoris the process and activ involv in learn and transfer that learn into practice. there are mani criteria against which the success of train and develop activ can be judged. one of the most import howev is learn transfer. ultim the success of ani given train and/or develop program is reflect in whether or not what is learn is appli on the job. organis - and inde traine themselv - invest larg amount of time effort and resourc in work-rel train and gener expect to see thi manifest in some way back in the work set e.g. as observ chang to how work is conducted. howev mani organis and their peopl view the likelihood of transfer of train more in hope than expectation. thi cours will show you how to approach the goal of improv learn transfer in your organisation.p support motiv educ evalu train and develop custom servic train train program enabl train experi busi business-essenti

comput think for k-12 educ sequenc and loopsadvancedhow do we give instruct to a computer? isn't program hard? not really! whether it' give someon direct to a nearbi store or write out some danc move we frequent exhibit aspect of comput think in our everyday lives! thi class teach the first key concept of program -- sequenc of instruct and basic count repetit of instructions. for each concept we'll start by help you connect real-world experi you are alreadi familiar with to the program concept you are about to learn. next through a cognit scaffold process we'll engag you in develop your fluenci with problem solv with sequenc and repeat instruct in a way that keep frustrat at a minimum. along the way you will learn about the common challeng or "bugs" student have with these concept as well as way to help them find and fix those concepts. you'll also be guid in run classroom discuss to help student develop deeper understand of these concepts. final you'll learn about a recommend pedagog practic pair program and find out whi research recommend teach block-bas program first.comput program brainstorm order pair pair program robot lesson plan rel chang and differ comput think interact redo social-sci educ

introduct to user experi principl and processesconversantthi ux cours provid an introduct to the field of ux research and design. learner will gain an understand of what is involv in ux research includ conduct interview evalu system and analyz system use principl of good design. learner will also learn about the work involv in ux design includ the gener of promis design solut and the creation of prototyp at multipl level of fidelity. by interleav success phase of ux research and design learner will see how to learn from inevit mistak and improv toward a product with a great ux. what you'll learn - the skill need for ux research and design - how ux research discov and assess user need and assess possibl design - how to conduct a micro-us test - how ux design use sketch and prototyp to develop design concept - how to incorpor a user-cent focu into the design process - key featur of human behavior and describ their impact on the design of interact system - techniqu for critiqu and design interact system base on human capabl and behaviorus heurist heurist evalu user research user experi design principl user experi experi design evalu experi computer-sci design-and-product

black-box and white-box testingadvancedaft complet thi cours learner will have an understand of a varieti of black-box and white-box test techniques. the learner will have put thi understand into practic creat effect set of test case call a test suit to properli exercis softwar for defect finding. the learner will have examin requir for testabl creat an oracl for autom test assess fault-find effect of test suit and gener input use a varieti of techniques. after complet thi cours you will be abl to - evalu testabl of requir - defin testabl unit within a program specif - appli black-box test input select method - specif boundary-valu analysi fuzz and random select - and select the method most-suit to achiev the given test object - assess the fault-find effect of a function test suit use mutat test - use categori partit to develop autom function test with cucumb base on a given softwar specif - creat an expected-valu oracl from a program descript to use within the gener test in order to do well in thi cours you should have experi with an oop languag like java have an ide instal e.g. eclips and be familiar with test terminolog see intro to softwar test cours within thi specialization. we also expect a familiar with the softwar develop lifecycl and the context in which the test stage sits. thi cours is primarili aim at those learner interest in ani of the follow role softwar engin softwar engin in test test autom engin devop engin softwar develop programm comput enthusiast.cod coverag regular express test suit softwar test structur program black-box test mutat test test case test autom white-box test computer-sci software-develop

digit market analyt in theoryconversantsuccess market brand today requir a well-balanc blend of art and science. thi cours introduc student to the scienc of web analyt while cast a keen eye toward the art use of number found in the digit space. the goal is to provid the foundat need to appli data analyt to real-world challeng market confront daily. student will learn to identifi the web analyt tool right for their specif needs; understand valid and reliabl way to collect analyz and visual data from the web; and util data in decis make for agenc organ or clients. digit analyt for market profession market analyt in theori is the first in a two-part seri of complementari cours and focus on the background inform and framework analyst need to be success in today' digit busi world. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.web analyt digit market web analyt market analysi market econom market analysi data analysi moment of truth market data-sci data-analysi

embed hardwar and oper systemsadvancedthi cours is intend for the bachelor and master' student who like practic program and make iot applications! in thi cours we will talk about two compon of a cyber physic system name hardwar and oper systems. after complet thi cours you will have the knowledg of both hardwar compon and oper systems. you are abl to plan and use embed oper system in resource-constraint devic for internet-of-th cyber physic system applications. in addit you can use cooja simul for design and simul wireless sensor network applications. we have 4 modul each with a grade quiz in the end and final we have one peer review program assign in case you have no experi with c program pleas check you a practic cours like https//www.coursera.org/learn/arduino-platform. the cours is actual quit fun at the end when you are play around with cooja simul for iot applications. so you can creat and simul your own design for sensor network applications. a lot of featur and exampl of contiki and cooja can be explor via assignments. there are some option assign of wireless sensor network applic for student who want to explor more about embed os in iot applications. - marco ramirez /univers of turku - igor tcarenko/ univers of turku - nguyen gia tuan /univers of turku check out our whole curriculum http//iot4health.utu.fi/internet of thing sensor network protocol stack oper system contiki arduino microcontrol wireless sensor network embed oper system real-tim oper system computer-sci software-develop

api secur on googl cloud' apige api platformintermediatethi cours api secur on googl cloud' apige api platform is the second in a seri of three cours in the develop api for googl cloud' apige api platform specialization. the first cours introduc you to api design and the fundament of the apige platform. thi cours focus on api security. the third cours focus on addit api develop topics. in thi cours you learn how to secur your apis. you explor the secur concern you will encount for your apis. you learn about oauth the primari author method for rest apis. you will learn about json web token jwt and feder security. you will also learn about secur against malici request safe send request across a public network and how to secur your data for user of apigee. thi cours util hands-on lab that model an api develop process that can be use for real-world project on googl cloud' apige api platform.keystor secur applic program interfac json cryptographi authent represent state transfer oauth transport json web token computer-sci software-develop

build a film club web app on googl appenginebeginnerin thi 3-hour long project-bas cours you will learn how to develop a basic web app on googl appengin and deploy it onlin on google' infrastructur by creat and set up your environ manag user authent with firebas creat and manag databas entiti with firestor in datastor mode. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program flask unix shell web applic oper system django web framework web web servic film order pair computer-sci software-develop

big data essenti hdf mapreduc and spark rddadvancedhav you ever heard about such technolog as hdf mapreduc spark? alway want to learn these new tool but miss concis start material? don�t miss thi cours either! in thi 6-week cours you will - learn some basic technolog of the modern big data landscap name hdf mapreduc and spark; - be guid both through system intern and their applications; - learn about distribut file system whi they exist and what function they serve; - grasp the mapreduc framework a workhors for mani modern big data applications; - appli the framework to process text and solv sampl busi cases; - learn about spark the next-gener comput framework; - build a strong understand of spark basic concepts; - develop skill to appli these tool to creat solut in financ social network telecommun and mani other fields. your learn experi will be as close to real life as possibl with the chanc to evalu your practic assign on a real cluster. no mock a friendli consider atmospher to make the process of your learn smooth and enjoyable. get readi to work with real dataset alongsid with real masters! special thank to - prof. mikhail roytberg apt dept. mipt who wa the initi review of the project the supervisor and mentor of half of the bigdata team. he wa the one who help to get thi show on the road. - oleg sukhoroslov phd senior research at iitp ra who ha been teach mapreduc hadoop and friend sinc 2008. now he is lead the infrastructur team. - oleg ivchenko phd student apt dept. mipt pavel akhtyamov msc. student at apt dept. mipt and vladimir kuznetsov assist at p.g. demidov yaroslavl state univers superbrain who have develop and now maintain the infrastructur use for practic assign in thi course. - asya roitberg eugen baulin marina sudarikova. these peopl never sleep to babysit thi cours day and night to make your learn experi product smooth and exciting.clust file system comput program mapreduc big data python program apach hadoop apach spark distribut file system apach file system computer-sci software-develop

base of the law of oblig (the russian federation) part 2beginnerth present cours give an overview of base of the law of oblig part ii. the cours is direct to student of gener educ institut russian and foreign lawyer head of legal entiti financi director chief account auditor practic in english and to ani person interest in the law of obligations. the cours goal and object the main goal of the cours is to provid student with fundament knowledg of the basi of the russian law of oblig cours object are 1. to introduc student to analyz and evalu situat from a legal perspect identifi the essenti element of the russian contractu system. 2. to orient student toward distinguish between differ type of form of oblig and the abil of the main subject of law individu and legal entiti to incur and fulfil legal obligations. 3. to distinguish oblig and torts. learn outcom by the end of thi cours student shall be abl to 1. analyz and evalu situat from a legal perspect 2. identifi the essenti element of a contract 3. explain the six mean of secur oblig � forfeit pledg retent bank guarante sureti and earnest money 4. explain the consequ of a breach of contract 5. identifi main case of termin of a contract 6. explain how oblig in tort aris 7. discuss the consequ of damag or loss in relat to non-contractu oblig cours requir student shall get acknowledg with the follow legal act & literatur 1. shashkova. studi manual on the base of russian law. cambridg scholar publishing. � 2015. 2. shashkova. compar civil law textbook. ? nauka 2019. � 219 p.isbn 978-5-6042455-6-9 3. shashkova. practic materi ?n compar civil law practic material.? nauka 2019. isbn 978-5-6042455-7-6 4. the constitut of the russian feder date 12 decemb 1993. http//www.constitution.ru/en/10003000-01.htm 5. the civil code of the russian feder part i no.51-fz date 30 novemb 1994 part ii no.14-fz date 26 januari 1996 6. the feder law no.82-fz �on minimum amount of wage and salaries� date 19 june 2000 content 1. mean of secur oblig a explain how the civil code enabl oblig to be secured. b explain the six mean of secur oblig � forfeit pledg retent bank guarante sureti and earnest money. 2. breach of contract and consequences. chang and termin of a contract c explain the mean of breach of contract. d explain the consequ of a breach of contract. 3. non-contractu oblig e defin tort. f explain how oblig in tort arise. g explain the test appli by the court to establish whether a non-contractu oblig ha arisen. h discuss the consequ of damag or loss in relat to non-contractu obligations.averag law expens breach secur exploit contract a must a/ros debtor payment order pair busi business-essenti

emerg of lifebeginnerhow did life emerg on earth? how have life and earth co-evolv through geolog time? is life elsewher in the universe? take a look through the 4-billion-year histori of life on earth through the len of the modern tree of life! thi cours will evalu the entir histori of life on earth within the context of our cutting-edg understand of the tree of life. thi includ the pioneer work of professor carl woes on the univers of illinoi urbana-champaign campu which revolution our understand with a new "tree of life." other theme includ -reconnaiss of ancient primordi life befor the first cell evolv -the entir ~4-billion-year develop of single- and multi-cel life through the len of the tree of life -the influenc of earth system process meteor impact volcano ice sheet on shape and structur the tree of life thi synthesi emphas the univers of the emerg of life as a prelud for the search for extraterrestri life.meteor extinct event biolog cambrian explos evolut evolutionari biolog astrobiolog extinct event phylogenet tree fauna life-sci basic-sci

market analyt know your customersadvancedar your custom at the centr of your organisation� strategy? an understand of market analyt the core compon of thi cours is crucial to serv your custom well. through structur learn activ video lectur quizz discuss prompt industri interview and written assess thi cours will teach you what to measur � and how � in order to maximis custom value. rapid advanc in technolog mean more power data and analyt can inform market decisions. howev multipl touchpoint across the custom journey make it increasingli difficult to measur effectiveness. you will develop an understand of tradit and digit market metric and what question they answer as well as how to achiev a singl integr view of the customer. you�ll experi with behaviour and predict analyt to develop market that deliv custom the right product via the right channel at the right time.custom experi market purchas custom satisfact interrupt market custom servic analyt social media digit media market analysi busi market

health behavior chang from evid to actionbeginnerhuman often fail to make ration decis that affect their health. thi cours seek to heighten understand of the social and behavior factor that contribut to health decis and behavior with an ultim goal of learn how to util these factor in improv public health efforts. through a set of experienti learn exercis student will learn to appli the scienc of health behavior chang in their own lives. the cours is appropri for student interest in health care and public health as well as individu who are interest in learn to appli the scienc of behavior chang to improv their person wellbeing.stress manag nutrit stress public health social support anxieti disord behavior mental disord obes anxieti life-sci public-health

low poli art for video gamesadvancedthi cours is aim to give you the tool and knowledg you need to start creat simpl 3d art for video game made in the uniti game engine. through the aesthet of pixel art we will explor artist princip like shape languag color theori and composit as well as show you a step by step workflow for creat asset that you can use to make your own games. the cours is broken into 4 main modul prop environ charact and animation. each of these cours will have a seri of video lesson altern between artist and technic skill culmin in a peer-review project base assignment. the last modul will challeng you to take the knowledg learn in the previou 4 and use it to creat your own pixel art asset pack. thi cours is aim at art novic who are interest in creat art for their own game or contribut to game projects. if you are a game design or programm you will find thi cours help give you a glimps into the world of game art. you will be abl to better work with artist or creat your own prototyp or final artwork. if you are an artist or visual design who is interest in bring your style to the world of video game develop thi cours will give you the workflow to properli interfac with a game engin and help contextu how your artist sensibl can enabl gameplay. if you have ever want to start make art for video game but have no idea how to start thi cours is the perfect for give you a solid foundat while teach you usabl practic skills. our goal is to give you a sens of the whole pipelin from creation to set up in a game engine.gam mechan art redo low poli game design comput anim mod video game pixel art adob photoshop game engin arts-and-human music-and-art

creativ innov and transformationadvancedour live are be disrupt by pandem global warm war polit chao and technolog innovations. we must prepar for an unpredict and unknown futur - and thi is the goal of the cours on creativ innov and transform cit! cit is an upgrad of the former creativ innov and chang cic cours which is now streamlin and updat with a new modul on transformation. the cours consist of four main modul innov toolbox creativ divers center transform the cours offer uniqu way to discov our uniqu creativ and innov natur grow our sens of respons to ourselv and our commun transform our inner world into higher moral and ethic state appreci unexpect beauti and deeper mean in our lives. through a blend of rich and fresh perspect on topic of creativ innov and transform the cours contribut to make us awar of our uniqu creativ selv and how we can unfold our individu in a world of disrupt and differ in great need of everyone� creativ innov and transform potential! welcom to cit mooc! recommend read innov or die - jack matson http//amzn.to/14wed0v center - darrel velegol http//amzn.to/17rlzxjvideo blog polit scienc emot intellig 2.0 time manag creativ mine engin chemic engin chang manag innov blog physical-science-and-engin environmental-science-and-sustain

social psychologyintermediateev wonder whi peopl do what they do? thi course�which includ more than $1 000 of video and read materials�off some answer base on the latest research from social psychology. student take the cours for a certif will also receiv free membership in social psycholog network socialpsychology.org. cours descript from professor plou each of us is dealt a differ hand in life but we all face similar question when it come to human behavior what lead us to like one person and dislik another? how do conflict and prejudic develop and how can they be reduced? can psycholog research help protect the environ and if so how? thi cours offer a brief introduct to classic and contemporari social psycholog cover topic such as decis make persuas group behavior person attract and factor that promot health and well-being. our focu will be on surpris entertain and intrigu research find that are easi to appli in daili life. the cours will also draw from the websit of social psycholog network the world' largest onlin commun devot to social psychology. i hope you'll join me for thi cours have fun and learn some use inform that enrich your life.soci psycholog persuas behavior social influenc social skill influenc psycholog empathi compass psycholog life-sci psycholog

introduct to cybersecur for businessbeginnerth world run computers. from small to larg busi from the ceo down to level 1 support staff everyon use computers. thi cours is design to give you a practic perspect on comput security. thi cours approach comput secur in a way that anyon can understand. ever wonder how your bank websit is secur when you connect to it? wonder how other busi owner secur their network? wonder how larg data breach happen? thi is practic comput security. it will help you answer the question � what should i focu on?public-key cryptographi inform secur port risk confidenti secur attack surfac encrypt messag authent risk assess information-technolog secur

learn java and javafx by creat a graphic calculatorbeginnerin thi 1 hour and 30 minut long project you will learn how to creat a fulli function graphic calcul use java and one of it� most promis graphic libraries; javafx. thi project give you a head start with one of the most wide use program languag in the world; java. the project will teach you basic program fundament such as data structur and condit statements. learn java and javafx will open the door for you to creat rich cross-platform applic custom to fit your needs.data type english languag data structur ration door languag comput program write creativ write project network swing java computer-sci software-develop

capston creat a sustain proposaladvancedcongratul on reach the capston class of the becom a sustain busi chang agent specialization. the class will help you appli materi from the previou three classes. we have develop a case about a hypothet ski resort that offer lot of opportun to develop sustain recommendations. a second option is do develop a propos for a chang in your compani or organization. or you can do both the case and your own proposal. the goal of the class is to have you practic the entir process from identifi a problem find a possibl solut do analysi to determin the propos change' financi and sustain impact figur out who to present the propos and what they need to see to say 'yes' and develop a budget and implement plan. it is big assign but if you have gone through the materi in the first three class you should be well-equip for the challenge. we hope that the concept and tool we have introduc will start you on your way to make posit chang in your compani organ commun and the world. we have provid just the most basic tolls. as you progress you will enhanc your skill and becom more effective. best of luck on all you chang endeavors.cas studi sustain benefit evalu plan decis make problem find sustain busi process order pair busi leadership-and-manag

research propos initi researchbeginnermarket research is a grow and import field that is use in mani industri around the world. given all the data that is collect whether by organ industri social media govern etc. it� import that someon can review and sift through all the nois to provid valuabl insights. and that� where you come in as a market researcher. thi cours will onli scratch the surfac and provid you a foundat understand of thi field. in thi cours you will be abl to defin market research and identifi some tool use in the industry. you will be abl to discuss the import of secondari and intern research in term of the plan process. you will be abl to defin what primari research is and identifi the variou way to conduct primari research. you will be abl to focu on an actual research plan or propos for your peer review project. you will be abl to compos a respons to a request for a propos or research plan and be abl to address the variou compon of the propos and packag it in a profession manner.writ primari research research method market econom secondari research market research market analysi market market research secur research busi market

io app store & in-app purchasesadvancedthi cours teach basic of monet on io start with in-app ad and then move to in-app purchases. you will learn more advanc in-app purchas integr and you'll make both consum and non-consum purchas while build a realist io app. final you will learn how to take your app even further with in-app subscript and how to start and cancel subscript and creat a delight user experience.io develop troubleshoot model purchas failur xcode mob swift program user experi user interfac computer-sci mobile-and-web-develop

creat a project charter with googl docsbeginnerhav you been assign to manag a project and don�t know how to start captur all the pertin inform into a succinct and crisp format? by the end of thi project you will creat a master and live document contain import inform that you and stakehold can refer back to as your project develops. a project charter is a live document that display core inform of a project such as the project' name sponsor problem and goal statement scope benefit and timeline. it is use typic in lean six sigma dmaic defin measur analyz improv control methodolog at the incept of the project and is consist refer back to throughout the project� life and thereafter. with minim softwar skill you will be abl to categor thi inform into a document use a simpl tabl structure. thi cours will includ beginn level skill use googl docs. creat a logic organ project charter is a great way to not onli summar all the move part of your project into one handi document but also to measur your project' success.project document leadership project charter row lean six sigma organ manag project manag six sigma softwar busi leadership-and-manag

busi model innov for sustain landscap restorationadvancedth 8-week cours is design in 3 phase that move the particip from ideat toward the success implement of a new sustain busi model for landscap restor with 4 return return of natur capit return of social capit return of inspir and return of financi capital. thi cours wa creat by the enabl consortium commonland unit nation univers land restor train programm spanish nation research council csic nova school of busi & econom rotterdam school of manag and erasmu university. build on our enable� first mooc "a busi approach to sustain landscap restoration" https//www.coursera.org/learn/landscape-restoration-sustainable-development/home/welcom thi second mooc focus on the potenti for a posit role of busi model innov for landscap restor highlight the follow element - vision formul - system analysi - stakehold analysi - opportun analysi - busi model design - solut valid - assess & monitor - reflect & iter thi new cours furthermor take a partnership approach to take on the challeng of large-scal landscap restor reflect the interconnected of ecolog societi and economi in landscap management. interdisciplinari team are need to find and implement solut to the wick problem of landscap degrad which is whi thi mooc is design to work prefer with a team. if it suit your circumst best you can certainli also work individually. we have includ three real-lif case of exist landscap restor projects. for each step of the innov process we zoom in on those landscap to show you how the theori look in practice. a case about the heklusk�gar woodland restor project an ambiti large-scal restor project in iceland to restor the provis of valuabl ecosystem servic and increas resili to natur disast like tephra deposit from volcan eruptions; a case about diversif of land use and crop system in spain to prevent land degrad and help restor alreadi degrad land; and a case about the disastr effect of forest fire in portugal. addit mooc particip are provid with other exampl around the globe and numer resourc such as report video and platform revolv around the busi rational for sustain land manag and busi model innov for landscap restoration.sustain system think sustain busi valu proposit process design busi model canva process stakehold analysi innov reduc emiss from deforest and forest degrad busi business-strategi

fundament of machin learn in financeadvancedth cours aim at help student to be abl to solv practic ml-amen problem that they may encount in real life that includ 1 understand where the problem one face land on a gener landscap of avail ml method 2 understand which particular ml approach would be most appropri for resolv the problem and 3 abil to success implement a solut and assess it performance. a learner with some or no previou knowledg of machin learn ml will get to know main algorithm of supervis and unsupervis learn and reinforc learn and will be abl to use ml open sourc python packag to design test and implement ml algorithm in finance. fundament of machin learn in financ will provid more at-depth view of supervis unsupervis and reinforc learn and end up in a project on use unsupervis learn for implement a simpl portfolio trade strategy. the cours is design for three categori of student practition work at financi institut such as bank asset manag firm or hedg fund individu interest in applic of ml for person day trade current full-tim student pursu a degre in financ statist comput scienc mathemat physic engin or other relat disciplin who want to learn about practic applic of ml in financ experi with python includ numpi panda and ipython/jupyt notebook linear algebra basic probabl theori and basic calculu is necessari to complet assign in thi course.mathemat financ optim control machin learn reinforc learn estim risk t-distribut stochast neighbor embed latent variabl stock financ data-sci machine-learn

smart analyt machin learn and ai on gcpbeginnerincorpor machin learn into data pipelin increas the abil of busi to extract insight from their data. thi cours cover sever way machin learn can be includ in data pipelin on googl cloud platform depend on the level of custom required. for littl to no custom thi cours cover automl. for more tailor machin learn capabl thi cours introduc ai platform notebook and bigqueri machin learning. also thi cours cover how to production machin learn solut use kubeflow. learner will get hands-on experi build machin learn model on googl cloud platform use qwiklabs. new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng questsad valu cloud comput cloud platform model applic program interfac latex bigqueri natur languag process googl cloud platform machin learn information-technolog cloud-comput

introduct to busi analyt with radvancednearli everi aspect of busi is affect by data analytics. there are mani power tool that can quickli process larg amount of data. for busi to capit on data analyt they need leader who understand the data analyt process. even more valuabl are leader who know how to analyz big data. thi cours address the human skill gap by provid a foundat set of data analyt skill that can be appli to mani busi settings.lectur rstudio busi analyt softwar r program data analysi exploratori data analysi appli statist util analyt busi business-essenti

fundament of gisconversantexplor the world of spatial analysi and cartographi with geograph inform system gis. in thi class you will learn the basic of the industry� lead softwar tool arcgi dure four week-long modul week 1 learn how gi grew from paper map to the global integr electron softwar packag of today. you will instal arcgi on your comput and learn how to use onlin help to answer technic questions. week 2 open up arcgi and explor data use arcmap. learn the foundat concept of gi how to analyz data and make your first map. week 3 make your own maps! symbol data and creat an eye-catch final product. week 4 share your data and map and learn to store and organ your data. take fundament of gi as a standalon cours or as part of the geograph inform system gi specialization. by complet the first class in the special you will gain the skill need to succeed in the full program. student who need an arcgi licens will receiv a non-commerci 1 year student licens for particip in thi cours and specialization.cartographi arcgi arcmap gi softwar data analysi map geograph inform system softwar analysi spatial data analysi physical-science-and-engin environmental-science-and-sustain

analysi of algorithmsintermediatethi cours teach a calculu that enabl precis quantit predict of larg combinatori structures. in addit thi cours cover gener function and real asymptot and then introduc the symbol method in the context of applic in the analysi of algorithm and basic structur such as permut tree string word and mappings. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.binari tree permut analyt combinator algorithm analyt trie recurr relat combinatori class mathemat analysi computer-sci algorithm

strateg manag - capston projectadvancedin thi capston project cours we revisit the strategi controversi at e-typ introduc in the first cours in thi special strateg manag and further analys in each of the subsequ cours strategi formul and strategi implementation. after reveal examin and analyz what happen at e-typ we turn to a new set of strategi case that rang in term of compani size geographi and focus. for your final project we ask you to appli everyth you have learn in thi special to analyz your choic of one of these four situations.leadership and manag peer review project strategi implement strateg manag manag consult strategi strateg plan e-typ plan busi business-strategi

python dynam html web serverbeginnerweb applic server are abund these days. each have one thing in common they ultim process request and return web pages. apach serv php page along with static html. microsoft� .net creat dynam web page that may be author use c# or vb and serv use iis. java enterpris edit ha mani option webspher weblog and apach tome to name a few server platforms. python ha it own web server that can be built in one line of code but it is rel simpl to creat the server code yourself. thi is use if you want to understand how web server work and can be use to quickli test your own web pages. in addit some browser will not load local file due to security; use a simpl web server solv thi issu as well. in thi cours you will creat a python applic in which you will creat a simpl http server creat a static web page creat dynam page use python and access the page from the server use the command line as well as from a browser. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.web server web page php command-lin interfac web python program dynam web page internet of thing html web develop computer-sci mobile-and-web-develop

how to build a network topolog use gns3beginnerin thi 1-hour 30-min long project-bas cours you will learn how to build a network topolog use gns3 as well as configur network devic and troubleshoot them. you�ll also learn how to creat subnet and how to secur your network devices. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput network subnetwork benefit troubleshoot network topolog project topolog materi project mine network hardwar information-technolog network

leadership commun for maximum impact storytellingadvancedstorytel is an essenti part of leadership. effect leader commun to inspir talent to excel; to partner with investor and communities; to engag with custom and client and to grow their impact in the world as part of a global community. cultiv an authent trustworthi and compel narr is vital to a leader� success. thi cours help leader find their own stori through person branding; develop storytel success with all constituencies; initi an effect voic for crisis; interact well through social and third parti media; and commun a vision for innovation.leadership innov crisi crisi manag crisi commun strateg leadership commun leadership and manag storytel strateg commun busi leadership-and-manag

batteri pack balanc and power estimationadvancedthi cours can also be taken for academ credit as ecea 5734 part of cu boulder� master of scienc in electr engin degree. in thi cours you will learn how to design balanc system and to comput remain energi and avail power for a batteri pack. by the end of the cours you will be abl to -\tevalu differ design choic for cell balanc and articul their rel merit -\tdesign compon valu for a simpl passiv balanc circuit -\tuse provid octave/matlab simul tool to evalu how quickli a batteri pack must be balanc -\tcomput remain energi and avail power use a simpl cell model -\tuse provid octave/matlab script to comput avail power use a comprehens equivalent-circuit cell modelsystem on a chip power electron euler' totient function energi batteri manag system state space electr vehicl accuraci and precis comput perform data structur align physical-science-and-engin electrical-engin

market research and consum behaviorbeginneryour market quest begin here! the first cours in thi special lay the neccessari groundwork for an overal success market strategy. it is separ into two section market research and consum behavior. gain the tool and techniqu to translat a decis problem into a research question in the market research module. learn how to design a research plan analyz the data gather and accur interpret and commun survey report translat the result into practic recommendations. you will then focu in on the consum decision-mak process highlight the key moment from identifi a need to buy and consum a product. adopt a true �consum focus� in your manageri decis by analyz how consum make decis what happen in their heart and mind at differ stage of the decis make process and the variabl that influenc those decisions. thi cours will equip you with the knowledg requir to understand the state of your product befor approach the market strategy. there� no better place to build the foundat of your market journey!market econom data analysi process analysi consum behaviour market research market research market analysi behavior market busi market

introduct to satellit communicationsintermediatehow is a satellit built? how do they fly? how do they commun and how doe the network operate? you will get all the answer in thi cours from teacher and research from three school associ with institut mines-t�l�com. the cours is made of teach video equip demonstr and simul programs. they will guid you through the discoveri of satellit communications. profession in the space field will share there vocat for thi scientif and technic sector. have you ever want to know more about transpond the geostationari orbit qpsk modul channel code link budget tcp over larg bandwdith x delay product link ? thi cours is for you! thi cours is avail in english french-speak lectur with english subtitl and fulli translat content slide practices. thi mooc is support by the patrick and lina drahi foundation.link budget histori of commun internet data transmiss satellit electr engin electron commun telecommun raspberri pi physical-science-and-engin electrical-engin

six sigma advanc defin and measur phasesadvancedthi cours is for you if you are look to dive deeper into six sigma or strengthen and expand your knowledg of the basic compon of green belt level of six sigma and lean. six sigma skill are wide sought by employ both nation and internationally. these skill have been proven to help improv busi process and performance. thi cours will take you deeper into the principl and tool associ with the "define" and "measure" phase of the dmaic structur of six sigma. it is highli recommend that you complet the "yellow belt specialization" and the cours "six sigma and the organ advanced" befor begin thi course. in thi cours your instructor will introduc you to and have you appli some of the tool and metric that are critic compon of six sigma. thi cours will provid you with the advanc knowledg of team dynam and perform process analysi probabl statist statist distribut collect and summar data measur system analysi process and perform capabl and exploratori data analysi associ with six sigma and lean. everi modul will includ read video and quizz to help make sure you understand the materi and concept that are studied. registr includ onlin access to cours content project and resourc but doe not includ the companion text the certifi six sigma green belt handbook 2nd edition. the companion text is not requir to complet the assignments. howev the text is a recogn handbook use by profession in the field. also it is a highly-recommend text for those wish to move forward in six sigma and eventu gain certif from profession agenc such as american societi for qualiti asq.six sigma green belt process control process green belt statist analysi six sigma analysi gener statist trigonometr integr probabl busi leadership-and-manag

mind of the univers - genet privaci should we be concerned?beginnershould all our genet inform be made public in order to erad genet diseas from thi world? who own your genet data onc it becom publicli accessible? what is your respons to famili member when you know more about genet diseas than they do? who decid what kind of genet inform is relev to a person? and what doe genet privaci mean to you? in thi challeng with robert zwijnenberg professor in art and scienc interact you will critic reflect upon the issu of genet privacy. you will dive into the ethic question that come up with the disclosur of genet data in biobank and through genet tests. thi cours encourag you to think about the cultur philosoph and polit tension present in the debat around genet privacy. you are invit to identifi and listen to the viewpoint and valu provid by the differ stakehold that shape thi debat corpor research consum and patients. furthermor you will go off the beaten track by explor the issu from the uniqu perspect of art and culture. after a lot of think supplement delet and adjust you will be ask to share a recommend on how to regul practic of disclos genet inform while take into consider the concept of genet privacy. your advic could serv as an eye-open for polici makers! thi onlin learn experi is a spin-off of the mind of the univers documentari seri creat by the dutch broadcast compani vpro and professor robbert dijkgraaf princeton university. a number of univers in the netherland have use the open sourc materi of the documentari seri as a start point to creat similar experiences.pati foreground experi genealog privaci introduct to genet biobank genet final sex arts-and-human philosophi

oil & ga industri oper and marketsbeginnerth oil and ga industri ha an enorm impact on all aspect of daili life. individu corpor and nation govern make financi and polici decis base on the cost use and avail of these two natur resources. thi two-week cours look at the two most fundament aspect of the oil and ga industri it oper and market each of which is address as a separ modul in the course. in the oper modul the cours provid an overview of the product of oil and ga from initi explor to final transport. the second modul focus on the forc that drive the industry' oper the oil and ga market includ the cost of well season impact on price and the role of oil reserves. after everi lesson learner will take short quizz to test their newli acquir knowledg particip in crowd-sourc discuss about global market and complet a final project.energi market market econom geolog price of oil natur ga petroleum geolog oper manag oil enhanc oil recoveri energi physical-science-and-engin environmental-science-and-sustain

machin learn for allconversantmachin learn often call artifici intellig or ai is one of the most excit area of technolog at the moment. we see daili news stori that herald new breakthrough in facial recognit technolog self drive car or comput that can have a convers just like a real person. machin learn technolog is set to revolutionis almost ani area of human life and work and so will affect all our live and so you are like to want to find out more about it. machin learn ha a reput for be one of the most complex area of comput scienc requir advanc mathemat and engin skill to understand it. while it is true that work as a machin learn engin doe involv a lot of mathemat and program we believ that anyon can understand the basic concept of machin learn and given the import of thi technolog everyon should. the big ai breakthrough sound like scienc fiction but they come down to a simpl idea the use of data to train statist algorithms. in thi cours you will learn to understand the basic idea of machin learn even if you don't have ani background in math or programming. not onli that you will get hand on and use user friendli tool develop at goldsmith univers of london to actual do a machin learn project train a comput to recognis images. thi cours is for a lot of differ people. it could be a good first step into a technic career in machin learn after all it is alway better to start with the high level concept befor the technic detail but it is also great if your role is non-technical. you might be a manag or other non-techn role in a compani that is consid use machin learning. you realli need to understand thi technolog and thi cours is a great place to get that understanding. or you might just be follow the news report about ai and interest in find out more about the hottest new technolog of the moment. whoever you are we are look forward to guid you through you first machin learn project. nb thi cours is design to introduc you to machin learn without need ani programming. that mean that we don't cover the program base machin learn tool like python and tensorflow.robot machin learn artifici neural network train algorithm tensorflow statist classif model human learn deep learn computer-sci software-develop

tabl data & network in iosadvancedin thi cours you will learn how to work with data in ios. data is the key ingredi for ani function app and one must learn how to properli display it to the user. you will learn how to use tabl and collect view to display data to user and how to use core data to build more robust data-driven applications. everi app must have data. make web request is by far the most common thing you will do as an io developer. you will learn how to get your app work with server and extern data. throughout the cours you will creat a todo app includ learn how to decod data from a web server as well as how to make post requests.databas deleg web server web display devic persist pars xcode swift program io develop computer-sci mobile-and-web-develop

product develop custom persona develop with mirobeginnerbi the end of thi 2.5 project you will be fluent in identifi and creat custom persona for new product and servic and in deriv opportun from your analysi thu gener posit result for your busi venture. thi project is design to engag and har your visionari and exploratori abilities. you will use proven model in strategi and product develop with the miro platform to explor and analyz custom personas. thi is an import step for individu or compani want to explor new product or services. we will practic critic examin custom segment and product structur that affect the business. you will engag in evalu through exampl and hands-on practic make decis on product orientation. furthermor you will assess whether to modifi or keep the product structur when enter the market. you will be readi to take an entrepreneuri idea through a scientif and logic process help you valid your idea for a new busi or service.project model persona user experi plan cost benefit analysi present strategi integr product develop busi plan busi business-strategi

a guid to healthcar innov principl and practiceadvancedthi cours reflect on global health challeng and the role of innov solut in address them. by engag in thi cours you will be abl to describ the principl and key type of innov in order to characteris the fundament featur of new model of care and technologies. thi cours will review the basic featur and principl of healthcar innovation. you'll be examin innov develop to address global health challeng rang from simpl low-cost technolog readili deploy in resourc constrain set to more complex combin of organiz busi model and technolog innovations. throughout thi cours you'll also consid how adopt and diffus is influenc by social econom and polit factor and explor what is requir to get an innov in to practic effect at scale.health technolog assess innov design think product develop process model health econom order pair public health commerci life-sci public-health

data in databaseadvancedbig data analyt tool are increasingli critic for provid meaning inform for make better busi decisions. big data technolog bring signific cost advantag when it come to store and manag larg amount of data. understand how to queri a databas to extract data will empow better analysi of larg complex datasets. knowledg of index mechan make possibl high-spe select retriev of larg amount of information.rel algebra relat model data model big data relat databas databas manag system databas relat databas manag system transact-sql entiti relationship model information-technolog data-manag

creat a portfoliobeginnerthi cours integr all the learn from the first three cours and guid the learner about way of build a portfolio of strategi and integr the same into a hedg fund. in the first part of the cours you will be taught way of measur the contribut of a strategi to a portfolio in term of risk and return. you will be abl to appreci the consequ of includ a strategi to a new as well an exist portfolio. next you are taught variou way of conduct the tilt analysi in order to determin the optim weight to be place on each strategy. after thi you will learn to develop techniqu for minim overal portfolio risk. you will also get a basic overview of the regulatori framework that is applic to hedg funds. you will know about differ type of investor and the expect of each type of investors.backtest expect return trade strategi capit market efficient-market hypothesi trade effici frontier capit market line stock market econom busi financ

effect commun capston projectadvancedin the effect commun capston learner appli the lesson of busi write graphic design and success present to creat a portfolio of work that repres their masteri of write design and speak and that express their person brand. the portfolio includ three individu elements�a written memo a slide deck and a presentation�integr around a singl topic. we provid the element for a basic capston but we also invit our learner to creat their own project if they so choose. thi self-design "challeng capstone" allow learner to engag meaning in their world by choos a project relev to their current job or by volunt to write design and speak for a social organ of their choice. by success undertak the capston learner will accomplish three main goal 1. they will hone their write design and speak skill and build a portfolio for a job search and/or profession application; 2. they will shape these skill into a uniqu brand identity; and if they choos 3. they will undertak a transform effect in the world around them. ultim the import of capston portfolio is greater than the sum of it individu parts. it true goal lie in each student� person transform and express of their best selves. we invit you to unleash your skill and we can't wait to see the results!commun busi commun coffe cup public speak comput graphic plan graphic design write present busi write busi business-essenti

build a budget and analyz varianc use googl sheetsbeginnerbi the end of thi project you will be abl to build a simpl budget use googl sheets. you will be abl to easili captur varianc and identifi trends. you will be abl to format your budget identifi and commun driver of varianc and make the budget presentable. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.analysi of varianc financ budget analysi commun data analysi varianc budget analysi project mine project busi financ

fashion as designintermediateamong all object of design our cloth are the most univers and intimate. like other kind of design fashion thrive on product tension between form and function autom and craftsmanship standard and custom univers and self-express and pragmat and utopian vision. it exist in the servic of other and it can have profound consequences�soci polit cultur econom and environmental. fashion as design focus on a select of more than 70 garment and accessori from around the world rang from kent cloth to jean to 3d-print dresses. through these garment we�r go to look close at what we wear whi we wear it how it� made and what it means. you�ll hear directli from a rang of design maker historian and other work with cloth everi day�and in some case reinvent it for the future. studio visit interview and other resourc introduc the histori and develop of each garment and their chang use mean and impact over time. cours learn object develop critic tool to appreci and contextu fashion design�from everyday cloth to coutur garments�through mani differ perspectives. trace the histori develop and impact of garment over time and explor how they may be reinvented. investig garment through multipl lens includ polit ident and economics. understand more about the lifecycl of cloth from it design and product to it market distribut and consumption. better comprehend the choic you make about fashion with respect to the visual languag of dress individu and collect ident and issu such as labor practic sustain and bodi politics.design and product histori critic think human learn art histori sustain art analysi creativ cultur arts-and-human music-and-art

design-l strategi design think for busi strategi and entrepreneurshipconversantthi cours is for entrepreneuri manag who are look for tool and techniqu to introduc excit innov product or servic to market quickli and inform by high-qual custom insights. it is applic to a rang of organ from small-medium size enterpris through to corpor and across a rang of industri segments. the problem thi cours help address is the constant pressur manag face to be innov and introduc novel product and servic for their customers. howev mani creativ idea get �stuck� in the boardroom or are subject to intra-organiz tension or group think. thi cours provid methodolog to break through these challenges. we build on the wide known concept of design think but updat it and appli it to advanc busi strategi and entrepreneurship. over five week you will learn what �design strategy� is how it differ from tradit design think and busi strategi and how it can be use to improv exist product or servic in your busi or introduc breakthrough ideas. we will also provid an exclus deep-div into the practic applic and impact of these strategi in one of australia� newest most innov financi institut ubank and the global re-insur giant swiss re. through convers with their senior execut leadership team includ ubank� ceo we will explor how they have embed innov through design thinking. by the end of thi cours you will have a set of tool to inform product design and develop for your own start-up or to extend the product roadmap of an establish organization.strateg manag thought model leadership and manag strategi entrepreneurship busi model canva usabl design think busi strategi busi business-strategi

budget essenti and developmentintermediateth budget essenti and develop cours focu on an integr and practic view of concept method and techniqu to develop a budget. after finish thi cours learner will be abl to - develop the budget with a broad view of the corpor functions; - integr the strateg guidelin into the discuss of budget process; - structur the budget plan and develop in a logic sequenc - coordin the project of budget plan with the differ area of the compani - activ promot assumpt discuss to improv the process of develop the budget - appli financi concept to support the budget plan process - design a budget monitor and control model to support the perform manag - evalu the perform of the compani by manag the result and the budget in thi cours learner will have a deeper understand of the budget process it challeng common issu and approach to mitig the problem and improv the learn curv of budget planning. it is integr by emphas the transit between the corpor strategi and the budget. it is practic by follow a structur process of go through a framework that illustr and demonstr how to analyz develop and control the budget.budget develop situat analysi project budget capit budget busi plan financi manag perform manag process work capit busi business-strategi

an introduct to interact program in python (part 2)advancedthi two-part cours is design to help student with veri littl or no comput background learn the basic of build simpl interact applications. our languag of choic python is an easy-to learn high-level comput languag that is use in mani of the comput cours offer on coursera. to make learn python easi we have develop a new browser-bas program environ that make develop interact applic in python simple. these applic will involv window whose content are graphic and respond to button the keyboard and the mouse. in part 2 of thi cours we will introduc more element of program such as list dictionari and loop and then use these element to creat game such as blackjack. part 1 of thi class will culmin in build a version of the classic arcad game "asteroids". upon complet thi cours you will be abl to write small but interest python programs. the next cours in the special will begin to introduc a more principl approach to write program and solv comput problem that will allow you to write larger and more complex programs.syntax interact comput social media market comput program interact program interact semant python syntax and semant mathemat python program computer-sci software-develop

pycaret anatomi of classificationadvancedin thi 2 hour 10 min long project-bas cours you will learn how to set up pycaret environ and becom familiar with the varieti of data prepar task done dure setup be abl to creat see and compar perform of sever model learn how to tune your model without do an exhaust search creat impress visual of model featur import and much more. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.gener statist statist classif perform ensembl of classifi stack abstract data type model machin learn sourc line of code project project mine data-sci data-analysi

introduct to docker the basicsbeginnerwelcom to introduct to docker the basics. you�r join thousand of learner current enrol in the course. i'm excit to have you in the class and look forward to your contribut to the learn community. to begin i recommend take a few minut to explor the cours site. click discuss to see forum where you can discuss the cours materi with fellow student take the class. if you have question about cours content pleas post them in the forum to get help from other in the cours community. for technic problem with the coursera platform visit the learner help center. good luck as you get start and i hope you enjoy the course!dock softwar enabl scrum softwar develop unix shell microsoft excel softwar project softwar engin download english languag computer-sci software-develop

everyday parent the abc of child rearingadvancedeveryday parent give you access to a toolkit of behavior-chang techniqu that will make your typic day in the home easier as you develop the behavior you would like to see in your child. the lesson provid step-by-step instruct and demonstr to improv your cours of action with both children and adolescents. among mani techniqu you will learn how even simpl modif to tone of voic and phrase can lead to more compliance. the cours will also shed light on mani parent misconcept and ineffect strategi that are routin used. the key to the cours is practice. it is not enough to know the strategies; you have to do them to reap the rewards. use the techniqu on a temporari basi will lead to perman change. chanc are your parent is perfectli fine and work the way you would like. but if you have ani frustrat with your child or would like improv your effect in chang your child� behavior these video will be a veri use guide. subtitl avail in chines and spanish.commun child leadership and manag prais parent child psycholog behavior manag behavior psycholog model life-sci psycholog

creat custom support data with googl sheetsbeginnerbi the end of thi project you will creat a googl sheet that transform a business� raw custom support data into a use data set that provid the busi with an overview of past support requirements. you will be abl to determin which area of the busi are exceed standard and which depart are perform below standard. thi cours will includ an introduct to googl sheet how to leverag formula how to link multipl tab and how to util googl sheet to determin if support is be provid within the requir level of service. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.custom support analysi microsoft excel microsoft access financ data analysi microsoft visio critic think util leadership and manag busi leadership-and-manag

paleontolog earli vertebr evolutionbeginnerpaleontolog earli vertebr evolut is a four-lesson cours teach a comprehens overview of the origin of vertebrates. student will explor the divers of palaeozo lineag within a phylogenet and evolutionari framework. thi cours examin the evolut of major vertebr novelti includ the origin of fin jaw and tetrapod limbs. student also explor key canadian fossil local includ the burgess shale british columbia miguasha quebec and man on the hill northwest territories. watch a preview of the cours here https//uofa.ualberta.ca/courses/paleontology-vertebrate-evolutionzoolog biolog anatomi anim phylogenet fossil evolut tetrapod fish paleontolog life-sci basic-sci

covid-19 what you need to know (cme eligible)beginnerregist for thi free cme cours here https//www.coursera.org/learn/covid-19-what-you-need-to-know?edocomorp=public-health-free-cours covid-19 is a global pandem that ha alreadi result in hundr of thousand of infect and thousand of death with mani more anticipated. thi cours is a go-to resourc that will be regularli updat with all of the current inform put forth by the cdc who and other lead agenc and cover the basic person protect equip diagnost and other material. as a healthcar profession you can earn cme credit and help to #raisethelin by becom prepar to treat covid-19.infect symptom health care leadership and manag prevent pandem educ awar infect control public health life-sci public-health

cloud comput concept part 1advancedcloud comput system today whether open-sourc or use insid compani are built use a common set of core techniqu algorithm and design philosophi � all center around distribut systems. learn about such fundament distribut comput "concepts" for cloud computing. some of these concept includ cloud mapreduc key-value/nosql store classic distribut algorithm widely-us distribut algorithm scalabl trend area and much much more! know how these system work from the insid out. get your hand dirti use these concept with provid homework exercises. in the program assign implement some of these concept in templat code program provid in the c++ program language. prior experi with c++ is required. the cours also featur interview with lead research and manag from both industri and academia.apach hadoop algorithm failur detector reliabl multicast distribut comput gossip protocol multicast gossip distribut algorithm cloud comput computer-sci algorithm

comput scienc program with a purposeadvancedth basi for educ in the last millennium wa �read write and arithmetic;� now it is read write and computing. learn to program is an essenti part of the educ of everi student not just in the scienc and engin but in the art social scienc and human as well. beyond direct applic it is the first step in understand the natur of comput science� undeni impact on the modern world. thi cours cover the first half of our book comput scienc an interdisciplinari approach the second half is cover in our coursera cours comput scienc algorithm theori and machines. our intent is to teach program to those who need or want to learn it in a scientif context. we begin by introduc basic program element such as variabl condit loop array and i/o. next we turn to function introduc key concept such as recurs modular program and code reuse. then we present a modern introduct to object-ori programming. we use the java program languag and teach basic skill for comput problem solv that are applic in mani modern comput environments. profici in java is a goal but we focu on fundament concept in program not java per se. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.java program openfabr allianc virtual termin instanc variabl comput program recurs java softwar platform modular program crt0 abstract data type computer-sci software-develop

start gui program with javafxbeginnerin thi 2-hour long guid project we will learn the basic of creat gui applic with javafx. we will do thi by creat a simpl user interfac design with scene builder and fxml. the gui applic itself will be power by the javafx framework. while javafx ha a fairli larg number of compon that offer a lot of function we will focu on creat someth simpl to familiar ourselv with the framework and some of it core functionality. to be abl to complet thi project success you should be familiar with the java program language. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program recurs enumer set number spreadsheet comput program user interfac design softwar engin languag drag and drop javafx point devic gestur computer-sci software-develop

excel/vba for creativ problem solv part 2advanced"excel/vba for creativ problem solv part 2" build off of knowledg and skill obtain in "excel/vba for creativ problem solv part 1" and is aim at learner who are seek to augment expand optim and increas the effici of their excel spreadsheet skill by tap into the power program autom and custom capabl avail with visual basic for applic vba. in part 2 of the cours learner will 1 learn how to work with array and import/export array from/to excel use vba code; 2 learn how to work with text string and write data to .txt file and import inform from .txt files; 3 autom the import modif and consolid of inform from multipl worksheet into a central worksheet as well as the import of inform from multipl workbook to a central workbook; and 4 gain experi with creat profession user form to interfac with the user perform advanc calcul and manipul data on the spreadsheet. learner who have a foundat understand of vba code and program structur can jump right into part 2 of the cours without take part 1 and use the screencast in part 1 as reference. each modul will introduc foundat and broad problem inspir by situat that you might encount in the real world. to pass each modul you'll need to pass a masteri quiz and complet a problem solv assignment. thi cours is uniqu in that the weekli assign are complet in-appl i.e. on your own comput in excel provid you with valuabl hands-on training.microsoft excel macro microsoft excel vba array screencast macro comput scienc comput program visual basic comput program problem solv microsoft excel computer-sci algorithm

pressur forc motion and humid sensorsadvanced"pressur forc motion and humid sensors" can also be taken for academ credit as ecea 5342 part of cu boulder� master of scienc in electr engin degree. thi is our third cours in our special on embed sensor and motors. to get the most out of thi cours you should first take our first cours entitl sensor and sensor circuits. our first cours give you a tutori on how to use the hardwar and softwar develop kit we have chosen for the lab exercises. thi third cours assum that you alreadi know how to use the kit. after take thi cours you will be abl to ?\tunderstand how to specifi the proper ac or dc motor for a machin design. ?\tintegr the motor to a machin base on analysi of motor equat for voltag current torqu and speed. ?\timplement the motor and accompani rotari sensor into a motor control circuit in both hardwar and software. ?\tadd a motor and motor control circuit into a microprocessor base develop kit. ?\tcreat hardwar and firmwar to process motor feedback data to a microprocessor for further evaluation. after take thi cours you will be abl to ?\tunderstand how to specifi the proper pressur forc strain posit motion acceler occup and humid sensor for take real-tim process data. ?\timplement these sensor into an embed system in both hardwar and software. ?\tadd the sensor and sensor interfac into a microprocessor base develop kit. ?\tcreat hardwar and firmwar to process sensor signal and feed data to a microprocessor for further evaluation. in thi cours you will build the circuit from video 7 lab exercis on strain gaug modul 2 forc and strain sensor and touch screen and use it to make screen shot of the time of the switch. if you haven't alreadi wire up the system and written all the softwar per the instruct of video 7 pleas do so now. you will need to buy the follow compon to complet thi assignment. note that if you have alreadi purchas the psoc 5lp prototyp kit you do not need to buy it again. these part may be purchas off the digikey web site www. digikey.com. one part need to be purchas off the sparkfun websit www.sparkfun.com. or you may obtain the spec from the site and purchas them elsewhere. digikey part number are type out here 428-3390-nd cf14jt22k0ct-nd cf14jt100kct-nd tabl shown here index\tquantity\t part number\tdescript 1\t 1\t 428-3390-nd\tpsoc 5lp prototyp kit 2\t 2\t cf14jt22k0ct-nd \tre 22k ohm 1/4w 5% axial 3\t 1\t cf14jt100kct-nd\tre 100k ohm 1/4w 5% axial sparkfun part number are type out here tal221 tabl shown here index\tquantity\t part number\t descript 1\t 1\t tal221\t mini-load cell - 100g straight bartouchscreen electr engin robot alarm manomet measur commerci secur pressur sensor motion detector electron physical-science-and-engin electrical-engin

introduct to relat databas and sqlbeginnerin thi guid project you will get hands-on experi work with a relat databas use mysql workbench from oracle. the basic knowledg you learn will allow you to work with ani other relat database. at the end of thi project you will be abl to creat a bill report and a club member roster.mysql workbench mysql leadership and manag sort oracl databas databas sql relat databas manag system relat databas associ entiti computer-sci software-develop

so you think you know tango?intermediatehow well do you think you know tango? thi two-week mini-cours is design for music lover musician and dancer who are interest in learn more about the argentin tango. it will explor the mani dimens of the argentin tango music includ it origin popular dure the golden age dissemin abroad evolut into an artist music-d form and adopt by argentin and intern art-mus compos to date. the goal is to provid learner with an authent and holist tango experi by intersect scholarli studi of the histori theori and cultur of tango with knowledg of instrument perform practices. learner can also learn more about basic tango gestur and step that embodi the music as well as the poetri of tango.accept thought histori poetri write drama music piano art histori guitar art arts-and-human music-and-art

negoti mediat and conflict resolut - capston projectadvancedthi cours ha been design to help you appli knowledg skill and know-how you have develop in negoti and in mediat both as a result of your own practic and the follow up of the previou cours of the essec �negoti mediat and conflict resolution� specialization. befor you enrol thi cours we strongli recommend that you acquir the necessari pre-requisites. a number of tool concept and method are outlin in 3 mooc negoti fundament cross-cultur negoti and mediat & conflict resolution. to be more specif the follow subject must be master - get prepar for ani negotiation; - avoid traps; - know how to prompt value-cr partnerships; - structur an effect negoti sequence; - bargain in an effici and respect manner; - overcom deadlocks; - manag cultur differ in a negotiation; - defin what a mediat is and choos when to use it; - list differ type of mediation; - identifi typic challeng and difficulti that most mediat face; - choos the adequ strategi within a repertoir of options; - identifi the do� and don�t in mediation. the purpos of thi cours is to help you to put everyth togeth sharpen your skill and enhanc your command of negoti techniqu and behaviors. we�v design thi mooc in a highli interact way. you will be engag in a negoti with peers. you will demonstr your improv capac to analyz and therefor conduct negoti and mediation. thi capston project will compris three exercises. here is an overview. in the first exercis you will analys a real-lif negoti of your own choice. as an expert of negoti dynam you will provid your reader with a detail analysi of thi real negotiation. inde as a profession your task might not alway be to conduct a negoti - but to analys what is go on in a given negoti or to help other your boss for instanc get readi for a high-stak negotiation. guidelin will be provid in a separ document to help you structur your assignment. for the second exercis you will negoti directli with a peer. we�v prepar a busi case inspir from a true story. the third exercis is link to the previou one. imagin that thi negoti is not success and that the relationship between the two negoti becom too tense. you will be ask to step into the shoe of a mediat - and to structur a mediat process. each of these three exercis will be peer-evaluated. as a result it is realli worth your engagement! go ahead engag fulli into the exercis - you will have fun and you will make further progress for real-lif negoti mediat and conflict management.project conflict resolut negoti process model busi administr evalu choic arbitr analysi busi leadership-and-manag

creat onlin employe onboard cours with eduflowbeginnerthi cours will walk you through how to creat an onlin employe onboard course. by the end of thi project you will creat an eduflow cours to assist in your employe onboard process. eduflow is a free easy-to-us onlin cours builder that allow you to build an interact learn experi for your team. in thi project you will open an eduflow account and begin creat an interact employe onboard course. you will then learn how to mix and match differ learn activ includ content submiss and videos. furthermor you will learn how to invit employe to the cours keep track of their progress and gain valuabl insight and feedback from your learners. the onboard process is extrem import in develop your compani brand and culture. use eduflow allow you to creat an innov custom and engag onboard experi for your employees. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.busi project onboard brand human resourc deep learn flow network employ cultur interact learn busi leadership-and-manag

commun theori bridg academia and practiceintermediatethi cours is about commun on variou levels. over these 9 week we will cover a number of theori case and applic in the field of commun science. we will start with the foundat concept of commun theori defin what the theori is and go through a number of approach to commun itself. each week you will have a test to check on your progress and understanding. we also have a final text in the end of the cours and a littl bit of writing. as oscar wild said if you cannot write you cannot think. if you cannot think other will do think for you. so we find write and reflect pretti import for our classes. along the cours we provid you with in-class materi lectur present articl and addit readings. if you realli want to get into the topic don�t avoid thi extra work. although a substanti part of thi cours is theory-bas commun theori ha a veri practic application. commun is an underli process which creat and develop relationship commun societies. we commun on a daili basi via a varieti of mean and channels. in our globalis and increasingli interconnect world commun skill are essenti in both the person and profession spheres. it is our goal to leav you with a contextualis and conceptualis of commun process that will pois you to hone your own commun skill � in other word to put theori into practice. do you have technic problems? write to us coursera@hse.rumass commun human commun persuas computer-medi commun cognit disson commun select exposur theori social media group dynam commun in small group social-sci governance-and-societi

tensorflow for cnn learn and practic cnnsbeginnerthi guid project cours is part of the "tensorflow for convolut neural networks" seri and thi seri present materi that build on the second cours of deeplearning.ai tensorflow develop profession certif which will help learner reinforc their skill and build more project with tensorflow. in thi 2-hour long project-bas cours you will learn the fundament of cnn structur compon and how they work and you will learn practic how to solv an imag classif deep learn task in the real world and creat train and test a neural network with tensorflow use real-world imag and you will get a bonu deep learn exercis implement with tensorflow. by the end of thi project you will have learn the fundament of convolut neural network and creat a deep learn model with tensorflow on a real-world dataset. thi class is for learner who want to learn how to work with convolut neural network and use python for build convolut neural network with tensorflow and for learner who are current take a basic deep learn cours or have alreadi finish a deep learn cours and are search for a practic deep learn project with tensorflow project. also thi project provid learner with further knowledg about creat and train convolut neural network and improv their skill in tensorflow which help them in fulfil their career goal by ad thi project to their portfolios.tensorflow convolut neural network world file exercis seri a round project artifici neural network deep learn statist classif model data-sci machine-learn

crud oper use mongodb nosqlbeginnerunlik relat databas nosql databas such as mongodb store data as collect of field rather than row and columns. it mimic the way human think of object and provid a smooth interfac for applic that are object-oriented. each �object� is store in json format in a data structur call a document. the document may repres a singl word and it definit for example. a document is store in a collect which contain one to mani documents. the mongodb databas then contain one to mani collections. in thi cours you will creat a mongodb databas collect contain word and their definitions. you will then retriev data from the collect updat data remov document data from the collect and final delet a document a collect and a database.docu row continu function mongodb mapreduc smooth nosql oper manag databas relat databas information-technolog data-manag

financi manag capstoneadvancedth financi manag capston will provid a learn experi that integr across all the cours within thi specialization. you will analyz a situat take the vantag point of a compani and develop a financi manag plan for instanc a global compani work in a specif geographi chosen by students� region or countri of resid or other consideration. you will design a deliver to creat valu from the perspect of potenti employ while achiev pedagog and experienti goals. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.leverag buyout financi account fundament analysi financi manag stock merger & acquisit buyout account stock market financ busi financ

custom report in googl analyticsbeginnerin thi project you will creat three custom report in googl analyt use three differ methods. you will understand the build block of a custom report. you will determin what data is need for a custom report. and you will creat the custom report to best meet your analysi and monitor needs. you will also discov the googl galleri where you can find variou type of custom report and import the one that best meet your needs. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.analyt googl analyt organ manag map r program project mine analysi order pair traffic analysi big data data-sci data-analysi

introduct to thermodynam transfer energi from here to therebeginnercours descript thi cours provid an introduct to the most power engin principl you will ever learn - thermodynam the scienc of transfer energi from one place or form to anoth place or form. we will introduc the tool you need to analyz energi system from solar panel to engin to insul coffe mugs. more specif we will cover the topic of mass and energi conserv principles; first law analysi of control mass and control volum systems; properti and behavior of pure substances; and applic to thermodynam system oper at steadi state conditions. cours format the class consist of lectur video which averag 8 to 12 minut in length. the video includ integr in-video quiz questions. there are also quizz at the end of each section which includ problem to practic your analyt skill that are not part of video lectures. there are no exams. grade polici each question is worth 1 point. a correct answer is worth +1 point. an incorrect answer is worth 0 points. there is no partial credit. you can attempt each quiz up to three time everi 8 hour with an unlimit number of total attempts. the number of question that need to be answer correctli to pass are display at the begin of each quiz. follow the masteri learn model student must pass all 8 practic quizz with a score of 80% or higher in order to complet the course. estim workload if you follow the suggest deadlin lectur and quizz will each take approxim ~3 hour per week each for a total of ~6 hour per week. target audienc basic undergradu engin or scienc student. frequent ask question - what are the prerequisit for take thi course? an introductori background high school or first year colleg level in chemistri physic and calculu will help you be success in thi class. -what will thi class prepar me for in the academ world? thermodynam is a prerequisit for mani follow-on cours like heat transfer intern combust engin propuls and ga dynam to name a few. -what will thi class prepar me for in the real world? energi is one of the top challeng we face as a global society. energi demand are deepli tie to the other major challeng of clean water health food resourc and poverty. understand how energi system work is key to understand how to meet all these need around the world. becaus energi demand are onli increas thi cours also provid the foundat for mani reward profession careers..properti energi analysi law energi conserv fluid mechan energi system phase diagram energi analysi mechan engin physical-science-and-engin mechanical-engin

introduct to imagemakingintermediatethi cours for seriou maker and for student new to imagemaking. imagemak is a fluid and excit area of graphic design that come out of practic and process experi fearlessli show and share idea and give and receiv knowledg and construct input. for the sake of thi onlin platform we have appli some structur to our investig but for the most part imagemak is loos and unstructured. if we must adopt a rule in thi cours it is onli thi you will not becom a graphic design by watch video alone. or don't just make stuff just in your head. so here the focu here is on make and you are expect to devot seriou time and intellectu energi to that activ in thi course. specif you will - experi with a rang of materi and techniqu to make imag for graphic design - expand your visual vocabulari both in term of make and talk about work in order to discuss your work and work of other - learn how to make manipul and arrang imag to creat composit eventu culmin in the design and product of an-image-bas book. the first half of the cours is an opportun to experi and explor imagemak in order to expand your visual vocabulary. you will creat piec that are express medit or 'design-y' to instig evok experi record explain or tri out a media. in the second two week we�ll invit the imag to deliber and intent carri mean and commun through relat move like juxtaposit composit and context. we�ll look at develop and expand the rang of approach for put thing togeth by compos page spread with your images. sinc noth exist without context we look at how to intent drive the image� connot mean and associ gener through element of composit and �visual contrasts.� ultim we will take the imag that you creat and make a book from them. the result of your assign and experi may gener someth complet unknow now or in the future�and that' the goal.comput graphic graphic design iter creativ illustr adob photoshop book art adob indesign layout design arts-and-human music-and-art

concurr in gobeginnerlearn how to implement concurr program in go. explor the role of channel and goroutin in implement concurrency. topic includ write goroutin and implement channel for commun between goroutines. cours activ will allow you to exercis go� capabl for concurr program by develop sever exampl programs.process languag concurr algorithm go program languag concurr comput mutual exclus processor design dine philosoph problem go! program languag comput program computer-sci software-develop

creat technic stock chart use r and quantmodbeginnerin thi 1-hour long project-bas cours you will learn how to pull down stock data use the r quantmod packag and yahoo financ api. you will also learn how to appli technic indic to the data and draw graph base on those indicators. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.graph machin learn data analysi euler' totient function random student residu test set ggplot2 rstudio technic analysi data-sci data-analysi

distribut program in javaintermediatethi cours teach learner industri profession and student the fundament concept of distribut program in the context of java 8. distribut program enabl develop to use multipl node in a data center to increas throughput and/or reduc latenc of select applications. by the end of thi cours you will learn how to use popular distribut program framework for java program includ hadoop spark socket remot method invoc rmi multicast socket kafka messag pass interfac mpi as well as differ approach to combin distribut with multithreading. whi take thi course? �\tall data center server are organ as collect of distribut server and it is import for you to also learn how to use multipl server for increas bandwidth and reduc latency. �\tin addit to learn specif framework for distribut program thi cours will teach you how to integr multicor and distribut parallel in a unifi approach. �\teach of the four modul in the cours includ an assign mini-project that will provid you with the necessari hands-on experi to use the concept learn in the cours on your own after the cours ends. �\tdure the cours you will have onlin access to the instructor and the mentor to get individu answer to your question post on forums. the desir learn outcom of thi cours are as follow �\tdistribut map-reduc program in java use the hadoop and spark framework �\tclient-serv program use java' socket and remot method invoc rmi interfac �\tmessage-pass program in java use the messag pass interfac mpi �\tapproach to combin distribut with multithread includ process and thread distribut actor and reactiv program masteri of these concept will enabl you to immedi appli them in the context of distribut java program and will also provid the foundat for master other distribut program framework that you may encount in the futur e.g. in scala or c++.actor model parallel comput messag pass client server model comput program spmd apach kafka program model distribut comput reactiv program computer-sci software-develop

valu chain manag capstoneadvancedth capston for the valu chain manag special will provid a learn experi that examin how the variou segment of a busi integr to creat a valu chain. the capston involv an in-depth analysi of an actual busi situation. the final deliver consist of a plan base on a comprehens analysi of how account market and oper work togeth to creat a valu chain. the plan will propos how valu creation in organ and suppli chain can be enhanc use the concept and framework learn in the three courses. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.decis model leadership and manag valu proposit busi case strategi organiz perform technolog strategi oper manag project portfolio manag valu chain busi leadership-and-manag

engin project manag initi and planningadvancedth goal of the cours is to give you the tool to initi a project plan manag both stakehold and relationship organ their team develop a project charter and build a busi case for a project. by the end of thi cours you will be abl to - perform a project assess use inform from previou project and lesson learn - identifi key deliver base on busi requir while manag custom expect - perform a stakehold analysi and creat a manag plan - analyz and develop a project organ - creat a project charter - explain the busi case for a project and calcul net present valu - inform stakehold of the charter and ensur all parti know the deliver and expect as part of the cours you will prepar organ chart creat a stakehold regist and write a project charter base on an engin project in a provid case study. the stakehold regist will outlin the key parti to the project their concern and how you will manag their expectations. your project charter will provid the key guidanc your team need to understand the scope requir and purpos for the project. all of thi will posit you for initi and plan your first project and/or understand how you can maxim your contribut on your next project team. rice center for engin leadership is a regist educ provid through the project manag institut pmi�. learner who complet thi cours on the certif track will be award 12 hour of profess develop units. these are recogn by pmi for continu educ or can be appli toward the 35 hour of educ requir for the project manag profession pmp� certification. pmi and pmp are regist mark of the project manag institut inc.analysi plan project manag leadership and manag project plan project plan project charter stakehold analysi leadership project busi leadership-and-manag

use mailchimp to build an e-mail market campaignbeginnerbi the end of thi project you will creat a custom email for a busi market campaign use a free version of mailchimp. you will be abl to creat an interact email complet with a call to action that is profession and engag to your audience. you�ll set up an email campaign as one of sever power digit market campaign tool avail in mailchimp.email email campaign market mailchimp busi market email market account audienc email market campaign digit market busi market

retriev data with multiple-t sql queriesbeginnerin thi cours you will be introduc to two method of write sql queri that retriev data from two or more tables. sinc one of the function of a databas is to store data in an organ format mani databas are made up of multipl tables. often the data output requir from the databas is made up of data from more than one table. for exampl the data that popul a student transcript might come from the student cours and section tables. while the student tabl may provid the student� name the name and number of the cours might come from the cours tabl and the specif grade for that cours may come from yet anoth table. while write sql queri in sqlitestudio you'll learn the sql syntax requir to join tabl togeth as you develop an understand of how the relationship among tabl come into play. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.rel databas data retriev databas transact-sql onlin shop data structur student' t-distribut associ entiti telephon number sql information-technolog data-manag

game develop and esport organizationsbeginnerbefor you can have an esport you must have a video game to play and a game develop to design it. thi cours is dedic to discuss game develop and their relationship with their respect esport. the content will help you recogn the qualiti a video game must have to becom a success esport. we will examin the diagram demonstr the variou competit structur commonli found in esports. esport just like tradit sport have their own profession organizations. these organ strive to becom success busi that win make a profit take care of their profession player and attract a larg audience. we will explor the factor that contribut to an esport organization� success includ brand posit structur the organ and fund sources.sport law evalu order pair ident manag posit market video game develop sport i-dea brand ident audit busi leadership-and-manag

feder & decentr evalu africa' track recordnot calibratedin thi polit scienc cours you will learn about the twin concept of feder and decentralization. you will develop an understand of the core idea that feder and decentr rest on and studi the build block that make them both work. follow a gener overview of both feder and decentr we will examin a number of case-studi from africa where feder and decentr have been chang the continent� polit landscap in the last twenti year coincid with unpreced level of econom growth. what is feder and how is it differ from decentralization? what are the core idea behind these concepts? do feder and decentr enhanc democraci govern and diversity? is that whi virtual all countri south of the sahara are now either feder or decentralized? we will be look at africa' track-record in order to answer these questions. by the end of the cours you will have acquir a gener knowledg of federalism/decentr and addit empir knowledg of a number of african cases. upon complet you will also acquir the abil to unpack and understand a varieti of potenti consequ of federalism/decentr reform in the develop world.deleg resourc dissent author law forget feder reserv system econom causal decentr social-sci governance-and-societi

a brief histori of human spaceflightbeginnerthi cours provid a view of the histori of spaceflight from earli write tell of human' fascin of space through the earli russian and american space stations. develop as an interest and entertain slice of space histori that is access to anyon with an interest in human spaceflighthistori aerospac engin music read process space station probabl densiti function order pair disast portabl document format space station arts-and-human histori

introduct to autom analysisadvancedthi cours introduc state-of-the-art techniqu for autom analysis. autom analysi encompass both approach to automat gener a veri larg number of test to check whether program meet requir and also mean by which it is possibl to *prove* that softwar meet requir and that it is free from certain commonly-occur defect such as divide-by-zero overflow/underflow deadlock race-condit freedom buffer/array overflow uncaught except and sever other commonly-occur bug that can lead to program failur or secur problems. the learner will becom familiar with the fundament theori and applic of such approach and appli a varieti of autom analysi techniqu on exampl programs. after complet thi cours a learner will be abl to - understand the foundat of autom verif random and symbol represent - distinguish the strength and weak of random test symbol analysi static analysi and model check - use a varieti of state-of-the-art static analysi and autom test tool for autom verif - creat execut requir as an oracl suitabl for autom test and symbol analysi - understand how the choic of oracl affect fault-find for autom analysi strategies. - use autom test to achiev full mutat coverag - creat a test plan that util both manually-written test and autom test toward maxim rigor minim effort and time and minim test costs. thi cours is intend for learner interest in understand the principl of autom and the applic of tool for analysi and test of softwar thi knowledg would benefit sever typic role softwar engin softwar engin in test test autom engin devop engin softwar develop programm comput enthusiast. we expect that you have some familiar with the softwar develop life-cycl an understand of the fundament of softwar test similar to what is cover in the introduct to softwar test and black-box and white-box test courses. familiar with an object-ori languag such as java or abil to pick-up java syntax quickli to write and modifi code and willing to use tool and ide are assumed.run time program lifecycl phase regress test softwar test analysi data-flow analysi qa & ux manag static analysi unit test test autom static program analysi computer-sci software-develop

data analyt in account capstoneadvancedthi capston is the last cours in the data analyt in account specialization. in thi capston cours you are go to take the knowledg and skill you have acquir from the previou cours and appli them to a real-world problem. you will be provid with a loan dataset from lend club which is the largest peer-to-p lend platform. you will explor the characterist of the featur in the dataset through statist analysi exploratori data analysi and visualization. you will also creat a machin learn model to predict whether a loan will be fulli paid or not. final you will construct a portfolio with the help of your analysis. the goal is to creat a portfolio that achiev better return than the overal return of all loan on the lend club platform.data analysi qualit data analysi financi account loan origin vensim machin learn servqual account worldmap overfit data-sci data-analysi

divers and inclus in the workplacebeginnerdivers is a fact. it is also paradoxical. we need to be capabl of see and hear differ in order to reap the benefit of diversity. but see and hear differ hone our discrimin reflex and can also lead to discrimination. if you take thi mooc you will 1. understand thi paradox 2. understand it dynam and 3. identifi way to manag it so that you can better channel the divers potenti in the workplac for greater perform and innovation.human resourc cognit bia experi bia divers train percept compens and benefit divers busi categor train busi leadership-and-manag

be a research (in inform scienc and technology)advancedth cours provid a broad view of how to becom and progress as a researcher. it span over a wide rang of topic from the histor develop of scientif thought to research methodolog to the pragmat of public research fund evalu and promot in a researcher� career. it also stress the ethic aspect of research. although the cours speak about scientif research in gener it especi focus on the field on inform and commun scienc and technology. the cours is mainli direct to student engag in research and begin researchers. it may also be of interest for senior research in their role as supervisor or mentor and to all those who are interest in how scientif research works. the main topic address in the cours are - research it histor develop and it role in society; - research methodology; - the product of research public and artifacts; - the profession research role and career progress; - research evalu from peer review to bibliometrics; - research ethics.laboratori research physic window blind physic experi pharmaci medic laboratori pharmacolog scientif analysi research method robot physical-science-and-engin research-method

intern organ managementintermediatethi cours provid an introduct to intern organ and the unit nation and explor how busi and manag tool can be appli in these set to achiev better more effect results. with a focu on cross-sector partnership in a chang world the cours offer you insight into the inner work of intern organ and the challeng they face today. it will introduc you to effect state-of-th art manag tool and principl to help you lead chang in thi world � taught by senior staff of intern organ themselves. thi is an introductori cours offer by the intern organ mba io-mba of the univers of geneva an execut program for change-mak in intern organ ngo and social ventures.commun collabor partnership collabor brand market strategi partnership leadership and manag leadership plan busi leadership-and-manag

begin sql serverbeginnerin thi 1-hour long project-bas cours you will learn how to perform core job-rel task within the sql server manag studio ssm environment. you will use the tool in ssm to automat gener queri manag secur permiss creat depend script and creat and backup a database. you will get hands-on practic perform these task use real data in a sql server database.backup sql server manag studio microsoft sql server project tabl databas sql server sql leadership and manag databas switch information-technolog data-manag

get start with googl kubernet engineconversantthi one-week acceler onlin class equip student to container workload in docker contain deploy them to kubernet cluster provid by googl kubernet engin and scale those workload to handl increas traffic. student also learn how to continu deploy new code in a kubernet cluster to provid applic updates. at the end of the cours you will be abl to � understand contain basic � container an exist applic � understand kubernet concept and principl � deploy applic to kubernet use the cli � set up a continu deliveri pipelin use jenkin � locat more document and training. to get the most of out of thi cours learner should have basic profici with command-lin tool and linux oper system environ as well as web server technolog such as nginx. we also recommend system oper experi includ deploy and manag applic either on-premis or in a public cloud environment. note thi is an abbrevi overview of kubernetes. for the full kubernet content see the architect with googl kubernet engin special or start with the architect with googl kubernet engin foundat course. >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<jenkin softwar softwar continu deliveri googl cloud platform spinnak cloud comput kubernet cloud platform deploy environ continu integr information-technolog cloud-comput

creat a space shooter game with scratch studiobeginnerin thi 2-hour long project-bas cours you will creat a space shooter game use scratch studio. you will learn the user interfac item of the scratch studio; how to creat move clone and collid game objects; how to configur their sound and visual effects; and how to commun messag between game elements. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.video game clone comput graphic adult educ clone user interfac interfac english languag visual effect project commun computer-sci software-develop

european busi law understand the fundamentalsintermediateth european union is one of the world� largest and most import economies. thi five week cours is the first in a seri of three that will provid student with an insight into european busi law. the seri rang from consid the basic structur and principl of the european union to focus on variou special area of law. each cours will give the student an understand of the law and polici that regul the intern market of european union as well as relev case law and use input from lead practition in the field. at the end of thi cours seri you will have a basic understand of how to �\tnavig eu legal sourc �\tunderstand relev law and regul govern the intern european union market �\tappli the fundament principl of eu law within the eu legal framework �\tutil the rule of freedom of movement and their impact on trade in the eu �\trelat eu law with nation law �\tunderstand eu polici and their influenc on foreign trade and invest about the seri in the first cours understand the fundament we will examin the core structur and principl of the european union as well as the main sourc of law. in the second cours do busi in europ we will focu on the main law that regul variou aspect of establish and run a busi within the european union. in the final cours compet in europ we will go into more depth about how to compet on the intern market and protect your brand product or invention. to keep up to speed on the cours seri visit our facebook page at https//www.facebook.com/eblmooc/ syllabu and format each cours consist of a number of modul where one modul repres about one week of work. a modul includ a number of lectur and read and finish with a voluntari assess � a quiz a small peer grade assign or a case law review. the assess are intend to encourag learn and ensur that you understand the materi of the course. particip in forum discuss is voluntary. cours i - understand the fundament modul 1.\tintroduct to eu law modul 2.\tlegal method and sourc modul 3.\tconstitut freedom and fundament principl modul 4.\tfreedom of movement modul 5.\tthe extern dimens cours ii - do busi in europ modul 1. \tmake busi transact modul 2. \testablish a compani modul 3. \temploy and work in europ modul 4. \tpay tax and compli with environment standard modul 5. \tcase clinic modul 6. \tresolv cross-bord disput cours iii - compet in europ modul 1. \ttrademark as essenti asset modul 2. \tdefend patent modul 3. \tcompetit illeg agreement modul 4. \tcompetit abus of domin and merger modul 5. \tadvocaci and legal write modul 6. \tsell to the state and state aid lund univers lund univers wa found in 1666 and ha for a number of year been rank among the world� top 100 universities. the univers ha 47 700 student and 7 500 staff base in lund sweden. lund univers unit tradit with a modern dynam and highli intern profile. with eight differ faculti and numer research center and special institut lund is the strongest research univers in sweden and one of scandinavia' largest institut for educ and research. the univers annual attract a larg number of intern student and offer a wide rang of cours and programm taught in english. the faulti of law is one of lund university� four origin faculti date back to 1666. it is a modern faculti with an intern profil welcom both intern and swedish students. educ research and interact with the surround commun are the main focu of the faculty� work. the connect between the three is particularli appar in the programm and cours offer by the univers includ the university� mooc cours in european busi law. the student get the chanc to engross themselv in tradit legal studi while interact with both research and profession activ lawyer with qualif and experi from variou area of law. the faculti offer three intern master two 2-year master� programm in intern human right law and european busi law and a 1-year master� in european and intern tax law. student from around 40 countri take part in the programm which offer a uniqu subject special within each field with highli qualifi research and profession legal practition engag in the teaching. the master� programm in european busi law provid an in-depth understand of both the practic and the theoret aspect of busi law within the european union. the programm provid both gener and specif knowledg of the european union legal framework which is necessari for student intend to work as legal advisor or busi decision-makers. the programm is deliv in english and is open to student with at least a three year degre in law bachelor ll.b or equival who want to specialis in european econom and busi law. the mooc cours in european busi law is a great cours to start with for student intend to appli for the master� programm in european busi law. even though the mooc cours doe not grant credit previou knowledg of the subject is consid upon admiss to the master� programme. for more inform about the master� programm in european busi law see https//www.law.lu.se/#!mebregulatori affair corpor law legal research busi law law foreign polici databas legal databas tax law principl busi business-essenti

introduct to psychologybeginnerwhat are peopl most afraid of? what do our dream mean? are we natural-born racists? what make us happy? what are the caus and cure of mental illness? thi cours tri to answer these question and mani other provid a comprehens overview of the scientif studi of thought and behavior. it explor topic such as percept commun learn memori decision-mak persuas emot and social behavior. we will look at how these aspect of the mind develop in children how they differ across peopl how they are wired-up in the brain and how they break down due to ill and injury.human behavior critic think happi child behavior memori psycholog person psycholog social psycholog life-sci psycholog

intern law in action a guid to the intern court and tribun in the hagueintermediateintern law in action explain the function of each intern court and tribun present in the hagu and it look at how these institut address contemporari problems. on the basi of select case and through interview with judg and lawyer you will explor the role of these court and tribun and their potenti to contribut to global justice. the first modul of the cours will investig how judici settlement is differ from other more polit form of disput settlement such as negoti and mediation. it offer a brief histor overview and introduc the judici and arbitr bodi base in the hague. in the remain modul you will learn about the function of these court and tribun and some of the challeng and prospect that they face. three cross-cut theme tie togeth all of these modul i the interact between law and politics; ii the continu role of state consent; and iii the abil of intern court and tribun to protect the public interest and global values. thi cours offer you an opportun to gain a better insight into the function and featur of the court and tribun present in the hague. you will gain a familiar with each court or tribunal. you will develop realist expect of their capac to address contemporari problem and an awar of their limitations. you will also be abl to discuss some of their most promin cases. if you would like to have a better understand of intern law in action in the hagu thi is definit the cours for you! thi cours is free to join and to particip in. there is the possibl to get a verifi certif for the cours which is a paid option. if you want a certif but are unabl to pay for it you can request financi aid via courseraleg write crimin justic intern law law util legal research process justic analysi arbitr social-sci law

human right for open societiesintermediatehuman right are under pressur in mani place across the globe. peac protest are violent quashed. vote is tamper with. and minor are often exclud from decision-making. all of thi threaten the ideal of an open societi in which each of us can be free and particip equally. a solid protect of human right is need for an open societi to exist and to flourish. but it is often an uphil battl to work toward that ideal. equip yourself and learn more about what human right are and how they work. in thi cours we will introduc you to one of the world� most intric human right system the european convent on human rights. you will see when and how peopl can turn to the european court of human right to complain about human right violations. you will learn how the court tri to solv mani of the difficult human right dilemma of today. we will look amongst other thing at the freedom of express and demonstr the right to vote and the prohibit of discrimination. and we will address the right of migrant refuge and other vulner groups. and of cours we will see whether it is possibl to restrict right and if so under what conditions. you will even encount watchdog and ice cream in thi course. we invit you to follow us on a journey of discoveri into the european convention!thought law news reason principl discrimin polit scienc vote intern relat histori social-sci law

modern robot cours 2 robot kinematicsintermediatedo you want to know how robot work? are you interest in robot as a career? are you will to invest the effort to learn fundament mathemat model techniqu that are use in all subfield of robotics? if so then the "modern robot mechan plan and control" special may be for you. thi special consist of six short cours is seriou prepar for seriou student who hope to work in the field of robot or to undertak advanc study. it is not a sampler. in cours 2 of the special robot kinemat you will learn to solv the forward kinemat calcul the configur of the "hand" of the robot base on the joint valu use the product-of-exponenti formula. your effort in cours 1 pay off handsom as forward kinemat is a breez with the tool you'v learned. thi is follow by veloc kinemat and static relat joint veloc and forces/torqu to end-effector twist and wrench invers kinemat calcul joint valu that achiev a desir "hand" configur and kinemat of robot with close chains. thi cours follow the textbook "modern robot mechan plan and control" lynch and park cambridg univers press 2017. you can purchas the book or use the free preprint pdf. you will build on a librari of robot softwar in the languag of your choic among python mathematica and matlab and use the free cross-platform robot simul v-rep which allow you to work with state-of-the-art robot in the comfort of your own home and with zero financi investment.robot linear equat forward kinemat least squar torqu frame numer analysi calibr invers kinemat measur physical-science-and-engin mechanical-engin

heritag under threatintermediatein thi cours you will learn to articul your own concept about threaten heritag and that of others. what is your heritage? who defin heritage? whi is heritag under threat? how can we protect heritage? ww1 ww2 cold war polit and contemporari conflict as well as continu polit and socio-econom inequ and coloni past are all factor play a role in the global heritag discuss and approach to or lack of valor and protect of heritage. henc issu behind destruct or threat to heritag are relat to complex issu often connect to complex landscap of war the war-on-terror fundament migrat global warm financi crise inequ and divers interest of local communities. thi cours sponsor by the lde centr for global heritag and develop and the honour academi of leiden univers and the netherland commiss for unesco gave it support to one of the section of the mooc will explor these issues. we wish to engag global commun and widen the perspect on threaten heritage. you can help us with this.ethnoarchaeolog law intern law threat .properti art histori pride museolog human learn risk arts-and-human histori

build a firebas android applic (part ii)advancedthi 1.5 hour project-bas cours is a continu of the class build a firebas android applic part i. in thi class you will learn about googl firebas user authent and how to use secur rule to enforc data integr and control user access. thi class requir basic to intermedi to advanc experi in android applic develop in java and basic firebas develop as prerequisites. a free googl and a free appetize.io account are also requir to particip in thi class.secur data structur cloud comput secur android develop applic develop c dynam memori alloc login data integr continu authent information-technolog cloud-comput

interest rate modelsadvancedthi cours give you an easi introduct to interest rate and relat contracts. these includ the libor bond forward rate agreement swap interest rate futur cap floor and swaptions. we will learn how to appli the basic tool durat and convex for manag the interest rate risk of a bond portfolio. we will gain practic in estim the term structur from market data. we will learn the basic fact from stochast calculu that will enabl you to engin a larg varieti of stochast interest rate models. in thi context we will also review the arbitrag price theorem that provid the foundat for price financi derivatives. we will also cover the industri standard black and bacheli formula for price cap floor and swaptions. at the end of thi cours you will know how to calibr an interest rate model to market data and how to price interest rate derivatives.libor stochast calculu valuat of option interest interest rate swap brownian motion interest rate forward price money market price busi financ

creat a googl ad display campaignbeginnerin thi 1-hour long project-bas cours you will learn how to creat a googl ad display campaign by set up googl ad creat a strategi and goal defin the target option by content and audienc creat respons display ads. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.market strategi brand brand awar technolog strategi display devic account display campaign advertis campaign strategi audienc busi market

health system develop introduct to health systemsintermediatethi special is intend for peopl interest in health system and how they function. particip will learn about the global health system landscap and the challeng and opportun to achiev better health outcomes. thi specialis is divid into three cours which are offer as massiv onlin open access cours cours 1-3 and a fourth cours which is offer as part of the onlin mph degre capstone. the health system develop specialis is gear toward learner who have no prior knowledg of health system or those who are start to explor thi area of study. overal session in thi specialis span 16 week with approxim 96 hour of view learn materi per week. form assess in the form of quizz and activ are incorpor throughout the week to help learner gaug their level of depth of understand and to prepar them for their summ assessments. particip will have the opportun to explor a rang of area within health systems. the first cours will introduc the main build block of health system and shed some light on key compon of well-funct health system includ how health system perform is assessed. in cours two student will learn how to conduct a health impact assess and how to assess the impact of polici plan and project as well as how that support decision-mak make choic regard altern and improv to prevent diseas or injuri and to activ promot health. the third cours explor human resourc for health and servic delivery. in thi cours student will learn about and analys countri experi in transform health servic deliveri and intervent and to address human resourc for health challeng at a global level. by the end of thi specialis learner should be abl to identifi key compon of and critic compar differ health systems; analys countri experi in transform services; and appli theoret framework for assess the health impact of polici plan and projects.health system pharmaceut scienc precis medicin antibiot resist sustain rel chang and differ evalu financ system think perform life-sci public-health

geospati and environment analysisintermediateappli your gi knowledg in thi cours on geospati analysi focus on analysi tool 3d data work with raster project and environ variables. through all four week of thi cours we'll work through a project togeth - someth uniqu to thi cours - from project concept through data retriev initi data manag and process and final to our analysi products. in thi class you will learn the fundament of geospati and environment analysi dure four week-long modul week 1 tour arctoolbox and learn how to use common geospati analysi tool built into arcgi week 2 gain a work understand of raster data model symbol reproject overlay and assess rasters. take a detour into 3d data model and interpol of observ into 3d surfac and raster week 3 go in-depth on project and coordin system which are foundat to all gis. learn how to use environ variabl to constrain your analys and get better qualiti data products. week 4 expand your knowledg of symbology. learn how to visual display your data by classifi it in logic group and then symbol it on your map. take geospati and environment analysi as a standalon cours or as part of the geograph inform system gi specialization. you should have equival experi to complet the first and second cours in thi special "fundament of gis" and "gi data format design and quality" befor take thi course. by complet thi third class in the special you will gain the skill need to succeed in the full program.arcgi land use agricultur tool develop qgi geospati analysi geograph inform system analysi cartographi local elev physical-science-and-engin environmental-science-and-sustain

introduct to econom theoriesintermediatewond whi economist have not predict seriou financi crises? shock by econom assumpt of human behavior as self-cent and focus onli on what can be measured? ask yourself if there are no sensibl econom altern to free markets? then you are at the right place to learn economics! thi is the first onlin cours that teach econom from a pluralist perspective. econom plural mean that a plural of theoret and methodolog viewpoint is regard as valuabl in itself and is simpli the best way in which econom can make progress in understand the world. thi mooc will illustr econom plural not onli in substanc but also in form. you will see not onli me a professor of econom but also a pop-up prof of our busi school who illustr the actor perspect of firm govern and civil society. and you will meet an onlin student base in greec who will help you through the tutori video in which i will explain key concept tool and techniques. i will not limit myself to the domin theori as almost everi other cours does. instead i will introduc you to four veri differ econom theori for the whole set of standard topic in microeconom and macroeconomics. the theori are present everi time from broad and more interdisciplinari to narrow and more mathematical. the four theori that i like to introduc you to are social econom institut econom post keynesian econom and at the veri end of each topic neoclass econom for the special case of ideal function markets. but not everyth is differ in thi course. like everi econom cours it includ number diagram tabl equat and some calculations. whi would you go through the effort of learn the basic of four theori instead of one? becaus it will help you to see whi mani economist cannot predict crise wherea other can see signal but are often not be listen to becaus they do not belong to the domin school of thought. it will also enabl you to see that it is just one theori claim econom agent to be self-cent and focus on the measur only. other econom theori go well beyond these limitations. and final the pluralist approach will provid you with polici altern to neoliberalist polici promot free markets. the object of thi cours is twofold. first to enabl you to understand differ econom viewpoint link to import tradit in econom thought and basic econom concept belong to these theoret perspectives. second to enabl you to do some basic econom calcul that are import in econom life such as calcul an inflat rate and in econom polici such as estim the rough gain from trade for both trade partner and in econom argument such as in calcul util maxim with given price and budgets. i hope you will enjoy the course!bank inflat microeconom financi market crisi econom margin propens to consum environment econom economi behavior econom social-sci econom

inferenti statisticsadvancedthi cours cover commonli use statist infer method for numer and categor data. you will learn how to set up and perform hypothesi test interpret p-valu and report the result of your analysi in a way that is interpret for client or the public. use numer data exampl you will learn to report estim of quantiti in a way that express the uncertainti of the quantiti of interest. you will be guid through instal and use r and rstudio free statist softwar and will use thi softwar for lab exercis and a final project. the cours introduc practic tool for perform data analysi and explor the fundament concept necessari to interpret and report result for both categor and numer datachi-squar distribut hypothesi test statist hypothesi test hypothesi analysi gener statist statist infer comput program r program infer data-sci probability-and-statist

technolog leadership and entrepreneurshipadvancedth technolog entrepreneurship cours will help student understand what technolog entrepreneurship is and what it featur are. base on the best compet of the cours partner from germani russia and korea the student will not onli be abl to go through all stage of technolog entrepreneurship develop on their own but will also feel the peculiar of the global project develop in accord with nation approaches. the student will consist pass all step from the identif of entrepreneuri perspect the build of innov process in the organ the develop of an innov organ creat strategi for the technolog busi evalu of technolog innov leadership develop and construct commun plan financ and busi model of technolog entrepreneurship. carri out your project will not onli allow you to grow your compet but also make you feel like a real technolog entrepreneur. if you have thought about chang the activ gain entrepreneuri experi becom an entrepreneur if you have an origin innov and want to use it to launch a success busi then come to us on the course! we have creat thi cours togeth with our partner from munich univers of appli scienc germani strascheg center for entrepreneurship germani and korea univers of technolog and educ korea.organiz structur leadership style product develop market econom core compet innov entrepreneurship busi process leadership collabor busi business-strategi

plan givingadvancedin thi comprehens overview of plan give you�ll gain an introduct to the basic terminolog and concept in the field as well as an overview of each plan give vehicle. learn to identifi and assess prospect donor recogn plan give benefit to your donor match a donor� interest and need with the appropri plan give option and structur a success solicitation. you�ll understand the import of administr of plan gift to ensur complianc with polici and fulfil of oblig to the donor. appli your knowledg by develop a multi-step donor strategi and a market strategi work on case studi network and analyz success factors.capit structur accept oper budget fundrais benefit tax deduct tax gift market plan plan busi business-strategi

advanc interview techniquesadvancedpeopl interview for job today often fail becaus they are use yesterday' strategies. recruit technolog ha becom more sophist and the best employ are constantli chang the way interview are done. thi cours give you detail strategi for handl tough competency-bas or behavior interview so that you can commun the knowledg skill and abil that you have and that employ demand. you will be abl to 1. identifi what the hire organ is look for in use behavior interview techniques. 2. list the step in the s.t.a.r. respons strategi and appli the step use reason correct languag to respond to behavior interview questions. 3. use your respons to behavior and competency-bas question to commun your person values. 4. identifi what the hire organ is look for in ask situat and wild-card interview questions. 5. list the step in the p.r.e.p. and 5 w' respons strategi and appli the step use reason correct languag to answer at least one wild-card and two situat interview questions. 6. develop an optim strategi for respond to the weak question base on recogn whi a hire organ ask these questions. 7. demonstr your person strength and matur through your respons to the weak question. 8. correctli appli hedg languag to soften a neg and boost languag to emphas a posit aspect of your profession and/or academ background. 9. ask question to determin how well an organ fit with your person career goal and salari objectives. 10. ask question that commun your compet and strengths. 11. negoti the best job offer and compens packag for yourself. 12. perform success on telephon interviews.quantum inform salari soften speech person imag resolut english languag phone-in negoti interview language-learn learning-english

classic sociolog theorybeginnerthi massiv open onlin cours mooc will offer the particip an introduct into the most import classic sociolog read between the 18th and 20th century. highli influenti social scienc scholar such as karl marx max weber and emil durkheim will be discuss dure 8 sessions. combin with small test base on the video� and recommend read the particip will be encourag to dive deepli into the complex text and get familiar with classic sociolog concept that are still veri relev today.law psycholog verstehen suicid alien philosophi sociolog religion anthropolog critic think social-sci governance-and-societi

linux for developersadvancedin cours 1 we talk about open sourc softwar and the motiv and method of use it. in cours 2 we will introduc you to linux system and help you feel comfort work at the command line what linux is linux histori how to separ the kernel from the entir oper system make contribut to the kernel graphic system and how it work work at the command line filesystem layout partit monitor util you will learn what it� like to work on linux system and get a good understand of the essenti skill you need when you work on a daili basi with linux systems.interfac system monitor network hardwar java annot command-lin interfac boot unix unix shell file shortcut bash unix shell computer-sci software-develop

high level biocontain for healthcar facilitiesbeginnerth goal of thi 4-week cours is to equip learner to safe care for a patient infect with a pathogen requir high-level biocontainment. thi can be accomplish in ani healthcar facil given the correct approach and protocols. pleas copi and past the follow link into a new tab/brows to view the video overview of our course. http//bit.ly/2bpz6cz in thi cours we will 1. discuss the essenti of intak screening. 2. investig pathogen transmiss characterist and the chain of infection. 3. examin patient placement in a facil as well as the engineering/ administr controls. 4. review person protect equip worn by the care providers. 5. evalu wast manag and decontamin protocols. we look forward to explor and learn with you! dr. medcalf and univers of nebraska medic center team thi project wa fund by the nebraska depart of health and human servic divis of public healthinfecti diseas patient infect diseas infect control transport biosafeti biocontain mental health social distanc life-sci public-health

from freedom ride to ferguson narr of nonviol in the american civil right movementbeginnerth modern civil right movement is a signific landmark in unit state history. thi movement wa a struggl for human right directli challeng the nation to extend it democrat principl to african american and all peoples. thi cours shed light on the often overlook strateg plan that support the direct of the event and is told by a voic intim involv in the organ of movement�dr. bernard lafayett jr. topic includ the histori of the campaign the differ coalit and group philosophi and method of nonviol direct action and the contemporari applic of nonviol conflict transformation. the cours host sever guest speaker includ andrew young reverend c.t. vivian henri "hank" thoma and constanc curry. upon complet of thi cours learner will be abl to ? discuss the contribut and involv of civil right activist and leader in the civil right movement crm campaign in the unit states. ? examin the chronolog and phase of the movement and crm campaigns. ? recogn and character the divers activist group involv in the crm. ? discuss martin luther king jr.� philosophi of nonviol from a histor perspective. ? list and defin the principl and strategi of nonviolence. ? examin organiz and social chang applic relat to nonviolence. ? identifi the role of nonviol in modern activ along with addit resourc to broaden knowledg of principl of nonviolence. ? recogn the applic of nonviol theori to activ current issu and everyday life.principl trigonometr integr polit scienc formal organ internation and local civil disobedi univers window platform app strategi phonolog black live matter social-sci governance-and-societi

simul and model of natur processesadvancedthi cours give you an introduct to model method and simul tool for a wide rang of natur phenomena. the differ methodolog that will be present here can be appli to veri wide rang of topic such as fluid motion stellar dynam popul evolut ... thi cours doe not intend to go deepli into ani numer method or process and doe not provid ani recip for the resolut of a particular problem. it is rather a basic guidelin toward differ methodolog that can be appli to solv ani kind of problem and help you pick the one best suit for you. the assign of thi cours will be made as practic as possibl in order to allow you to actual creat from scratch short program that will solv simpl problems. although program will be use extens in thi cours we do not requir ani advanc program experi in order to complet it.model numer analysi agent-bas model cellular automata model and simul comput fluid dynam python program queue theori simul process physical-science-and-engin research-method

trade algorithmsbeginnerthi cours cover two of the seven trade strategi that work in emerg markets. the seven includ strategi base on momentum momentum crash price revers persist of earn qualiti of earn underli busi growth behavior bias and textual analysi of busi report about the company. in the first part of the cours you will learn how to read an academ paper. what part to pay attent to and what part to skim through will be discuss here. for everi strategi first you will be introduc to the origin research and then how to implement the strategy. the first strategi piotroski f -score will be discuss in detail. you will be taught how to calcul the f - score and how to use thi score in a strategy. thi is follow by the next strategi post earn announc drift pead.algorithm trade strategi financ market econom post-earnings-announc drift trade f1 score algorithm disciplin trade strategi busi financ

constitut struggl in the muslim worldbeginnerlearn what motiv the restiv muslim youth from tuni to tehran what polit posit islamist from mali to chechnya are fight for where the seem obsess with islam law come from where the secularist have vanish to and whether it make sens to speak of an islam state. sinc 2009 there ha been a renew wave of popular unrest sweep throughout much of the muslim world. secular but gener repress and ineffici autocraci have come under pressur or been swept asid entirely. at the same the variou islam republ have not fare much better but been convuls by intern unrest econom and social decline. throughout the muslim land exist constitut arrang are be challeng often veri violently. thi cours is a survey of the constitut idea and institut that have develop sinc the mid 19th centuri throughout predominantli muslim countri but it focu will lie on the actor that have domin thi discours and shape it outcomes. we will look at the larg bodi of classic write on the islam state onli in so far as it is necessari to understand the contemporari debat but concentr on the legal and polit develop of the 20th and 21st centuries. three common theme will characteris the course� we privileg the studi of the legal and social realiti and seek to highlight where it is at odd with dogmat stipul be they religi or constitutional.� we seek to illustr the practic tension pose by limit administr capabl and polit legitimaci that result from the incomplet recept of modern bureaucrat statehood.� we seek to examin how popular dissatisfact with the practic perform of muslim govern ha fuell demand for greater account under the guis of cultur authenticity.� ultim the cours aim to equip particip to better understand muslim contemporari discours about the re publica better contextualis the demand for religi law in public life and to better ascertain the theoret and practic feasibl of postul religi altern to the still-domin secular model of governance.law intern law religion islam bank and financ reason india economi histori militari middl east social-sci law

agil project defin epic and map valu with taigabeginnerbi the end of thi guid project you will be fluent in identifi and creat epic for agil project base on previou high-level analys and research data. thi will enabl you to identifi and map the valu and featur requir for new product and services. furthermor it is essenti for gener posit result for your busi venture. thi guid project is design to engag and har your visionari and exploratori abilities. you will use proven model in agil project manag with taiga to shape the develop roadmap of product and services. we will practic critic link our stori to themat element and stage of the custom journey with the propos product and service.map project manag present product develop custom experi agil manag web design leadership and manag project cost benefit analysi busi business-strategi

advanc trade algorithmsbeginnerthi cours will provid back test result for all the strategi in develop and emerg markets. the learner will also be taught scientif way of back test without succumb to either look ahead or surviv bias. you will learn variou method of build a robust back test system for the strategi discuss in the previou course. you will be taught how to differenti between mere data mine and result base on solid empir or theoret foundation. next you will learn the way and mean of back test the result and subject the back test result to stress tests. after which you will learn the variou way in which transact cost and other friction could be incorpor in the back test algorithm. final you will learn techniqu for measur a strategies' perform and the concept of risk adjust return. you will use some of the famou measur for risk adjust return such as sharp ratio treynor' ratio and jenson' alpha. you will see how to pick an appropri benchmark for a propos fund.strategi foreign exchang market trade algorithm stock trade strategi valuat of option algorithm trade accrual stock market busi financ

web design wirefram to prototypesadvancedthi cours is focus on the applic of the earli ux research to actual user interfac the creation of wirefram high-fidel mockup and clickabl prototypes. along the way we will also discuss - respons web design and mobil web challeng - mobile-first approach - web typographi - the relationship between design and program and whether it is import to know how to code - the differ web technolog that make the web work such as html css javascript server-sid code and databases. thi cours is the continu of the cours web design strategi and inform architectur in which student complet the first half of a larg scale project�develop a comprehens plan for a complex website. if you are intend to complet the assign in thi cours to earn a certif you must complet the strategi and inform architectur cours first so you have the materi and data need to begin creat wirefram and mockup in thi course. thi is the fourth and last cours in the ui/ux design special which bring a design-centr approach to user interfac ui and user experi ux design and offer practic skill-bas instruct center around a visual commun perspect rather than on one focus on market or program alone. these cours are ideal for anyon with some experi in graphic or visual design and who would like to build their skill set in ui or ux for app and web design. it would also be ideal for anyon with experi in front- or back-end web develop or human-comput interact and want to sharpen their visual design and analysi skill for ui or ux.us interfac design pattern java annot websit wirefram user experi experi web interfac user interfac design web design arts-and-human music-and-art

manag network securityadvancedalmost everi organ use comput network to share their inform and to support their busi operations. when we allow network access to data it is expos to threat from insid and outsid of the organization. thi cours examin the threat associ with use intern and extern network and how to manag the protect of inform when it� access via networks. in thi cours a learner will be abl to ?\t describ the threat to data from inform commun technolog ict ?\t identifi the issu and practic associ with manag network secur ?\t identifi the practic tool and methodolog associ with assess network secur ?\t describ the compon of an effect network secur programwireless cisco microarchitectur web network secur crime privaci internet cryptographi secur information-technolog secur

introduct to mongodbadvancedthi cours will get you up and run with mongodb quickli and teach you how to leverag it power for data analytics. we'll start by master the fundament of mongodb includ mongodb� document data model import data into a cluster work with our crud api and aggreg framework. these topic will be taught through a demo applic which will give you a great first encount of how simpl and practic it can be to build applic with mongodb. in addit to these essenti topic you will also learn and work with use mongodb tool and services. you will work with atla mongodb' databas as a servic mongodb compass a schema visual tool as well as mani other use command-lin utilities.flask oper system comput program nosql databas web applic mongodb matplotlib python program spring framework information-technolog data-manag

profession skill for intern businessadvancedthi cours provid insight into the key profession skill need by manag at all level of an organisation. you�ll learn key skill such as how to make a posit first impression; how to becom a role model at work; effect time and resourc management; and networking. thi cours form part of a specialis from the univers of london design to help you develop and build the essenti busi academ and cultur skill necessari to succeed in intern busi or in further study. if complet success your certif from thi specialis can also be use as part of the applic process for the univers of london global mba programm particularli for earli career applicants. if you would like more inform about the global mba pleas visit https//mba.london.ac.uk/. thi cours is endors by cmitim manag person brand person advertis social network busi commun leadership and manag deleg commun leadership profession network busi business-essenti

fundament of digit imag and video processingconversantin thi class you will learn the basic principl and tool use to process imag and video and how to appli them in solv practic problem of commerci and scientif interests. digit imag and video are everywher these day � in thousand of scientif e.g. astronom bio-med consum industri and artist applications. moreov they come in a wide rang of the electromagnet spectrum - from visibl light and infrar to gamma ray and beyond. the abil to process imag and video signal is therefor an incred import skill to master for engineering/sci student softwar develop and practic scientists. digit imag and video process continu to enabl the multimedia technolog revolut we are experienc today. some import exampl of imag and video process includ the remov of degrad imag suffer dure acquisit e.g. remov blur from a pictur of a fast move car and the compress and transmiss of imag and video if you watch video onlin or share photo via a social media websit you use thi everyday! for econom storag and effici transmission. thi cours will cover the fundament of imag and video processing. we will provid a mathemat framework to describ and analyz imag and video as two- and three-dimension signal in the spatial spatio-tempor and frequenc domains. in thi class not onli will you learn the theori behind fundament process task includ image/video enhanc recoveri and compress - but you will also learn how to perform these key process task in practic use state-of-the-art techniqu and tools. we will introduc and use a wide varieti of such tool � from optim toolbox to statist techniques. emphasi on the special role sparsiti play in modern imag and video process will also be given. in all case exampl imag and video pertain to specif applic domain will be utilized.imag segment digit imag analysi imag compress digit imag process imag restor signal process matlab imag process video compress physical-science-and-engin electrical-engin

techniqu of design-ori analysisadvancedthi cours can also be taken for academ credit as ecea 5706 part of cu boulder� master of scienc in electr engin degree. thi is cours #2 in the model and control of power electron cours sequence. the cours is focus on techniqu of design-ori analysi that allow you to quickli gain insight into model of switch power convert and to translat these insight into practic convert designs. the design-ori techniqu cover are the extra element theorem and the n-extra element theorem n-eet. through practic exampl it is shown how the eet can be use to simplifi circuit analysi to examin the effect of initi unmodel compon and to design damp of convert such as sepic and cuk to achiev high-perform closed-loop controls. the n-eet will allow you to perform circuit analysi and to deriv circuit respons with minimum algebra. model and design exampl are support by design-ori matlab script and spice simulations. after complet of thi cours the student will gain analyt skill applic to the design of high-perform closed-loop control switch power converters. we strongli recommend student complet the cu boulder power electron special as well as cours #1 averaged-switch model and simul befor enrol in thi cours the cours number provid below are for student in the cu boulder' ms-ee program ? introduct to power electron ecea 5700 ? convert circuit ecea 5701 ? convert control ecea 5702 ? averaged-switch model and simul ecea 5705 after complet thi cours you will be abl to ? understand statement and deriv of the extra element theorem ? appli the extra element theorem to convert analysi and design problem ? understand the statement of the n-extra element theorem ? appli the n-extra element theorem to convert analysi and design problem ? appli techniqu of design-ori analysi to analysi design and simul of switch convertersmateri spice steel connect design power electron euler' totient function homework electron circuit simul analysi electron matlab physical-science-and-engin electrical-engin

intro to digit manufactur with autodesk fusion 360beginnerth manufactur industri is make a digit transform allow compani to custom product through advanc in machin learn sustain design gener design and collabor with integr design and manufactur processes. thi cours introduc innov in cad and digit manufactur speak to the rapid chang take place that are forev transform the futur of making. thi cours will also explor foundat concept behind autodesk� fusion 360� cad/cam. fusion 360 is a cloud-bas cad/cam tool for collabor product develop that combin industri design mechan engin and machin tool program into one softwar solution. through a seri of lectur and hands-on exercis thi cours provid the core philosophi behind the software. by understand how design are both made and assembl you'll learn to creat better design from the start. after complet thi cours you will be abl to � summar an understand of digit manufactur principl of sustain design and manufactur processes. � explain and discuss how trend such as gener design and machin learn are influenc innov and how thing are made. � demonstr knowledg and skill in foundat concept of fusion 360 cad/cam software. � practic design collabor and file manag best practic use fusion 360 cloud-bas featuresmechan design process 3d model sustain design autodesk sustain manufactur process computer-aid design gener design manufactur process manag physical-science-and-engin mechanical-engin

chines polit part 1 � china and polit scienceintermediatethi cours offer a conceptu framework for understand china that highlight the intersect of polit and economics. it show that rather than develop into a full blown market economi state and parti offici at all level of the polit system maintain signific influenc in econom development. such a �political� economi ha had both posit and neg outcom which we will assess in detail. we also look at the origin view background and relat among leader and how those leader make decis about public polici and tri to get those decis implement down through the system. china ha few formal institut through which citizen can particip in polit but we will studi the strategi chines peopl use to tri to influenc their leaders� decisions. final we assess china� futur and whether rapid econom develop and the emerg of a vibrant middl class will push china toward greater democraci or whether the singl parti system is like to surviv into the future. the cours is a quit use background for chines polit part 2 � china and the world. cours overview video https//youtu.be/7fpnl67ebe4intern relat econom foreign direct invest economi s-box leadership order pair trade thought chines languag social-sci governance-and-societi

machin learn foundat a case studi approachconversantdo you have data and wonder what it can tell you? do you need a deeper understand of the core way in which machin learn can improv your business? do you want to be abl to convers with specialist about anyth from regress and classif to deep learn and recommend systems? in thi cours you will get hands-on experi with machin learn from a seri of practic case-studies. at the end of the first cours you will have studi how to predict hous price base on house-level featur analyz sentiment from user review retriev document of interest recommend product and search for images. through hands-on practic with these use case you will be abl to appli machin learn method in a wide rang of domains. thi first cours treat the machin learn method as a black box. use thi abstract you will focu on understand task of interest match these task to machin learn tool and assess the qualiti of the output. in subsequ cours you will delv into the compon of thi black box by examin model and algorithms. togeth these piec form the machin learn pipelin which you will use in develop intellig applications. learn outcom by the end of thi cours you will be abl to -identifi potenti applic of machin learn in practice. -describ the core differ in analys enabl by regress classif and clustering. -select the appropri machin learn task for a potenti application. -appli regress classif cluster retriev recommend system and deep learning. -repres your data as featur to serv as input to machin learn models. -assess the model qualiti in term of relev error metric for each task. -util a dataset to fit a model to analyz new data. -build an end-to-end applic that use machin learn at it core. -implement these techniqu in python.human learn regress machin learn graphlab statist classif linear algorithm comput program python program analysi data-sci machine-learn

aw publish a nodej websit from scratchbeginnerin thi project-bas cours you will learn how to launch your own server at amazon aw lightsail configur your own ssh client and upload file to the server. then you will learn how to modifi the server to access it privately. further you will learn how to chang the server configur to have a simpl nodej game with both a backend and frontend start automat and it content serv through the apach webserver. note to avoid distract for setup dure the cours we would recommend that you creat an amazon aw account beforehand.react web framework download ip address project mine english languag web project node.j upload javascript information-technolog cloud-comput

drive busi toward the sustain develop goalsintermediateextrem weather event war famin and environment destruct are just a few of the wick problem face by humanity. that� whi in 2015 the unit nation adopt the 2030 agenda for sustain development. thi agenda includ 17 sustain develop goal sdg that target the big challeng such as how to elimin poverti how to protect the environ and how to bring about peace. everi member state commit to achiev these goal by 2030. what can busi do to counter climat chang and creat a sustain busi culture? whi is thi relev for busi anyway? explor how busi can contribut to a better futur for peopl and the planet without give up profits. thi cours ha been develop by rotterdam school of manag at erasmu univers rsm. it focus on the role of busi in achiev the sdgs. you will gain insight from leader of intern compani and academ in busi and manag who will guid you through the issu of how busi can contribut to the sdgs. the cours receiv a 'mooc award of excellence' by the sustain develop solut network and the sdg academi in septemb 2019 https//www.unsdsn.org/2019-sdsn-awards-of-excellence-winners-announc after complet thi cours you will �\tknow what the sdg are whi they are import and how each individu can be an agent for posit chang in the world; �\tunderstand the role of busi in the transit to sustain develop to creat a prosper futur for all; �\tbe abl to identifi interconnected of the sdg and the challeng behind solv them; �\tknow how manag insight can contribut to the sdgs; �\tbe abl to evalu the effect of current busi strategi in contribut to the sdgs; �\tdevelop a posit critic awar and courag attitud toward the sdgs. the cours consist of seven unit each focus on sever aspect of sustain develop and take one week to complete. you will studi by watch video read literatur and by engag in other activ such as weekli challenges. assign will consist of quizz discuss with your fellow student and challeng to implement in your daili life. are you readi to find out how you can be an agent for posit change? regist now!system think entrepreneurship sustain consumpt thought carbon footprint partnership sustain social entrepreneurship innov sustain busi busi business-essenti

googl cloud platform fundament core infrastructureconversantthi cours introduc you to import concept and terminolog for work with googl cloud platform gcp. you learn about and compar mani of the comput and storag servic avail in googl cloud platform includ googl app engin googl comput engin googl kubernet engin googl cloud storag googl cloud sql and bigquery. you learn about import resourc and polici manag tool such as the googl cloud resourc manag hierarchi and googl cloud ident and access management. hands-on lab give you foundat skill for work with gcp. note �googl servic are current unavail in china. new! certif complet challeng to unlock benefit from coursera and googl cloud enrol and complet cloud engin with googl cloud or cloud architectur with googl cloud profession certif or data engin with googl cloud profession certif befor novemb 8 2020 to receiv the follow benefits; => googl cloud t-shirt for the first 1 000 elig learner to complete. while suppli last. > exclus access to big => interview $950 valu and career coach => 30 day free access to qwiklab $50 valu to earn googl cloud recogn skill badg by complet challeng questsgoogl cloud platform big data cloud infrastructur googl storag cloud storag bigqueri cloud platform kubernet cloud comput googl app engin information-technolog cloud-comput

virtual teacher final projectbeginnerth final project will be a hands-on comprehens project that practition of virtual educ can implement in their profession. for thi final project learner will draft a design plan for an onlin learn modul util materi learn from the virtual teacher series. learner will choos the subject matter method of deliveri tool instruct strategi and assess with the goal of creat a modul of onlin or blend instruct that meet the need of their students. learner do not have to creat develop or teach the onlin learn modul they design. upon complet thi cours you will be abl to 1. design a fulli onlin or blend instruct modul 2. appli theori and/or strategi of effect onlin instructionhuman learn teach time manag project gratitud educ gift peer review educ practic teach method social-sci educ

cybersecur and it ten domainsconversantthi cours is design to introduc student work profession and the commun to the excit field of cybersecurity. throughout the mooc particip will engag in commun discours and onlin interaction. particip will gain knowledg and understand of cybersecur and it domains. they will engag with expertli produc video gain insight from industri expert particip in knowledg assess practic assess their environment awar and gain access to materi that address govern and risk manag complianc busi continu and disast recoveri cryptographi softwar develop secur access control network secur secur architectur secur oper and physic and environment security. learn will be assess use strategi align to knowledg and understanding. you do not need prior experi in it secur to do well in thi course. all you need is a willing to learn. we will point you to relev open and free resourc to assist you. at the end of thi cours you will have the option of appli for undergradu level cours credit at kennesaw state univers depend on admiss to kennesaw state univers as a degre seek or a non-degre seek student. more inform is avail in final modul "receiv cours undergradu credit at kennesaw state university".cyber-secur regul cryptographi access control inform secur busi continu secur plan network secur leadership and manag encrypt computer-sci computer-security-and-network

women in environment biologybeginnerhav you ever wonder how human relat to other live be and what do you need to know to be abl to understand current environment problems? do you know that mani of these research and knowledg have been describ by women? thi cours give answer to these question and it is address to anyon interest in the relationship between human and other live be as well as all those concern about the global chang situat that the planet is suffering. we will learn key concept of environment biolog what doe the word biodivers mean what are the main type of live organ that exist on the earth and the import of these for human beings. we will also learn that the gender perspect play a key role in how we understand the world and in how scienc and in particular environment biolog progress. what is thi cours use for? in the current context of global chang of the planet sustain is a key and transvers concept in mani aspect of our life educ polit legisl etc ... know to appreci the import of our relationship with the natur environ will facilit to work on issu relat to sustain with a solid knowledg base on evidence. on the other hand there is grow evid that the gender perspect is a key element in the transform of mani environment problem on the planet. thi cours ha been design and develop by a team of women research appli the gender perspect in the content and structur of the course. in addit with thi cours you will discov mani other women who throughout histori have made key contribut to environment biolog and that will sure allow you to start stretch the thread to know more of them.botani environment biolog zoolog biodivers interact biolog social justic agricultur ecolog environment educ life-sci basic-sci

high-impact busi writingintermediateeffect write is a power tool in the busi environment. learn how to articul your thought in a clear and concis manner that will allow your idea to be better understood by your readers. improv your busi write skill by learn to select and use appropri format for your audienc use the correct medium and adjust your write style accordingli as well as identifi your object and commun it clearly. you'll also learn to spot correct and avoid the most common write pitfal and gain valuabl experi analyz write and revis a wide spectrum of busi documents. from a simpl interoffic memo to a twenty-pag busi propos learn how to put good busi write to work for you. upon complet thi cours you will be abl to 1. write effect busi commun includ bad news good news persuas write present email memo busi report and press releas 2. learn how to edit and proofread busi document 3. learn how to write for a global marketgrammar english languag document commun busi write email write report write write busi commun email busi business-essenti

version control with gitintermediateth version control with git cours provid you with a solid hands-on foundat for understand the git version control system. git is open sourc softwar origin creat by linu torvalds. git manag team file for larg and small projects. thi allow the team to continu improv it product. it is use by most major technolog compani and is assum knowledg for mani modern program and it jobs. it is a core compon of devop continu deliveri pipelin and cloud-n computing. you could also use git to manag the mani continu improv revis of that book that you are writing. in thi cours you will not learn everyth there is to know about git but you will build a strong conceptu understand of the technolog and afterward will be abl to confid dig deeper on ani topic that interest you. thi cours assum no previou knowledg of git but if you do have experi with it you may find thi cours to be both use and challenging. thi is especi true if you current "know just enough git to be dangerous". there are two path in thi course. both reli heavili on hands-on labs. one path assum that you have experi use a command line interfac and the other path use the sourcetre graphic client. if you are not experienc with a command line we highli suggest that you go through the sourcetre path. eventu you might want to go through both path so that you can decid which tool to use for specif tasks. besid repetit is good for learn you can watch the video and take the quizz from your phone if you want but the hands-on lab requir you to have a window or mac computer. if you use the command line path through the cours you can also use linux. thi cours use bitbucket bitbucket.org as the host provid for remot git repositories. bitbucket is free for team of up to 5 peopl includ privat repositories. howev most of the knowledg that you gain in thi cours appli to git itself and you can appli thi knowledg to other host git provid such as github. thi cours tri to be as concis as possible. it will probabl take you about 5-10 hour to go through one of the two path but your mileag may vary.vers control command-lin interfac git softwar bitbucket softwar softwar version github distribut version control version control system merger & acquisit computer-sci software-develop

how to valid your startup ideanot calibratedstart a new busi begin with an idea that need to evolv through experiment iter and interact with people. thi cours is for exist and potenti entrepreneur who are look for guidanc and support to make their �great idea� a reality. in addit to review the basic principl of entrepreneurship thi cours guid you through the process of activ valid your idea in the market. we encourag you to identifi and commun good opportun and to creat and captur valu from these opportunities. by work through the cours and complet the activ you�ll learn how to get feedback that systemat test differ part of your busi idea. you will learn how to do thi through interact with potenti custom supplier partner and investor outsid the course. along the way you will also becom more confid in pitch your idea. by the end of the cours you should have a valid busi idea that you can start right away.r estat invest minimum viabl product financi forecast distribut busi persona user experi lean method i-dea market econom lean startup sale present busi entrepreneurship

innov through design think make break repeatintermediateth evolut of design ha seen it becom a disciplin no longer limit to the concern of a singular specif domain and develop to becom a pathway for solv complex nonlinear problems. design is becom a capability-enhanc skill equip peopl with the abil to deal with uncertainti complex and failure. in thi cours we demonstr how you can use design as a way of think to provid strateg and innov advantag within your profession. suitabl for anyon who is curiou about design and translat the process and tool of design think into innov opportun over 5 week we explor appli and practic the design process think make break and repeat. through introduc theoret concept and examin industri case studi with lead australian design firm we investig design as learn about the context the think part build prototyp as tangibl represent the make part and test potenti solut the break part. we build on thi by show the product valu of move through the process quickli and often the repeat part to improv idea and develop new insights. throughout the cours you will follow us through three of australia� most excit design offic and learn from practic design and leader in design. thi insight into industri will enabl you to develop a comprehens understand of design and the role it can and doe play within the innov landscape. you will leav thi cours with a set of practic tool and techniqu to appli to situat within your own profession context to translat problem into opportun and solut and ultim to innov through design.minimum viabl product innov innov manag thought process entrepreneurship design think agil manag instruct design project manag profession busi entrepreneurship

big data and languag 1beginnerin thi cours student will understand characterist of languag through big data. student will learn how to collect and analyz big data and find linguist featur from the data. a number of approach to the linguist analysi of written and spoken text will be discussed. the class will consist of lectur video which are approxim 1 hour and a quiz for each week. there will be a final project which requir student to conduct research on text data and language.big data natur languag process sql search engin optim corpu linguist machin learn linguist comput linguist rel chang and differ languag language-learn learning-english

the market planadvancedcr your own market plan for your own product or servic idea. in thi cours you will learn how to produc arguabl the most import market tool for ani business. rather than simpli learn the stage of the market plan you will be ask each week to complet a peer grade assign which will help you complet a simplifi version of the plan. you will be requir either to map the four crucial stage for your own product or servic idea or use the nissan leaf case studi attach in the addit read in order to produc a profession example. ramon diaz bernardo - a professor with over 20 year experi - will guid you through the four most import stage of the market plan analysi market strategy; the market mix and expect results. on thi journey he will conduct interview with lead expert from intern compani in market as well as invit student to join him for explan and discussions. thi excel and uniqu cours allow you not onli to learn the essenti part of the market plan but also map out the futur of your own busi and take the first step on the path to launch your own product.market strategi plan market research brand market market plan digit market strategi product market market mix busi market

creativ and entrepreneurshipbeginnercr & entrepreneurship will help you tap into your inner creativ and learn how to leverag it for career develop or busi innovation. present by berkle institut for creativ entrepreneurship founder pano panay thi cours featur interview with world renown entrepreneur innov songwrit produc creativ director educ perform visual artist and chef as they discuss parallel between the creativ and entrepreneuri journeys. the cours approach entrepreneurship as a creativ process a fundament human instinct that we all possess and can unlock. creativ & entrepreneurship appli concept from the creativ and music creation process such as observ prototyp iter and embrac failur as a mean of guid you through the concept of think like a startup. you will develop the basic mindset knowledg and insight requir to pursu an entrepreneuri career whether as the steward of your own career or as the founder of a new busi in ani field. creativ & entrepreneurship is about the side of entrepreneurship you won�t learn at a busi school but instead in the music studio. what you'll learn how to approach your career or startup as if learn a music instrument whi entrepreneurship like creativ is someth we all possess how to appli �the musician mindset� as mean to collabor and creativ problem solv whi songwrit is a perfect parallel to career and product develop whi there� more to entrepreneurship than busi plan and spreadsheet much like there� more to music than scale and lead sheetsexperi creativ innov brainstorm music creativ entrepreneurship strategi observ entrepreneurship collabor busi leadership-and-manag

asset creation and managementadvancedwelcom to asset creation and manag the first cours in the uniti certifi 3d artist special from uniti technologies. the cours in thi seri will help you prepar for the uniti certifi 3d artist exam the profession certif for entry- to mid-level uniti artists. 3d artist are critic to the uniti develop pipeline. they are a bridg between the programm write the applic code and the design or art director who defin the application� aesthet and style. in these cours you will be challeng to complet realist art implement task in uniti that are align to the topic cover on the exam. throughout thi first cours you will be task with complet the asset setup for a kitchen configur applic - an app that let user view a realist render of a kitchen and swap out object and materi to custom the design. the first step will find you import asset into a uniti project troubleshoot common import issu and tweak the materials. final you�ll creat and organ prefab in a way that will work with the applic code. by the end of the cours you�ll have a clean and organ uniti project that is readi for the next stage lighting. thi is an intermedi cours intend for peopl who are readi for their first pay role as uniti 3d artist or enthusiast who would like to verifi their skill against a profession standard. to succeed you should have at least 1-2 year of experi implement 3d art in unity. you should be profici at import asset into uniti from digit content creation dcc tool prototyp scene work with light and ad particl and effects. you should also have a basic understand of 2d asset manag anim and work with scripts. you should have experi in the full product develop lifecycl and understand multi-platform develop includ for xr ar and vr platforms.cinema 4d comput anim graphic design 3d model asset interior design virtual realiti specif technic standard visual effect video game develop computer-sci design-and-product

digit thread componentsbeginnerthi cours will help you recogn how the "digit thread" is the backbon of the digit manufactur and design dm&d transform turn manufactur process from paper-bas to digital-based. you will have a work understand of the digit thread � the stream that start at product concept and continu to accumul inform and data throughout the product� life cycl � and identifi opportun to leverag it. gain an understand of how "the right inform in the right place at the right time" should flow. thi is one of the key to unlock the potenti of a digit design process. acknowledg thi will enabl you to be more involv in a product� develop cycl and to help a compani becom more flexible. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the second cours in the digit manufactur & design technolog special that explor the mani facet of manufacturing� �fourth revolut � aka industri 4.0 and featur a culmin project involv creation of a roadmap to achiev a self-establish dmd-relat profession goal. to learn more about the digit manufactur and design technolog special pleas watch the overview video by copi and past the follow link into your web browser https//youtu.be/wetk1o9c-cacontinu function manufactur process manag mechatron interoper recommend system data share multi-factor authent engin softwar mechan engin sap erp physical-science-and-engin mechanical-engin

case studi in person medicinebeginnerlearn how advanc in biomedicin hold the potenti to revolution drug develop drug treatment and diseas prevent where are we now and what doe the futur hold? thi cours will present short primer in genet and mechan underli variabl in drug responses. a seri of case studi will be use to illustr principl of how genet are be brought to bear on refin diagnos and on person treatment in rare and common diseases. the ethic and oper issu around how to implement larg scale genom sequenc in clinic practic will be addressed. after complet thi cours learner will understand 1. the way in which genet variant can contribut to human diseas suscept 2. how to choos among drug therapi base on genet factor 3. that the function consequ of the vast major of genet variant discov by modern sequenc are unknown. thi cours is target primarili at physician 5+ year out of training. other healthcar provid medical/health scienc student and member of the public may also be interested. cours launch januari 15 2016. * the inform present in �case studi in person medicine� is offer for educ and inform purpos onli and should not be constru as person medic advice. if you have question or concern about a medic matter pleas consult your doctor or other profession healthcar provider.pharmacogenet electron medic record diseas pharmacogenom medicin person medicin dna genet cystic fibrosi medic record life-sci patient-car

explor emerg technolog for lifelong learn and successbeginnerthi learn opportun is an open-access resourc for lifelong learning. the aim is to identifi the valu and implic of use establish and emerg technolog tool for person and profession growth and acquir strategi to develop lifelong learn habit to keep pace with technolog change. thi cours is target to the need of all learner includ colleg student faculti current and career-seek profession and anyon from across the globe with a desir to learn how to use emerg technolog to succeed in today� rapidli chang world. thi project consist of two associ parts; #emtechmooc and emtechwiki. #emtechmooc is a massiv open onlin cours also call a mooc. the mooc is host on the coursera platform and provid a support environ for dialogu and share among participants. emtechwiki http//suny.edu/emtech ha been built to complement the mooc. it is a socially-cur discoveri engin to discov tool tutori and resources. the wiki can be use as a stand-alon resourc or it can be use togeth with #emtechmooc. anyon is welcom to add or edit wiki resources. the mooc learn environ is structur around 5 modules. the concept that are cover includ lifelong learn and the 4c of 21st-centuri skill includ commun and collabor creativ critic thinking. particip build a person eportfolio to display artifact creat through discoveri exercis to showcas accomplishments. the final modul provid an opportun to summar and reflect on the learn journey. learn activ provid access curat inform and applic exercis pertain to current and emerg technolog relev to learner and profession alik such as audio video social network etc. #emtechmooc is not a tradit mooc. instead of provid content-heavi inform it reli on discovery-bas learn that is under the control of the learner. you will be prompt to locat and explor new resourc and tool from the grow emtechwiki collect to help you meet your person identifi objectives. you will then reflect on and share your learn and discoveri through your person portfolio that you will construct throughout the modul in the course. complet the mooc requir to earn digit badg and a coursera certif of completion. suni affili may earn a coursera certif with no fee to enroll.soci media emerg technolog human learn profession network social media tool creativ lifelong learn critic think commun digit footprint personal-develop personal-develop

financi regul in emerg market and the rise of fintech companiesintermediatethi cours give an overview of the chang regulatori environ sinc the 1997 asian and 2008 global financi crisis. follow these two major crise govern around the globe enact a set of far-reach new financi regul that are aim toward safeguard financi stability. howev bank find it increasingli difficult to be profit in thi new regulatori environment. technolog at the same time ha taken import leap forward with the emerg of sophist model of artifici intellig and the invent of the blockchain. these two develop fuel the emerg of fintech compani around the world. thi cours discuss fintech regul in emerg market use case studi from china and south africa. the cours pay special attent to the socioeconom environ in emerg market as well as to polit risk as a major sourc of uncertainti for fintech entrepreneurs. peer-to-p lend and remitt are use as lead exampl for fintech innov in emerg markets.blockchain financi crisi peer-to-p lend shadow ban emerg market shadow bank system financ financi regul global financi crisi fintech busi financ

do more with sa programmingadvancedthi cours is for busi analyst and sa programm who want to learn data manipul techniqu use the sa data step and procedur to access transform and summar data. the cours build on the concept that are present in the get start with sa program cours and is not recommend for begin sa softwar users. in thi cours you learn how to understand and control data step process creat an accumul column and process data in group manipul data with function convert column type creat custom format concaten and merg tabl process repetit code and restructur tables. thi cours address base sa software. befor attend thi cours you should be abl to write data step code to access data subset row and column comput new column and process data conditionally. you should also be abl to sort tabl use the sort procedur and appli sa formats.row do while loop retain syntax languag while loop subroutin comput program iter transpos data-sci data-analysi

innov & entrepreneurship - from basic to open innovationadvancedthi innov and entrepreneurship cours focus on the interconnect between entrepreneuri think and innovation. specif we look at model use in silicon valley to grow both start-up compani as well as innov insid larg organizations. bring togeth top haa school of busi uc berkeley faculti thi cours address critic area for success growth includ design think open innov busi model product-market fit and financing. thi cours will teach you how to think like an entrepreneur and provid the model tool and framework to further develop your busi or idea. an emphasi will be place on the it space. in thi first part from basic to open innov the follow area are includ innov and entrepreneurship basics; the silicon valley entrepreneurship model; the import of failure; market analysi how to engag with customers; and open innovation.product/market fit open innov minimum viabl product custom engag market segment innov market econom entrepreneurship sustain market analysi busi entrepreneurship

aw fundament address secur riskintermediatewelcom to aw fundament address secur risk! thi cours will give you an overview of secur best practic when develop and manag applic on aws. the cours creat by aw expert and deliv by aw solut architect use video lectur hands-on exercis guid demonstr and quizz to dive deep on concept about secur on aws. you will learn about the concept of �least privilege� and the aw share respons model as well as view demonstr of amazon guardduti aw secret manag and cross-account access. we encourag it profession and leader who are interest in learn about best practic for secur an aw environ and applic develop on aw to enrol in thi course. befor take thi cours we recommend you complet aw fundament go cloud nativ https//www.coursera.org/learn/aws-fundamentals-going-cloud-native. class forum will also allow you to ask question and interact with aw train instructors.amazon web servic ident manag risk web servic secur leadership and manag cloud comput secur cloud comput web databas information-technolog cloud-comput

fundament neurosci for neuroimagingbeginnerneuroimag method are use with increas frequenc in clinic practic and basic research. design for student and profession thi cours will introduc the basic principl of neuroimag method as appli to human subject research and introduc the neurosci concept and terminolog necessari for a basic understand of neuroimag applications. topic includ the histori of neuroimag an introduct to neuroimag physic and imag format as well as an overview of differ neuroimag applic includ function mri diffus tensor imag magnet reson spectroscopi perfus imag and positron emiss tomographi imaging. each will be review in the context of their specif method sourc of signal goal and limitations. the cours will also introduc basic neurosci concept necessari to understand the implement of neuroimag method includ structur and function human neuroanatomi cognit domain and experiment design.principl anatomi fmri neurosci neuroimag neurobiolog neuropsycholog assess experiment design cognit experi life-sci basic-sci

blockchain in financi servic strateg action planbeginnerin thi fourth and final cours of the special you will synthes your learn into a strateg action plan. the goal of thi cours are twofold one it� for you to identifi a specif need or problem within the financi servic industri that can potenti be solv use blockchain technology. two it� for you to investig possibl solut to thi problem and to develop a strateg plan for how these solut might be executed. you will accomplish differ project mileston each week and will be introduc to sever tool to organ your findings. throughout thi process you will hear from real-world practition who have hands-on experi in the blockchain ecosystem. addit by particip in thi cours you will gain access to our blockchain case commons�a crowdsourc collect of blockchain applic and use-cas span multipl industries. as an outcom of thi cours you will walk away with a consolid peer-review strateg action plan which you can use to pitch your idea to your organ and/or potenti investors.competit econom blockchain brainstorm market segment opportun identif use case project industri analysi market econom ad valu computer-sci computer-security-and-network

healthcar innov what doe success look like and how to achiev it?advancedthi cours focus on the factor involv in the adopt of innov - featur organ countri of origin cognit norm and affect aspect chang agents. use real-world health innov you'll assess what impact their scaleabl to new context how organiz and human characterist affect adopt to what extent diffus of an innov is influenc by unconsci bias. you'll also delv into the process of adopt an innov within a clinic set and whi it' so import to know who your 'chang agents' are. as start in the second cours of thi specialis healthcar entrepreneurship take idea to market you'll revisit the skill of pitch explor whi and how to adapt pitch depend on your audience. by the end of thi cours you'll feel abl to judg the success of innov projects; analys how organiz structur cultur and resourc are key in adoption; make recommend for adopt in relat to organiz contexts; demonstr how cognit norm and affect aspect can influenc percept regard an innovation' attract and scaleability; and appli persuas techniqu to connect to audienc involv in the process of innov scale and adoption.process commun health unconsci attract cognit bia adapt surgeri adopt organiz structur innov life-sci public-health

drug discoverybeginnerth univers of california san diego skagg school of pharmaci and pharmaceut scienc drug discoveri cours bring you lectur from both faculti and industri experts. with thi cours record on campu at ucsd we seek to share our access to top peopl in the field who bring an unpreced rang of expertis on drug discovery. in thi cours you will learn the drug discoveri process up to the file of an initi new drug applic or ind. each week you will learn the step that a pharmaceut or biotech compani goe through to discov a new therapeut drug. in thi cours you will be abl to * understand the pharmaceut and biotechnolog market a chang landscap * learn the major aspect of the drug discoveri process start with target select to compound screen to design lead candidates. * recogn current modern drug discoveri base on the lock-and-key theori which attempt to use one singl compound to hit one target to combat the relat disease. * increas understand of the variou drug discoveri tool and method that are use for find identifi and design a new drug. * defin and understand the regulatori respons for drug discoveri to file an investig new drug applic ind. thi cours is intend as part 1 of a seri drug discoveri drug develop https//www.coursera.org/learn/drug-develop and drug commerci https//www.coursera.org/learn/drug-commercialization. we would highli recommend that you take the cours in order sinc it will give you a better understand on how a drug is discov in the lab befor be test in clinic trial and then launch in the market place.drug design clinic drug develop drug drug develop safeti drug safeti metabol drug discoveri pharmacokinet pharmacolog life-sci healthcare-manag

graph analyt for big databeginnerw to understand your data network structur and how it chang under differ conditions? curiou to know how to identifi close interact cluster within a graph? have you heard of the fast-grow area of graph analyt and want to learn more? thi cours give you a broad overview of the field of graph analyt so you can learn new way to model store retriev and analyz graph-structur data. after complet thi cours you will be abl to model a problem into a graph databas and perform analyt task over the graph in a scalabl manner. better yet you will be abl to appli these techniqu to understand the signific of your data set for your own projects.apach graph big data apach spark graph theori databas central graph databas analyt neo4j data-sci data-analysi

cloud comput securityadvancedin thi mooc we will learn cloud comput basic use aw as an exampl we will guid you to creat aw account plan aw resourc for your cloud system creat aw ec2 instanc access them and configur the popular lamp web servic with mysql database. we will guid you to creat user account for your programm or oper use aw identifi and access manag gui regist your domain name and setup dn entri for your server use aw rout 53 in 22 mintues! and show you how to use aw command line interfac to creat and manag instanc and servic programmatically. we then introduc aw load balanc featur creat load balanc cluster for scalabl and reliability. we also demonstr how to diagnos the problem introduc by the health check and firewal restrict conflicts. by the end of thi cours you should be abl to creat your own web cluster with mysql databas setup your user with credenti to manag your aw resources/virtu machin either through their manag control interfac or use aw cli api use scripts. you will also learn the best practic in cloud secur and debug servic interact issu may aris in the cloud systems.web server load balanc domain name system cloud comput secur health check cloud comput load balanc comput resourc plan hypertext transfer protocol php computer-sci computer-security-and-network

paleontolog theropod dinosaur and the origin of birdsbeginnerpaleontolog theropod dinosaur and the origin of bird is a five-lesson cours teach a comprehens overview of the origin of birds. thi cours examin the anatomi divers and evolut of theropod dinosaur in relat to the origin of birds. student explor variou hypothes for the origin of flight. watch a preview of the cours here https//uofa.ualberta.ca/courses/paleontology-theropod-dinosaursapex predat biolog fli anatomi evolut predat paleontolog bird anatomi evolut of bird adapt life-sci basic-sci

public health in humanitarian crise 2intermediatethi cours public health in humanitarian crise 2 address public health issu of peopl affect by disast both natur or conflict-related. it discuss the mani chang that occur in people� live when they are uproot by a disast includ mani import topic relat to humanitarian crise such as when there is an epidem a public health emergency; what do we mean with the humanitarian develop nexus; what are the basic of disast epidemiolog and surveillance; humanitarian principles; and other veri relev topics. we will explor what humanitarian intervent could look like if we want to mitig the effect of disasters. thi cours is a follow-up to public health in humanitarian crise 1 which dealt with chang in diseas pattern access to health care livelihood shelter sanitari condit nutrit statu and other issues. the cours content is a mix of theoret knowledg and mani practic exampl from recent disasters. we think thi cours is uniqu becaus it contain so mani practic �real-life� exampl and is taught be instructor and guest lectur who togeth have over 200 year of experi in thi field. the cours consist of 10 modul total approxim 14-16 hour of deliv content with an addit 2-3 hour of self-work quizz and write and evalu a short peer-review assign as well as live discuss forums. the first cours public health in humanitarian crise 1 phhc1 ha been design in a way that each modul build on the lesson of previou modules. howev the modul from thi second cours public health in humanitarian crise 2 phhc2 can be access in ani order and some can stand alone. you do not necessarili need to do phhc1 befor phhc2 but it might be help to take some or all of phhc1 as some of the basic or fundament issu are cover in thi course. phhc2 contain a somewhat more divers set of topic than the previou cours as it deal with more complic issues. you do not have to pay for thi cours if you choos to enrol without a certificate. sometim refer to as audit enrol without a certif mean that you will have access to all of the video and discussions. the onli differ is that you will not be abl to take the quizz to earn a certif upon completion. click the audit or enrol without a certif link to sign up and begin the course. visit the learner help center for more detail about your enrol options.publ health disast reproduct health infant feed humanitarian incid manag public health emerg of intern concern emerg crisi conting plan life-sci public-health

chines for hsk 1beginnern? h?o! ??!welcom to chines for hsk level 1 - a chines cours for beginners. my name is yu bin. i am veri happi to meet you here! hsk stand for h�ny? chines shu?p�ng level k?osh� test which is the most import chines profici test in use today. it assess non-n chines speakers� abil in use chines in their daili academ and profession lives. chines for hsk level 1 is the first part of the 6 level and assess test takers� abil in the applic of everyday chinese. it is the counterpart of level 1 of the chines languag profici scale for speaker of other languag and the a1 level of the common european framework of refer for languages. you will learn ?\t30 video lectur with dialogu role play by pku students; ?\tmore than 150 commonli use words; ?\taround 50 key grammar points; ?\tnew word and text via audio; ?\tquizz for each lesson and hsk test papers; ?\tvideo for 70 basic chines charact optional; ?\tsupplementari materi about china optional. in short the cours cover the four skill although onli listen and read are test in hsk. at the end of the cours you will be abl to understand and use simpl chines phrase meet basic need for commun and possess the abil to further your chines languag studies. have a fantast journey of chines learning. for more inform about hsk pleas visit http//english.hanban.org/node7581.htm.hanyu shuip kaoshi languag japanes languag write listen xml interfac for network servic speech grammar shop chines languag language-learn other-languag

clinic kidney pancrea and islet transplantationadvancedkidney transplant is a major advanc of modern medicin which provid high-qual of life for patient with end-stag renal disease. what use to be an experiment riski and veri limit treatment option more than 50 year ago is now routin perform in mani countri worldwide. the number of renal transplant is expect to rise sharpli in the next decad sinc the proport of patient with end stage renal diseas is increasing. are you interest in clinic kidney pancrea and islet transplantation? if you are a bio medic student or a health care profession who work in the pre clinic transplant field thi might be the cours for you. thi cours is also for anyon interest in the research and knowledg on clinic transplantation. the cours will be taught by a multidisciplinari team of transplant profession and will give you the state of the art updates. it is divid in 4 modul 1 befor the transplant 2 the surgic procedur and the challeng patient includ the patient with diabet 3 earli challeng 4 late challeng after transplantation. the offer modul will includ lectur interact patient case 3d movi interview with well-known expert and with patient and a donor a seriou game to increas knowledg of the field and of cours an activ forum. becom an expert and join us! the cours is endors by the european societi of organ transplant esot the intern societi of nephrolog isn and the transplant societi tts. thi mooc ha been accredit for continu medic educ cme. health care profession who work in the pre clinic transplant field other health care profession and gener practition can obtain cme credit at 'lumc-boerhaav cme' upon pass the course. for more inform we like to refer to the "addit introduct for obtain cme credit" modul in week 1 of the cours for anoth interest cours on organ donat and transplant see organ donat from death to life from cape town univers https//www.coursera.org/learn/organ-donationkidney diseas immunogenet patient cell therapi kidney transplant medic educ immunolog nephrolog kidney diseas recurr relat life-sci patient-car

today� music industryadvancedthi cours provid an engag and method insight into the past and present cultur and commerci music industri develop direct and trends. it will equip the student with the knowledg and skill necessari to appreci understand and more product particip in today� music industri field.promot entertain popular music feder reserv system film human learn critic broadcast newspap label web busi business-strategi

creat a profil and network on linkedinbeginnerin thi 1-hour long project-bas cours you will learn how to creat a profil and network on linkedin. we will go step by step-by-step through thi project so you can build a profil if you do not have one or strengthen your current one if you do. you will also learn about the tool and option offer by linkedin to assist you. we will explor the basic of how to set-up an engag profile. you may even learn someth you do not alreadi know to make your current profil stand out abov the rest. some learn object that we will cover includ build a profil that send a profession messag with your banner and your person url code as well as know how to share your url code. we will expand your network by learn how to make connect request professionally. and we will go through follow peopl page group and hashtags. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.c program user comput account pension tax simplif stand ovat messag linkedin hashtag project benefit busi business-strategi

it project managementbeginnerth concept and use of project manag tool techniqu and methodolog are becom all pervasive. thi cours address project manag in the context of it project includ softwar projects. use the framework of project life cycl the cours cover variou aspect pertain to i project initi ii project plan and schedul iii project monitor and control and iv project termination. for plan and schedul of project the use of project network and estim of time and cost are cover in detail. schedul of project with resourc limit is cover next. risk assess method includ simul and risk reduct approach are also be covered. the student will be requir to use the softwar @risk to simul project complet times. the use of earn valu analysi for project monitor and control is emphasized. for softwar project manag the waterfal model and agil project manag are cover in detail.leadership and manag agil manag risk manag plan risk project plan audit project manag project project plan busi business-strategi

capston autonom runway detect for iotadvancedthi capston project cours tie togeth the knowledg from three previou cours in iot though embed system develop of real-tim system web connect & secur and embed hardwar and oper systems. the student will develop a larger system use the learn outcom from these cours and the student will evalu the develop system in a real-world program environment. thi cours is a true engin task in which the student must not onli implement the algorithm code but also handl the interfac between mani differ actor and hardwar platforms. the student will learn how to motiv engin decis and how to choos implement to make a system actual running. the student will also learn to evalu the effici and the correct of their system as well as real-world paramet such as energi consumpt and cost.front and back end softwar requir project softwar design real-tim oper system interfac softwar softwar engin internet of thing verif and valid computer-sci software-develop

creat an aw ec2 autosc group use load balancerbeginnerpleas note you will need an aw account to complet thi course. all the resourc use in the cours come under free-tier provid by aw for new users. but you might be charg if you have alreadi use up your free-tier credits. in thi 2-hour long project-bas cours you will learn how to creat an aw ec2 autosc group which can scale in and out base on the incom traffic. we will go through the complet process of deploy your web applic in the autosc group. we will be creat an applic load balanc which will distribut the incom traffic among the ec2 instanc of our autosc groups. we will be creat an amazon machin imag which will be use to creat a launch configur which will act as the base for the ec2 instanc in our autosc group. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.scal load test scale amazon elast comput cloud write project languag front and back end web applic web information-technolog cloud-comput

miracl of human languag an introduct to linguisticsintermediateeverywher everi day everybodi use language. there is no human societi no matter how small or how isol which doe not employ a languag that is rich and diverse. thi cours introduc you to linguist featur interview with well-known linguist and with speaker of mani differ languages. join us to explor the miracl of human language! the miracl of human languag introduc you to the many-facet studi of languag which ha amaz human sinc the begin of history. togeth with speaker of mani other languag around the world as well as with famou linguist such as noam chomski and adel goldberg you will learn to understand and analys how your nativ tongu is at the same time similar and differ from mani other languages. you will learn the basic concept of linguist get to know some of the key featur of big and small languag and get insight into what linguist do. thi cours give an introduct into the studi of languag the field of linguistics. with the support of the basic linguist terminolog that is offer in the cours you will soon be abl to comment both on varieti between languag as well as on a singl language� intern structure. anyon who wish to understand how languag work and how they can give us insight into the human mind is veri welcom to join. the cours is use if you want to get a fairli quick introduct into linguist for instanc becaus you are consid studi it further or becaus you are interest in a neighbour disciplin such as psycholog comput scienc or anthropology. furthermor the cours will help you develop analyt skills. if you are curiou to understand how languag work and how it give insight into the human mind thi cours is definit for you!analysi sociolinguist pragmat phonolog languag human learn neurolinguist linguist english languag phonet language-learn other-languag

introduct to numer analysisconversantnumer comput histor play a crucial role in natur scienc and engineering. these day howev it� not onli tradit �hard sciences� whether you do digit human or biotechnolog whether you design novel materi or build artifici intellig system virtual ani quantit work involv some amount of numer comput . these day you hardli ever implement the whole comput yourselv from scratch. we reli on librari which packag tried-and-test battle-harden numer primitives. it is vanishingli rare howev that a librari contain a singl pre-packag routin which doe all what you need. numer comput involv assembl these build block into comput pipelines. thi kind of work requir a gener understand of basic numer method their strength and weak their limit and their failur modes. and thi is exactli what thi cours is about. it is meant to be an introductori foundat cours in numer analysi with the focu on basic ideas. we will review and develop basic characterist of numer algorithm converg approxim stabil comput complex and so on and will illustr them with sever classic problem in numer mathematics. you will also work on implement abstract mathemat construct into work prototyp of numer code. upon complet of thi cours you will have an overview of the main idea of numer comput and will have a solid foundat for read up on and work with more advanc numer need of your specif subject area. as prerequisit for thi cours we assum a basic command of college-level mathemat linear algebra and calculu mostli and a basic level of program proficiency. do you have technic problems? write to us coursera@hse.ruanalysi linear equat numer analysi system of linear equat ordinari least squar linear algebra least squar numer integr numer linear algebra polynomi computer-sci algorithm

global energi and climat policyintermediateth global energi and climat polici cours offer an introduct to the theoret and practic understand of how energi and climat chang polici are design shape advoc and implemented. as energi market go truli global domest energi polici are becom more and more entangl with wider issu of intern governance. concurr the urgent need to mitig and adapt to climat chang and transit to a low-carbon futur is ad a further layer of complexity. the cours is aim broadli at peopl interest in learn more about interconnect issu in energi and climat polici globally. it assum a level of interest but no necessari previou knowledge. howev the cours also offer suffici up to date research and new critic perspect to be of interest to peopl with expertis in or academ familiar with the topic as well. the main aim of the cours is to provid thi wide-rang introduct in a self-contain but in-depth form alongsid the import practic skill necessari to understand and discuss energi and climat polici and lay the groundwork for greater engag in the futur � either through academ studi in the public privat or not-for-profit sectors.renew energi low-carbon economi analysi energi econom climat chang energi polici polici analysi energi system energi climat polici social-sci governance-and-societi

busi of game and entrepreneurshipintermediatea well as a form of art and entertain game are about business. whether you want to work at a game studio start your own busi or make game as a hobbi recogn the dynam landscap of the videogam industri is critic to find your place. thi cours will introduc you to game product project manag teamwork skill and how to posit your game idea and yourself in the broader marketplace. by the end of the cours you will be abl to develop an impact portfolio of game work to get notic and/or develop an effect busi plan to bring your game to market.gam design plan project thought leadership and manag money flow index video game develop analysi swot analysi entrepreneurship busi business-strategi

introduct to virtual realityintermediatethi cours will introduc you to virtual realiti vr. the cours will teach you everyth from the basic of vr- the hardwar and the histori of vr- to differ applic of vr the psycholog of virtual realiti and the challeng of the medium. the cours is design for peopl who are new to vr as a medium. you may have experienc some virtual realiti befor and may have some hardware- but thi cours is suitabl to individu who have never experienc vr and those who do not have much hardware- we will explain mobil vr as well as devic such as the oculu rift and htc vive. introduct to virtual realiti is the first cours in the virtual realiti specialisation. a learner with no previou experi in virtual realiti and/or game program will be abl to evalu exist vr applic and design test and implement their own vr experiences/gam use uniti by the end of the specialisation.plaus structur psycholog 3d model virtual realiti headset immers virtual realiti haptic technolog comput anim virtual realiti comput graphic 360-degre video computer-sci design-and-product

inform system audit control and assurancebeginnerinform system is are import asset to busi organ and are ubiquit in our daili lives. with the latest is technolog emerg such as big data fintech virtual bank there are more concern from the public on how organ maintain systems� integr such as data privaci inform secur the complianc to the govern regulations. manag in organ also need to be assur that system work the way they expected. is auditor play a crucial role in handl these issues. in the cours �inform system audit control and assurance� you will explor risk of inform system and how to mitig the risk by proper is controls. you will also get familiar with the is audit procedur and how they are appli dure the is develop throughout the system develop life cycl sdlc. final you will get to observ how we can make the system chang more manag use formal is manag practic such as chang manag control and emerg changes. the convers between the cours instructor - prof. perci dia and the is audit practition will give you a concret idea on how is auditor perform their duti the qualiti to becom is auditor and futur prospect of is audit industry. thi cours is suitabl for student and graduat from inform system inform technolog and comput scienc and it practition who are interest to get into the is audit field. it is also a good start point for learner who would like to pursu further studi for is audit certif � such as certifi inform system auditor cisa.leadership and manag inform secur intern control audit risk risk inform technolog secur audit risk manag audit inform technolog audit secur information-technolog secur

imag compress with k-mean clusteringbeginnerin thi project you will appli the k-mean cluster unsupervis learn algorithm use scikit-learn and python to build an imag compress applic with interact controls. by the end of thi 45-minut long project you will be compet in pre-process high-resolut imag data for k-mean cluster conduct basic exploratori data analysi eda and data visual appli a comput time-effici implement of the k-mean algorithm mini-batch k-mean to compress imag and leverag the jupyt widget librari to build interact gui compon to select imag from a drop-down list and pick valu of k use a slider. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.interact k-mean cluster python program scikit-learn kalman filter algorithm imag compress widget toolkit machin learn data cluster algorithm data-sci machine-learn

neural network from scratch in tensorflowbeginnerin thi 2-hour long project-bas cours you will learn how to implement a neural network model in tensorflow use it core function i.e. without the help of a high level api like keras. you will also implement the gradient descent algorithm with the help of tensorflow' automat differentiation. while it� easier to get start with tensorflow with the kera api it� still worth understand how a slightli lower level implement might work in tensor?ow and thi project will give you a great start point. in order to be success in thi project you should be familiar with python program tensorflow basic conceptu understand of neural network and gradient descent. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.comput program artifici neural network network model c++ machin learn automat differenti hindley milner type system gradient python program tensorflow data-sci machine-learn

suppli chain excellenceintermediatesuppli chain leader manag product inform and financ to creat an effici effect suppli chain. with thi onlin certif program you�ll studi at the graduat level to gain the knowledg you need to advanc in your career. you�ll gain a thorough understand of the three distinct flow that creat suppli chain excel in ani company. learn from lectur read discuss and quizz design by faculti from the depart of suppli chain manag at rutger university. you�ll also benefit from grade feedback from the instructor and live session with group of high-calib peers. thi cours will provid you with an introduct and head-start to the suppli chain excel mastertrack.suppli chain purchas procur lean manufactur industri engin cash convers cycl microsoft excel manufactur process manag suppli chain manag product inform manag busi business-strategi

network illustr principl without calculusadvancedwhat make wifi faster at home than at a coffe shop? how doe googl order it search result from the trillion of webpag on the internet? whi doe verizon charg $15 for everi gb of data we use? is it realli true that we are connect in six social step or less? these are just a few of the mani intrigu question we can ask about the social and technic network that form integr part of our daili lives. thi cours is about explor the answer use a languag that anyon can understand. we will focu on fundament principl like �share is hard� �crowd are wise� and �network of networks� that have guid the design and sustain of today� network and summar the theori behind everyth from the social connect we make on platform like facebook to the technolog upon which these websit run. unlik other network cours the mathemat includ here are no more complic than ad and multipli numbers. while mathemat detail are necessari to fulli specifi the algorithm and system we investig they are not requir to understand the main ideas. we use illustr analog and anecdot about network as pedagog tool in lieu of detail equations. all the featur of thi cours are avail for free. it doe not offer a certif upon completion.flat rate power control cellular network inform cascad random access network congest six degre of separ shortest path problem pagerank wi-fi computer-sci computer-security-and-network

suppli chain analyticsbeginnerwelcom to suppli chain analyt - the art and scienc of appli data analyt to assess and improv suppli chain performance! a suppli chain is a complex system with conflict object of cost effici and custom satisfaction. suppli chain manag is becom increasingli data driven. through the real-lif stori and data of a major us telecommun compani you will learn the analyt tool / skill to diagnos and optim a suppli chain. upon complet of thi cours you will be abl to 1. use data analyt to assess the impact of variou strategi on all aspect of a suppli chain from inventori ship to warehous order fulfil store oper and custom satisfaction. 2. custom the suppli chain strategi by product to improv the overal cost effici without sacrif custom service. 3. obtain hands-on experi on the applic and financi impact of analyt in integr suppli chain and logist planning. vasta name disguis is a major wireless carrier in the us sell cell phone through a nation network of retail stores. recent it wrote off a huge amount of obsolet inventori each year and wa suffer a signific cost ineffici in an increasingli stagnant market. vasta must assess the competit environ and renov it suppli chain to stay competitive. at the end of thi cours you will help vasta save $billion on suppli chain cost and retain it leadership in a stagnant and satur market. i hope you enjoy the course!suppli chain strategi suppli chain analysi plan push pull strategi analyt data analysi strategi suppli chain analyt chain busi business-essenti

learn mandarin chines capston projectbeginnerlearn mandarin chines capston project is a beginner' cours of mandarin chines in continu of mandarin chines 3 chines for beginners. in thi cours learner are requir to complet a few task of use chines languag in simul real life situations. some guidanc on take and pass hsk chines profici test will also be provided. by complet thi cours the learner will finish the learn of the whole seri and be stand at the threshold of intermedi chines proficiency.languag softwar test chines languag american sign languag one health hanyu shuip kaoshi big data fee project commun language-learn other-languag

introduct to blockchain for financi servicesbeginnerin thi first cours of the special we will discuss the limit of the internet for busi and econom activ and explain how blockchain technolog repres the way forward. after complet thi cours you will be abl to explain what blockchain is how it work and whi it is revolutionary. you will learn key concept such as mine hash proof-of-work public key cryptographi and the double-spend problem. you�ll be abl to describ seven design principl for blockchain technolog and the challeng face the peopl develop it. you�ll also meet the player in the blockchain ecosystem and consid your own role in steward the blockchain revolution.proof-of-stak bitcoin internet public-key cryptographi blockchain consensu decision-mak peer-to-p cryptographi privaci proof-of-work system computer-sci computer-security-and-network

imag data augment with kerasbeginnerin thi 1.5-hour long project-bas cours you will learn how to appli imag data augment in keras. we are go to focu on use the imagedatagener class from keras� imag preprocess packag and will take a look at a varieti of option avail in thi class for data augment and data normalization. sinc thi is a practic project-bas cours you will need to prior experi with python program convolut neural network and kera with a tensorflow backend. data augment is a techniqu use to creat more exampl arti?ci from an exist dataset. thi is use if your dataset is small and you want to increas the number of examples. data augment can often solv over-fit so that your model gener well after training. for imag a varieti of augment can be appli to increas the number of examples. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.imag process artifici neural network comput program front and back end tensorflow kera canon form machin learn convolut neural network python program data-sci machine-learn

digit market analyt in practiceintermediatesuccess market brand today requir a well-balanc blend of art and science. thi cours introduc student to the scienc of web analyt while cast a keen eye toward the art use of number found in the digit space. the goal is to provid the foundat need to appli data analyt to real-world challeng market confront daily. student will learn to identifi the web analyt tool right for their specif needs; understand valid and reliabl way to collect analyz and visual data from the web; and util data in decis make for agenc organ or clients. digit analyt for market profession market analyt in practic is the second in a two-part seri of complementari cours and focus on the skill and practic abil analyst need to be success in today' digit busi world. thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see the resourc page in thi cours and onlinemba.illinois.edu.data visual market econom plan market analysi leadership and manag data analysi analyt digit market market analysi data-sci data-analysi

comput wave simul a practic introduct to numer method use pythonbeginnerinterest in learn how to solv partial differenti equat with numer method and how to turn them into python codes? thi cours provid you with a basic introduct how to appli method like the finite-differ method the pseudospectr method the linear and spectral element method to the 1d or 2d scalar wave equation. the mathemat deriv of the comput algorithm is accompani by python code embed in jupyt notebooks. in a uniqu setup you can see how the mathemat equat are transform to a comput code and the result visualized. the emphasi is on illustr the fundament mathemat ingredi of the variou numer method e.g. taylor seri fourier seri differenti function interpol numer integr and how they compare. you will be provid with strategi how to ensur your solut are correct for exampl benchmark with analyt solut or converg tests. the mathemat aspect are complement by a basic introduct to wave physic discret mesh parallel program comput models. the cours target anyon who aim at develop or use numer method appli to partial differenti equat and is seek a practic introduct at a basic level. the methodolog discuss are wide use in natur scienc engin as well as econom and other fields.finit differ partial differenti equat python program spectral element method simul differenti equat numer analysi analysi comput program acoust physical-science-and-engin research-method

blazor and javascript interoperabilityadvancedin thi short project-bas cours you will learn how to extend your blazor applic to commun with javascript - the browser' first class language. you'll learn how to invok javascript function from .net code and how to invok .net method from javascript. you'll also implement a solut for access the browser' localstorag with a .net servic class. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.java annot applic program interfac return statement show me! interoper euler' totient function messag project callabl bond .properti computer-sci mobile-and-web-develop

big data scienc with the bd2k-linc data coordin and integr centeradvancedth librari of integr network-bas cellular signatur linc is an nih common fund program. the idea is to perturb differ type of human cell with mani differ type of perturb such as drug and other small molecules; genet manipul such as knockdown or overexpress of singl genes; manipul of the extracellular microenviron condit for exampl grow cell on differ surfac and more. these perturb are appli to variou type of human cell includ induc pluripot stem cell from patient differenti into variou lineag such as neuron or cardiomyocytes. then to better understand the molecular network that are affect by these perturb chang in level of mani differ variabl are measur includ mrna protein and metabolit as well as cellular phenotyp chang such as chang in cell morphology. the bd2k-linc data coordin and integr center dcic is commiss to organ analyz visual and integr thi data with other publicli avail relev resources. in thi cours we briefli introduc the dcic and the variou center that collect data for lincs. we then cover metadata and how metadata is link to ontologies. we then present data process and normal method to clean and harmon linc data. thi follow discuss about how data is serv as rest apis. most importantli the cours cover comput method includ data cluster gene-set enrich analysi interact data visual and supervis learning. final we introduc crowdsourcing/citizen-sci project where student can work togeth in team to extract express signatur from public databas and then queri such collect of signatur against linc data for predict small molecul as potenti therapeutics.bioinformat cluster analysi data visual data cluster algorithm proteom gene gene set enrich analysi metadata interact data visual ontolog inform scienc life-sci basic-sci

leadership through social influenceadvancedthi cours will provid learner with a systemat gener framework for analyz persuas influenc situations. learner will be abl to identifi differ challeng face by persuad and to fashion appropri strategi for address those challenges. the broad goal is to provid learner with not onli an extens persuas tool kit but also with an understand of how differ tool are use in differ situations. specif the cours will address four broad topic strategi for influenc people� person attitudes; strategi for affect social factor influenc behavior; strategi for affect people� perceiv abil to undertak the desir behavior; and strategi for induc peopl to act on their exist intentions.soci influenc commun reason persuas behavior project manag certif influenc leadership and manag thought leadership busi leadership-and-manag

front-end web develop with reactintermediatethi cours explor javascript base front-end applic develop and in particular the react librari current ver. 16.3. thi cours will use javascript es6 for develop react application. you will also get an introduct to the use of reactstrap for bootstrap 4-base respons ui design. you will be introduc to variou aspect of react components. you will learn about react router and it use in develop single-pag applications. you will also learn about design control forms. you will be introduc to the flux architectur and redux. you will explor variou aspect of redux and use it to develop react-redux power applications. you will then learn to use fetch for client-serv commun and the use of rest api on the server side. a quick tour through react anim support and test round off the course. you must have prefer complet the previou cours in the special on bootstrap 4 or have a work knowledg of bootstrap 4 to be abl to navig thi course. also a good work knowledg of javascript especi es 5 is strongli recommended. at the end of thi cours you will - be familiar with client-sid javascript applic develop and the react librari - be abl to implement singl page applic in react - be abl to use variou react featur includ compon and form - be abl to implement a function front-end web applic use react - be abl to use reactstrap for design respons react applic - be abl to use redux to design the architectur for a react-redux applicationweb javascript represent state transfer redux web develop javascript librari json bootstrap front-end framework react web framework front-end web develop computer-sci mobile-and-web-develop

appli ai with deeplearningadvanced>>> by enrol in thi cours you agre to the end user licens agreement as set out in the faq. onc enrol you can access the licens in the resourc area <<< thi cours appli artifici intellig with deeplearn is part of the ibm advanc data scienc certif which ibm is current creat and give you easi access to the invalu insight into deep learn model use by expert in natur languag process comput vision time seri analysi and mani other disciplines. we�ll learn about the fundament of linear algebra and neural networks. then we introduc the most popular deeplearn framework like kera tensorflow pytorch deeplearning4j and apach systemml. kera and tensorflow are make up the greatest portion of thi course. we learn about anomali detect time seri forecast imag recognit and natur languag process by build up model use kera on real-lif exampl from iot internet of thing financi mark data literatur or imag databases. final we learn how to scale those artifici brain use kubernet apach spark and gpus. import thi cours alon is not suffici to obtain the "ibm watson iot certifi data scientist certificate". you need to take three other cours where two of them are current built. the special will be readi late spring earli summer 2018 use these approach no matter what your skill level in topic you would like to master you can chang your think and chang your life. if you�r alreadi an expert thi peep under the mental hood will give your idea for turbocharg success creation and deploy of deeplearn models. if you�r struggl you�ll see a structur treasur trove of practic techniqu that walk you through what you need to do to get on track. if you�v ever want to becom better at anyth thi cours will help serv as your guide. prerequisit some code skill are necessary. prefer python but ani other program languag will do fine. also some basic understand of math linear algebra is a plu but we will cover that part in the first week as well. if you choos to take thi cours and earn the coursera cours certif you will also earn an ibm digit badge. to find out more about ibm digit badg follow the link ibm.biz/badging.artifici neural network apach systemml apach deep learn apach spark long short-term memori tensorflow pytorch kera human learn data-sci machine-learn

english for effect busi writingadvancedthi cours aim to improv your busi english write skill by develop your use of vocabulari grammar understand of differ busi write genr and your abil to write profession busi documents. skill learn in thi cours will be use in the cross-cultur commun cours and help prepar you to produc the profession busi document in the capston project. after complet thi cours you will be abl to - write busi email - write an execut summari - write persuas in english - adapt content to purpos context and audienc - use appropri style and tone of write for busi purposescommun busi write email busi commun write email write audienc english languag languag contract manag language-learn learning-english

master program with matlabconversantth cours build on the foundat laid by the first cours of the special call �introduct to program with matlab.� it cover more advanc program concept such as recurs vector function handl algorithm effici and others. at the same time it present mani featur that make matlab a power program environ for engin and scientif comput such as it support for object orient program the new user interfac design environ and live scripts. by the end of thi cours you will be familiar with more advanc comput program concept abl to write more effici code and abl to creat object orient matlab applic with graphic user interfaces.object-ori program modulo oper ternari condit oper electr engin matlab c++ mechan engin null coalesc oper autocad comput program computer-sci software-develop

new model of busi in societybeginnerin thi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti we will be discuss the emerg of a new stori about business. thi new stori locat busi within a societ framework. almost everi busi creat or destroy valu for custom supplier employe commun and societi in addit to sharehold and other financiers. a number of new model of busi can be built on thi idea such as corpor respons philanthropi share valu and sustainability. profit and stakehold valu go togeth and thi cours explain how. the final session explor the idea of how to becom a stakehold entrepreneur and creat a busi that make money and make the world a better place.strategi entrepreneurship stakehold theori model corpor social respons sustain busi corpor bond sustain busi strategi social entrepreneurship busi leadership-and-manag

manag cybersecur incid and disastersadvancedmost organ plan for routin oper but what happen when unexpect event overtak the routine? thi cours examin conting plan use to prepar for and manag non-norm oper includ cybersecur incid � like hack attempt web site defac denial of servic attack inform disclosures; a well as other natur and man-mad cybersecur disasters. in thi cours a learner will be abl to ?\tdefin and describ the compon of a cybersecur conting plan program ?\tidentifi the compon and structur of an effect cybersecur incid respons program ?\tidentifi the compon and structur of an effect cybersecur disast recoveri program ?\tdefin and describ recommend conting strategi includ data backup and recoveri and continu of cybersecur operations.crim cisco leadership and manag disast privaci busi continu secur cyber secur standard inform secur keystrok log information-technolog secur

data structuresintermediatea good algorithm usual come togeth with a set of good data structur that allow the algorithm to manipul the data efficiently. in thi cours we consid the common data structur that are use in variou comput problems. you will learn how these data structur are implement in differ program languag and will practic implement them in our program assignments. thi will help you to understand what is go on insid a particular built-in implement of a data structur and what to expect from it. you will also learn typic use case for these data structures. a few exampl of question that we are go to cover in thi class are the follow 1. what is a good strategi of resiz a dynam array? 2. how prioriti queue are implement in c++ java and python? 3. how to implement a hash tabl so that the amort run time of all oper is o1 on average? 4. what are good strategi to keep a binari tree balanced? you will also learn how servic like dropbox manag to upload some larg file instantli and to save a lot of storag space!binari search algorithm binari search tree binari tree stack abstract data type hash data structur prioriti queue hash tabl search tree splay tree computer-sci algorithm

databas design with sql server manag studio (ssms)beginnerin thi 1-hour 40-minut long project-bas cours you will learn how to design a databas system by identifi the entiti and their attribut as well as the relat between these entities. furthermor you will get to implement the databas system that you have design use microsoft sql server through sql server manag studio. thi project will have you explor key concept of databas design and will have you get introduc to the build block of the world of databases. note thi project work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.rel databas sql server manag studio display devic leadership and manag syntax project databas microsoft sql server sql sql inject computer-sci software-develop

intermedi object-ori program with javabeginnerthi 1.5 hour class is a continu of the class object-ori program with java. we will learn and explor more advanc topic of object-ori program with java. at the end of thi class you will be abl to use java to develop project such as mobil applications. you will also be abl to understand java object specif and use object and framework creat by other developers.c program mobil develop specif technic standard continu comput program java softwar platform method comput program c++ object-ori program javascript computer-sci software-develop

everyday excel part 1beginner"everyday excel part 1" is aim at learner who are seek to learn excel from the ground up. no experi with excel is necessary. while thi cours is meant for beginn of excel advanc user will undoubtedli pick up new skill and tools. thi cours is the first part of a three-part seri and special that focus on teach introductori through veri advanc techniqu and tool in excel. in thi cours part 1 you will 1 learn how to effect navig around the excel environment; 2 edit and format excel worksheets; 3 implement basic to advanc excel function includ financi logic and text functions; 4 learn how to manag data set filter remov duplic consolid data sort data and valid data; and 5 learn how to effect visual data through scatterplot column chart and pie charts. new to excel? that is entir fine! thi cours is meant to be fun thought-provok and appeal to a wide audience. no prior knowledg in program nor advanc math skill are necessary. the cours is organ into 5 week modules. to pass each modul you'll need to pass a masteri quiz and complet a problem solv assignment. thi cours is uniqu in that the weekli assign are complet in-appl i.e. on your own comput in excel provid you with valuabl hands-on training.spreadsheet microsoft excel chart worksheet microsoft excel macro macro comput scienc pivot tabl scatter plot lookup tabl euler' totient function computer-sci design-and-product

market mix implement capstoneadvancedaft complet the four cours you will be abl to take part in the capston project where you will have the opportun to put into practic what you have learn in thi special by run a real product through the market mix. your analysi will focu on tesla motor' and the launch of their model x automobile. after make decis regard each of the four p' in peer grade exercis you will prepar a final present for the launch of the car.decis model touchpoint corpor bond product placement strategi buyer decis process market mix guerrilla market purchas funnel market buzz busi market

big-o time complex in python codebeginnerin the field of data scienc the volum of data can be enorm henc the term big data. it is essenti that algorithm oper on these data set oper as effici as possible. one measur use is call big-o time complexity. it is often express not in term of clock time but rather in term of the size of the data it is oper on. for exampl in term of an array of size n an algorithm may take n^2 oper to complete. know how to calcul big-o give the develop anoth tool to make softwar as good as it can be and provid a mean to commun perform when review code with others. in thi cours you will analyz sever algorithm to determin big-o performance. you will learn how to visual the perform use the graph modul pyplot. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.bubbl sort python program project network sort big data recurs project ascend order pair algorithm trade computer-sci algorithm

osteoarchaeolog the truth in our bonesintermediatethi cours is about what we can learn from examin the human skeleton and how we can use thi knowledg to reconstruct the live of peopl who live in the past. in archaeolog and anthropolog human skelet remain can provid uniqu insight into the past and the present; insight that cannot be gain otherwise. these insight are explor in five main theme spread out over five week of learning. first it is shown how age-at-death sex and statur can be estim by the close examin of archaeolog skelet remains. in subsequ modul it is shown how human bone can provid inform about the diseas and injuri that peopl suffer from and what they ate. also it is shown how the human skeleton provid inform about the kind of activ that peopl engag in and about how they migrat and move around their landscapes. in thi cours you will examin all aspect of the human skeleton that can provid us with inform about these differ facet of life. togeth we will explor the scientif field that is known as human osteoarchaeology. - human becaus it is about us and our ancestor - osteo becaus it is about our bone - archaeolog becaus we use thi inform to better understand the behavior and event experienc by past people. dure the cours you will deciph the clue left behind in the skeleton of past peopl with the method and techniqu that are presented. you may also discov some clue hidden in your own skeleton and what they reveal about the life that you are living. want to know more? you can take a look at the cours trailer here https//www.youtube.com/watch?v=fji22txzprwmedicin lesion ancient dna ricket biolog anthropolog human learn dna dna paleopatholog tooth life-sci basic-sci

popul health predict analyticsadvancedpredict analyt ha a longstand tradit in medicine. develop better predict model is a critic step in the pursuit of improv health care we need these tool to guid our decision-mak on prevent measur and individu treatments. in order to effect use and develop these model we must understand them better. in thi cours you will learn how to make accur predict tool and how to assess their validity. first we will discuss the role of predict analyt for prevent diagnosi and effectiveness. then we look at key concept such as studi design sampl size and overfitting. furthermor we comprehens discuss import model issu such as miss valu non-linear relat and model selection. the import of the bias-vari tradeoff and it role in predict is also addressed. final we look at variou way to evalu a model - through perform measur and by assess both intern and extern validity. we also discuss how to updat a model to a specif setting. throughout the cours we illustr the concept introduc in the lectur use r. you need not instal r on your comput to follow the cours you will be abl to access r and all the exampl dataset within the coursera environment. we do howev make refer to further packag that you can use for certain type of analys � feel free to instal and use them on your computer. furthermor each modul can also contain practic quiz questions. in these you will pass regardless of whether you provid a right or wrong answer. you will learn the most by first think about the answer themselv and then check your answer with the correct answer and explan provided. thi cours is part of a master' program popul health manag at leiden univers current in development.sampl size determin prognost extern valid predict analyt measur estim imput statist rel chang and differ order pair bia varianc tradeoff data-sci data-analysi

fake new detect with machin learningbeginnerin thi hands-on project we will train a bidirect neural network and lstm base deep learn model to detect fake news from a given news corpus. thi project could be practic use by ani media compani to automat predict whether the circul news is fake or not. the process could be done automat without have human manual review thousand of news relat articles. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.fac recognit long short-term memori python program machin learn deep learn flask compil construct artifici neural network natur languag process softwar engin data-sci machine-learn

introduct to crm with hubspotbeginnerin thi project we will develop and util a crm in hubspot and learn how to util our crm to better grow and manag our business. hubspot is a cloud-bas custom relationship manag crm platform that can improv all aspect of your business. the hubspot crm is a launch pad to all other customer-fac team as it hous all custom data rang from contact inform to detail commun logs. hubspot allow you to incorpor your sale market and custom servic process into one all-inclus platform with their crm as the foundation. with it user friendli featur hubspot allow you to easili manag and grow your custom as well as improv your busi relationship with exist customers. best of all hubspot� crm is complet free! with �grow better� as their mantra hubspot ha master the crm game. also as a platform hubspot is abl to easili sync and work with other platform which allow you to incorpor everi aspect of your busi to better streamlin and manag your company. hubspot is an invalu tool that is sure to improv your company� growth product and brand! note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.hubspot sale custom relationship manag project custom relationship manag softwar leadership and manag sap erp market custom servic account busi leadership-and-manag

analyz macro-environment factor use createlyadvancedbi the end of thi 2 hour-long guid project you will be fluent in identifi and analyz busi market and how to discov their attract to new product and services. thi project is design to engag and har your visionari and exploratori abilities. you will be use proven model in competit strategi and the program creat to explor and analyz these models. thi is an import step for individu or compani want to explor new market for product or services. we will practic critic examin extern factor that could affect the busi sector. you will engag in evalu through exampl and hands-on practic examin factor effect busi includ polit econom social technolog legal and environmental. you will be readi to take an entrepreneuri idea through a scientif and logic process help you valid your idea for new busi or service.model plan analysi market econom environment factor project integr busi plan strateg analysi present busi business-strategi

protist evolut and ecolog of microbi eukaryotesadvancedlif on earth appear to be domin by higher plant and animals. yet an immens varieti of microbi eukaryot swarm in the foliag grass soil bog pond stream lake and oceans. these inconspicu organ are flagel alga ciliat sarcodin slime mold apicomplexans. thi assemblag is gener term the protists. our cours is to build a comprehens pictur of protistan diversity. the major step of eukaryot evolut will be in focus. by track phylogenet affin in protistan lineag we will elucid the major branch on the tree of eukaryot life. mani protist are unicellular. thi singl cell is simultan a self-suffici organ which is abl to sens move feed and repuls an attack on it own. therefor protistan cell often demonstr greater complex of organel structur and control than the special cell of metazoan anim and higher plants. we will explor how free-liv and parasit unicel implement locomot food acquisit digest osmot regul and how they accomplish their life cycle. we also will look into how protist interact with the environ and manag to be biolog success. within the six modul we will speak of 1 what protist are 2 flagel 3 sarcodin and slime mold 4 ciliat 5 apicomplexan and microsporidian and 6 final we will go over the modern phylogeni will summar life histori and discuss evolutionari trend in free-liv and parasit protists. thi onlin cours will have an option on-campu extens when the student have one week of practic exercis in the lab. use light microscopi they will observ explor and document live specimen and fix mount of nake and testat amoeba foraminiferan radiolarian heliozoan myxomycet flagel ciliat gregarin and coccidians.reproduct eukaryot cell excret phylogenet tree symbiosi evolut flagel parasit glycocalyx phylogenet life-sci basic-sci

javascript arithmet operatorsadvancedin thi intermediate-level project you will write javascript code to use arithmet oper in calculations. mani program applic requir calcul to determin tax amount coordin and squar footag among others. your abil to recogn and use the arithmet oper correctli move your javascript program skill to the next level. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.modulo oper factori .properti number spreadsheet mathemat null coalesc oper ternari condit oper operand arithmet order of oper computer-sci mobile-and-web-develop

introduct to web developmentconversantthi cours is design to start you on a path toward futur studi in web develop and design no matter how littl experi or technic knowledg you current have. the web is a veri big place and if you are the typic internet user you probabl visit sever websit everi day whether for busi entertain or education. but have you ever wonder how these websit actual work? how are they built? how do browser comput and mobil devic interact with the web? what skill are necessari to build a website? with almost 1 billion websit now on the internet the answer to these question could be your first step toward a better understand of the internet and develop a new set of internet skills. by the end of thi cours you�ll be abl to describ the structur and function of the world wide web creat dynam web page use a combin of html css and javascript appli essenti program languag concept when creat html form select an appropri web host servic and publish your webpag for the world to see. final you�ll be abl to develop a work model for creat your own person or busi websit in the futur and be fulli prepar to take the next step in a more advanc web develop or design cours or specialization.web web design html5 web develop web page javascript css web host servic html front-end web develop computer-sci mobile-and-web-develop

philosophi scienc and religion religion and sciencebeginnerphilosophi scienc and religion mark three of the most fundament mode of think about the world and our place in it. are these mode incompatible? put anoth way is the intellectu respons thing to do to �pick sides� and identifi with one of these approach at the exclus of others? or are they complementari or mutual supportive? as is typic of question of such magnitud the devil is in the details. for exampl it is import to work out what is realli distinct about each of these way of inquir about the world. in order to gain some clariti here we�ll be investig what some of the current lead thinker in philosophi scienc and religion are actual doing. thi cours entitl �religion and science� is the third of three relat cours in our philosophi scienc and religion onlin series. the cours will address five theme each present by an expert in the area. 1. scienc religion and the origin of the univers professor tim maudlin nyu 2. buddhism and scienc professor graham priest cuni 3. evolut and design dr kevin scharp st andrew 4. sin suffer and salvat evolut thorni issu dr bethani sollered oxford 5. human uniqu in scienc theolog and ethic professor david clough chester the first and second cours in the philosophi scienc and religion seri 'scienc and philosophy' and 'philosophi and religion' were launch in 2017 and you can sign up to these at ani time. it is not necessari to have complet these cours to follow thi course. howev complet all three cours will give you a broader understand of thi fascin topic. look for � philosophi scienc and religion i scienc and philosophi - https//www.coursera.org/learn/philosophy-science-religion-1 � philosophi scienc and religion ii philosophi and religion - https//www.coursera.org/learn/philosophy-science-religion-2 upon success complet of all three cours student will 1 understand the main paramet at stake in the current debat between scienc and religion. 2 have some familiar with the relev area of scienc that featur in the debate�includ cosmolog evolut and the neurosciences�and will have begun to engag with them conceptually. 3 have encount key philosoph approach to the interfac between scienc and religion and will have had the opportun to engag them in practice. 4 have embark construct in cross-disciplinari conversations. 5 have demonstr an open to person growth through a commit to dialogu across intellectu and spiritu boundaries. you can also follow us on twitter at https//twitter.com/ediphilonlin and you can follow the hashtag #psrmoocreason evolut belief mytholog religion thought logic irreduc complex greek mytholog philosophi arts-and-human philosophi

continu integrationadvancedin today' world softwar develop is highli complex and often ha larg team of develop work on small piec of a larger softwar project. thi cours will go over the basic principl of use a continu integr system effect to constantli improv software. we'r go to describ the differ station of continu test build integr and deploy process requir for devop practic and appli best practic for qualiti softwar manag and tool to accomplish iter softwar build & test processes. you will be abl to creat an autom job for continu build test integr and deploy with travi ci and use branch and project workflow to enhanc the qualiti speed and feedback loop for your softwar assets. we'll describ the attribut of determinist build and how they are appli within the ci pipelin and use the continu integr data and analyt to measur and improv the health of your softwar assets. autom at scale is now more achiev for softwar develop team as continu integr make it possible.flow network softwar develop process shippabl softwar configur manag euler' totient function reusabl packag softwar project manag devop continu integr computer-sci software-develop

capston your leadership challengeadvancedwelcom to the capston project cours in the coursera inspir leadership specialization! in the next 6 week you'll appli the skill you learn in the special to tackl a real world leadership challenge. to better meet your own goal of take thi special we will provid one capston project -person leadership challenge; you'll select one project to implement and will receiv assess from your capston peers. no matter which option you choos the capston project will examin your skill includ self-awar develop qualiti relationship and trust resili and how make decis entail a strong sens of responsibility. for the person challeng you will work on your own question address your capac to grow as a leader. a challeng can be a target object start a compani run a project design a product win a competit run a marathon� you have for yourself which put into question what you want to achiev and how. the capston will help you measur the challeng establish a process and build the step to meet your goals. whatev person challeng you choos specif question will attest to your capac to analyz and critic the the problem which is face by by yourself. the process that will drive the busi plan will follow step by step the relat circuit model develop in mooc2 �give sens to your leadership experience� and mooc3 �lead organizations� with it two phase of explor and projection. in the explor you will engag in a first step of holist percept of the problem use your sensibl skill to give a sens of perspect and give voic to you subject apprehens of the situat as a whole. the second stage of explor will involv your analyt skill to understand each and everi compon element of data relev to the challeng that play a role in defin the situation. and the third stage of explor will appli your relat skill where you will make sens and connect your subject percept with your analysis. you will share the explor result with peer to receiv feedback befor your can move on. the second phase the project part of your busi plan lead to recommend for the person challeng at stake. in the project phase you will first look at what the situat might be when you decent the problem in time and space. use benchmark and competit analysi you will work on differ scenario for the project outcomes. final with a view to build sens out of the challeng you will come up with recommend argu for a prefer scenario.human learn leadership i-dea postur news plan resili percept project design strateg manag busi leadership-and-manag

get start in gimpbeginnerin thi project you will learn how to use gimp to creat a digit postcard. you will be introduc to the gimp desktop and learn how to perform some of the most common edit techniqu to complet your project. by the end of the project you will know how to crop and resiz a photo how to add and enhanc text. you will know how to save a file for digit use and for re-editing. you will also be introduc to the power of layers. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.machin learn file shortcut adob photoshop creativ project order pair econom save java annot interfac computer-sci design-and-product

posit what you need for a success market strategyintermediateposit is the heart of ani market strategi the core that you must get right. it doe not matter whether you start with a clearli defin target group or with a differenti valu proposit you will need end up with a clear segment or segment upon which we build our market plan. in thi cours - the second in our market strategi special - ie professor ignacio gafo will guid you through the essenti stage of thi key market process start with the basic element that you will requir and decid on the market segment and marketing. the cours progress to examin the key market trend that you will encount and will provid you with a handi practic toolbox of skills. the cours featur interview with industri profession as well as on locat video where we quiz member of the public on their attitud toward thi key concept. after thi cours you will be in no doubt of where to posit your product and which segment you are go to attempt to attract.market plan proposit valu proposit market segment market strategi market strategi market econom process posit market busi market

intern law in action investig and prosecut intern crimesadvanced�investig and prosecut intern crimes� is the second cours in leiden university� new seri on intern law in action. the first cours cover intern court and tribun in the hagu in general. thi second cours provid an insid perspect into the work of intern crimin court and tribunals. you will learn about the investig and prosecut of intern crime in the hague. atroc produc unspeak form of violence. we will explor whether and how intern crimin justic contribut to what un secretary-gener ban ki moon call the �age of accountability�. the theori is those who commit the worst of human crime are held account whether they are rank-and-fil foot soldier or militari command whether they are lowli civil servant follow order or top polit leaders. we will test how thi can be done and if thi is realistic. dure thi cours you will be offer a look into the �kitchen� of the hagu intern crimin court and tribunals. you will learn how intern crimin justic function who the actor are what outcom it produc and how it can be improved. if you want to gain a better understand of intern crimin case like the lubanga case the icc� first ever trial and the legal legaci of un intern crimin tribun then thi cours is definit for you! thi cours is free to join and to particip in. there is the possibl to get a verifi certif for the cours which is a paid option. if you want a certif but are unabl to pay for it you can request financi aid via coursera.intern law human learn law polit scienc intern relat justic crime prosecut war crime crimin justic social-sci law

introduct to negoti a strateg playbook for becom a principl and persuas negotiatorintermediatethi cours will help you be a better negotiator. unlik mani negoti cours we develop a framework for analyz and shape negotiations. thi framework will allow you to make principl argument that persuad others. it will allow you to see beneath the surfac of appar conflict to uncov the underli interests. you will leav the cours better abl to predict interpret and shape the behavior of those you face in competit situations. in thi cours you will have sever opportun to negoti with other student use case studi base on common situat in busi and in life. you can get feedback on your perform and compar what you did to how other approach the same scenario. the case also provid a set to discuss a wide-rang set of topic includ prepar for a negoti make ultimatum avoid regret expand the pie and deal with someon who ha a veri differ perspect on the world. advanc topic includ negoti when you have no power negoti over email and the role of gender differ in negotiation. to close out the cours we will hear insight from three negoti expert linda babcock herb cohen and john mccall macbain. enjoy.strateg think game theori principl collabor you can negoti anyth strategi negoti commun allocentr strateg negoti busi business-essenti

plan for climat chang in african citiesadvancedclim chang pose a threat to econom growth and long-term prosper of mani countri around the world. africa is not an except consid the actual and potenti impact of climat chang and climat variabl that will threaten it vulner sector and human populations. african countri are project to experi chang rainfal pattern rise sea level and higher temperatur that will affect food secur agricultur product water avail and public health among others. these climat chang impact and climat variabl can further produc social and polit problem such as rural-urban migrat and water resourc disputes. furthermor the low level of develop in mani african countri as well as limit institut infrastructur and technic capac to respond success to climat chang impact and climat variabl can exacerb the situation. in term of contribut to greenhous ga ghg emiss although african countri are the lightest pollut it ha also becom appar that altern energi sourc can offset the increas energi demand and depend on biomass. address climat chang offer possibl for low-carbon development. moreov there are promis mechan that can address both climat chang action and develop goal simultaneously. at the citi level strengthen resili or the abil to respond to and absorb the effect of a hazard event in a time and effici manner and to sustain thi abil in the futur and adaptation; the process of adjust to actual or expect climat chang stimuli or their effect should be at the forefront of planning. local govern have an import role to play through the provis of adequ infrastructur regul of land use and other public servic that are crucial for urban resilience. mobil local govern in collabor with nation govern non-government organ and intern organ among other is also critic for an integr multi-sector approach to climat change. the cours on plan for climat chang in african citi provid the foundat for understand cities� exposur and sensit to climat chang and how citi can manag these impact in the face of grow uncertainty. it doe so by introduc the basic concept of urban resili and adapt by use illustr case studi in differ african cities. furthermor thi modul provid lectur on the differ approach for climat chang plan whether ad hoc strateg or mainstreaming; introduc the differ step in the plan cycl � from initi assess to monitor and evaluation; and present the differ decis support and assess tool for priorit climat chang actions. thi cours broaden the discuss on plan for climat chang by engag learner to appli their knowledg and practic their decision-mak skill in a simul exercise. in line with develop that minim the harm caus by climat chang impact while maxim the mani human develop opportun present by a more resili futur we ask what are the connect between urban risk and vulnerability? how is climat chang and urban resili conceptu and appli in practice? which polici and measur should be introduc to address climat change? final how to choos among differ measur that address climat chang adapt urban resili and other develop objectives? cours object at the end of thi cours learner should be abl to �\trecogn the effect impact and driver of climat chang in citi �\tunderstand the driver of urban risk and vulner in the context of climat chang �\tdistinguish the typolog approach and tension of climat chang adapt �\texplain the differ approach and step in climat chang plan �\texamin the decis support and assess tool for climat chang �\tdevelop a climat chang plan base on participants� citi contextsenvironment studi urban plan plan adapt climat chang sustain climat resili proactiv resili global citi physical-science-and-engin environmental-science-and-sustain

interview research and preparationadvancedthi cours the first in the "interview and resum write in english" special guid you to discov the interest talent and compet that you can use to find and do work that leverag your strength passion and who you are as a person so you can start do work that matter to you and to the world. whether you alreadi have a career and are look to move forward whether you�r look to chang career whether you�r start out in the world of work whether you�r come back into the world of work after some time away � thi cours will help you see your path more clearli and will teach you how to commun your valu to an employ in a way that he or she can immedi recognize. after complet thi cours you will be abl to 1 use your individu cognit social and emot trait togeth with area of interest to discov how to find the futur job that can give you the greatest satisfaction; 2 identifi transfer skill of greatest valu to the employ who have the job you�r interest in; 3 appli a simpl strategi for present your skill to an employ in an effect and convinc fashion.leadership and manag career interview r program report write commun courag speech linkedin english languag busi business-essenti

comput social scienc methodsbeginnerthi cours give you an overview of the current opportun and the omnipres reach of comput social science. the result are all around us everi day reach from the servic provid by the world� most valuabl compani over the hidden influenc of government agenc to the power of social and polit movements. all of them studi human behavior in order to shape it. in short all of them do social scienc by comput means. in thi cours we answer three question i. whi comput social scienc css now? ii. what doe css cover? iii. what are exampl of css? in thi last part we take a bird�s-ey view on four main applic of css. first prof. blumenstock from uc berkeley discuss how we can gain insight by studi the massiv digit footprint left behind today� social interact especi to foster intern development. second prof. shelton from uc riversid introduc us to the world of machin learn includ the basic concept behind thi current driver of much of today' comput landscape. prof. fowler from uc san diego introduc us to the power of social network and final prof. smaldino from uc merc explain how comput simul help us to untangl some of the mysteri of social emergence.digit footprint comput social scienc data mine social network analysi scientif method comput simul network analysi machin learn case studi simul data-sci data-analysi

the busi of socialintermediatein a 2014 studi of ceo and cmo ibm found 63% want social strategi which gener busi metric while onli 20% of busi worldwid actual have them. thi mean strategi which not onli grow your company� social footprint but link to your sale and market systems. with thi critic linkag your social and mobil strategi will provid you with the abil to engag consum at a 1-to-1 level and measur your social invest in term of cost revenu profit and roi. in thi fifth mooc of the social market special - "the busi of social" - you will learn how to transform your organization' social market from an untrack invest to an integr part of your company� market strategy. you will learn the legal consider involv as well as proven perform metric and manag tactic for success. addit mooc 5 faculti includ * rich gordon professor & director of digit innov medil northwestern * tom colling execut director spiegel research center and senior director distanc learn medil integr market commun northwestern * seth redmor cmo lexalyt inc. * jeff davidoff cmo donuts.domain * matt krull busi unit execut ibm secur * frank mulhern associ dean depart chair and professor integr market commun northwesternsoci media market social media media market leadership and manag social market market strategi digit market market strategi sustain busi market

web design for everybodi capstonebeginnerth capston will develop a professional-qu web portfolio. student will demonstr the abil to design and implement a respons site for a minimum of three platforms. adher to valid and access standard will be required. the evolv student implement will be review each week by capston peer and teach assist to make sure that the student keep up with the agenda of the course. upon complet of thi cours student will feel comfort creat and/or updat exist front-end site util exist framework and test site for access compliance. thi cours is onli open to student who have complet the first four cours in the web design for everybodi special introduct to html5 introduct to css3 interact with javascript and advanc style with respons design.javascript front-end web develop html respons web design css html5 web design bootstrap front-end framework web develop web computer-sci mobile-and-web-develop

html and css build a single-pag websitebeginnerin thi 1-hour long project-bas cours you will learn how to creat a singl page websit for an imaginari travel agent use html and css. html and css are the core for build ani websit or web applic and are indispens knowledg for ani web developer. html enabl the creation of the web page layout and structur while css enrich the html page by ad the style and feel to them. eventu you will be abl to use the knowledg acquir on far complex project that employ these technolog in one way or another. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.html and css html5 web access project html web web develop css web page web design computer-sci mobile-and-web-develop

japanes for beginn 1beginnerjapanes languag ha becom extrem popular among learner in recent year sinc it is the best way to explor one of the richest and most mysteri cultur of the modern east. thi cours is aim at those who are interest in understand japanes way of think and view of the world through learn the language. cours materi are provid by the teach staff from the depart of japan studies. upon complet of thi cours the learner will be abl 1. to read simpl text in japanes and write use the hiragana and katakana script as well as the kanji characters. 2. to understand basic vocabulari in speech and use it in everyday commun situations. 3. to form their own sentenc use the provid grammar material. the cours provid extens materi on japanes grammar phonet write system and commun etiquett as well as exercis for learner to appli the new knowledge. the vocabulari of the cours consist of more than 200 words. those who are interest in continu their learn of japanes languag can proceed to the second part of thi cours - japanes for beginn 2.english languag languag materi phonet languag learn japanes languag adject korean languag euler' totient function grammar language-learn other-languag

style imag with cssbeginnerin thi intermediate-level cours you will explor how css cascad stylesheet can be use to alter the appear of an imag on your web page. html is use to add imag content to a websit and css is use to make that content visual appeal to websit visitors. you will use the notepad++ editor to write css rule with a varieti of selector and properti that are appli to imag to chang their appearance. the chrome browser is use to display the page to test the result of your work. css is a veri power tool and use it to gain more control over the visual aspect of imag is a valuabl skill for a web developer. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.adob illustr web develop project .properti web page order pair javascript html css web computer-sci mobile-and-web-develop

improv your statist inferencesbeginnerthi cours aim to help you to draw better statist infer from empir research. first we will discuss how to correctli interpret p-valu effect size confid interv bay factor and likelihood ratio and how these statist answer differ question you might be interest in. then you will learn how to design experi where the fals posit rate is control and how to decid upon the sampl size for your studi for exampl in order to achiev high statist power. subsequ you will learn how to interpret evid in the scientif literatur given widespread public bia for exampl by learn about p-curv analysis. final we will talk about how to do philosophi of scienc theori construct and cumul scienc includ how to perform replic studi whi and how to pre-regist your experi and how to share your result follow open scienc principles. in practic hand on assign you will learn how to simul t-test to learn which p-valu you can expect calcul likelihood ratio' and get an introduct the binomi bayesian statist and learn about the posit predict valu which express the probabl publish research find are true. we will experi the problem with option stop and learn how to prevent these problem by use sequenti analyses. you will calcul effect size see how confid interv work through simul and practic do a-priori power analyses. final you will learn how to examin whether the null hypothesi is true use equival test and bayesian statist and how to pre-regist a studi and share your data on the open scienc framework. all video now have chines subtitles. more than 30.000 learner have enrol so far! if you enjoy thi cours i can recommend follow it up with me new cours "improv your statist questions"hypothesi statist infer bayesian infer bayesian statist gener statist bayesian infer p-valu statist power statist hypothesi test data-sci probability-and-statist

build a googl firebas web applicationbeginnerin thi 2-hour long project-bas cours you will gain hands-on experi with one of the hottest web and mobil develop backend servic googl firebase. if you have some experi with html css and javascript and want to start develop multi-platform applic thi cours is for you! by the end of thi cours you will understand the fundament of googl firebas and be abl to creat and build a firebas web applic with ease.web develop html data scienc mobil develop javascript web applic web css front and back end project computer-sci mobile-and-web-develop

studi at japanes universitiesbeginnerar you interest in studi at japanes universities? do you want to learn about japan� univers applic and enrol process as well as the type of program on offer? thi cours will help you to both discov great program offer by differ japanes univers and prepar a studi plan through project-bas learning. we introduc a number of option to match a varieti of goal from full degre to non-degre program program taught in english as well as short-term program in japan. dure the cours intern student at utokyo will provid you with use inform and advic to start you on the path to studi in japan. at the end of thi cours you will produc a draft of your action plan for appli to japanes universities. the overal goal of the cours is to start you off on the right foot to a happi product and fulfil student life in japan!educ plan japanes languag order pair human learn doubt self-motiv english languag term time cost personal-develop personal-develop

mathemat biostatist boot camp 1intermediatethi class present the fundament probabl and statist concept use in elementari data analysis. it will be taught at an introductori level for student with junior or senior college-level mathemat train includ a work knowledg of calculus. a small amount of linear algebra and program are use for the class but not required.gener statist likelihood function student residu biostatist confid boot confid interv euler' totient function normal distribut probabl math-and-log math-and-log

creat sound for electron musicadvancedwhat you�ll achiev in thi project-cent course* you will creat sound and use them in your own music compositions. whether you'r an aspir produc compos or hobbyist thi cours will help you gain skill in music product and confid use softwar synthesizers. along with your classmat you will creat a massiv databas of design sound or patch to use in your compositions. as part of the cours you will work with a free version of fxpansion strobe 2. what you�ll need to get start thi cours is design for learner who are familiar with music product basic and who have access to some basic music product equipment. specif you should have experi with a digit audio workstat that support vst aax or au plugin introduct to music product or pro tool basic are recommend if you do not have thi experience. you will also need a midi keyboard or control such as an oxygen 8 a digit audio workstat such as pro tool and fxpansion strobe 2 a free 90-day demo will be provid for coursera learner in thi course. *about project-cent cours thi is a �project-cent course� which mean it is design specif to help you complet a person meaning real-world project with your instructor and a commun of learner with similar goal provid guidanc and suggest along the way. by activ appli new concept as you learn you�ll master the cours content more efficiently; you�ll also get a head start on use the skill you gain to make posit chang in your life and career. when you complet the cours you�ll have a finish project that you�ll be proud to use and share.u.s. secur and exchang commiss ableton electron music music sound video edit chord sound design order pair electron arts-and-human music-and-art

corpor financi decision-mak for valu creationbeginnerin thi cours particip will learn about the key financi decis modern corpor face as well as the altern method that can be employ to optim the valu of the firm� assets. thi is part of a special in corpor financ creat in partnership between the univers of melbourn and bank of new york mellon bni mellon.publ offer restructur market econom corpor bond financ sharehold valu proposit initi public offer cash flow underli financ busi financ

advanc valuat and strategi - m&a privat equiti and ventur capitaladvancedhi and welcom to thi course! would you like to learn about the latest valuat method that may help you to make better busi decisions? then 'advanc valuat and strategi � m&a privat equiti and ventur capital' by erasmu univers rotterdam is the right cours for you! thi cours is help for execut that need to valu complet strategi and for all student interest in corpor financ and strategy. we present the latest tool and show you how to appli them! we will revolution your way of decis make by extend static techniqu from corpor financ with dynam method to quantifi strateg thinking. tradit we assess the attract of an invest as a matur busi where futur cash flow mainli result from past decisions. but in an ever-chang world strateg decis determin the firm� long-term success and market value. yet manag often have to consid these long-term implic use intuit and experi alon with littl guidanc from structur quantit analysis. our treatment goe far beyond the use of standard valuat analysis. we introduc the expand npv which bring togeth dcf real option and game theory. think in term of option game and adapt strategi may help manag address strateg question such as how do you valu a leverag buyout? how can you valu a high-tech ventur with neg cash flows? when should you invest in new ventur in stages? how can you incorpor rival bidder in the analysis? the tool we provid can improv your decis in busi and in daili life. * who is thi class for? we hope that our cours appeal to graduat student in financ econom and busi as well as to high-rank profession and a gener audience. thi cours is particularli interest for ventur capitalist privat equiti investor invest banker ceo cfo and those who aspir these affiliations. we offer thi mooc at 3 level 1.execut summari thi 1-week modul provid critic insight into the principl of corpor valuat and strategy. thi is access for time-constrain execut and the gener audienc without ani prior knowledge. 2. student level thi level involv an understand of the technic details. thi level requir basic knowledg of concept in corpor financ e.g. the time valu of money financi statement analysi capit structur and the relat between risk and returns. learner of thi level can skip week 1. 3. honor level honor certif thi level is challeng engag and compel to an intellectu rigor student.gam theori valuat of option option strategi real option valuat busi valuat valuat financ strategi financ real option merger & acquisit busi financ

introduct to intern crimin lawintermediate-- about the cours -- from the nuremberg trial to the case against saddam hussein from the prosecut of al-qaeda terrorist to the trial of somali pirat � no area of law is as import to world peac and secur as intern crimin law. taught by one of the world� lead expert in the field thi cours will educ student about the fundament of intern crimin law and policy. we will explor the contour of intern crime such as genocid war crime terror and piracy. we will examin uniqu mode of intern crimin liabil and special defenses. and we will delv into the challeng of obtain custodi of the accus and maintain control of the courtroom. -- cours syllabu -- thi cours compris eight unit or "modules". each will includ an assign read typic an articl or book chapter as well as a simul design to bring the read to life. i will also offer video lectur on each of the topic accompani by slides. in addit there will be onlin role-play exercis and debat enabl the student to share their own insights. the order of class session will be 1 histori from nuremberg to the hagu 2 intern crime part 1 war crime genocid crime against human and tortur 3 intern crime part 2 terror and piraci 4 special mode of liabil command respons co-perpetr and incit 5 special defens insan obedi to order duress and head of state immun 6 gain custodi of the accus extradit lure abduct and target kill 7 pre-trial issu plea bargain self-represent and exclus of tortur evid 8 maintain control of the courtroom -- recommend background -- you don�t have to be a lawyer and there are no prerequisit for thi course. howev the cours will be conduct at the level expect of advanc undergradu students. therefor for all particip read and write comfort in english at the undergradu colleg level is desirable. -- suggest read -- student should read the assign onlin materi for each unit in advanc of the class session. in addit student are invit to subscrib to �war crime prosecut watch � a free bi-weekli e-newslett that summar the latest develop in the field of intern crimin law. -- cours format -- thi cours is made up of eight content units. each unit is base on an onlin read assign a video lectur of about one hour in length and one or more role play exercis to stimul on-lin discussion. the cours also offer in-video enrich quizz ungrad for each unit a ten question multipl choic midterm diagnost exam ungrad and a ten question true/fals final exam. -- faq-- how will thi cours be graded? thi cours is grade on completion. in order to complet the cours each student must 1 finish each modul or �lesson�; 2 write at least one essay respons of 200 word or more for at least one simul throughout the course; and 3 get a score of 6 out of 10 or better on the final exam. what resourc will i need for thi course? for thi cours all you need is an internet connect and the time to read and discuss the excit materi avail online. what is the coolest thing about thi course? the topic we will be discuss are rip from the headlines. the topic are often controversi and thought-provok and alway exciting.intern law histori intern relat legal research crime justic crimin justic law terror prosecut social-sci law

innov financ hack financ to chang the worldintermediateto address global poverti - do we realli not have enough resourc or do we not have the right tool to alloc our resources? the tool of financ when appli correctli can be an enabl of social and environment outcomes. thi cours is design to give you the abil to build innov financ strategi that work toward outcom such as financi inclus access to energi and access to education. the innov financ process ha five key components. it start with identifi the outcom you are look to achiev and next move on to due diligenc your issu area use techniqu like design think to make sure you are design with the end user. next you must map all of the resourc avail for your outcom and then discov opportun to augment these through busi model innov multi-stakehold partnership and innov financi structures. final the last step is to put all of these piec togeth to design an innov financ strategy. each week dive into a compon of the process use exampl and real case studi from social entrepreneur non-profit develop funder impact investor govern foundat and more. over five week you�ll learn about new type of revenu creation financ approach busi model and partnerships. by the end of the cours you�ll have the abil to hack financ for social change. watch the cours trailer https//www.youtube.com/watch?v=tsmuocjgqkwmicrofin specif risk fund design think innov resourc strategi financ revenu due dilig busi financ

capston - launch your own business!advancedit is a clich� but nevertheless veri true. experi is the best teacher. it is also the best confid builder. it is time for you to take action! the concept and skill present throughout the cours in the special are appli in thi capston cours where you will launch an actual business. it will not be a busi concept describ on paper but a function busi with legal statu in your particular government jurisdict develop within your avail resourc whatev they are and challeng to gener revenue. one of the greatest benefit of thi special is the busi develop environ provid by the popul of learners. at the point of the capston cours your thousand of fellow learner becom consult capabl of refin and ad valu to your busi concept they may also be potenti custom or at the veri least allow you to observ the like reaction from potenti customers. with the experi of launch thi startup and the execut capabl and confid gain from that experi it is our desir that you repeat the process and launch anoth startup or a bigger version of thi startup. hope go on to launch anoth and anoth and anoth evok anoth clich� 'practic will make perfect'.limit partnership account plan busi pre-ord busi plan entiti concept entrepreneurship servic mark purchas e-commerc busi entrepreneurship

introduct to self-driv carsintermediatewelcom to introduct to self-driv car the first cours in univers of toronto� self-driv car specialization. thi cours will introduc you to the terminolog design consider and safeti assess of self-driv cars. by the end of thi cours you will be abl to - understand commonli use hardwar use for self-driv car - identifi the main compon of the self-driv softwar stack - program vehicl model and control - analyz the safeti framework and current industri practic for vehicl develop for the final project in thi cours you will develop control code to navig a self-driv car around a racetrack in the carla simul environment. you will construct longitudin and later dynam model for a vehicl and creat control that regul speed and path track perform use python. you�ll test the limit of your control design and learn the challeng inher in drive at the limit of vehicl performance. thi is an advanc cours intend for learner with a background in mechan engin comput and electr engin or robotics. to succeed in thi cours you should have program experi in python 3.0 familiar with linear algebra matric vector matrix multipl rank eigenvalu and vector and invers statist gaussian probabl distribut calculu and physic forc moment inertia newton' laws. you will also need certain hardwar and softwar specif in order to effect run the carla simul window 7 64-bit or later or ubuntu 16.04 or later quad-cor intel or amd processor 2.5 ghz or faster nvidia geforc 470 gtx or amd radeon 6870 hd seri card or higher 8 gb ram and opengl 3 or greater for linux computers.fe forward control comput program safeti simul python program feed uri scheme model mathemat model iso 26262 autonom car computer-sci software-develop

bond & stocksintermediatethi cours is an introduct to bond and stock and how they are valu use the principl of time valu of money tvm cover in the two preced cours in thi specialization. you�ll learn how money is rais by busi to support or expand their operations. sinc individu and household typic lend money to govern and busi thi cours will help you make person financi decision-making. thi cours is part of a special titl �foundat financ for strateg decis making� and is help if you are interest in appli to an mba degre program or learn the foundat of financ to be more effect in your career. the pedagogi of the cours is appli and problem-bas with assign cover everi part of the cours that each contain multipl problem that by design are introductori and simpler than the more real-world applic you will confront in the real world and more advanc courses. the assign are all design by the faculti lead and machin graded.fin price bond valuat stock matur financ govern bond dividend invest market data stock market busi financ

re-imag god in korean contextintermediatethi cours will be an overview of a develop of the theolog method in relat to korea� cultur context. complet the cours the learner can understand cultur influenc on the dynam develop of korean church and indigen theology; they can also gain an insight into their own imag of god and theolog imagin in their own cultur context.unconsci intellect religion missionari interpret korean languag human spirit spiritu shaman biblic interpret journal arts-and-human philosophi

protect cloud architectur with alibaba cloudbeginnerth secur exam prepar cours is a seri of onlin cours cover topic includ linux and window os basic and oper network fundament host secur applic secur network secur and data security. it is design to help you understand how these product work how they should be use and help you gain the requir knowledg to prepar for the aca/acp level cloud secur specialist.perform wi-fi encrypt data secur wireless network interfac control index secur switch web histori computer-sci software-develop

plan your client' wealth over a 5-year horizonintermediatein thi capston project you will have to choos between three differ charact each with a uniqu set of financi constraint and object and design an appropri wealth plan for them over the next 5 years. you will have to use the knowledg you gain in each of the four preced cours to reach that objective. inde you will need to know which asset to consid and how to manag them depend on chang in the econom outlook cours 1 how to evalu and deal with your character' emot bias in order to suggest them a wealth strategi they will be abl to follow cours 2 how to build an optim portfolio and manag it risk onc the strategi ha been design cours 3 and how to adequ measur the perform of your plan while take advantag of invest vehicl and futur trend in the invest manag industri to further your character' goal cours 4. thi capston project wa design in collabor with ub our corpor partner who benefit from year of experi in guid client with their wealth planning.invest bank wealth manag invest manag asset manag trade stock market financ leadership and manag invest risk busi financ

e-learn ecolog innov approach to teach and learn for the digit ageintermediatefor three decad and longer we have heard educ and technologist make a case for the transform power of technolog in learning. howev despit the rhetor in mani way and at most institut site educ is still rel untouch by technology. even when technolog are introduc the chang sometim seem insignific and the result seem disappointing. if the print textbook is replac by an e-book do the social relat of knowledg and learn necessarili chang at all or for the better? if the pen-and-pap test is mechan doe thi chang the natur of our assess systems? technolog in other word need not necessarili bring signific change. technolog might not even repres a step forward in education. but what might be new? how can we use technolog to innov in education? thi cours explor seven afford of e-learn ecolog which open up genuin possibl for what we call new learn � transform 21st centuri learn 1. ubiquit learn 2. activ knowledg make 3. multimod mean 4. recurs feedback 5. collabor intellig 6. metacognit 7. differenti learn these afford if recogn and har will prepar learner for success in a world that is increasingli domin by digit inform flow and tool for commun in the workplac public space and person life. thi cours offer a wide varieti of exampl of learn technolog and technolog implement that to vari degre demonstr these afford in action. -------------------------------- recommend background -------------------------------- thi cours is design for peopl interest in the futur of educ and the "learn societi " includ peopl who may wish to join educ as a profess practic teacher interest in explor futur direct for a vocat that is current undergo transform and commun and workplac leader who regard their mission to be in part "educative." -------------------------------- relat resourc -------------------------------- thi cours is base on the follow book https//www.amazon.com/learning-ecologies-bill-cope/dp/1138193720 addit onlin resourc are avail here https//newlearningonline.com/e-learn -------------------------------- take thi cours for credit at the univers of illinoi -------------------------------- thi cours ha the same content and anticip the same level of contribut by student in the e-learn ecolog cours offer to graduat certif master and doctor level student in the learn design and leadership program in the colleg of educ at the univers of illinois. of cours in the natur of mooc mani peopl will just want to view the video and casual join some of the discussions. some peopl say that these limit kind of particip offer evid that mooc suffer from low retent rates. far from it � we say that ani level of engag is good engagement. on the other hand if you would like to take thi cours for credit at the univers of illinoi you will find more inform about our program here https//newlearningonline.com/kalantzis-and-cope/learning-design-and-leadership-program and you can appli here https//education.illinois.edu/epol/programs-degrees/ldl -------------------------------- the learn design and leadership seri of mooc -------------------------------- thi cours is one of a seri of eight mooc creat by bill cope and mari kalantzi for the learn design and leadership program at the univers of illinois. if you find thi mooc help pleas join us in others! e-learn ecolog innov approach to teach and learn for the digit age https//www.coursera.org/learn/elearn new learn principl and pattern of pedagogi https//www.coursera.org/learn/newlearn assess for learn https//www.coursera.org/learn/assessmentforlearn learn knowledg and human develop https//www.coursera.org/learn/learning-knowledge-human-develop ubiquit learn and instruct technolog https//www.coursera.org/learn/ubiquitouslearn negoti learner differ toward product divers in learn https//www.coursera.org/learn/learnerdiffer literaci teach and learn aim approach and pedagogi https//www.coursera.org/learn/literacy-teaching-learn multimod literaci commun and learn in the era of digit media https//www.coursera.org/learn/multimodal-literaciesadult educ train and develop teach educ instruct design pedagogi onlin learn differenti instruct educ psycholog ecolog social-sci educ

us social servic where did they come from?intermediateth cours probe the format of social polici in the unit state from it veri first cultur and religi roots. start with the transit from hunter-gather group to agrarian villag the cours will examin the passag of the poor law that shape social polici through the coloni period until the begin of the 20th centuri when the challeng of make the industri citi livabl gave rise to the develop of the welfar state. as part of thi transform the provid of social welfar shift from the local commun to the state to the feder government. the cours end with an explor of the debat regard the role of govern in the late 20th centuri should it foster entitl or self-sufficiency? thi cours address issu of power oppress and white supremacy. the cours is part of a sequenc in social polici that ha an honor track. thi track will prepar the learner for masters-level work in polici which involv read the literatur write concis summari and probe critiques. over the sequenc the learner will develop a polici analysi that will creat a foundat for profession polici analyst assignments.publ health health polici safeti welfar state influenc market feder reserv system histori social work sanit qualiti of life social-sci governance-and-societi

anatomi cardiovascular respiratori and urinari systemsintermediatein thi anatomi cours part of the anatomi special you will explor the interact relationship of the cardiovascular respiratori and urinari system and the role they play in your body. thi cours is a primer for the cardiovascular respiratori and urinari system in which student learn the pertin detail of the structur and function through a combin of lectur video label activ and quizzes.lymph node patholog lymph vein anatomi human error assess and reduct techniqu urinari system arteri valv blood life-sci basic-sci

analyz np survey data in googl sheetsadvancedwhat if there wa a metric that could drive insight into how to keep custom and translat their loyalti into posit word-of-mouth? of cours we�d leverag that metric to mine insight from custom experi survey data. in thi project you will explor the metric that offer these action insight net promot score or np is the custom experi metric that report the state of custom loyalti and whether-or-not they will natur act as a brand ambassador. net promot score metric are collect in all environ from the busi locat to the web. they are also collect in a varieti of frequencies. transact np occur immedi follow a servic or product purchas and relat np is measur less frequent captur the customer� overal brand perception. you will examin the np metric in thi project by conduct a net promot score analysi and creat a visual to quickli report your find in googl sheets. by the end of thi project you will be abl to confid analyz net promot score survey data and report your find to a profession audienc use ani spreadsheet software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.chart spreadsheet measur project spreadsheet softwar mathemat optim audienc softwar data document use case busi market

leadership in 21st centuri organizationsbeginnermeet jim barton the new ceo of santa monica aerospace. jim' job won't be easi the company' hemorrhag cash struggl to regain investors' trust after an account scandal and strive to transform it cultur to becom a more global competitor. in thi cours you�ll travel with jim as he take on leadership challeng rang from strategi execut to inspir peopl to maintain an ethic approach. expert agre that twentieth-centuri leadership practic are inadequ for the stormi twenty-first-centuri present. thi provoc cours equip you with the insight you'll need to rise with the occas of a rapidli shift busi landscape. the cours is base on a book harder than i thought adventur of a 21st centuri leader by robert d. austin richard l. nolan and shannon o'donnel publish by harvard busi review press. purchas of the book is optional. if you want more inform about the book or wish to buy it see https//hbr.org/product/harder-than-i-thought-adventures-of-a-twenty-first/an/10332-hbk-eng or http//www.amazon.com/harder-than-thought-adventures-twenty-first/dp/1422162591 after take the cours you'll be abl to o enact your own person leadership approach deriv from your ongo evalu of how jim barton ha handl hi leadership situat as well as from establish leadership concept and frameworks; o avoid leadership action that might have work in the past but are not suit to a newli challeng 21st centuri world; o navig treacher new 21st centuri leadership challeng such as greater relianc on special worker or the need to respond to extern scrutini in an increasingli transpar world and mani more; o avoid "slipperi slope" ethic failur and think more clearli about the separ between public and privat life for a 21st centuri leader.team manag leadership innov strateg manag chief execut offic crisi collabor leadership and manag motiv commun busi leadership-and-manag

better busi write in englishadvanceddo you need to write more easili and effect in english? thi cours will provid the tool to help you do just that. you will develop your person voic in your writing. you will develop strategi to plan and produc clear understand text. you will learn and practic specif write skill to use in differ type of busi commun includ cover letter mission and vision statement propos instruct and reports. you will organ design and write clear text for power point productions. write skill includ how to choos correct noun and noun modifiers; how to choos correct verb form and tenses; how to write a varieti of claus and sentences. as you work through the cours you will complet self- and peer-evaluations. mani of the peer assign will have 2 or more option so that you can choos the best path depend on your current situation. through a combin of lectur quizz supplementari resourc practic and perform you�ll gain the skill and confid to write well in english for your busi and profession purposes.writ offic administr busi administr english languag vision statement english grammar propos write grammar busi write report write language-learn learning-english

nanotechnolog and nanosensor part 2intermediatelearn about novel sens tool that make use of nanotechnolog to screen detect and monitor variou event in person or profession life. togeth we will lay the groundwork for infinit innov applic start from diagnosi and treatment of diseas continu with qualiti control of good and environment aspect and end with monitor secur issues. nanotechnolog and nanosensor are broad interdisciplinari area that encompass biochemistri physic biolog materi scienc electr engin and more. the present cours will provid a survey on some of the fundament principl behind nanotechnolog and nanomateri and their vital role in novel sens properti and applications. the cours will discuss interest interdisciplinari scientif and engin knowledg at the nanoscal to understand fundament physic differ at the nanosensors. by the end of the two part of the cours student will understand the fabric character and manipul of nanomateri nanosensor and how they can be exploit for new applications. also student will appli their knowledg of nanotechnolog and nanosensor to a topic of person interest in thi course. - - - - - - - -- -- -- - - - - cours object the cours main object is to enhanc critic creativ and innov thinking. the cours encourag multicultur group work construct intern 'think tanks' for the creation of new ideas. throughout the cours you will be ask to reflect upon your learn think "out of the box" and suggest creativ ideas. the two part of the cours are set to encourag the understand of 1. the import of nanoscal materi for sens applications. 2. approach use for character sensor base nanomaterials. 3. approach use for tailor nanomateri for a specif sens application. 4. metal and semiconductor nanoparticles. 5. organ and inorgan nanotub and nanowires. 6. optic mechan and chemic sensor base on nanomaterials. 7. hybrid nanomaterial-bas sensors. ---------------- we recommend that you read the follow supplementari read materi -ji?� janata principl of chemic sensor springer 2d edit 1989. -roger georg jackson novel sensor and sens crc press 2004. teach team about professor haick hossam professor hossam haick is an expert in the field of nanotechnolog nanosensor and non-invas diseas diagnosis. prof. haick is the recipi of the prestigi mari curi excel award erc award and the fp-7 health award. he is also the recipi of more than 42 intern honor and prize for hi achiev includ a knight of the order of academ palm confer by the french govern and the �list of the world� top 35 young scientists� and the discoveri award of the bill & melinda gates. prof. haick is the founder and the leader of a european consortium of eight univers and compani for the develop of advanc gener of nanosensor for diseas diagnosis. he also serv as an associ editor of the two journal and serv as an advisori consult to the chemic abstract servic ca � the world' author for chemic inform - a senior scientif advisori member of sever nation and intern compani and institut and as a scientif evalu in the european commission. email hhossam@technion.ac.il cours staff meital bar-segev teach assist receiv her b.a. cum laud in chemistri and b.sc cum laud in materi engin from the technion � israel institut of technolog both in 2010. dure her studi she work in a student posit at tower semiconductor ltd. after graduat she work at alfr mann institut in the technion amit as a process develop engineer. current she perform her ph.d. degre direct track in the russel berri nanotechnolog institut rbni of the technion under the supervis of prof. hossam haick. the research of meital focus is the develop of electron skin base on nanoparticles. abeer wat teach assist receiv her b.sc. and m.sc. in transport and highway engin from the technion. she is a ph.d. student at the faculti of educ in scienc and technolog at the technion under the supervis of asst. prof. miri barak. she receiv a second master degre in educatu in scienc and technolog from the technion in 2013. her research focus on scienc educ and inquiry-bas laboratories. current abeer work as a lectur at al-qasemi academ colleg of educ where she serv also as the head of civil engin department. maya usher teach assist receiv her b.a. and m.a. cum laud in commun studi from sapir academ colleg and ben gurion university- israel 2009; 2013 respectively. current maya is a phd. candid at the faculti of educ in scienc and technolog at the technion under the supervis of asst. prof. miri barak. her research focus on examin onlin collabor learn in small multicultur groups. muhammad khatib teach assist receiv hi b.sc in biochem engin from the technion � israel institut of technolog 2015. hi final research project conduct with prof. avi schroeder dealt with har liposome-bas drug deliveri system to applic in precis agriculture. current he perform hi ph.d. special track in the depart of chemic engin of the technion under the supervis of prof. hossam haick and hi research focus on self-heal devic for monitor infecti diseases. miri barak pedagog advisor assist professor at the faculti of educ in scienc and technolog technion- israel institut of technology. she is the head of the scienc and learn technolog group and the advisor of graduat students. her academ activ focu on develop integr and evalu scienc educ curricula at school and higher educ levels. her studi involv the use of inform and commun technolog ict with emphasi on emerg web-2.0 and cloud applic to foster meaning learn and high-ord thinking.transport engin biomed engin electron chemic engin carbon civil engin robot electr engin electron skin nanotechnolog physical-science-and-engin chemistri

financ for startupsbeginnerfin is one of the key ingredi for success startups. mani entrepreneur howev lack knowledg of finance. thi cours teach basic financi knowledg need in start and oper startup to entrepreneur or would-b entrepreneur who did not major in finance. student of thi cours will learn to read and understand financi statement such as balanc sheet incom statement and cash flow statements. they will also practic simpl financi plan of a startup. thi cours also cover the concept compani valuat as well as how startup get funding. thi is a practic cours aim at direct applic of the knowledg gain into run real startups. it also aim to enabl entrepreneur and would-be-entrepreneur to understand the "languag of finance" so that they can talk to profession with confidence.incom statement ventur capit cash flow statement account financ cash flow financi statement balanc sheet bookkeep cash is king busi financ

softwar defin networkingadvancedin thi cours you will learn about softwar defin network and how it is chang the way commun network are manag maintain and secured.forward plane network manag inter-domain softwar home network wireless network comput network cisco software-defin network data center computer-sci computer-security-and-network

network and secur architectur with vmware nsxintermediatethi 8 week onlin cours equip learner with the basic of network virtual with vmware nsx. to get the most of thi cours you should have familiar with gener it concept of rout switch firewal disast recoveri busi continu cloud and security. at the end of the cours you will be abl to �\tunderstand network virtual basic �\tdescrib nsx busi valu and use case �\texplain how nsx is differ from tradit network �\tsummar network and secur solut architectur with vmware nsx around these key area + micro-segment + autom with openstack + autom with vmware vrealiz autom + disast recoveri and busi continu + oper transform �\tdemonstr understand through hands-on experi �\tdevelop a learn plan for network virtual certif if you are new to network virtual download our network virtual for dummi guide. http//learn.vmware.com/36350nsxitautomationreg?src=af5acfd24cebb90&cid=70134000001yr9b all hand on lab referenc in thi cours are option and avail for free. direct link to free lab can be found on the resourc tab or you can access our full librari at https//labs.hol.vmware.com/hol/catalogs/catalog/877network administr solut architect oper transform solut architectur control plane cisco cloud comput hypervisor manag plane data center information-technolog network

content strategi for profession capston projectadvancedth capston project will let you demonstr all that you have learn throughout the content strategi specialization. it is an excit learn experi that take you through develop an effect content strategi packag to meaning understand it scope and impact. the capston is center on a fiction web startup wish i wa there which aim to be the go-to travel guid for anywher in the world use recommend crowdsourc from local experts. while it is not a real compani the assign you are ask to complet is similar to the work you would do in the real-world. by the time you�v finish develop your respons to thi case you will see how it directli relat to what confront you in your own work. for the capston assign assum you have been select to develop a content strategi for the section of wish i wa there� websit for the region peopl and cultur where you live and work. you will need to creat a visual mock-up of a webpag that appeal to the audienc you want to reach as well as a comprehens plan to engag with them.cr content develop intern commun content market content strategi market econom commun social media content manag system market busi market

evalu profit margin with vlookup in googl sheetsbeginnerdata can come our way in multipl form and from multipl file types. it� like that at some point you will work with queri and data where multipl condit must be appli in order to pull out accur information. vlookup is a function that can quickli search for match condit and calcul valu such as total and profit margin. appli multipl condit can seem like a time-consum task so it� critic to leverag vlookup to quickli extract busi intelligence. the function doe thi by treat a section of a spreadsheet as a lookup table. in thi cours you will gain experi calcul and evalu profit margin with vlookup. you will do thi in your hands-on project as we work side-by-sid in the free-to-us softwar googl sheets. by the end of thi cours you will understand use case for use vertic lookup function to extract data and you will be abl to confid appli vlookup formula to calcul data with specif condit in ani spreadsheet software. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.spreadsheet softwar lookup tabl financ evalu busi intellig gross margin profit margin cost spreadsheet softwar busi financ

take the lead on healthcar qualiti improvementadvancedin thi cours you will learn about the import of qualiti in healthcar and how you can contribut by implement a qualiti improv qi project to improv process of care and patient outcomes. you will learn about power tool to add to your qi �toolbox� dure short lectur and reflect exercises. you will appli these tool to the implement of a qi project in your own practic set or an area of person improvement. at the complet of the cours you will have a storyboard that captur your qi project success to share with others. the qi project will be consid within the context of interprofession team and from a system perspective. the object of thi cours is to empow you the work healthcar profession to improv your knowledg and skill in the scienc of qualiti improv so that you can take action in your own clinic set to improv the qualiti of care for your patient and their families.internet model psycholog control chart lectur process patient safeti blame healthcar qualiti latex personal-develop personal-develop

brand new brandbeginnerthi cours is the culmin of the graphic design special and give you an opportun to tie togeth your knowledg and skill into a singl project a brand develop guid for a compani you will invent. thi cours take you through the entir design process from ideat to creation to presentation. through the guid you will be creat and give a visual ident to an imaginari start-up compani and appli that visual ident to a number of forms. you will also develop a logotyp and accompani graphic palett to visual repres your compani as well as appli that design to a number of differ applic to see it at work. note onli learner who have earn a certif in the four previou cours in the special are elig to take the capstone.illustr graphic design adob photoshop mind map typographi creativ brand ident adob indesign brand comput graphic arts-and-human music-and-art

health care it challeng and opportunitiesbeginnera strong argument can be made that the health care field is one of the most information-intens sector in the u.s. economi and avoid of the rapid advanc in inform technolog is no longer an option. consequ the studi of health care inform technolog and system ha becom central to health care deliveri effectiveness. thi cours cover the modern applic of inform technolog that is critic to support the vision and oper knowledg of the health care leader in manag the health care organization. heath care decision-mak have to meet head-on the dynam challeng of health care deliveri qualiti cost access and regulatori control. addit thi cours integr the healthcar inform system as integr to the qualiti assur track program includ measur of system input process and output with special emphasi on system outcom research and organiz account to it variou stakehold not the least of which are govern regulators.health informat electron human resourc digit medicin medicin patient portal mhealth electron health record telemedicin health care patient life-sci healthcare-manag

scholarli communicationadvancedscholarli commun is a concis but comprehens cours on how to write research paper in english. the cours will help the candid gain a better understand of the rhetor convent of english and the common challeng the candid may face as an academ writer. the cours provid instruct exercis structur and deadlin need to creat a publish paper. the aim of the cours is to improv compet in scholarli commun by deepen knowledg of the core featur of the scientif write style. it present and analyz the unwritten rule of scientif write the one candid most like never learn in academ writing. the cours will enabl the candid to write clear detail and well-structur scientif text appropri to a suitabl academ journal. in particular they will develop an awar of fundament concept of academ write such as contrast rhetor logic organ and argumentation. in addit they will develop skill for self-edit and revis techniqu includ edit for precis and clarity. they will also gain a deeper understand of how to prepar a scientif paper use the imrad format. final the candid will develop an enhanc understand of the concept of academ integr and the ethic of scientif writing. the candid will be abl to overcom anxieti about academ publish and get their research paper publish in intern journals.commun journal file system english languag scientif write scientif commun hedg financ academ write ethic analysi write language-learn learning-english

anti-rac ibeginneranti-rac i is an introduct to the topic of race and racism in the unit states. the primari audienc for thi cours is anyon who is interest in learn about race/rac in the us who ha never taken a cours in critic race or ethnic studi or affili field inde who may not know what the field of critic race studi or ethnic studi are who ha never read a book about race/rac or attend ani race equiti or divers train on the topic of race/racism. in thi cours you will learn how to - use and comprehend contemporari intersect terminolog through a provid glossari - critic discuss �whiteness� - recogn the concept of white privileg that all white peopl have whether they want that privileg or not and to differenti between white supremaci as a system concept vs. white supremacist who are profession racist like the kkk. - distinguish between be not racist and be anti-racist - defin system and institut racism - accept the unequ histori of race and racism in the unit state that ha creat racial hierarchi that ha disenfranchis black american - share with other the true foundat of unit states� histori begin with the acknowledg of settler coloni and the reward that white peopl have receiv due to white supremaci and black oppression. - talk about race and racism - explain whi phrase like �all live matter� and �blue live matter� are racist - recogn that anyon can be anti-racist--it onli take the dedic and decis to be anti-racist to educ yourself about the histori of racism in the us and then to talk in an anti-racist way and to act as an anti-racistblack live matter islamophobia polit scienc histori polic rel chang and differ law oppress racial segreg white supremaci social-sci governance-and-societi

blockchain 360 a state of the art for professionalsintermediateif you want to know more about blockchain then thi cours is for you. busi is current deal intens with digitisation. blockchain ha a major impact on the design and implement of digit busi process in mani applic area such as internet of thing the smart grid suppli chain and mani more. in thi mooc you will learn the basic of blockchain technolog as well as mani exampl of best practic busi applications. thi mooc is part of a blend learn programm develop by fraunhof and eit digit with a two day cours in germani to get more in-depth knowledge.decentr smart grid train use case art internet of thing human learn chain process blockchain busi leadership-and-manag

statist molecular thermodynamicsbeginnerthi introductori physic chemistri cours examin the connect between molecular properti and the behavior of macroscop chemic systems.statist mechan gener statist quantum mechan tailor access oper chemistri measur molecular dynam energi c dynam memori alloc energi level physical-science-and-engin chemistri

natur gasbeginnerthi cours will educ you in the characterist and properti of natur ga prepar you with the abil to summar ga system compon and new pipelin technologies. you will be enabl to grasp the key factor behind format of the natur ga industri and the histor use of natur gas. ultim you will be abl to identifi ga and carbon monoxid safeti procedures. thi cours is for individu consid a career in the energi field who have a high school diploma at minimum and basic knowledg of mathemat and exist energi sector employe with less than three year of experi who have not complet similar train and would benefit from a cours of foundat industri concepts. main concept of thi cours will be deliv through lectur read discuss and variou videos. thi is the second cours in the energi product distribut & safeti special that explor variou facet of the power sector and featur a culmin project involv creation of a roadmap to achiev a self-establish energy-rel profession goal. to learn more about the special check out a video overview at https//www.youtube.com/watch?v=2yh9qiyiudk.util chain energi energi effici suppli chain student residu natur ga safeti safeti engin oil physical-science-and-engin electrical-engin

creativ write the craft of styleadvancedyour style is as uniqu and distinct as your face your voic except that you can choos it you can can work on it enhanc it. in thi cours we will introduc aspir writer to the art of put pressur on written language. we will studi the use of metaphor and imageri and demonstr how clariti grace and invent in word choic are imper to a story� success. writer will emerg with the revis skill essenti to all writer of good stori and good prose.cr write fiction write film copywrit cleanli write poetri write screenwrit concret shop arts-and-human music-and-art

oper manag analysi and improv methodsadvancedin thi cours you will learn about the role of oper and how they are connect to other busi function in manufacturing- and service-focus organizations. you will learn and practic the use of decision-mak framework and techniqu applic at all level from management-level strateg decis such as connect process to the need of variou custom segment to front-lin tactic decis such as choos between order larger quantiti vs. order more frequently. upon success complet of thi cours you will be abl to �\tunderstand the role of oper manag �\trelat underli principl to oper manag framework and techniqu �\tsynthes inform to make strateg oper decis �\tevalu process on differ dimens �\tappli analyt techniqu for tactic oper decis thi cours is part of the imba offer by the univers of illinoi a flexibl fully-accredit onlin mba at an incred competit price. for more inform pleas see onlinemba.illinois.edu.inventori manag trigonometr integr six sigma inventori oper manag suppli chain leadership and manag suppli chain manag process chain busi business-strategi

big data integr and processingbeginnerat the end of the cours you will be abl to *retriev data from exampl databas and big data manag system *describ the connect between data manag oper and the big data process pattern need to util them in large-scal analyt applic *identifi when a big data problem need data integr *execut simpl big data integr and process on hadoop and spark platform thi cours is for those new to data science. complet of intro to big data is recommended. no prior program experi is need although the abil to instal applic and util a virtual machin is necessari to complet the hands-on assignments. refer to the special technic requir for complet hardwar and softwar specifications. hardwar requir a quad core processor vt-x or amd-v support recommend 64-bit; b 8 gb ram; c 20 gb disk free. how to find your hardwar inform window open system by click the start button right-click comput and then click properties; mac open overview by click on the appl menu and click �about thi mac.� most comput with 8 gb ram purchas in the last 3 year will meet the minimum requirements.y will need a high speed internet connect becaus you will be download file up to 4 gb in size. softwar requir thi cours reli on sever open-sourc softwar tool includ apach hadoop. all requir softwar can be download and instal free of charg except for data charg from your internet provider. softwar requir includ window 7+ mac os x 10.10+ ubuntu 14.04+ or cento 6+ virtualbox 5+.big data apach postgresql apach spark analysi sql mongodb data analysi data integr big data analyt data-sci data-analysi

artifici intellig data fair and biasadvancedin thi cours we will explor fundament issu of fair and bia in machin learning. as predict model begin make import decis from colleg admiss to loan decis it becom paramount to keep model from make unfair predictions. from human bia to dataset awar we will explor mani aspect of build more ethic models.audit predict model algorithm model ethic game theori measur machin learn accuraci and precis bia computer-sci algorithm

principl of game designadvancedy have a great idea for a game. turn that idea into a realiti isn't just about know the tools. in thi cours you will practic move from game concept through design document prototyp and testing. numer element go into the overal process of game design. these rang from topic such as idea gener stori charact and game world develop game mechan and level design and user experi design. you will explor the process for design meaning experi for your players. at the end of the cours learner will have produc a game' high concept document one page blueprint a physic prototyp pitch and support design document to move from an idea in your head to a flesh out design readi for implementation.gam mechan principl video game design experi design user experi design video game develop softwar design descript game design game design document document computer-sci design-and-product

master web3 with wavesadvancedw are on the threshold of transit to the next gener of the internet web 3.0 which will be a more transpar and larg decentr version of the web. to surviv and prosper in thi new decentr environ you�ll need to master new skill such as build decentr applic dapps. master web 3.0 with wave is a veri practic course. upon complet it you�ll be abl to build your veri first decentr applic dapp use the ride program languag and the wave blockchain. over the cours of six week you�ll learn about the evolut of the web digit asset distribut ledger consensu algorithm and cryptocurrencies. you�ll also becom familiar with html javascript git github smart contract and smart asset and non-fung token nfts. final you�ll creat your own project the coupon bazaar dapp. meanwhil the cours doesn�t requir substanti develop experi and is just as suitabl for beginn develop as it is for those who have been develop regular app for years. each of the six weekli modul includ video tutori quizz of 14 to 18 question and practic assignments. sign up for the cours and learn vital web 3.0 skills!interfac entri point comput program user interfac multisignatur digit signatur blockchain cryptocurr web smart contract computer-sci mobile-and-web-develop

get start with tensorflow 2advancedwelcom to thi cours on get start with tensorflow 2! in thi cours you will learn a complet end-to-end workflow for develop deep learn model with tensorflow from build train evalu and predict with model use the sequenti api valid your model and includ regularis implement callback and save and load models. you will put concept that you learn about into practic straight away in practic hands-on code tutori which you will be guid through by a graduat teach assistant. in addit there is a seri of automat grade program assign for you to consolid your skills. at the end of the cours you will bring mani of the concept togeth in a capston project where you will develop an imag classifi deep learn model from scratch. tensorflow is an open sourc machin librari and is one of the most wide use framework for deep learning. the releas of tensorflow 2 mark a step chang in the product develop with a central focu on eas of use for all user from beginn to advanc level. thi cours is intend for both user who are complet new to tensorflow as well as user with experi in tensorflow 1.x. the prerequisit knowledg requir in order to be success in thi cours is profici in the python program languag thi cours use python 3 knowledg of gener machin learn concept such as overfitting/underfit supervis learn task valid regularis and model select and a work knowledg of the field of deep learn includ typic model architectur mlp/feedforward and convolut neural network activ function output layer and optimisation.convolut neural network number spreadsheet kera earli stop valid set compil deep learn tensorflow feedforward neural network artifici neural network data-sci machine-learn

optim machin learn performancebeginnerthi cours synthes everyth your have learn in the appli machin learn specialization. you will now walk through a complet machin learn project to prepar a machin learn mainten roadmap. you will understand and analyz how to deal with chang data. you will also be abl to identifi and interpret potenti unintend effect in your project. you will understand and defin procedur to operation and maintain your appli machin learn model. by the end of thi cours you will have all the tool and understand you need to confid roll out a machin learn project and prepar to optim it in your busi context. to be success you should have at least beginner-level background in python program e.g. be abl to read and code trace exist code be comfort with condit loop variabl list dictionari and arrays. you should have a basic understand of linear algebra vector notat and statist probabl distribut and mean/median/mode. thi is the final cours of the appli machin learn special brought to you by coursera and the alberta machin intellig institut amii.project deep learn strategi mathemat optim commun perform machin learn use case busi requir process data-sci machine-learn

first step in linear algebra for machin learningbeginnerth main goal of the cours is to explain the main concept of linear algebra that are use in data analysi and machin learning. anoth goal is to improv the student� practic skill of use linear algebra method in machin learn and data analysis. you will learn the fundament of work with data in vector and matrix form acquir skill for solv system of linear algebra equat and find the basic matrix decomposit and gener understand of their applicability. thi cours is suitabl for you if you are not an absolut beginn in matrix analysi or linear algebra for exampl have studi it a long time ago but now want to take the first step in the direct of those aspect of linear algebra that are use in machin learning. certainli if you are highli motiv in studi of linear algebra for data scienc thi cours could be suitabl for you as well.invert matrix least squar linear equat system of linear equat rank linear algebra project linear algebra gaussian elimin linear linear algebra matric math-and-log math-and-log

noun claus and conditionalsadvancedthi is the third cours in the learn english advanc grammar and punctuat specialty. in thi class you will learn about the advanc grammar concept of noun claus and conditionals. you will learn about sever differ type of each and get lot of practic use them appropriately. thi may seem like difficult grammar but thi cours will make them easi to understand. these grammar point are essenti for ani learner tri to master fluenci in the english language. pleas note that the free version of thi class give you access to all of the instruct video and handouts. the peer feedback and quizz are onli avail in the paid version.languag english grammar civil engin write essay write academ write english languag translat edit grammar language-learn learning-english

support vector machin with scikit-learnbeginnerin thi project you will learn the function and intuit behind a power class of supervis linear model known as support vector machin svms. by the end of thi project you will be abl to appli svm use scikit-learn and python to your own classif task includ build a simpl facial recognit model. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and scikit-learn pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.digit imag process intuit project model support vector machin linear statist classif python program machin learn scikit-learn data-sci machine-learn

visual citibik trip with tableaubeginnerin thi 1-hour long project-bas cours you will learn the basic of use tableau public softwar to visual citibik trip dataset. by the end of thi project you will have creat a few visual and a collect of visual call a dashboard. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project tableau softwar softwar project network busi intellig measur data visual geograph inform system data analysi euler' totient function busi business-essenti

simpl regress analysi in public healthbeginnerbiostatist is the applic of statist reason to the life scienc and it' the key to unlock the data gather by research and the evid present in the scientif public health literature. in thi cours we'll focu on the use of simpl regress method to determin the relationship between an outcom of interest and a singl predictor via a linear equation. along the way you'll be introduc to a varieti of method and you'll practic interpret data and perform calcul on real data from publish studies. topic includ logist regress confid interv p-valu cox regress confound adjust and effect modification.interact statist odd ratio hazard analysi regress analysi estim surviv analysi linear regress regress linear life-sci public-health

cluster analysi use rcmdrbeginnerin thi 1-hour long project-bas cours we will show you how to do cluster analysi use rcmdr use the k mean method and hierarch method. thi project use data about 29 car and ha 22 dimens such as price acceler and we will use these method to cluster group . note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.project mine data cluster algorithm market segment project hierarch databas model run data cluster market cluster analysi util data-sci data-analysi

rpa lifecycl introduct discoveri and designbeginnerregardless of the industri busi process autom is here to stay. busi process are increasingli be autom through softwar automation. but how is softwar autom simplifi and made accessible? the answer is robot process autom or rpa. rpa lifecycl intrdocut discoveri and design is the first cours of the special on implement rpa with cognit solut and analytics. in thi cours you will be introduc to rpa and see how it is combin with cognit solut and analyt to enabl organ to adopt the model of a �digit workforce� and help them transform the natur of their work. you will also learn about the first two phase of the rpa implement lifecycl discoveri and design. in the discoveri phase you take a set of busi process and identifi those that are suitabl and benefici for automation. in the design phase you creat a plan for your rpa project. the learn will be reinforc through concept descript and guid practice.scenario test autom anywher robot framework process checklist cost benefit analysi latex sort analysi scan computer-sci software-develop

success negoti essenti strategi and skillsadvancedw all negoti on a daili basis. on a person level we negoti with friend famili landlord car seller and employ among others. negoti is also the key to busi success. no busi can surviv without profit contracts. within a compani negoti skill can lead to your career advancement. i hope that you will join the hundr of thousand of learner who have made �success negotiation� one of the most popular and highly-r mooc worldwide. in the cours you�ll learn about and practic the four step to a success negoti 1 prepar plan your negoti strategi 2 negoti use key tactic for success 3 close creat a contract 4 perform and evalu the end game to success complet thi cours and improv your abil to negoti you�ll need to do the follow 1 watch the short video rang from 5 to 20 minutes. the video are interact and they includ question to test your understand of negoti strategi and skills. you can speed up or slow down video to match your prefer pace for listening. depend on your schedul you can watch the video over a few week or you can bing watch them. a learner who binge-watch the cours conclud that �it� as good as break bad.� anoth learner compar the cours to �hous of cards.� both show contain interest exampl of complex negotiations! 2 test your negoti skill by complet the negoti in modul 6. you can negoti with a local friend or use discuss to find a partner from anoth part of the world. your negoti partner will give you feedback on your negoti skills. to assist you with your negoti i have develop sever free negoti plan tool that are relat to the course. these tool and a free app are avail at http//negotiationplanner.com/ 3 take the final exam. to success complet the cours you must answer 80% of the question correctly. the exam is a masteri exam which mean that you can take it as mani time as you want until you master the material. cours certif you have the option of earn a cours certificate. a certif provid formal recognit of your achiev in the cours and includ the univers of michigan logo. learn more about certif at https//learner.coursera.help/hc/en-us/articles/209819053-get-a-course-certif thi cours is also avail in spanish and portuguese. to join the fulli translat spanish version visit thi page https//www.coursera.org/learn/negociacion/ to join the fulli translat portugues version visit thi page https//www.coursera.org/learn/negociacao subtitl for the video are avail in english ukrainian chines simplifi portugues brazilian spanish creat by univers of michigan the cours logo composit is share with a creativ common cc by-sa https//creativecommons.org/licenses/by-sa/2.0/ licens and wa creat use imag provid courtesi of flazingo photo http//bit.ly/1zoylrm and k2 space https//www.flickr.com/photos/k2space/14257556613/in/set-72157644732478432.commun strateg negoti psycholog tool plan strategi negoti law decis tree busi strategi contract negoti busi business-essenti

transmedia writingadvanceddo you have a desir to write a novel write a screenplay design a video game? in thi project-cent cours you will develop your own origin intellectu properti ip into a transmedia project contain written version of your ip on variou platforms. you will begin your novel adapt the first chapter of your novel into the open scene of a film or tv show and creat a game design concept of your ip. learner review "so much amaz information! the teacher and content are wonderful. learn so much!" thi is a cours is base in "activ learning" so that most of the actual learn take place within your own activ - that is writing! you will learn by doing. i am a propon of experienti learn also known as activ learning. my lectur are short and succinct design in a step-by-step process essenti to your success as a writer. i will guid you i will show you how to get there hope i will inspir you but i won�t show you how to write or what to write. that is up to you you are the onli one who can illustr your creativ thought by write them! i firmli believ that the onli way to becom a writer is to write write write. you need to unleash your creativ and my plan is to help you to do exactli that! learner review "thi is the most challeng write cours that i have done so far! but it actual made me write the first two chapter of my novel and now i am now look forward to finish the novel and get it published." all of the assign on thi cours are peer review. at each stage of the process whether creat your novel your screenplay or your video game you will post your written work and review the work of your peers. peer review is an extrem import element of thi course. give feedback and get feedback is essenti to the develop of your critic think and your growth as a writer. it is as import as the write itself. thi cours is design to tap into your creativ and help you to develop your skill in express that creativ through written words. learner review "it made me stay up to 4am a few time but it incredible. you will learn a lot and it is a veri fun class" write is a truli beauti amaz satisfi thing. imagin put your own word on a page to tell a stori which enter your reader mind and allow them to share the thought emot and live of your characters. it is a veri reward experience. learner review "thi cours realli push me to my limit and it is an eye open for me that there are goal that i can still achiev and accomplish through the world of writing."fict write film write determin adapt screenwrit dialogu game design grammar dream interpret arts-and-human histori

sql for data scienc capston projectbeginnerdata scienc is a dynam and grow career field that demand knowledg and skills-bas in sql to be successful. thi cours is design to provid you with a solid foundat in appli sql skill to analyz data and solv real busi problems. whether you have success complet the other cours in the learn sql basic for data scienc special or are take just thi cours thi project is your chanc to appli the knowledg and skill you have acquir to practic import sql queri and solv problem with data. you will particip in your own person or profession journey to creat a portfolio-worthi piec from start to finish. you will choos a dataset and develop a project proposal. you will explor your data and perform some initi statist you have learn through thi specialization. you will uncov analyt for qualit data and consid new metric that make sens from the pattern that surfac in your analysis. you will put all of your work togeth in the form of a present where you will tell the stori of your findings. along the way you will receiv feedback through the peer-review process. thi commun of fellow learner will provid addit input to help you refin your approach to data analysi with sql and present your find to client and management.resourc sql analysi basic descript statist machin learn data analysi databas postgresql mysql gener statist data-sci data-analysi

popul health dure a pandem contact trace and beyondbeginnerthroughout histori pandem have devast popul and chang the trajectori of mankind. the global effect of the current covid-19 pandem have disproportion affect certain region and popul groups. thi cours provid an overview of the far-reach impact of covid-19 and present contact trace as a tool to mitig the spread of the disease. contact tracer are critic need to help state and local health depart particularli in larg and divers state such as texas. acknowledg the epidemiolog and pregnanc and covid-19 modul author would like to thank andrew roblyer chse bettina beech md mph and lechaunci woodard md mph for their assist in creat illustr and provid editori feedback. the commun resourc team would like to thank gabriela mohr doctor student univers of houston graduat colleg of social work for her help on develop references. the author of the ethic legal and regulatori consider modul author would like to thank their research assist codi miller. the author of the vaccin and spread modul would like to thank andrew robyl and c. griffin litwin ba an uh nsm post-baccalaur student ba in polit for hi instruct design expertise. thank you to matthew castillo and iggi harrison for their help in creat the video modules.popul public health pandem pandem vaccin drug develop commun contact trace phase of clinic research diseas outbreak life-sci public-health

sit less get activeintermediatephys inact and sedentari are �silent killers�. do you feel like you spend too much time sitting? do you feel like you would like to be more active? are you unsur about how to incorpor physic activ into your daili life? we are here to help. join us on a journey to learn about how to sit less and becom more active. use thi free cours to learn how to monitor your own activ and set physic activ goals. we will featur variou exampl of how physic activ could be increas in differ set such as your neighbourhood home or work to give you idea of one that could best fit your lifestyle. are you a health professional? use thi opportun to learn how to incorpor physic activ into your daili routin and also how to empow your patient to be more physic active. if time with a patient is an issu you can simpli �prescribe� thi cours to your patient. thi cours offer you a uniqu opportun to receiv weekli physic activ health messag and monthli video-remind on how to increas physic activ in variou set for 6 month after the initi 3 week course. so join us on the sit less get active! journey. follow us on twitter @getact mooc #getactivemooc or follow our onlin learn twitter feed @uoeonline. visit our youtub channel to check out the promo video more are to come https//www.youtube.com/channel/uc6xpbmzjxnffduay32-zpda if youtub is not avail in your countri you can access the promo video here https//media.ed.ac.uk/search/searchkeyword/sit%20less%20get%20activetim manag physic activ aci exercis motiv smart criteria human learn goal set habit plan personal-develop personal-develop

understand deepfak with kerasbeginnerin thi 2-hour long project-bas cours you will learn to implement dcgan or deep convolut gener adversari network and you will train the network to gener realist look synthes images. the term deepfak is typic associ with synthet data gener by neural network which is similar to real-world observ data - often with synthes imag video or audio. through thi hands-on project we will go through the detail of how such a network is structur train and will ultim gener synthet imag similar to hand-written digit 0 from the mnist dataset. sinc thi is a practic project-bas cours you will need to have a theoret understand of neural network convolut neural network and optim algorithm like gradient descent. we will focu on the practic aspect of implement and train dcgan but not too much on the theoret aspect. you will also need some prior experi with python programming. thi cours run on coursera' hands-on project platform call rhyme. on rhyme you do project in a hands-on manner in your browser. you will get instant access to pre-configur cloud desktop contain all of the softwar and data you need for the project. everyth is alreadi set up directli in your internet browser so you can just focu on learning. for thi project you�ll get instant access to a cloud desktop with python jupyt and tensorflow pre-installed. note - you will be abl to access the cloud desktop 5 times. howev you will be abl to access instruct video as mani time as you want. - thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.algorithm artifici neural network imag process tensorflow mathemat optim prior probabl kera python program machin learn deep learn data-sci machine-learn

taxat of busi entiti i corporationsadvancedthi cours provid an introduct to the u.s. feder incom taxat of corpor and their shareholders. the cours focus on the relev provis of subchapt c of the intern revenu code as well as relat treasuri regul and judici opinion govern corpor format oper distribut and liquidation. practic in-class studi problem facilit self-discoveri of technic tax knowledg along with the develop of a varieti of profession skill and attitudes.corpor bond tax law sharehold stock tax incom tax flow-through entiti dividend debt defer tax busi business-essenti

decis criteria & applicationsintermediatethi cours is an introduct to decision-mak criteria wide use in the real world and will help you understand the foundat principl of how most organ make decisions. thi cours is part of a special titl �foundat financ for strateg decision-making� and is help if you are interest in appli to an mba degre program or learn the foundat of financ to be more effect in your career. thi cours is appli and problem-bas with assign that are intent introductori and simpler than real-world applic you will confront when make day-to-day financi decis and in more advanc courses.project financ averag analysi flow network present valu tax trade cash flow financi model busi financ

grow to great smart growth for privat busi part iiintermediatethi cours develop at the darden school of busi at the univers of virginia and taught by top-rank faculti focus on the common human resourc "people" challeng face by exist privat busi when they attempt to grow substantially. part 1 of the grow to great cours is not a prerequisit for take thi course.employ leadership order pair entrepreneurship util peopl manag employe engag strategi measur leadership and manag busi business-strategi

appli data scienc capstonebeginnerthi capston project cours will give you a tast of what data scientist go through in real life when work with data. you will learn about locat data and differ locat data provid such as foursquare. you will learn how to make rest api call to the foursquar api to retriev data about venu in differ neighborhood around the world. you will also learn how to be creativ in situat where data are not readili avail by scrape web data and pars html code. you will util python and it panda librari to manipul data which will help you refin your skill for explor and analyz data. final you will be requir to use the folium librari to great map of geospati data and to commun your result and findings. if you choos to take thi cours and earn the coursera cours certif you will also earn an ibm digit badg upon success complet of the course. limit time offer subscript is onli $39 usd per month for access to grade materi and a certificate.algorithm data cluster algorithm web analysi python program cluster analysi comput program data analysi data visual machin learn data-sci data-analysi

air pollut � a global threat to our healthbeginnerw all have to breath to live. but the air we breath is pollut both outdoor and indoors. each year thi pollut cost 7 million live across the globe � and a lot of suffering. 1 in 8 death is due to air pollution. thi cours will provid you with an introduct to the most recent research in the field of health effect of air pollut as well as a broader understand of sourc and spread of air pollut and what we should do about it. what is air pollution? what are the sources? how and where are we expos outdoor and indoors? what happen in the body? which diseas are the result? who are the most vulnerable? how can we assess the effect of air pollution? and what should we do to reach the sustain develop goal to �substanti reduc the number of death and ill from hazard chemic and air water and soil pollution�? these are some of the import question we will address in the course. dure the cours you will meet research and expert from the univers of copenhagen and the technic univers of denmark. they work with differ aspect of air pollut and health toxicolog exposur assess epidemiolog engin and health impact assessment. it is a global respons to combat the health impact of air pollut and thi fight can onli be won through new knowledg and global collaboration. we hope you will join us in the cours and equip yourself to take part in thi global and individu health challenge.indoor air qualiti sourc pollut control causal diseas awar air pollut control adob air health effect pollut life-sci public-health

green the economi sustain citiesbeginnerhow can we shape urban develop toward sustain and prosper futures? thi cours will explor sustain citi as engin for green the economy. we place citi in the context of sustain urban transform and climat change. sustain urban transform refer to structur transform process � multi-dimension and radic chang � that can effect direct urban develop toward ambiti sustain and climat goals. we will connect the key trend of urban decarbonis and sustainability. we will examin vision experi and innov in urban areas. we will look at practic what is happen in citi at present and opportun what are the possibl for citi go forward into the future. we bring togeth a collect of divers short film and key short read on sustain citi as well as interact forum and a practic assign to creat an onlin learn community. thi cours provid key exampl of activ to promot sustain citi in scandinavia europ and around the world. we util film and report by wwf the economist intellig unit iclei � local govern for sustain un-habitat c40 climat leadership group arup sustainia the rockefel foundat and ongo research projects. thi cours is produc by lund univers in cooper with wwf and iclei. it is avail for free to everyon everywhere! the intern institut for industri environment econom iiiee at lund univers is an intern centr of excel on sustain solutions. the iiiee is ideal suit to understand and explain the interdisciplinari issu in sustain citi and green the economi utilis the divers disciplinari background of it intern staff. the iiiee ha been research and teach on sustain solut sinc the 1990 and it ha extens intern network connect with a varieti of organizations.sustain design green economi citi plan plan economi green design energi urban plan architectur sustain physical-science-and-engin environmental-science-and-sustain

modern robot cours 1 foundat of robot motionintermediatedo you want to know how robot work? are you interest in robot as a career? are you will to invest the effort to learn fundament mathemat model techniqu that are use in all subfield of robotics? if so then the "modern robot mechan plan and control" special may be for you. thi special consist of six short cours is seriou prepar for seriou student who hope to work in the field of robot or to undertak advanc study. it is not a sampler. in cours 1 of the special foundat of robot motion you will learn fundament materi regard robot configur for both serial robot mechan and robot with close chains. you will learn about configur space c-space degre of freedom c-space topolog implicit and explicit represent of configur and holonom and nonholonom constraints. you will also learn how to repres spatial veloc and forc as twist and wrenches. thi materi is at the core of the studi of anyth that move e.g. robots. thi cours follow the textbook "modern robot mechan plan and control" lynch and park cambridg univers press 2017. you can purchas the book or use the free preprint pdf. you will build on a librari of robot softwar in the languag of your choic among python mathematica and matlab and use the free cross-platform robot simul v-rep which allow you to work with state-of-the-art robot in the comfort of your own home and with zero financi investment.mot plan linear matric matrix represent robot algebra simul matlab linear algebra transform matrix physical-science-and-engin mechanical-engin

introduct to forens scienceadvancedw have all seen forens scientist in tv show but how do they realli work? what is the scienc behind their work? the cours aim to explain the scientif principl and techniqu behind the work of forens scientist and will be illustr with numer case studi from singapor and around the world. some question which we will attempt to address includ how did forens come about? what is the role of forens in polic work? can these method be use in non-crimin areas? blood. what is it? how can trace of blood be found and use in evidence? is dna chemistri realli so powerful? what happen biolog and chemic if someon tri to poison me? what happen if i tri to poison myself? how can we tell how long someon ha been dead? what if they have been dead for a realli long time? can a littl piec of a carpet fluff or a singl hair convict someone? wa emperor napoleon murder by the perfidi british or kill by hi wallpaper? *for nanyang technolog univers ntu student pleas be note that thi cours will no longer be elig for credit transfer.thought forens crime scene forens evid chemistri crime forens scienc dna analysi dna life-sci basic-sci

requir gather for secur softwar developmentbeginnerin softwar requir elicit for secur softwar develop we'r go to discuss the overal softwar requir process as it appli in waterfal spiral and agil models. you'll learn about each of these process and your goal as a softwar requir analyst. thi is not an easi task! who do you talk to when and what kind of knowledg are you tri to obtain in ani softwar life cycle? how do you handl obstacl as you go? these are the question we will focu on answer in thi specialization.softwar requir requir analysi requir elicit softwar requir specif softwar agil softwar develop softwar develop process softwar engin requir engin analysi computer-sci software-develop

critic think skill for univers successintermediatein thi cours you will learn how to develop your critic think skill to help you achiev success in your univers studies. after complet thi cours you will be abl to 1. use critic think and argument in univers context to improv academ result 2. understand the import and function of critic think in academ cultur 3. use a varieti of think tool to improv critic think 4. identifi type of argument and bia within argument in order to better evalu the strength of argument 5. use evid to support claim in argument 6. appli critic think and argument to real world problem and issueslisten system think thought disposit critic think warrant point and click problem solv hardwar random number gener advertis social-sci educ

the peopl power and pride of public healthintermediateth peopl power and pride of public health provid an engag overview of the incred accomplish and promis of the public health field. the first modul includ interview with legendari public health figur whose work led to million of live save with vaccin air bag and car seat and the feder women infant and children wic nutrit program. the second modul bring key public health tool to life -- includ use of data commun and polici - through discuss with experienc profession who have use these tool to save lives. the third modul includ a "carpool karaoke"-styl trip through baltimor counti maryland with naccho presid dr. umair shah to see and hear real public health worker talk about how they serv their communities. learner will come away from thi cours with a deeper understand of the public health field and a greater enthusiasm for their own work in public health. preview the cours on youtub goo.gl/rxkbursav public health parent awar biolog nutrit pride human learn public health law health life-sci public-health

copyright law in the music businessintermediatein thi cours taught by e. michael harrington student will learn the basi for copyright includ what is and is not cover by copyright law. thi cours will help clarifi what right artist have as creator as well as what the public is free to take from their work. student will also learn what to do if someon copi their work and what to do if they are accus of copi someon else. final the cours will discuss how technolog ha chang copyright for the better and wors and how copyright law may chang in the come years.publ domain trademark intellectu properti law intellectu properti interpol process law entertain law sound music busi business-strategi

program languag part cadvanced[a describ below thi is part c of a 3-part course. particip should complet part a and b first -- part c "dive right in" and refer often to materi from part a and part b.] thi cours is an introduct to the basic concept of program languag with a strong emphasi on function programming. the cours use the languag ml racket and rubi as vehicl for teach the concept but the real intent is to teach enough about how ani languag �fit together� to make you more effect program in ani languag -- and in learn new ones. thi cours is neither particularli theoret nor just about program specif -- it will give you a framework for understand how to use languag construct effect and how to design correct and eleg programs. by use differ languag you will learn to think more deepli than in term of the particular syntax of one language. the emphasi on function program is essenti for learn how to write robust reusabl compos and eleg programs. inde mani of the most import idea in modern languag have their root in function programming. get readi to learn a fresh and beauti way to look at softwar and how to have fun build it. the cours assum some prior experi with program as describ in more detail in the first modul of part a. part b assum success complet of part a. the cours is divid into three coursera cours part a part b and part c. as explain in more detail in the first modul of part a the overal cours is a substanti amount of challeng materi so the three-part format provid two intermedi mileston and opportun for a paus befor continuing. the three part are design to be complet in order and set up to motiv you to continu through to the end of part c. week 1 of part a ha a more detail list of topic for all three part of the cours but it is expect that most cours particip will not yet! know what all these topic mean.euler' totient function comput program closur comput program bound quantif function program subtyp languag type system rubi program languag order pair computer-sci software-develop

visionari leadership ident & motiv becom a mean makerintermediatewhen face with a complex and ambigu work environ how do you as a potenti leader envis the future? how can you deliv on your vision in a way that convey mean and drive posit chang within your organisation? in thi cours you will explor how leader can creat a compel vision and commun it and how they creat mean and make work more meaningful. you will look at the role the brain and the bodi play in process mean and how thi can inspir your employe to follow you and your vision. thi cours will also teach you how to develop meaning brand ident and the role it can play in clarifi and reinforc your leadership vision within your organis for your partner and for your customers. you will discov that mean cross into almost everi aspect of management. final you will better understand how social and cultur factor can influenc what you can achiev and your limit when seek to creat meaning.person averag meaning-mak brand leadership and manag logo leadership brand manag motiv logo busi leadership-and-manag

healthi age and the futur of cannabi researchbeginnerthi healthi age and futur of cannabi research cours is design to have you think critic about the health effect of cannabi i.e. marijuana in the context of inflamm exercis and aging. you'll learn how inflamm and the microbiom may be relat to the disord discuss in class and how cannabi may influenc these disord through modul inflammation. we'll describ the relationship between the endocannabinoid system and exercis and how cannabinoid may affect exercis perform and recovery. you'll learn how to identifi key featur of age and how cannabinoid may influenc the age process. obtain thi knowledg will be help in term of inform public polici public health and person decis regard the use of cannabi products.ag altern medicin endocannabinoid system exercis cannabi research age process cannabinoid medic cannabi cannabinoid health effect life-sci public-health

pixel art for video gamesintermediatethi cours is aim to give you the tool and knowledg you need to start creat simpl art for video game made in the uniti game engine. through the aesthet of pixel art we will explor artist princip like shape languag color theori and composit as well as show you a step by step workflow for creat asset that you can use to make your own games. the cours is broken into 4 main modul prop environ charact and animation. each of these cours will have a seri of video lesson altern between artist and technic skill culmin in a peer-review project base assignment. the last modul will challeng you to take the knowledg learn in the previou 4 and use it to creat your own pixel art asset pack. thi cours is aim at art novic who are interest in creat art for their own game or contribut to game projects. if you are a game design or programm you will find thi cours help give you a glimps into the world of game art. you will be abl to better work with artist or creat your own prototyp or final artwork. if you are an artist or visual design who is interest in bring your style to the world of video game develop thi cours will give you the workflow to properli interfac with a game engin and help contextu how your artist sensibl can enabl gameplay. if you have ever want to start make art for video game but have no idea how to start thi cours is the perfect for give you a solid foundat while teach you usabl practic skills. our goal is to give you a sens of the whole pipelin from creation to set up in a game engine.pixel zbrush art game design video game develop color theori pixel art 3d model adob photoshop java annot arts-and-human music-and-art

googl ad for beginnersbeginnerin thi 2-hour long project-bas cours you will learn how to get start with googl search ad and creat success campaign to reach new custom and grow your business. we'll work on googl ad google' onlin advertis platform. you will drive qualifi traffic or best-fit custom to your busi while they'r search on googl for product and servic like the one that you offer. by the end of the project you will be abl - creat your account on googl ad - set up the first campaign structur - set up convers track - add relev audienc set bid and budget and target - set up ad group - do effect keyword research - creat impact and relev ad - navig through the googl ad dashboard - learn about tool and set avail on googl ad - optim ad campaign to gener convers and be profit note if you don't have a googl account you will need to creat one to be abl to complet the content.advertis write project manag project googl adword googl adsens pay per click digit market market blog busi market

esport team and profession playersbeginnerthi cours will be focus on the competit esport team and individu profession players. whether you are play on a team or compet as an individu you will find that be a profession esport player is more complex and nuanc than most peopl realize. we will be talk a lot about the support staff surround player the intricaci of navig contract and the hardship of commit yourself to profession play. we will also be talk about the esport media. similar to sport esport ha develop it own uniqu ecosystem of articl video stream social media and overal content creation. we will examin the specif of differ type of media and explain how each ha it use in make esport more popular as a whole.benefit journal content creation surround sound contract a stream compens sport market econom commun busi leadership-and-manag

visual percept and visual illusionsbeginnervis is one of the main way for us to gather inform about the world around us and about ourselves. thu studi vision natur lead to new hypothes on how cognit works. thi way our cours on visual percept will also provid you with knowledg on cerebr mechan of vision sensori system and in gener on how the mind and conscious work. thi cours is aim at everyon who is interest in perceptu psycholog in particular psycholog of visual perception. the cours discuss differ theoret approach to studi vision introduc the most import concept and experiment results. the materi is select in such a way that the cours is interest and access for both student who studi psycholog and gener audienc without special knowledg in thi area. the cours includ lectur present and grade tests. each student will be requir to perform a small research project to be submit by the end of the course.gom art learnabl cognit behavior therapi music therapi color theori conscious human machin interact art therapi sensemak life-sci psycholog

mine data to extract and visual insight in pythonbeginnerbi the end of thi project you will learn how to load and extract use inform from your dataset use python a free open-sourc program that you can download. you will then learn how to clean your data set by remov unwant whitespac column contain sever empti valu row contain empti column valu and duplic row entries. next you will creat variou visual to identifi pattern and outlier in your dataset and visual correl between differ columns. lastli you will learn how to visual a highli dimension dataset use princip compon analysi pca. these step are part of exploratori data analysi that you will need to carri out for ani data scienc project to help you understand your dataset. note thi cours work best for learner who are base in the north america region. we�r current work on provid the same experi in other regions.python program analysi gener statist princip compon analysi correl and depend miss data data analysi jpeg outlier data mine data-sci data-analysi

digit system from logic gate to processorsintermediatethi cours give you a complet insight into the modern design of digit system fundament from an emin practic point of view. unlik other more "classic" digit circuit cours our interest focus more on the system than on the electron that support it. thi approach will allow us to lay the foundat for the design of complex digit systems. you will learn a set of design methodolog and will use a set of educational-ori computer-aided-design tool cad that will allow you not onli to design small and medium size circuit but also to access to higher level cours cover so excit topic as applic specif integr circuit asic design or comput architectur to give just two examples. cours topic are complement with the design of a simpl processor introduc as a transvers exampl of a complex digit system. thi exampl will let you understand and feel comfort with some fundament comput architectur term as the instruct set microprogram and microinstructions. after complet thi cours you will be abl to * design medium complex digit systems. * understand the descript of digit system use high-level languag such as vhdl. * understand how comput oper at their most basic level machin language.log gate digit circuit design augment assign digit design pseudocod logic circuit design boolean algebra computer-aid design electron physical-science-and-engin electrical-engin

the import and power of music in our societyadvancedmus play an import role in our daili live and is woven into the fabric of society. we listen to music while alon or in compani in a danc club or at home through simpl headphon or via high-end speaker as background or as foreground after we get up or befor we go to bed. music accompani us when we are travel do sport shop work or relaxing. thi omnipres of music rais sever question how doe music affect our lives? what is the relat between the societi we live in and the role function and posit of music within that society? how is music influenc by and doe music influenc social polit econom technolog and multipl other developments? do these question trigger you? music and societi provid a thorough introduct to the variou way in which music and societi are connect through engag lectur insight interview challeng assign interest read and of cours a lot of music examples. the cours aim at increas your insight on where how and whi we listen to music how music contribut to shape our ident how music form express and subvert polit idea and how music affect our norm and values.eudaimonia behavior sociolog collect ident i-dea person ident influenc music person advertis thought arts-and-human music-and-art

network function virtualizationadvancedthi cours cover network function virtual from the perspect of a system engineer. it first discuss the prolifer of middlebox in enterpris network and the necess of virtual these compon just like softwar applications. it then detail sever optim in oper system to facilit effici network on virtual hardwar follow by design decis in user-plan librari for bypass the kernel for effici packet processing. it then cover the challeng and solut for build scalabl system for provid network servic in datacent specif the synergi between sdn and nfv to achiev this. the cours conclud with a discuss of real-world applic of nfv technolog in the cloud comput ecosystem.network virtual platform network load balanc fcap network processor network oper system commun server storag area network virtual rout and forward network function virtual virtual termin information-technolog cloud-comput

scalabl machin learn on big data use apach sparkbeginnerthi cours will empow you with the skill to scale data scienc and machin learn ml task on big data set use apach spark. most real world machin learn work involv veri larg data set that go beyond the cpu memori and storag limit of a singl computer. apach spark is an open sourc framework that leverag cluster comput and distribut storag to process extrem larg data set in an effici and cost effect manner. therefor an appli knowledg of work with apach spark is a great asset and potenti differenti for a machin learn engineer. after complet thi cours you will be abl to - gain a practic understand of apach spark and appli it to solv machin learn problem involv both small and big data - understand how parallel code is written capabl of run on thousand of cpus. - make use of larg scale comput cluster to appli machin learn algorithm on petabyt of data use apach sparkml pipelines. - elimin out-of-memori error gener by tradit machin learn framework when data doesn�t fit in a computer' main memori - test thousand of differ ml model in parallel to find the best perform one � a techniqu use by mani success kaggler - option run sql statement on veri larg data set use apach sparksql and the apach spark datafram api. enrol now to learn the machin learn techniqu for work with big data that have been success appli by compani like alibaba appl amazon baidu ebay ibm nasa samsung sap tripadvisor yahoo! zalando and mani others. note you will practic run machin learn task hands-on on an apach spark cluster provid by ibm at no charg dure the cours which you can continu to use afterwards. prerequisit - basic python program - basic machin learn option introduct video are provid in thi cours as well - basic sql skill for option content the follow cours are recommend befor take thi class unless you alreadi have the skill https//www.coursera.org/learn/python-for-applied-data-sci or similar https//www.coursera.org/learn/machine-learning-with-python or similar https//www.coursera.org/learn/sql-data-sci for option lecturesapach human learn scalabl function program big data deep learn apach spark parallel comput k-mean cluster machin learn data-sci machine-learn

capston retriev process and visual data with pythonbeginnerin the capston student will build a seri of applic to retriev process and visual data use python. the project will involv all the element of the specialization. in the first part of the capston student will do some visual to becom familiar with the technolog in use and then will pursu their own project to visual some other data that they have or can find. chapter 15 and 16 from the book �python for everybody� will serv as the backbon for the capstone. thi cours cover python 3.databas syntax analysi web data visual python syntax and semant python program semant comput program sqlite data-sci data-analysi

rigid bodi dynamicsbeginnerthi cours teach dynam one of the basic mechan subject of mechan engineering. student would be abl to organ their knowledg about forc and motion work-energi impulse-momentum in view of newton' 2nd law and it integr over time and displacement. the engin dynam consist of two part particl dynam and rigid bodi dynamics. thi is the second part of the dynam rigid bodi dynam the class will consist of lectur video which are about 15 min length or a bit longer. these contain a coupl of practic problem solving. there will also be standalon homework that are not part of video lectur and a final exam.angular mechan design fluid mechan frame 3d rig molecular dynam classic mechan energi lectur robot physical-science-and-engin mechanical-engin

architect with googl kubernet engin productionintermediatein thi cours "architect with googl kubernet engin product " you'll learn about kubernet and googl kubernet engin gke security; log and monitoring; and use gcp manag storag and databas servic from within gke. thi cours is part of a special focus on build effici comput infrastructur use kubernet and gke. the special introduc particip to deploy and manag container applic on gke and the other servic provid by googl cloud platform. through a combin of present demo and hands-on lab particip explor and deploy solut element includ infrastructur compon such as pod contain deploy and services; as well as network and applic services. the special also cover deploy practic solut includ secur and access manag resourc manag and resourc monitoring. >>> by enrol in thi cours you agre to the qwiklab term of servic as set out in the faq and locat at https//qwiklabs.com/termsofservic <<<bigtabl bigqueri sql googl cloud platform role-bas access control cloud storag kubernet ident manag cloud comput cloud platform computer-sci software-develop

how to learn onlinebeginnerlearn essenti strategi for success onlin learningdesign for those who are new to elearn thi cours will prepar you with strategi to be a success onlin learner.th edx learn design team ha curat some of the most power science-back techniqu which you can start use right away and on ani learn platform.th verifi certif for thi cours is free. use the follow coupon code befor septemb 1 2020 to upgrad at no cost to you: y5zadm5nu2an5ju7thi cours will help you answer the follow questions: educ & teacher train

program for everybodi (get start with python)beginnerthi cours is a "no prerequisite" introduct to python programming. you will learn about variabl condit execut repeat execut and how we use functions. the homework is done in a web browser so you can do all of the program assign on a phone or public computer.thi cours aim to teach everyon the basic of program comput use python. we cover the basic of how one construct a program from a seri of simpl instruct in python. the cours ha no pre-requisit and avoid all but the simplest mathematics. anyon with moder comput experi should be abl to master the materi in thi course. thi cours will cover chapter 1-5 of the textbook "python for everybody". onc a student complet thi cours they will be readi to take more advanc program courses. thi cours cover python 3. comput scienc

cs50' introduct to comput sciencebeginneran introduct to the intellectu enterpris of comput scienc and the art of programming.thi is cs50x harvard university' introduct to the intellectu enterpris of comput scienc and the art of program for major and non-major alik with or without prior program experience. an entry-level cours taught by david j. malan cs50x teach student how to think algorithm and solv problem efficiently. topic includ abstract algorithm data structur encapsul resourc manag secur softwar engin and web development. languag includ c python sql and javascript plu css and html. problem set inspir by real-world domain of biolog cryptographi financ forens and gaming. the on-campu version of cs50x cs50 is harvard' largest course. student who earn a satisfactori score on 9 problem set i.e. program assign and a final project are elig for a certificate. thi is a self-pac course–y may take cs50x on your own schedule.harvardx requir individu who enrol in it cours on edx to abid by the term of the edx honor code. harvardx will take appropri correct action in respons to violat of the edx honor code which may includ dismiss from the harvardx course; revoc of ani certif receiv for the harvardx course; or other remedi as circumst warrant. no refund will be issu in the case of correct action for such violations. enrolle who are take harvardx cours as part of anoth program will also be govern by the academ polici of those programs.harvardx pursu the scienc of learning. by regist as an onlin learner in an hx cours you will also particip in research about learning. read our research statement to learn more.harvard univers and harvardx are commit to maintain a safe and healthi educ and work environ in which no member of the commun is exclud from particip in deni the benefit of or subject to discrimin or harass in our program. all member of the harvardx commun are expect to abid by harvard polici on nondiscrimin includ sexual harass and the edx term of service. if you have ani question or concern pleas contact harvardx@harvard.edu and/or report your experi through the edx contact form. comput scienc

the analyt edgeintermediatethrough inspir exampl and stori discov the power of data and use analyt to provid an edg to your career and your life.in the last decad the amount of data avail to organ ha reach unpreced levels. data is transform busi social interact and the futur of our society. in thi cours you will learn how to use data and analyt to give an edg to your career and your life. we will examin real world exampl of how analyt have been use to significantli improv a busi or industry. these exampl includ moneybal eharmoni the framingham heart studi twitter ibm watson and netflix. through these exampl and mani more we will teach you the follow analyt methods: linear regress logist regress tree text analyt cluster visual and optimization. we will be use the statist softwar r to build model and work with data. the content of thi cours are essenti the same as those of the correspond mit class the analyt edge. it is a challeng class but it will enabl you to appli analyt to real-world applications.th class will consist of lectur video which are broken into small piec usual between 4 and 8 minut each. after each lectur piec we will ask you a "quick question" to assess your understand of the material. there will also be a recit in which one of the teach assist will go over the method introduc with a new exampl and data set. each week will have a homework assign that involv work in r or libreoffic with variou data sets. r is a free statist and comput softwar environ we'll use in the course. see the softwar faq below for more info. at the end of the class there will be a final exam which will be similar to the homework assignments. data analysi & statist

market analyt market measur strategybeginnerthi cours is part of a micromasters® programbegin your journey in a new career in market analytics. learn about power strategi and methodolog start with identifi market trend and metric use to measur market success.in thi market cours you will learn how to execut market size identifi market trend and predict futur conditions.thi cours is taught by stephan sorger who ha held leadership role in market and product develop at compani such as oracl 3com and nasa. he ha also taught for over a decad at uc berkeley extens and is the author of two wide adopt market textbooks. thi cours will equip you with the knowledg and skill necessari to immedi see practic benefit in the workplace.analytics-bas market is increasingli import in determin a company’ spend and roi. mani entry-level posit in market now requir some basic level of knowledg in thi rapidli grow field. comput scienc

introduct to project managementbeginnerlearn the principl of project manag and appli them in your own work and life.project manag is an essenti skill-set for mani career and in mani context in our lives. introduct to project manag is an ideal start point if you need to manag project at work or at home while not necessarili be a formal train project manager. it is also suitabl if you are consid undertak a project in the near futur and are seek to learn and appli essenti project manag knowledg and skills.to deliv a project success it’ import to start by clearli identifi what the project is and what it outcom will be. in the cours we will show you practic way to explor and understand your goal from the outset of your project and to consid all the factor that may affect it execution. step by step you will learn how to plan scope schedul cost and manag your project from begin to end. sinc everi project reli on the peopl who are deliv it the cours also enabl you to explor how you can effect commun manag peopl and employ leadership skill to success deliv your own project.in introduct to project manag you will learn practic way to use project manag skill whether your project is larg or small. join us to explor how you can benefit from use project manag techniqu in your own projects. busi & manag

lead high-perform teamsintermediatelearn how to motiv engag and empow peopl to build effect and high perform teams.thi cours will blend busi theori and real-world insight to teach you the skill you need to better lead peopl and team within your organization. key topic will includ motiv commun conflict manag team dynam and develop of a healthi organiz culture.thes “peopl skills” rank among the most challeng compet for both novic and experienc leaders. thi cours will challeng you to understand your follow on a deeper level as well as help you to reflect and improv on your own leadership practice.th cours will draw on knowledg from psycholog human resourc manag and organiz behavior as well as the expertis of the manag faculti and the the univers of queensland. through a seri of engag video interview written reflect peer feedback self-insight activ and simul we unpack the ingredi that are critic for develop more effect peopl and higher perform teams. commun

the foundat of happi at workbeginnerlearn whi happi at work matter and how to increas it within yourself and across your organization.thi cours explain what happi at work look like whi it matter and how to cultiv it.it begin by defin happi and make the case that happi at work improv the perform of individu employe and organ as a whole increas innov product engag retent and the qualiti of their work. it then explor the key factor that empir research ha link to workplac happi zero in on practic such as gratitud develop a strong sens of purpos and form authent cooper connect with others. the cours will also highlight common barrier to workplac happi both at the individu and cultur level.fin the cours present a practic framework for workplac happi and explor access techniqu for: a evalu happi in an organ b creat an effect strategi to increas workplac happi and c implement that strategi in your own work life within your team or across the cultur of your organ with special tip for workplac leaders.th cours instructor are expert faculti from uc berkeley’ greater good scienc center dacher keltner ph.d. and emiliana simon-thoma ph.d. whose earlier edx cours the scienc of happi ha been a global phenomenon introduc a half million student worldwid to the research-bas key to a happi meaning life. in thi cours they tailor their scientif insight to the need of the modern workplace. busi & manag

manag studi stress and mental health at universitybeginnerdevelop a clearer understand of what mental health is and learn how best to recognis and respond to mental health concern such as neg thought and behaviour in yourself and others.thi short cours is a german-australian collabor develop in respons to the grow need to provid student with the knowledg skill and understand to recognis identifi and respond to mental health challeng in themselv and others. the cours is primarili for univers student and those work in the tertiari educ and local commun sectors.w are grate to the follow organis for their contribut to and continu support of thi mooc:in thi cours you will: health & safeti

six sigma defin and measurebeginneran introduct to the six sigma methodolog and the dmaic cycl for process improv with a focu on the defin and measur phase includ basic statist for understand sampl plan and calcul process capability.understand the background and mean of six sigma and the five step of the dmaic process improv flow: defin measur analyz improv and control. discuss what "quality" mean and how to identifi the voic of the customer.y will learn how to set an improv project goal calcul process yield and identifi critical-to-qu parameters.y will learn how to map a process and to use the necessari statist techniqu to establish the baselin perform of a process and to calcul the process capability.to complement the lectur we provid interact exercis which allow learner to see the statist "in action." learner then master the statist concept by complet practic problems. these are then reinforc use interact case studi which illustr the applic of the statist in qualiti improv situations.upon success complet of thi program learner will earn the tum lean and six sigma yellow belt certif confirm masteri of lean six sigma fundament to a green belt level. the materi is base on the american societi for qualiti www.asq.org bodi of knowledg up to a green belt level. the profession certif is design as prepar for a lean six sigma green belt exam. busi & manag

fat chanc probabl from the ground upbeginnerincreas your quantit reason skill through a deeper understand of probabl and statistics.cr specif for those who are new to the studi of probabl or for those who are seek an approach review of core concept prior to enrol in a college-level statist cours fat chanc priorit the develop of a mathemat mode of thought over rote memor of term and formulae. through highli visual lesson and guid practic thi cours explor the quantit reason behind probabl and the cumul natur of mathemat by trace probabl and statist back to a foundat in the principl of counting. in modul 1 and 2 you will be introduc to basic count skill that you will build upon throughout the course. in modul 3 you will appli those skill to simpl problem in probability. in modul 4 through 6 you will explor how those idea and techniqu can be adapt to answer a greater rang of probabl problems. lastli in modul 7 you will be introduc to statist through the notion of expect valu varianc and the normal distribution. you will see how to use these idea to approxim probabl in situat where it is difficult to calcul their exact values. math

chase your dream how to end procrastin and get a job you lovebeginneraccord to the old say "choos a job you love and you will never have to work a day in your life." thi coursei gear toward help you find real purpos in your work and becom the best version of yourself.do you love your job do you wake up everi morn all eager about it? are you readi to do what you have chosen for the rest of your life? when you are off the chosen track are you impati to snap into action immedi to start work more effect and overcom the difficulties? is your life full of purpos are you of ani use to other people? if your answer to all the abov question is "yes" then congratul you'r do great! howev most peopl share at least some level of insecur about their work and their future. if that sound more like you here' a follow-up question: have you done anyth to chang it? or are you plan to put up with that for the time being? thi cours is for those who may feel a littl stuck in their careers. it draw from academ teach in motiv and posit psycholog from univers like harvard andmoscow state univers and combin those with cultur studi from tibet. you'll learn how to resist procrastin and engag a process of self-determination. you'll find way to contend with the "bumps" that prevent us from move in the direction. thi cours can't promis a magic pill butit will offer the tool for solvingkey problem thatcan hinder self-fulfillment. you willgain the basic skill of self-develop explor some well-consid hypothes of futur develop and build the toolsyou'l need to follow your passion and succeed. commun

english grammar and stylebeginnerlearn key concept and strategi in grammar and style to help enhanc your write and confid respond to the demand of high level of literaci in the 21st century.with the rise of social media and the internet mani peopl are write more today for differ medium than ever before. we'll present materi that cover grammat principl word usag write style sentenc and paragraph structur and punctuation. we'll introduc you to some marvel resourc that we have annot for your guidance. we'll show you video clip of interview conduct with distinguish grammarian challeng you with quizz and write activ that will give you strategi to help you to build skill that will enhanc the qualiti of your write and invit you to particip in discuss and assess the work of your peers. human

ethic in actionintermediatewhat do the world' great religi and secular philosophi have to say about ethic conduct? which virtu are common across faiths? and what role do religi commun have to play in build a more just and sustain world?th challeng of sustain develop are more than technic or political--they are also moral call on us to examin who we are as human be and who we want to be go forward. thi examin of what make a "good person"--cal virtu ethics--ha long been the purview of philosoph and theologians. so what do the world' great religi and secular philosophi have to say about ethic conduct? which virtu are common across creed and cultures? and what role do ethic spiritu and religi commun have to play in sustain development? in 2016 distinguish leader from the world' major religi tradit philosoph scholar and scientist were invit by pope franci to the vatican for a seri of meetings. known as the ethic in action initi these meet sought to promot dialogu and find consensu about the valu need to advanc transform action for our common home and the human family. thi cours featur ethic in action meet particip as well as other lead voic and discuss the perspect of some of the world' great tradit and their role in address our world' most press challeng includ poverti corrupt and climat change. it present multi-faith cooper as essenti for achiev sustain develop and call for the develop of a new share virtu ethic to bring us all into a sustain and peac future. thi cours is for: ethic

introduct to fintechbeginnerlearn from lead academ and practition from around the world about the innov technolog and regul drive the transform of finance. over the past decad emerg technolog pair with massiv chang in regul have driven an unpreced transform of financ around the world. thi process is happen more rapidli in china and asia than anywher else. thi cours is design to explor fintech fundament and help make sens of thi wave of chang as it happens.new player such as start-up and technolog firm are challeng tradit player in financ bring democrat inclus and disruption. compani engag in social media e-commerc and telecommun as well as compani and start-up with larg custom data pool creativ energi and technic capac have brought competit to the exist financi infrastructur and are remak the industry.thes transform have not onli creat challeng but also unpreced opportun build synergi with new busi and regulatori model particularli in emerg market and develop countries. to meet these chang 21st-centuri profession and student must be equip with up-to-d knowledg of the industri and it incred evolution. thi cours - design by hku with the support of supercharg and the centr for financ technolog and educ - is design to enabl learner with the necessari tool to understand the complex interact of financ technolog and regulation.in thi cours through a seri of video lectur case studi and assess you will explor the major area of fintech includ begin with what is fintech befor turn to money payment and emerg technolog digit financ and altern financ fintech regul and regtech data and secur and the futur of data driven financ as well as the core technolog drive fintech includ blockchain ai and big data. these will set the stage for understand the fintech landscap and ecosystem and grappl with the potenti direct of futur change.**** econom & financ

data scienc r basicsbeginnerbuild a foundat in r and learn how to wrangl analyz and visual data.th first in our profession certif program in data scienc thi cours will introduc you to the basic of r programming. you can better retain r when you learn it to solv a specif problem so you'll use a real-world dataset about crime in the unit states. you will learn the r skill need to answer essenti question about differ in crime across the differ states. we'll cover r' function and data type then tackl how to oper on vector and when to use advanc function like sorting. you'll learn how to appli gener program featur like "if-els " and "for loop" command and how to wrangl analyz and visual data. rather than cover everi r skill you might need you'll build a strong foundat to prepar you for the more in-depth cours later in the seri where we cover concept like probabl infer regress and machin learning. we help you develop a skill set that includ r program data wrangl with dplyr data visual with ggplot2 file organ with unix/linux version control with git and github and reproduc document prepar with rstudio. the demand for skill data scienc practition is rapidli grow and thi seri prepar you to tackl real-world data analysi challenges. data analysi & statist

python basic for data sciencebeginnerthi python cours provid a beginner-friendli introduct to python for data science. practic through lab exercis and you'll be readi to creat your first python script on your own!kickstart your learn of python for data scienc as well as program in gener with thi introduct to python course. thi beginner-friendli python cours will quickli take you from zero to program in python in a matter of hour and give you a tast of how to start work with data in python. ~~~~upon it complet you'll be abl to write your own python script and perform basic hands-on data analysi use our jupyter-bas lab environment. if you want to learn python from scratch thi cours is for you.you can start creat your own data scienc project and collabor with other data scientist use ibm watson studio. when you sign up you will receiv free access to watson studio. start now and take advantag of thi platform and learn the basic of program machin learn and data visual with thi beginn course.th object of thi cours is to get you start with python as the program languag and give you a tast of how to start work with data in python.in thi cours you will learn about: data analysi & statist

the scienc of beerbeginnerar you interest in more than just the tast of beer? discov what' in your beer howit' made and market and the effectit hason your bodi and health. have you ever taken a sip of beer and wonder whi it tast a certain way or what effect the alcohol ha on your body?in thi cours you will learn all about beer includ how it' made the raw materi use it' suppli chain how it' market and the effect of beer consumpt on your body.aft thi cours tast a beer will be an entir new sensation: you will enjoy it even more sinc you will better understand what' insid your drink. not to mention to be a respons drinker it is import to know what effect beer ha on your health. you will gain a natur view on thi allow you to form your own well-ground opinion.thi mooc is develop by student of wageningen univers & research in honour of the 100 year anniversari of the university. the student have receiv guidanc from professor and expert in the field of food product health risk market logist and sustain suppli chain to ensur a high-qual learn experi for everyone. in thi mooc your teacher will truli be your peers!so are you interest in the scienc behind your beer? regist for thi cours now! food & nutrit

strateg social media marketingadvancedlearn how to drive social media engag by link strategi and tactic and measur results.soci media technolog are continu transform the way consum interact with each other and firms. these chang constitut a fundament shift in the marketplace--consum have greater opportun to voic their opinion and connect with their peer as well as increas influenc over market and brands. in thi cours part of the digit product manag micromast program we examin how organ capit on social media and consumer-to-consum interact to support their market efforts. we view these issu from a strateg and a practic perspect rather than a technic or platform perspective. we will give you the knowledg you need to creat engag content for platform such as facebook instagram twitter and snapchat and how to identifi influenc deliv content to a target audienc and measur the success of your efforts. understand social media is crucial for product manag who will be oper in a digit environment. product manag will learn how to use social media convers to inform their decision-mak and how to leverag social media to promot their product servic and the brand. addit learner will gain an understand of how social media can be use to achiev specif organiz object and to measur the effect of those efforts. busi & manag

cs50' introduct to artifici intellig with pythonbeginnerlearn to use machin learn in python in thi beginn cours on artifici intelligence.ai is transform how we live work and play. by enabl new technolog like self-driv car and recommend system or improv old one like medic diagnost and search engin the demand for expertis in ai and machin learn is grow rapidly. thi cours will enabl you to take the first step toward solv import real-world problem and future-proof your career.cs50’ introduct to artifici intellig with python explor the concept and algorithm at the foundat of modern artifici intellig dive into the idea that give rise to technolog like game-play engin handwrit recognit and machin translation. through hands-on project student gain exposur to the theori behind graph search algorithm classif optim reinforc learn and other topic in artifici intellig and machin learn as they incorpor them into their own python programs. by course’ end student emerg with experi in librari for machin learn as well as knowledg of artifici intellig principl that enabl them to design intellig system of their own.enrol now to gain expertis in one of the fastest-grow domain of comput scienc from the creator of one of the most popular comput scienc cours ever cs50. you’ll learn the theoret framework that enabl these new technolog while gain practic experi in how to appli these power techniqu in your work. comput scienc

rhetor the art of persuas write and public speakingbeginnergain critic commun skill in write and public speak with thi introduct to american polit rhetoric.w are live in a contenti time in history. fundament disagr on critic polici econom and polit issu make it essenti to learn how to compos an effectiveargu and to analyz the argument of others. thi abil will help you engag in civil discours and make need chang in society. convey a convinc messag can benefit your person public and profession lives.thi cours is an introduct to the theori and practic of rhetor the art of persuas write and speech. in it you will learn to construct and defend compel argument a crucial skill in mani settings. we will be use select speech from promin twentieth-centuri american -- includ martin luther king jr. john f. kennedi margaret chase smith ronald reagan and more -- to explor and analyz rhetor structur and style. through thi analysi you will learn how speaker and writer persuad an audienc to adopt their point of view.built around harvard professor jame engell' on-campu cours "element of rhetor " thi cours will help you analyz and appli rhetor structur and style appreci the relev of persuas commun in your own life and understand how to persuad and recogn when someon is tri to persuad you. you will be inspir to share your viewpoint and discov the most power way to convinc other to champion your cause. join us to find your voice! human

cs50' web program with python and javascriptintermediatethi cours pick up where cs50 leav off dive more deepli into the design and implement of web app with python javascript and sql use framework like django react and bootstrap.top includ databas design scalabl secur and user experience. through hands-on project you'll learn to write and use api creat interact ui and leverag cloud servic like github and heroku. by course' end you'll emerg with knowledg and experi in principl languag and tool that empow you to design and deploy applic on the internet. comput scienc

contract law from trust to promis to contractintermediatecontract are a part of our everyday life aris in collabor trust promis and credit. how are contract formed? what make a contract enforceable? what happen when one parti break a promise?learn about contract from harvard law professor charl fri one of the world' lead author on contract law. contract are promis that the law will enforce. but when will the law refus to honor a promise? what happen when one parti doe not hold to their part of the deal? thi version of the cours add new unit on interpret agenc partnership corpor and govern regulation.w are expos to contract in all area of our life -- agre to term when download a new comput program hire a contractor to repair a leak roof and even order a meal at a restaurant. know the principl of contract is not just a skill need by lawyer it illumin for everyon a crucial institut that we use all the time and gener take for granted.thi contract law cours with new materi and updat case exampl is design to introduc the rang of issu that aris when enter and enforc contracts. it will provid an introduct to what a contract is and also analyz the purpos and signific of contracts. then it will discuss the intent to creat legal relat legal and moral and the distinct between gift and bargains. the cours also investig common pitfalls: one-sid promis mistak fraud and frustration. with the knowledg of what make contract and how they can go wrong professor fri will discuss remedi and specif performance. final professor fri will introduc how contract can creat right for third parties.th course' instructor charl fri ha been teach at harvard law school for more than 50 year and ha written extens on contracts. not onli is professor fri a lead author on contract law but he also util a story-tel approach to explain the topic which creat a uniqu and interest class experience. busi & manag

fundament of neurosci part 1 the electr properti of the neuronbeginnerlearn how electr make the neuron in your brain tick.fundament of neurosci is a three-courseseri that explor the structur and function of the nervou system—from the inner work of a singl nerv cell to the stagger complex of the brain and the social interact they enable. in thi first cours you'll learn how individu neuron use electr to transmit information. you'll build a neuron piec by piec use interact simul then travel around harvard' campu where you'll see the inner work of a lab and learn how to conduct diy neurosci experi on your own. join us as we studi the electr properti in individu neuron build a foundat for understand the function of the entir nervou system. biolog & life scienc

justicebeginnerthi introduct to moral and polit philosophi is one of the most popular cours taught at harvard college.taught by laud harvard professor michael sandel justic explor critic analysi of classic and contemporari theori of justic includ discuss of present-day applications. topic includ affirm action incom distribut same-sex marriag the role of market debat about right human right and properti right argument for and against equal dilemma of loyalti in public and privat life. the cours invit learner to subject their own view on these controversi to critic examination.th princip read for the cours are text by aristotl john lock immanuel kant john stuart mill and john rawls. other assign read includ write by contemporari philosoph court case and articl about polit controversi that rais philosoph questions. human

data scienc machin learningbeginnerbuild a movi recommend system and learn the scienc behind one of the most popular and success data scienc techniques.perhap the most popular data scienc methodolog come from machin learning. what distinguish machin learn from other comput guid decis process is that it build predict algorithm use data. some of the most popular product that use machin learn includ the handwrit reader implement by the postal servic speech recognit movi recommend system and spam detectors. in thi cours part ofourprofession certif program in data scienc you will learn popular machin learn algorithm princip compon analysi and regular by build a movi recommend system. you will learn about train data and how to use a set of data to discov potenti predict relationships. as you build the movi recommend system you will learn how to train algorithm use train data so you can predict the outcom for futur datasets. you will also learn about overtrain and techniqu to avoid it such as cross-validation. all of these skill are fundament to machin learning. data analysi & statist

child protect children' right in theori and practicebeginnerlearn how to protect children from violenc exploit and neglect through law polici and practic in a human right framework.across the world children are at riskfrom violenc abus exploit and neglect. conflict and natur disast have forc million to flee their home and confront the danger of migrat and displacement. commerci sexual exploit and traffick child labor and child marriag are problem in mani countries. at-risk children and adolesc need their right enforcedif we are to protect them from harm and to ensur that they develop to their full potential. led by jacquelin bhabha research director of the harvard fxb center for health and human right thi cours will teach you the caus and consequ of child protect failures. you will consid the strategi intern law standard and resourc requir to protect all children. you will be abl to link legal framework and child-right approach to the work of policymak lawyer health worker educ law enforc and social workers. learner will come to understand how they can ensur the protect of children and appli child protect strategi to their own work. join harvard faculti practition and a global commun of learner to master a child-cent system approach to prevent and respond to violenc exploit and abus against children. social scienc

ielt academ test preparationbeginnerprepar for the ielt academ test in thi comprehens self-pac cours cover listen speak read and writing.ielt is the world' most popular english languag test for those want to studi in higher educ in an english-speak country.thi ielt cours will prepar you to take the ielt academ test with confidence. you will have immedi access to over 80 hour of interact practic materi cover each of the four skills: listen speak read and writing.thi innov prepar cours ha been design and written by experienc english teach profession from the univers of queensland an ielt test centr and one of the world' lead centr of learning. all of the cours writer have extens experi enabl student to reach their academ ielt goal of enter a univers where english is the primari language.each section of thi cours includ engag multi-media present review key test-tak skill strategi and techniques. these are accompani by a wide varieti of authent ielts-styl exercis and interact activ that provid focus practic of the skill strategi and techniqu that you need to perform at your best.in the new releas of thi ielt prepar cours you will find a number of enhanc to an already-success formula. the cours appear with new video and improv to the explan of answer as well as a number of new and engag practic activities. significantli we have respond to request from exist user to offer more comprehens feedback on your write use sever new features.a the cours is self-pac you can complet all of the cours unit in sequenc or onli select the area you want to focu on to prepar for the ielt academ tests. in complet thi cours you will feel fulli prepar to complet the ielt academ tests.stud who select verifi enrol in thi cours will have access to addit materi provid by the ieltsx cours team. commun

the architectur imaginationbeginnerlearn fundament principl of architectur — as an academ subject or a profession career — by studi some of history’ most import buildings.architectur engag a culture’ deepest social valu and express them in materi aesthet form. thi cours will teach you how to understand architectur as both cultur express and technic achievement. vivid analys of exemplari build and hands-on exercis in draw and model will bring you closer to the work of architect and historians.th first part of the cours introduc the idea of the architectur imagination. perspect draw and architectur typolog are explor and you will be introduc to some of the challeng in write architectur history.then we address technolog as a compon of architecture. you will discov way that innov technolog can enabl and promot new aesthet experi or disrupt age-old traditions. technolog advanc chang what could be built and even what could even be thought of as architecture.fin we'll confront architecture’ complex relationship to it social and histor context and it audienc achiev and aspirations. you will learn about architecture’ power of represent and see how it can produc collect mean and memory.architectur is one of the most complexli negoti and global recogn cultur practic both as an academ subject and a profession career. it product involv all of the technic aesthet polit and econom issu at play within a given society. join us as we examin how architectur engag mediat and express a culture’ complex aspirations.thi cours is elig for american institut of architect aia continu educ unit ceus. enrol in the cours to learn more about option for earn credit. architectur

toefl® test prepar the insider’ guidebeginnerprepar for the toefl® test and learn how to improv your score and english languag skill from the expert who creat the exam.thi test prepar cours develop by the expert who creat administ and score the toefl test will help english languag learner improv their skills.th toefl test is the world’ most trust and wide accept english-languag assessment. it ha help million of peopl achiev their dream to studi work or live abroad. more than 11 000 institut of higher educ govern agenc and organ worldwid accept toefl score for make import decisions.thi cours will help you understand what you can do to achiev your best toefl test score. instructor will guid you through each section read listen speak and write and use archiv past test question will explain the kind of question you can expect. you will receiv valuabl advic includ how to regist for the test how it is score and how to prepar for test day.thi cours is highli interact use video sampl question with explan short quizz and collabor discuss boards. you will also have access to real test materi from past tests. dure the week cover speak and write all cours particip can receiv score for their practice-test responses.in addit there will be free resourc and discount test prep offer throughout the course. final you will receiv valuabl insid tip to help you do your best on the toefl test so you can appli to the univers or job of your dreams.who take the toefl test? more than 30 million peopl from all over the world have taken the toefl test to demonstr their english-languag proficiency.in respons to the global pandem et is temporarili offer the toefl ibt special home edit to meet the need of student who are unabl to take the toefl ibt test at a test center. the special home edit is the same toefl ibt test -- ident in content format score and on-screen experi -- just taken from home on your own comput and monitor by a human proctor online. thi cours will help you prepar for the toefl ibt test regardless of where you take it. commun

principl of biochemistryintermediatethi introduct to biochemistri explor the molecul of life start at simpl build block and culmin in complex metabolism.principl of biochemistri integr an introduct to the structur of macromolecul and a biochem approach to cellular function. topic address protein function will includ enzym kinet the character of major metabol pathway and their interconnect into tightli regul network and the manipul of enzym and pathway with mutat or drugs. an explor of simpl cell red blood cell to more complex tissu muscl and liver will be use as a framework to discuss the progress in metabol complexity. learner will also develop problem solv and analyt skill that are more gener applic to the life sciences. medicin

use python for researchintermediatetak your beginn knowledg of python program to the next level and learn how to use python 3 for your research.thi cours bridg the gap between beginn and advanc cours in python. while there are mani excel beginn python cours avail most typic do not go deep enough for you to appli your python skill to research projects. in thi cours after first review the basic of python 3 we learn about tool commonli use in research settings. thi version of the cours includ a new modul on statist learning.us a combin of a guid introduct and more independ in-depth explor you will get to practic your new python skill with variou case studi chosen for their scientif breadth and their coverag of differ python features. comput scienc

hinduism through it scripturesbeginnerlearn about the rich divers of hindu sacr text – hymn narr philosoph thought – and their interpretations.ev wonder about the sacr scriptur that have sustain for millennia one of the oldest and most divers religion of the world - hinduism? want to discov the lesson thi histori may offer mankind in the 21st century?thi religion cours introduc the rich and divers textual sourc from which million of hindu have drawn religi inspir for millennia. the bhagavad gita ha offer philosoph insight to a number of modern thinkers. thi cours will introduc import passag from import hindu sacr text their interpret by modern and will give you an opportun to engag with them. human

basic spanish 1 get startedbeginnerlearn spanish and explor spanish cultur in thi beginn languag cours design for english speakers.thi 7-week spanish languag cours is aim at student who would like to learn convers spanish start with spanish basics. the cours introduc everyday languag and includ activ to practic all four languag skills: read comprehens write listen comprehens and speaking.thi cours will introduc you to the a1 profici level as describ in the common european framework of refer for languag cefrl council of europ 2001. after complet thi cours you will be prepar to introduc yourself ask basic question and conduct a brief convers in spanish.thi cours use refer materi cultur note grammar explan function of languag etc. student will be abl to monitor their progress by take a number of perform test and a final achiev test. commun

the health effect of climat changebeginnerlearnhow global warm impact human health and the waysw can diminish those impacts.our world' climat is changing. of the top twenti hottest year ever record sixteen have occur in the last two decades. thi warm ha alreadi had a profound effect. mani feel powerless in the face of thi challeng but you can make a difference. by look at air qualiti nutrit infecti diseas and human migrat thi cours will show you how increas in greenhous gase impact public health. expert work in a varieti of set will present their recommend for respond to these challeng and interest student will have the opportun to learn about the research method that measur the health effect of climat change. creat with support from the harvard global health institut thi cours will explain how climat chang impact peopl around the globe but also how it directli affect you and your life. though your riskris with the rise global temperatur climat chang is a solvabl problem and there are thing you can do to mitig that risk. thi cours is not an elegi for the planet but a call to action. enrol now to learn what you can do to reduc the harm caus by global warming. environment studi

statist and rintermediatean introduct to basic statist concept and r program skill necessari for analyz data in the life sciences.thi cours teach the r program languag in the context of statist data and statist analysi in the life sciences.w will learn the basic of statist infer in order to understand and comput p-valu and confid interv all while analyz data with r code. we provid r program exampl in a way that will help make the connect between concept and implementation. problem set requir r program will be use to test understand and abil to implement basic data analyses. we will use visual techniqu to explor new data set and determin the most appropri approach. we will describ robust statist techniqu as altern when data do not fit assumpt requir by the standard approaches. by use r script to analyz data you will learn the basic of conduct reproduc research.given the divers in educ background of our student we have divid the cours materi into seven parts. you can take the entir seri or individu cours that interest you. if you are a statistician you should consid skip the first two or three cours similarli if you are biologist you should consid skip some of the beginn biolog lectures. note that the statist and program aspect of the class ramp up in difficulti rel quickli across the first three courses. we start with simpl calcul and descript statistics. by the third cours will be teach advanc statist concept such as hierarch model and by the fourth advanc softwar engin skill such as parallel comput and reproduc research concepts.thes cours make up two profession certif and are self-paced:data analysi for life sciences:genom data analysis:thi class wa support in part by nih grant r25gm114818. data analysi & statist

scienc & cook from haut cuisin to soft matter scienc (chemistry)beginnertop chef and harvard research explor how everyday cook and haut cuisin can illumin basic principl in chemistri physic and engineering. learn about food molecul and how chemic reaction can affect food textur and flavor.dur each modul of thi cours chef reveal the secret behind some of their most famou culinari creation — often right in their own restaurants. inspir by such cook masteri the harvard team will then explain the scienc behind the recipe.top will include:y will also have the opportun to becom an experiment scientist in your veri own laboratori — your kitchen. by follow along with the engag recip of the week take precis measur and make skill observ you will learn to think like both a cook and a scientist. the lab is certainli one of the most uniqu compon of thi cours — after all in what other scienc cours can you eat your experiments? chemistri

pyramid of giza ancient egyptian art and archaeologybeginnerexplor the archaeolog histori art and hieroglyph surround the famou egyptian pyramid at giza. learn about old kingdom pharaoh and elit tomb templ the sphinx and how new technolog is unlock their secrets.wher is giza? how were the pyramid built? how did the cemeteri and hundr of decor tomb around them develop? what wa giza’ contribut to thi first great age of ancient egyptian civil the old kingdom? the giza plateau and it cemeteri — includ the majest pyramid and the great sphinx — are stir exampl of ancient egyptian architectur and culture. they provid window into ancient egyptian societi but also contain mysteri wait to be solved. the egyptian pyramid at giza provid an opportun to explor the histori of archaeolog and to learn about some of the modern method shape the disciplin today. thi beginn cours will explor the art archaeolog and histori surround the giza pyramids. we will learn about egyptian pharaoh and high offici of the pyramid age follow in the footstep of the great 20th-centuri expedit and discov how cutting-edg digit tool like 3d-model are reshap the disciplin of egyptology. join us on thi onlin journey to ancient egypt’ most famou archaeolog site as we uncov the histori and signific of giza and use new digit techniqu to unravel the mysteri of it ancient tomb and temples. art & cultur

predictionx omen oracl & propheciesbeginnerthi cours is an overview of divin system rang from ancient chines bone burn to modern astrology.human have alway sought to know their own futur be it the destini of an empir or an individual' fate. across cultur and histori we find peopl tri to find their place in the univers by attempt to gaze into the future.join us for thi one-week immers learn experi as we explor “pre-scientific” predict system rang from ancient chines bone burn to the oracl of delphi to modern astrolog and tarot with practition and harvard faculti lead the journey. we will examin the detail of over a dozen predict system as well as theoret framework connect them.thi modul is a part of predictionx which examin our effort to predict the futur over all of record history. predictionx cours will cover topic from omen and oracl in ancient civil which thi cours discuss to the evolut of the gener approach to scienc most take today which includ the cours john snow and the cholera outbreak of 1854 as well as modern comput simul and the role they play in predict our futur today. social scienc

lesson from ebola prevent the next pandemicbeginnerunderstand the context for the ebola outbreak what went right what went wrong and how we can all do better.lik no other event in recent histori the 2014 ebola outbreak ha made clear the fragil of exist health systems. while respond to the current epidem is critic we also have an opportun to learn lesson to prevent the next global health catastroph forg partnership across border and disciplin and demonstr our commit to valu all human lives.thi four-week cours provid the context in which to understand the ebola outbreak -- whi now and whi did so mani peopl suffer and die? the cours lay out the global govern structur -- what wa the global respons suppos to look like and where did it fail? the cours will featur practition expert and scholar who will focu on cultiv a better understand of the ebola epidem and implic for futur health system to ensur that the world is more effect in prevent the next pandemic. social scienc

improv global health focus on qualiti and safetyintermediatean introduct to the emerg field of global healthcar quality.improv access to healthcar is onli as use as the qualiti of care provided. mani agre that qualiti is import – but what is it? how do we defin it? how do we measur it? and most importantli how might we make it better? the cours is design for those who care about health and healthcar and wish to learn more about how to measur and improv that care – for themselv for their institut or for their countries. each session will be interact and provid concret tool that student can use. we will empow you to rais question propos concret solut and promot change. we have assembl lead thinker from around the globe – not onli peopl who are expert – but peopl with real hands-on experi run organ hospit and ministri of health. so join us – whether you are a physician nurs or other healthcar provid if you are a student of medicin public health or health polici or a patient who simpli care about get good care – thi cours is for you. social scienc

data scienc visualizationbeginnerlearn basic data visual principl and how to appli them use ggplot2.a part of our profession certif program in data scienc thi cours cover the basic of data visual and exploratori data analysis. we will use three motiv exampl and ggplot2 a data visual packag for the statist program languag r. we will start with simpl dataset and then graduat to case studi about world health econom and infecti diseas trend in the unit states. we'll also be look at how mistak bias systemat error and other unexpect problem often lead to data that should be handl with care. the fact that it can be difficult or imposs to notic a mistak within a dataset make data visual particularli important. the grow avail of inform dataset and softwar tool ha led to increas relianc on data visual across mani areas. data visual provid a power way to commun data-driven find motiv analys and detect flaws. thi cours will give you the skill you need to leverag data to reveal valuabl insight and advanc your career. data analysi & statist

christian through it scripturesbeginnerlearn about christian through a studi of it sacr scriptures. we will explor how divers christian have interpret these write and practic their teach over a 2000 year global history.christian is a global religion. from modest begin 2 000 year ago it ha grown to encompass nearli a third of the human population. divers in languag cultur histori and creed christian nonetheless share a common collect of sacr scriptur call the bible.thi religion cours introduc you to the bibl and it scriptur and ask the questions:y will begin to explor these question and other while learn about the content and interpret of these sacr texts. human

how to write an essaybeginneran introduct to academ write for english languag learner focus on essay develop grammat correct and self-editing.colleg write 2.1x is an introduct to academ write for english languag learner focus on essay develop grammat correct and self-editing. the five-week cours includ a review of basic grammar terminolog and understanding; write effect sentenc and paragraphs; introduct and conclusions; strategi for write longer texts; and thesi statements. the cours materi will be offer via read and videos. an option cours workbook in ebook form may be use for addit write work. student will particip in onlin discuss as well as peer review. student will complet an essay for thi part of the course.in partnership with the u.s. depart of stateuc berkeley is partner with the u.s. depart of state to extend the reach of colleg write 2x. particip u.s. embassi will host in-person facilit discuss session around the cours content in order to maxim the learn experience. the state department-support educationusa network will also offer facilit discuss in some locat for student interest in pursu higher educ in the unit states. thi partnership is part of the english educ allianc e2a a global effort of the u.s. depart of state to address the global demand for 21st centuri english languag skills. human

energi within environment constraintsbeginnera quantit introduct to the energi system and it environment impacts.human face an immens challenge: provid abund energi to everyon without wreck the planet. if we want a high-energi futur while protect the natur world for our children we must consid the environment consequ of energi product and use. but money matter too: energi solut that ignor econom cost are not realist particularli in a world where billion of peopl current can’t afford access to basic energi services. how can we proceed? energi within environment constraint won’t give you the answer. instead we will teach you how to ask the right question and estim the consequ of differ choices. thi cours isrich in detail of real devic and light on theory. you won’t find ani electrodynam here but you will find enough about modern commerci solar panel to estim if they would be profit to instal in a given location. we emphas costs: the cascad of capit and oper cost from energi extract all the way through end uses. we also emphas quantit comparison and tradeoffs: how much more expens is electr from solar panel than from coal plant and how much pollut doe it prevent? is solar power as cost-effect an environment invest as nuclear power or energi efficiency? and how do we includ consider other than cost? thi cours is intend for a divers audience. whether you are a student an activist a policymak a busi owner or a concern citizen thi cours will help you start to think care about our current energi system and how we can improv it environment performance. photo credits: solar farm cc-bi michael mee on flickrsmokestack cc-bi patrick on flickr environment studi

introduct to probabilityintermediatelearn probabl an essenti languag and set of tool for understand data random and uncertainty.prob and statist help to bring logic to a world replet with random and uncertainty. thi cours will give you tool need to understand data scienc philosophi engin econom and finance. you will learn not onli how to solv challeng technic problem but also how you can appli those solut in everyday life. with exampl rang from medic test to sport predict you will gain a strong foundat for the studi of statist infer stochast process random algorithm and other subject where probabl is needed. data analysi & statist

anatomyx musculoskelet casesintermediatelearn the anatomi basic to understand five musculoskelet injuri commonli seen in primari care medicin and orthoped clinic specialti practice. follow hypothet patient from injuri to oper room.musculoskelet anatomyx invit student to join medic and basic scienc faculti at harvard medic school hm to learn about musculoskelet injuri commonli seen in clinic practice. for each case student visit the hm clinic skill center to observ the initi patient encount and physic examin by an orthoped surgeon. follow the patient encount student complet the interact gross anatomi histolog and radiolog learn session essenti for understand the case. the anatomi learn session includ observ actual dissect in the harvard medic school anatomi laboratori reveal and explain the human anatomi relev for each clinic case.aft complet the case learn session student review pertin radiolog imag commit to a tent diagnosi from a list of differenti diagnos and accompani the patient to a virtual oper room to observ the surgic treatment. in the virtual oper room student observ narrat video of actual surgic procedures.clin content for each case is develop in close collabor with lead orthoped surgeon and radiologist at brigham and women’ hospital.thi cours will take you insid the anatomi laboratori where student enter medicin dental medicin and other health profess studi anatomi by perform anatom dissections. content includ video photograph and other content includ anatom imag and video show cadav dissect that some peopl may find offens disturb or inappropriate. medicin

data scienc infer and modelingbeginnerlearn infer and model two of the most wide use statist tool in data analysis.statist infer and model are indispens for analyz data affect by chanc and thu essenti for data scientists. in thi cours you will learn these key concept through a motiv case studi on elect forecasting. thi cours will show you how infer and model can be appli to develop the statist approach that make poll an effect tool and we'll show you how to do thi use r. you will learn concept necessari to defin estim and margin of error and learn how you can use these to make predict rel well and also provid an estim of the precis of your forecast. onc you learn thi you will be abl to understand two concept that are ubiquit in data science: confid interv and p-values. then to understand statement about the probabl of a candid win you will learn about bayesian modeling. final at the end of the cours we will put it all togeth to recreat a simplifi version of an elect forecast model and appli it to the 2016 election. data analysi & statist

strengthen commun health worker programsbeginnerlearn to deliv high-qual primari health care at scale through nation commun health worker programs.despit medic and technolog advanc half of the world’ popul lack access to essenti health servic and over 8.9 million prevent death occur everi year. there is an acut global shortag of health worker a gap that will grow to 18 million by 2030. studi show that train high-perform commun health worker can help close these gap and save more than 3 million live annually. in the past few decad mani commun health worker program across the world have demonstr their abil to save live — includ in the hardest-to-reach areas. yet despit thi progress lesson on how to success scale these program as part of nation primari health system are not wide shared. thi cours introduc learner to the core concept of commun health worker program and explor what is need to build and strengthen large-scal program in order to improv access to high-qual health services. the curriculum highlight the key compon of design commun health system address common manag challeng and showcas lesson learn from a rang of contributor — from community-level practition to govern leader and other global health experts. through case studi of exemplar countri includ ethiopia bangladesh and liberia particip will learn from leader across the globe how to advoc for build and optim commun health worker programs. thi cours wa creat by health system leader for health system leaders. whether you work in a ministri of health lead or support a commun health worker program mobil resourc and advoc for increas invest in commun health or you are simpli interest in know what it take to deliv qualiti care through commun health worker program learner will have the opportun to advanc their knowledg and skill to implement critic change. thi cours can be taken individu but learner are also encourag to conven their colleagu from within or across organ to share insight and further enhanc the learn experience. health & safeti

buddhism through it scripturesbeginnerlearn about the rich and divers belief and practic of buddhist across time and place. experi buddhism through it scriptur both relat as well as academically.wheth you are new to the studi of buddhism or have been studi it or practic it for year thi cours will provid you with the opportun to becom acquaint with a varieti of buddhist teach while guid you to think about them and yourself in new ways.through a combin of care select read both scriptur and inform as well as exposur to variou form of buddhist practic such as art devot act and literari work you will learn how to interpret reflect upon and appli the teach of the buddha to your own life and deepen your understand of buddhism. human

introduct to linuxbeginnernev learn linux? want a refresh? develop a good work knowledg of linux use both the graphic interfac and command line across the major linux distribut families.develop a good work knowledg of linux use both the graphic interfac and command line cover the major linux distribut families.linux power 100% of the world’ supercomput most of the server power the internet the major of financi trade worldwid and over two billion android devices. in short linux is everywhere. it appear in mani differ architectur from mainfram to server to desktop to mobil and on a staggeringli wide varieti of hardware.moreov 80 percent of hire manag report that they will priorit hire linux talent rel to other skill area and 47 percent of hire manag say they’r more like to hire a candid with linux certification.thi cours explor the variou tool and techniqu commonli use by linux system administr and end user to achiev their day-to-day work in a linux environment. it is design for experienc comput user who have limit or no previou exposur to linux whether they are work in an individu or enterpris environment.upon complet of thi train you should have a good work knowledg of linux from both a graphic and command line perspect allow you to easili navig through ani of the major linux distributions. you will be abl to continu your progress as either a user system administr or develop use the acquir skill set.join the 1 000 000+ learner who are alreadi enrol in thi cours and start your linux journey. comput scienc

bioethic the law medicin and ethic of reproduct technolog and geneticsbeginneran introduct to the studi of bioethic and the applic of legal and ethic reasoning.bioeth provid an overview of the legal medic and ethic question around reproduct and human genet and how to appli legal reason to these questions.thi law cours includ interview with individu who have use surrogaci and sperm donat with medic profession who are expert in current reproduct technolog like in vitro fertil and preimplant genet diagnosi and bioethicist and journalist who studi the ownership and use of genet inform within human tissue. addit harvard colleagu will also share with you their thought on topic such as disabl law as it relat to reproduct technology.whil the law and ethic surround these technolog are a central compon to thi cours we also show you exampl of the deepli person and human side of these issues. throughout the cours and with the help of law student we will discuss lead legal case in thi field which will illumin the type of question the law ha struggl with – stretch and evolv over time. from the famou babi m surrogaci case to case on the patern of sperm donor to a case relat to the ownership of human tissu turn into a commerci product and others. we will show you the ethic legal and rhetor underpin which have serv as the basi for variou court decis over the past 20 or 30 years. we will also explor potenti futur technolog and their implic for society: genet enhanc to increas our intellig let us live a hundr year longer or make us immun to diseas – and the possibl of creat animal-human hybrid for exampl a mous with a human brain.th content within thi cours is intend to be instruct and show how legal reason ha been appli or could be appli to question relat to parenthood reproduct and other issu surround human genet material. the materi organ within thi cours should be consid an authorit overview but is not intend to serv as medic or legal advice. medicin

shakespeare' life and workbeginnerlearn how to read william shakespeare' play through hi biographi elizabethan and jacobean histori and modern performance.how do we read shakespeare? do hi play belong to the past or the present? to a fame dramat geniu or to reader and audienc around the globe? what do hi play realli mean? move between the world in which shakespear live and the present day thi cours will introduc differ kind of literari analysi that you can use when read shakespeare. with short video film on locat in england and read cover topic like shakespeare' contemporari and the polit of modern perform you will learn a rang of critic tool that you can use to unlock the mean and relev of shakespeare’ plays. join us as we visit stratford-upon-avon where shakespear wa born in 1564; london the live citi where he began as an actor; and the globe theater where hi first play were performed. thi journey through shakespeare’ life will transport you to anoth era and will give you a new perspect on hi timeless work. human

account and financeintermediatedevelop financi acumen to manag your busi successfully.thi busi cours help you to read and understand financi statement to evalu how busi perform is affect by four fundament driver of profit viz. asset manag cost manag leverag manag and tax management. it will also help you to identifi area for improvement.th second part of thi financ cours deal with manag costs. you will learn how to prepar cost sheet budget and make cost-bas decisions.th third part of the cours provid an overview of financi market to rais capit of differ types. you will develop the abil to prepar and evalu financ for your busi plan and manag work capital.th overal object of the cours is to build financi acumen to make you a success entrepreneur or manager. busi & manag

comput in python i fundament and procedur programmingbeginnerlearn the fundament of comput in python includ variabl oper and write and debug your own programs.thi cours start from the begin cover the basic of how a comput interpret line of code; how to write program evalu their output and revis the code itself; how to work with variabl and their chang values; and how to use mathemat boolean and relat operators. by the end of thi cours you'll be abl to write small program in python that use variabl mathemat oper and logic operators. for exampl you could write program that carri out complex mathemat oper like calcul the interest rate necessari to reach a save goal recommend apparel option base on weather pattern or calcul a grade base on multipl percentages. structur the cours is compris of sever parts. instruct is deliv via a seri of short 2-3 minut videos. in between those video you'll complet both multipl choic question and code problem to demonstr your knowledg of the materi that wa just covered. comput scienc

becom an entrepreneurbeginnerlearn the busi skill and startup mindset need to embark on your entrepreneuri path from the premier program for aspir entrepreneur mit launch.curi about entrepreneurship but not sure where to start? becom an entrepreneur is design in partnership with mit to guid peopl of all age and background through the process of found a company. with enrol in the hundr of thousand thi cours is as engag and access as it is informative.becom an entrepreneur will provid you with inspir to explor an entrepreneuri path and tool to overcom the initi challeng of build a business.from develop new busi idea and do market research to design and test your offer and pitch thi cours follow launchx’ success approach to entrepreneurship that leverag mit’ disciplin entrepreneurship lean methodolog and design thinking. there will be a combin of short video and activ that will challeng you to get you away from your comput screen and into the commun to make a real impact.no previou busi or entrepreneurship experi needed. join us to embark on your entrepreneuri journey. busi & manag

religion conflict and peacebeginnerexplor the divers and complex role that religion play in both promot and mitig violence.in thi cours we will explor a seri of contemporari conflict in differ region of the world with a special focu on identifi and analyz the divers and complex role that religion play in both promot and mitig violenc in each context. student will learn a method for recogn and analyz how religi ideolog are embed in all arena of human agenc and not isol from polit econom and cultur life as is often assumed. in addit to examin the conflict themselv we will also explor the religi dimens of the impact those conflict have on civic life in area such as public health educ and commerc by address a seri of questions. possibl countri of focu includ brazil egypt franc israel/palestin myanmar nigeria qatar the philippin somalia syria turkey and the unit states. final project will be individu shape base on interest and where relev profession focus. the cours is open to all and especi relev for aspir or profession educ journalist public health worker foreign servic offic and govern offici who wish to better understand how religion function in contemporari world affairs. thi cours follow the popular world religion through their scriptur xseri which explor the foundat of buddhism christian hinduism islam and judaism. human

tangibl thing discov histori through artwork artifact scientif specimen and the stuff around youbeginnergain an understand of histori museum studi and curat by look at organ and interpret art artifact scientif curios and the stuff of everyday life.hav you ever wonder about how museum librari and other kind of histor or scientif collect all come together? or how and whi curat historian archivist and preservationist do what they do?in tangibl thing you will discov how materi object have shape academ disciplin and reinforc or challeng boundari between people. thi cours will draw on some of the most fascin item hous at harvard univers highlight sever to give you a sens of the power of learn through tangibl things.bi “step onto” the stori campu you and your fellow learner can explor harvard’ astonish array of tangibl things—book and manuscript art work scientif specimen ethnograph artifact and histor relic of all sorts. the univers not onli own a gutenberg bibl but it also hous in it collect turkish sun dial a chines crystal ball a divin basket from angola and nineteenth-centuri “spirit writing” chalk on a child-siz slate. tuck away in storag cabinet or hidden in closet and the backroom of it museum and librari are henri david thoreau’ pencil a life mask of abraham lincoln and chemic captur from a confeder ship. the art museum not onli care for masterpiec of renaiss paint but also for a silver-encrust cup made from a coconut. the natur histori museum not onli preserv dinosaur bone and a fish robot but an intact mexican tortilla more than a centuri old.in the first section of the cours we will consid how a statu a fish and a gingham gown have contribut to harvard’ histori and you will learn the valu of stop to look at the thing around you.in the next section we will explor some of the way peopl have brought thing togeth into purpos collect to preserv memori promot commerc and defin culture.fin we will consid method of rearrang object to creat new way of think about natur time and ordinari work.along the way you will discov new way of look at organ and interpret tangibl thing in your own environment.harvardx requir individu who enrol in it cours on edx to abid by the term of the edx honor code. harvardx will take appropri correct action in respons to violat of the edx honor code which may includ dismiss from the harvardx course; revoc of ani certif receiv for the harvardx course; or other remedi as circumst warrant. no refund will be issu in the case of correct action for such violations. enrolle who are take harvardx cours as part of anoth program will also be govern by the academ polici of those programs.harvardx pursu the scienc of learning. by regist as an onlin learner in an hx cours you will also particip in research about learning. read our research statement to learn more.harvard univers and harvardx are commit to maintain a safe and healthi educ and work environ in which no member of the commun is exclud from particip in deni the benefit of or subject to discrimin or harass in our program. all member of the harvardx commun are expect to abid by harvard polici on nondiscrimin includ sexual harass and the edx term of service. if you have ani question or concern pleas contact harvardx@harvard.edu and/or report your experi through the edx contact form. human

academ and busi writingbeginneran introduct to academ and busi write for english languag learner focus on grammar vocabulari structur edit and publication.colleg write 2.2x providesan introduct to academ and busi write for english languag learners. in thi cours student focu on understand the demand of differ style of write andwork to improv grammat correct vocabulari develop and revis and edit skills. the five-week cours includ materi on vocabulari tone diction and edit all in the area of academ and busi writing. student will have the opportun to write on a number of differ topic and idea alway center on area of interest to them. the cours materi are offer through read and videos. assign includ short write assign quizz journal entri and longer essays. commun

data scienc capstonebeginnershow what you'v learn from the profession certif program in data science.to becom an expert data scientist you need practic and experience. by complet thi capston project you will get an opportun to appli the knowledg and skill in r data analysi that you have gain throughout the series. thi final project will test your skill in data visual probabl infer and model data wrangl data organ regress and machin learning. unlik the rest of ourprofession certif program in data scienc in thi cours you will receiv much less guidanc from the instructors. when you complet the project you will have a data product to show off to potenti employ or educ program a strong indic of your expertis in the field of data science. data analysi & statist

basic of comput and programmingbeginnerthi is a self-pac cours from nyu that provid an introduct to comput and programmingthi is a self-pac cours that provid an introduct to comput and programming. the cours will address the follow topic use the python program language:bi the end of thi cours student should be abl to: comput scienc

fundament of neurosci part 2 neuron and networksbeginnerdiscov how neuron work togeth to creat complex network insid the brain.neuron in isol are fascin and complic but the real magic of neurosci happen in the interact between neurons. in thi cours we examin how neuron pass signal to one anoth and how complex dynam can result from just a few neuron arrang in rel simpl circuits. continu your journey through our fundament of neurosci seri with anim that explor the rich and complex of the brain documentari about work lab around cambridge. join us as we use virtual lab that simul neuron circuitri as we investig the collect behavior of neuron and learn how the brain modul the signal in those networks. biolog & life scienc

success negoti essenti strategi and skillsbeginnerbuild negoti skill and learn how to use and appli negoti strategi to your life with the univers of michigan.w all negoti on a daili basis. on a person level we negoti with friend famili landlord car seller and employ among others. negoti is also the key to busi success. no busi can surviv without profit contracts. within a compani negoti skill can lead to your career advancement.i hope that you will join the hundr of thousand of learner who have made “success negotiation” one of the most popular and highly-r mooc worldwide. in the cours you’ll learn about and practic the four step to a success negotiation:1 prepare: plan your negoti strategy2 negotiate: use key tactic for success3 close: creat a contract4 perform and evaluate: the end gameto success complet thi cours and improv your abil to negoti you’ll need to do the following:1 watch the short video rang from 5 to 20 minutes. the video are interact and they includ question to test your understand of negoti strategi and skills. you can speed up or slow down video to match your prefer pace for listening. depend on your schedul you can watch the video over a few week or you can bing watch them. a learner who binge-watch the cours conclud that “it’ as good as break bad.” anoth learner compar the cours to “hous of cards.” both show contain interest exampl of complex negotiations!2 test your negoti skill by complet the negoti in modul 6. you can negoti with a local friend or use discuss to find a partner from anoth part of the world. your negoti partner will give you feedback on your negoti skills. to assist you with your negoti i have develop sever free negoti plan tool that are relat to the course. these tool and a free app are avail at http://negotiationplanner.com/3 take the final exam. to success complet the cours you must answer 80% of the question correctly. the exam is a masteri exam which mean that you can take it as mani time as you want until you master the material.cours certificatey have the option of earn a cours certificate. a certif provid formal recognit of your achiev in the course.subtitl for the video are avail in english ukrainian chines simplifi portugues brazilian spanishcr by: univers of michiganin the cours you’ll learn about and practic the four step to a success negotiation: 1 prepare: plan your negoti strategi 2 negotiate: use key tactic for success 3 close: creat a contract 4 perform and evaluate: the end game busi & manag

data scienc linear regressionbeginnerlearn how to use r to implement linear regress one of the most common statist model approach in data science.linear regress is commonli use to quantifi the relationship between two or more variables. it is also use to adjust for confounding. thi cours part ofourprofession certif program in data scienc cover how to implement linear regress and adjust for confound in practic use r. in data scienc applic it is veri common to be interest in the relationship between two or more variables. the motiv case studi we examin in thi cours relat to the data-driven approach use to construct basebal team describ in moneyball. we will tri to determin which measur outcom best predict basebal run by use linear regression. we will also examin confound where extran variabl affect the relationship between two or more other variabl lead to spuriou associations. linear regress is a power techniqu for remov confound but it is not a magic process. it is essenti to understand when it is appropri to use and thi cours will teach you when to appli thi technique. data analysi & statist

html5 and css fundamentalsbeginnerlearn how to build web site use html5 and basic css directli from w3c creator of the latest web standards.thi cours is part of w3c' "front-end web developer" profession certificate.learn the basic of web design and style to give your web site a profession look and feel. the microsoft team and expert from the world wide web consortium w3c will guid you step-by-step in how to use the latest web standard to creat a site to be proud of.dur the cours you will learn the basic build block of web design and style – html5 and css – to give your site a profession look and feel.bi the end of the cours you should understand all the fundament element – from header and link to imag and sidebar – and leav have built a basic framework for your own web site.thi cours ha been initi develop by dale a. schouten anusha muthiah and christoph perkin as part of a partnership between w3c and intel®. comput scienc

data scienc product toolsbeginnerkeep your project organ and produc reproduc report use github git unix/linux and rstudio.a typic data analysi project may involv sever part each includ sever data file and differ script with code. keep all thi organ can be challenging. part of our profession certif program in data scienc thi cours explain how to use unix/linux as a tool for manag file and directori on your comput and how to keep the file system organized. you will be introduc to the version control system git a power tool for keep track of chang in your script and reports. we also introduc you to github and demonstr how you can use thi servic to keep your work in a repositori that facilit collaborations. final you will learn to write report in r markdown which permit you to incorpor text and code into a document. we'll put it all togeth use the power integr desktop environ rstudio. data analysi & statist

introduct to corpor financebeginnerlearn key financi concept for evalu and valu invest opportun includ how to valu stock and bonds.in thi cours you will gain an understand of time-honor financi concept and rule and how these can be appli to valu firm bond and stocks.w will cover the time valu of money cost of capit and capit budgeting. you will be use excel for mani process includ valu bond and stock comput npv and find irr.an beginn financ cours that is requir for all first-year mba student at columbia busi school the cours is taught by a world-class instructor activ train the next gener of market leader on wall street.particip from all background will be prepar to particip on the ever-evolv financi play field. busi & manag

comput scienc 101beginnerintroduct to comput scienc for a zero-prior-experi audience. play with littl phrase of code to understand what comput are all about.cs101 is a self-pac cours that teach the essenti idea of comput scienc for a zero-prior-experi audience. comput can appear veri complic but in realiti comput work within just a few simpl patterns. cs101 demystifi and bring those pattern to life which is use for anyon use comput today.in cs101 particip play and experi with short bit of "comput code" to bring to life to the power and limit of computers. everyth work within the browser so there is no extra softwar to download or install. cs101 also provid a gener background on comput today: what is a comput what is hardwar what is softwar what is the internet. anyon who ha the abil to use a web browser may be success in thi course. no previou comput scienc experi is required. comput scienc

data scienc wranglingbeginnerlearn to process and convert raw data into format need for analysis.in thi cours part of our profession certif program in data scienc we cover sever standard step of the data wrangl process like import data into r tidi data string process html pars work with date and time and text mining. rare are all these wrangl step necessari in a singl analysi but a data scientist will like face them all at some point. veri rare is data easili access in a data scienc project. it' more like for the data to be in a file a databas or extract from document such as web page tweet or pdfs. in these case the first step is to import the data into r and tidi the data use the tidyvers package. the step that convert data from it raw form to the tidi form is call data wrangling. thi process is a critic step for ani data scientist. know how to wrangl and clean data will enabl you to make critic insight that would otherwis be hidden. data analysi & statist

a hands-on introduct to engin simulationsintermediatelearn how to analyz real-world engin problem use ansi simul softwar and gain import profession skill sought by employers.in thi hands-on cours you'll learn how to perform engin simul use a power tool from ansi inc. thi is a problem-bas cours where you'll learn by doing. the focu will be on understand what' under the blackbox so as to move beyond garbage-in garbage-out. you'll practic use a common solut approach to problem involv differ physics: structur mechan fluid dynam and heat transfer.we'l solv textbook exampl to understand the fundament principl of finite-el analysi and comput fluid dynamics. then we'll appli these principl to simul real-world exampl in the tool includ a bolt rocket assembl and a wind turbin rotor.we'l discuss current industri practic with a spacex engineer. by work through exampl in a lead simul tool that profession use you'll learn to move beyond button push and start think like an expert.thi cours teach fundament concept and tool use in an integr fashion use the power of onlin learning. all learner will have access to a free download of ansi student.join us to discov whi simul have chang how engin is done and how you can be a part of thi revolution. engin

ai for everyon master the basicsbeginnerlearn what artifici intellig ai is by understand it applic and key concept includ machin learn deep learn and neural networks.in thi cours you will learn what ai is and understand it applic and use case and how it is transform our lives. you will explor basic ai concept includ machin learn deep learn and neural network as well as use case and applic of ai. you will be expos to concern surround ai includ ethic bia job and the impact on society.y will take a glimps of the futur with ai get advic for start an ai relat career and wrap up the cours by demonstr ai in action with a mini project.thi ai for everyon cours doe not requir ani program or comput scienc expertis and is design to introduc the basic of ai to anyon whether you have a technic background or not. comput scienc

the psycholog of crimin justicebeginnerlearn how behaviour scienc can improv our crimin justic system.thi cours systemat explor the effect of the law and justic system from a psycholog perspective. by experienc a fiction case first hand you will learn about the psycholog of law and some of the misconcept commonli held about crimin justice. human

machin learn with python a practic introductionbeginnermachin learn can be an incred benefici tool to uncov hidden insight and predict futur trends. thi machin learn with python cours will give you all the tool you need to get start with supervis and unsupervis learning.about thi coursethi machin learn with python cours dive into the basic of machin learn use python an approach and well-known program language. you'll learn about supervis vs. unsupervis learn look into how statist model relat to machin learn and do a comparison of each. we'll explor mani popular algorithm includ classif regress cluster and dimension reduct and popular model such as train/test split root mean squar error rmse and random forests. along the way you’ll look at real-lif exampl of machin learn and see how it affect societi in way you may not have guessed!most importantli you will transform your theoret knowledg into practic skill use hands-on labs. get readi to do more learn than your machine!we'l explor mani popular algorithm includ classif regress cluster and dimension reduct and popular model such astrain/test split root mean squar error and random forests.mostimportantli you will transform your theoret knowledg into practic skill use hands-on labs. get readi to do more learn than your machine! data analysi & statist

analyz data with pythonbeginnerin thi cours you will learn how to analyz data in python use multi-dimension array in numpi manipul datafram in panda use scipi librari of mathemat routin and perform machin learn use scikit-learn!learn to analyz data with pythonlearn how to analyz data use python in thi beginn course. you will go from understand the basic of python to explor mani differ type of data through lectur hands-on lab and assignments. you will learn how to prepar data for analysi perform simpl statist analys creat meaning data visual predict futur trend from data and more!y will learn how to: __it includ follow parts:data analysi libraries: will learn to use panda datafram numpi multi-diment array and scipi librari to work with a variou datasets. we will introduc you to panda an open-sourc librari and we will use it to load manipul analyz and visual cool datasets. then we will introduc you to anoth open-sourc librari scikit-learn and we will use some of it machin learn algorithm to build smart model and make cool predictions. data analysi & statist

probabl - the scienc of uncertainti and dataadvancedbuild foundat knowledg of data scienc with thi introduct to probabilist model includ random process and the basic element of statist infer -- part of the mitx micromast program in statist and data science.th world is full of uncertainty: accid storm unruli financi market noisi communications. the world is also full of data. probabilist model and the relat field of statist infer are the key to analyz data and make scientif sound predictions.probabilist model use the languag of mathematics. but instead of reli on the tradit "theorem-proof" format we develop the materi in an intuit -- but still rigor and mathematically-precis -- manner. furthermor while the applic are multipl and evid we emphas the basic concept and methodolog that are univers applicable.th cours cover all of the basic probabl concept including:th content of thi coursear heavili base upon the correspond mit class -- introduct to probabl -- a cours that ha been offer and continu refin over more than 50 years. it is a challeng class but will enabl you to appli the tool of probabl theori to real-world applic or to your research.thi cours is part of themitx micromast program in statist and data science. master the skill need to be an inform and effect practition of data science. you will complet thi cours and three other from mitx at a similar pace and level of rigor as an on-campu cours at mit and then take a virtually-proctor exam to earn your micromast an academ credenti that will demonstr your profici in data scienc or acceler your path toward an mit phd or a master' at other universities. to learn more about thi program pleas visit https://micromasters.mit.edu/ds/. data analysi & statist

fundament of neurosci part 3 the brainbeginnerdiscov what make your brain tick in thi third cours in our beginn seri in neuroscience.th human brain is a fantast complex system capabl of transform a torrent of incom inform into thought and action. in thi cours we will look at how the variou subsystem of the brain work togeth to enabl us to surviv and thrive in a chang world. each lesson will challeng you with interact segment anim and documentari that explor the rich and complex of the brain. our forum will provid you with a place to meet other student around the world and you can learn from each other through a seri of discuss questions. do you want to learn about how brain perceiv the world? join us as we explor sensat percept and the physiolog of function region of the brain. biolog & life scienc

sikhism through it scripturesbeginnerthi cours examin the sikh scriptur from a doctrin and histor perspect by provid an overview of sikh teach as well as the histor context within which the scriptur evolv and becam canonized.sikhi commonli known as sikhism is a monotheist religi tradit that wa found byguru nanak in late fifteenth-centuri panjab in south asia. today sikhi’ approxim twenty-f to thirti million adher can be found all over the globe make it one of the six major religion of the world. sikhi encompass a number of religi social econom and politicalinstitut most of which were establish and nurtur by guru nanak and hi ninesuccessor known as sikh gurus. for over five hundr year sikh in the panjab and all over the world have engag with their scriptur the guru granth sahib through the devot practic of exegesi sing recit memor and calligraphy. thi cours examin the sikh scriptur from a doctrin and histor perspect by providingan overview of sikh teach as well as the histor context within which the scriptur evolvedand becam canonized. it also examin the music and aesthet dimens of the sikhscriptur as well as way in which the volumin text ha provid sikh with a social ethic spiritu and polit messag to help them respond to and shape the world around them. human

upper-intermedi english busi and modern lifeintermediateadv your english languageskillsa you learn how to rephras sentenc andprepar for an interview. topic such as film sport and natur resourc will also be discussed.thi cours is the second in a seri of four english languag mooc design for student with an intermedi level of english look to reach a higher intermedi level. the cours is compris of video lesson read comprehens activ grammar explan and exercis listen comprehens activ and speak practice. the cours cover interest topic such as the olymp game natur resourc extrem sport health issu film pollut or pets. thi cours also includ preparatori materi and recommend to take the cambridg univers first certif in english examin fce. languag

religi literaci tradit and scripturesbeginnerlearn how to better understand the rich and complex way that religion function in histor and contemporari contexts.th studi of religion is the studi of a rich and fascin dimens of human experi that includ but goe well beyond belief and ritual practices. in thi religion cours learner explor case studi about how religion are intern divers how they evolv and chang through time and how religion are embed in all dimens of human experience. we’ll explor these tenet through the len of scriptur and through theme such as gender and sexual art violenc and peac scienc and power and authority.join peer from around the world to embark on thi journey to better understand religion in human affairs. human

analyz and visual data with power bibeginnerstep up your analyt game and learn one of the most in-demand job skill in the unit states.pow bi is a robust busi analyt and visual tool from microsoft that help data profession bring their data to life and tell more meaning stores.thi four-week cours is a beginner' guid to work with data in power bi and is perfect for professionals. you'll becom confid in work with data creat data visual and prepar report and dashboards.tak thi cours if you are a:imag attribution: "data visual & infographic/unicef report vol. 1" by shangn wang olga oleszczuk is licens under cc by-nc-nd 4.0 data analysi & statist

high-dimension data analysisadvanceda focu on sever techniqu that are wide use in the analysi of high-dimension data.if you’r interest in data analysi and interpret then thi is the data scienc cours for you. we start by learn the mathemat definit of distanc and use thi to motiv the use of the singular valu decomposit svd for dimens reduct of high-dimension data set and multi-dimension scale and it connect to principl compon analysis. we will learn about the batch effect the most challeng data analyt problem in genom today and describ how the techniqu can be use to detect and adjust for batch effects. specif we will describ the princip compon analysi and factor analysi and demonstr how these concept are appli to data visual and data analysi of high-throughput experiment data.fin we give a brief introduct to machin learn and appli it to high-throughput large-scal data. we describ the gener idea behind cluster analysi and descript k-mean and hierarch cluster and demonstr how these are use in genom and describ predict algorithm such as k-nearest neighbor along with the concept of train set test set error rate and cross-validation.given the divers in educ background of our student we have divid the seri into seven parts. you can take the entir seri or individu cours that interest you. if you are a statistician you should consid skip the first two or three cours similarli if you are biologist you should consid skip some of the beginn biolog lectures. note that the statist and program aspect of the class ramp up in difficulti rel quickli across the first three courses. by the third cours will be teach advanc statist concept such as hierarch model and by the fourth advanc softwar engin skill such as parallel comput and reproduc research concepts.thes cours make up two profession certif and are self-paced:data analysi for life sciences:genom data analysis:thi class wa support in part by nih grant r25gm114818. data analysi & statist

introduct to music theorybeginnerlearn key concept and approach need to understand creat and perform contemporari music.do you have a passion for music and want to learn more about how it works? are you a musician who learn by ear and ha no formal training? would you like to studi music but are unsur of where to begin? then thi music theori cours is for you. thi cours includ six lesson that will give you the knowledg and skill you need to understand basic music theory. you’ll learn from berkle colleg of music professor georg w. russel jr. and from berkle student who share their music journey and offer advic for those want to studi music. abov all the cours is design to impart the joy of creat music and share it with others. human

citiesx the past present and futur of urban lifebeginnerexplor what make citi energ amaz challeng and perhap humanity’ greatest invention.for the first time in human histori more than fifti percent of the world’ popul live in urban areas. citi allow for the exchang of idea and gener remark innov in busi art and ideas. citi are also home to million live in poverty. urban live can provid a pathway to a better life but that’ not alway the case for mani peopl around the world. citiesx will give you a far-rang look at the past present and futur of citi with the aim of teach you how to better understand appreci and improv urban areas. the cours will explor key concept of urban develop by examin citi around the world includ london rio de janeiro new york citi shanghai mumbai kigali and mani more. the cours includ a histor explor of cities: how urban center like ancient rome result from consolid of imperi power how citi like sao paulo grew as import hotb of industri and how citi like seattl becam hub of technolog and human capital. citiesx also dive into press social and urban plan issu like public health transport zone gentrif cost of live crime and congestion. the cours includ interview and insight from academ polici maker urban leader and citi residents. the analyt framework of the cours come from econom but is enhanc by convers with expert from other disciplin includ sociolog urban plan journal anthropolog histori art & music to provid learner with a greater understand of all aspect of urbanism. support for citiesx is gener provid by tishman speyer. social scienc

the path to happi what chines philosophi teach us about the good lifebeginnerwhi should we care about confucius? explor ancient chines philosophi ethic and polit theori to challeng your assumpt of what it mean to be happi live a meaning life and chang the world.today find happi is about mind and discov your true self. you may have heard that happi is found by look within. ancient chines philosophi challeng all of these modern assumptions. from confucian to daoism the philosophi develop over two thousand year ago are among the most power in human history. thi cours bring voic from the past into modern context to explor the path to a good life today. the philosoph concept discuss provid tool to chang your life and increas person happi by focus on your action the power of ritual and the import of sens the world around you. through a seri of lectur anim discuss and reflect diari thi cours focus on close read from promin chines philosophers. the cours requir no prior knowledg of chines philosophi or histori and all text are in translation. adapt from one of the most popular class at harvard thi cours is now avail onlin for the first time. learn from award-win professor michael puett and start on your path toward happiness. philosophi & ethic

entrepreneurship 101 who is your customer?beginnerentrepreneurship can be learned. begin your journey by learn the first import skill for aspir entrepreneurs.what separ an idea from a business?a pay customer.and thi is where we want to take you in thi course. from there you’ll begin grow your group of target customers. thi will set in motion your flywheel toward an impact enterprise.y entrepreneurship is a creativ process—thi is what make it fun. but a method approach is necessari for it to work. and it is thi combin of creativ and disciplin that you’ll begin learn in thi course. specif upon complet of entrepreneurship 101 you’ll have the skill to:entrepreneurship 101 is base on case studi of mit startup compani and their founders. through them you’ll get expos to innov in mobil app 3d print power electron intern develop watchmak and more. in the process you will learn how to interview potenti custom understand the crucial differ between top-down and bottom-up market analysi and develop a strateg framework for decid what market to pursu for your product or service.thi cours is particularli use for:entrepreneurship 101 prepar you for an mit bootcamp. in thi program you will be challeng to start a compani in 5 days. in the process you will learn from mit faculti and get coach by mit entrepreneurs. busi & manag

u.s. public polici social econom and foreign policiesbeginnerlearn about public polici in america and the dynam of american politics.publ polici put law into action. the execut branch direct the combin activ of the feder govern to address a multitud of problem from the environ to the economy. the polici of the unit state affect social issu econom growth tax regul and foreign affairs. thi cours will take a broad view of public polici in america but will use specif exampl such as the 2008 econom downturn and climat chang to illustr the wide-rang effect of those policies. we’ll address the intersect of religion and polit and how issu such as abort and same-sex marriag have play out in the polit arena. we’ll discuss fiscal monetari welfar and incom policy—what they are what tool they involv and what polit divis they create. we’ll examin partisan divis over regulatori polici and the basi for those divisions. final we’ll trace the evolut of america’ posit as a trade nation by examin trade agreement like the north american free trade agreement nafta and the trans-pacif partnership tpp. thi cours will also serv as an overview of american govern concentr on overarch tendenc such as it fragment power structure. the import of these tendenc will be explain by show how thoroughli each of them affect american politics. social scienc

machin learn with python from linear model to deep learningadvancedan in-depth introduct to the field of machin learn from linear model to deep learn and reinforc learn through hands-on python projects. -- part of the mitx micromast program in statist and data science.if you have specif question about thi cours pleas contact us atsds-mm@mit.edu.machin learn method are commonli use across engin and scienc from comput system to physics. moreov commerci site such as search engin recommend system e.g. netflix amazon advertis and financi institut employ machin learn algorithm for content recommend predict custom behavior complianc or risk.a a disciplin machin learn tri to design and understand comput program that learn from experi for the purpos of predict or control.in thi cours student will learn about principl and algorithm for turn train data into effect autom predictions. we will cover:stud will implement and experi with the algorithm in sever python project design for differ practic applications.thi cours is part of themitx micromast program in statist and data science. master the skill need to be an inform and effect practition of data science. you will complet thi cours and three other from mitx at a similar pace and level of rigor as an on-campu cours at mit and then take a virtually-proctor exam to earn your micromast an academ credenti that will demonstr your profici in data scienc or acceler your path toward an mit phd or a master' at other universities. to learn more about thi program pleas visit https://micromasters.mit.edu/ds/. comput scienc

introduct to data sciencebeginnerlearn about the world of data scienc first-hand from real data scientists.th art of uncov the insight and trend in data ha been around for centuries. the ancient egyptian appli censu data to increas effici in tax collect and they accur predict the flood of the nile river everi year. sinc then peopl work in data scienc have carv out a uniqu and distinct field for the work they do. thi field is data scienc and in thi cours you will meet some big data scienc practition and we will get an overview of what data scienc is today. data analysi & statist

circuit and electron 1 basic circuit analysisbeginnerlearn techniqu that are foundat to the design of microchip use in smartphon self-driv car comput and the internet.w to learn about circuit and electron but unsur where to begin? wonder how to make comput run faster or your mobil phone batteri last longer? thi free circuit cours taught by edx ceo and mit professor anant agarw and colleagu is for you. thi is the first of three onlin circuit & electron cours offer by professor anant agarw and colleagu at mit and is taken by all mit electr engin and comput scienc eec majors. topic cover include: resist element and networks; circuit analysi method includ kvl kcl and the node method; independ and depend sources; linear superposit thevenin & norton methods; digit abstract combin gates; and mosfet switch and small signal analysis. design and lab exercis are also signific compon of the course. weekli coursework includ interact video sequenc read from the textbook homework onlin laboratori and option tutorials. the cours will also have a final exam. thi is a self-pac cours so there are no weekli deadlines. howev all assign are due when the cours ends. electron

improv your busi through a cultur of healthbeginnerlearn how a cultur of health can transform your busi to improv the well-b of your employe and compani while increas revenue.whil the unit state is one of the world’ wealthiest nation it is far from the healthiest. our nation’ burden of diseas affect busi everi day from sick employe and famili reduc product and increas cost to product recal and failur to environment scandal such as toxic chemic emiss harm commun and reputations. name runner up for best onlin program of 2018 by pro thi harvardx cours is present by lead faculti from the harvard t.h. chan school of public health and the harvard busi school and will provid busi with strategi tactic and tool to gain a competit advantag by implement a cultur of health to address these issu and stay ahead. embrac a cultur of health can improv your employees’ well-b as well as the health of your consum your commun and the environment. a cultur of health can help you to reduc cost increas revenu and profit and enhanc your company’ reputation. for exampl employe who work in a healthi and safe environ spend less time away from work for health reason decreas interrupt while increas output and employe retention. when employe and custom spend less on health care they have more dispos incom to spend on non–health care need boost the economi and benefit your business. strengthen your busi use the cultur of health approach will enhanc the greater good by promot well-being—benefit societi your busi and employe your custom and commun and you. busi & manag

introduct to linear model and matrix algebraintermediatelearn to use r program to appli linear model to analyz data in life sciences.matrix algebra underli mani of the current tool for experiment design and the analysi of high-dimension data. in thi beginn onlin cours in data analysi we will use matrix algebra to repres the linear model that commonli use to model differ between experiment units. we perform statist infer on these differences. throughout the cours we will use the r program languag to perform matrix operations.given the divers in educ background of our student we have divid the seri into seven parts. you can take the entir seri or individu cours that interest you. if you are a statistician you should consid skip the first two or three cours similarli if you are biologist you should consid skip some of the beginn biolog lectures. note that the statist and program aspect of the class ramp up in difficulti rel quickli across the first three courses. you will need to know some basic stat for thi course. by the third cours will be teach advanc statist concept such as hierarch model and by the fourth advanc softwar engin skill such as parallel comput and reproduc research concepts.thes cours make up two profession certif and are self-paced:data analysi for life sciences:genom data analysis:thi class wa support in part by nih grant r25gm114818. math

do your ventur entrepreneurship for everyonebeginnerthi cours is part of a micromasters® programthi hands-on action orient busi and manag cours will introduc you to a systemat scientif and an easi process of test your idea and opportun you envision.y will learn the “do your venture” ideolog which will teach you common path entrepreneur take when launch their own venture. you will also learn the tool and techniqu for gener idea and then test your idea in the field and gather feedback. busi & manag

humanitarian respons to conflict and disasterbeginnerlearn the principl guid humanitarian respons to modern emerg and the challeng face in the field today.from the syrian refuge crisi to the west africa ebola outbreak humanitarian emerg have reach unpreced dimens and proportions. as need for humanitarian aid grow how can effort to allevi human suffer evolv with it?thi cours from the harvard humanitarian initi and harvardx seek to prepar learner to recogn and analyz emerg challeng in the humanitarian field. the cours explor the ethic and profession principl that guid humanitarian respons to conflict and disaster. particip will learn the legal and histor framework that shape these principl test their applic to the challeng face by humanitarian actor today.through four case studi cover the respons to crise in goma zair somalia the balkan afghanistan and pakistan particip will engag with harvard faculti current practition and one another. these case introduc major trend affect the current landscap of humanitarian respons – includ rapid popul displac violenc against aid worker and civil-militari engagement. thought engag with thi cours will prepar particip to be inform and awar humanitarian practition scholar policy-mak and global citizens. health & safeti

women make histori ten object mani storiesbeginnerlearn how american women creat confront and embrac chang in the 20th centuri while explor ten object from radcliffe’ schlesing library.a we approach the centenni of the passag of women’ suffrag in 1920 there ha been a recent burst of activ among american women. women are run for polit offic in record numbers. women are organ and take to the street to demand change. women are grappl with inclus and intersectionality. while some of thi activ may have been a respons to the 2016 presidenti elect it root lie deep in 20th-centuri histori — a histori richli preservedin harvard’ schlesing librari build on the library’ 75th anniversari exhibit. thi cours exemplifi the import of archiv in themak of history. professor laurel ulrich and jane kamenski along with colleagu from across harvard univers and beyond show how women in the 20th-centuri unit state push boundari fought for new right and challeng contemporari notion of what women could and should do. through the explor of ten icon object from the schlesing collect they demonstr how women creat chang by embrac educ adopt new technolog and creat innov work of art; push against discrimin and step into new role in public and in private. histori

masterpiec of world literaturebeginnerembark on a global journey to explor the past present and futur of world literature.thi literatur cours explor how great writer refract their world and how their work are transform when they interven in our global cultur landscap today.no nation literatur ha ever grown up in isol from the cultur around it; from the earliest period great work of literatur have probe the tension conflict and connect among neighbor cultur and often more distant region as well.focus particularli on work of literatur that take the experi of the wider world as their theme thi cours will explor the vari artist mode in which great writer have situat themselv in the world help us to understand the deep root of today' intertwin global cultures.harvardx requir individu who enrol in it cours on edx to abid by the term of theedx honor code. harvardx will take appropri correct action in respons to violat of the edx honor code which may includ dismiss from the harvardx course; revoc of ani certif receiv for the harvardx course; or other remedi as circumst warrant. no refund will be issu in the case of correct action for such violations. enrolle who are take harvardx cours as part of anoth program will also be govern by the academ polici of those programs.harvardx pursu the scienc of learning. by regist as an onlin learner in an hx cours you will also particip in research about learning. read ourresearch statement to learn more.harvard univers and harvardx are commit to maintain a safe and healthi educ and work environ in which no member of the commun is exclud from pa`rticip in deni the benefit of or subject to discrimin or harass in our program. all member of the harvardx commun are expect to abid by harvard polici on nondiscrimin includ sexual harass and the edx term of service. if you have ani question or concern pleas contactharvardx@harvard.edu and/or report your experi through the edx contact form. literatur

sql for data sciencebeginnerlearn how to use and appli the power languag of sql to better commun and extract data from databas - a must for anyon work in the data scienc field.much of the world' data live in databases. sql or structur queri languag is a power program languag that is use for commun with and extract variou data type from databases. a work knowledg of databas and sql is necessari to advanc as a data scientist or a machin learn specialist. the purpos of thi cours is to introduc relat databas concept and help you learn and appli foundat knowledg of the sql language. it is also intend to get you start with perform sql access in a data scienc environment.th emphasi in thi cours is on hands-on practic learning. as such you will work with real databas real data scienc tool and real-world datasets. you will creat a databas instanc in the cloud. through a seri of hands-on lab you will practic build and run sql queries. you will also learn how to access databas from jupyt notebook use sql and python.no prior knowledg of databas sql python or program is required. data analysi & statist

scienc & cook from haut cuisin to soft matter scienc (physics)beginnertop chef and harvard research explor how tradit and modernist cook techniqu can illumin basic principl in chemistri physic and engineering. learn about elast viscos mayonnais bake and more!in thi cours which investig physic transform in food we will be visit by world-fam chef who use a number of differ style and techniqu in their cooking. each chef will demonstr how he or she prepar delici and interest creation and we will explor how fundament scientif principl make them possible.top will include:y will also have the opportun to becom an experiment scientist in your veri own laboratori — your kitchen! by follow along with the recip of the week take precis measur and make skill observ you will learn to think like both a chef and a scientist. thi practic will prepar you for the final project when you will design and perform an experi to analyz a recip of your choic from a scientif perspective.th lab is certainli one of the most uniqu compon of thi cours — after all in what other scienc cours can you eat your experiments? physic

market analyt competit analysi and market segmentationintermediatethi cours is part of a micromasters® programin thi market cours you will learn about competit analysi and market segment includ how to analyz and structur industri and market to transform your market effort from vagu gener attempt to laser-guid precision.y will learn how to predict what your competitor will do next plu how to segment market for greater custom satisfact and compani profitability.thi cours is taught by stephan sorger who ha held leadership role in market and product develop at compani such as oracl 3com and nasa. he ha also taught for over a decad at uc berkeley extens and is the author of two wide adopt market textbooks.thi cours will equip you with the knowledg and skill necessari to immedi see practic benefit in the workplace. analytics-bas market is increasingli import in determin a company’ spend and roi. mani entry-level posit in market now requir some basic level of knowledg in thi rapidli grow field. comput scienc

malariax defeat malaria from the gene to the globeintermediatehow can we erad malaria? explor cutting-edg scienc and technolog and examin polici need to control and elimin malaria.how can we erad malaria? explor the scientif and technolog underpin of malaria as well as the histor polit social and econom context in which control elimin and erad effort unfold.through foundat lectur and supplement interview thi cours provid particip with a toolbox of knowledg and skills. learner will be guid through the analysi of real-world data and it effect use in problem-solving. analyt approach focu on how to develop and implement evidence-bas intervent strategi to contribut to nation and local malaria erad efforts.th target audienc for the cours includ those with an interest in gain the technic expertis and leadership skill need to work in global health and malaria program around the world.th self-pac natur of the cours will allow learner to access it at their convenience. biolog & life scienc

entrepreneurship in emerg economiesbeginnerexplor how entrepreneurship and innov tackl complex social problem in emerg economies.thi busi and manag cours taught by harvard busi school professor tarun khanna take an inter-disciplinari approach to understand and solv complex social problems. you will learn about prior attempt to address these problem across the emerg market identifi point of opportun for smart entrepreneuri effort and propos and develop your own creativ solutions. the focu of thi cours is on individu agency—what can you do to address a defin problem? the creativ process start with immers in the problem-at-hand and the har of divers perspectives.th cours then touch on issu relat to financ scale up of oper brand the manag of properti right and the creation of appropri metric for assess progress and social valu in the fast-grow but institut compromis set of emerg markets.th set are divers sector healthcar onlin commerc fintech infrastructur and geograph india and south asia china africa latin america. but the emphasi is less on comprehens coverag than on develop a way of think with a bias-to-action. busi & manag

javascript introductionbeginnerlearn javascript a web develop program languag to add interact to your web page and becom an expert web developer.thi cours is part of w3c' "front-end web developer" profession certificate.javascript let you add interact featur to your web site includ dynam updat content control multimedia anim imag and much more. develop in partnership between w3c and univers côte d'azur thi beginn cours ha been design to help web develop have an understand of the basic concept of the language. we present javascript best practic by mean of mani interact exampl some of which be demonstr in live code videos.w use javascript in the web browser. whi javascript is worth your time:at the end of the cours we expect you to be abl to read the sourc code of ani javascript exampl found on the web learn from it tweak it and even – whi not? – start contribut to open-sourc javascript projects. comput scienc

peopl managementbeginnerlearn to be a better manag by develop leadership and commun skill design to turn first time manag into great team leaders.do you aspir to be an ideal peopl manager? the journey from be an individu contributor to a peopl manag requir signific person develop and growth. if you are a first time manag you may have ask yourself:th object of thi busi and manag cours is to smoothen the transit for newli appoint peopl manag motiv and guid peopl who are aspir to becom one and to think back and reflect for season managers.th cours will provid learner with an enhanc understand of the role of peopl manag in organiz context. busi & manag

use email for network in englishbeginnerimprov your write skills. write effect email includ great subject line greet and closings. you’ll be more confid as you commun for busi send messag expand your network and search for job in english.effect write is an import busi skill especi for network and most commun take place use email. in thi cours you’ll learnimport vocabulari and strategi for write effect email start with the subject line. you'll learn how to write messag for differ audienc and understand when tobe formal or direct.you’llalso learn how your choic of word can chang the way peopl view your message.you'l practic write email to follow up with peopl in your network. languag

databas relat databas and sqlbeginnerthi cours is one of five self-pac cours on the topic of databas origin as one of stanford' three inaugur massiv open onlin cours releas in the fall of 2011. the origin "databases" cours are now all avail on edx.org.about the databas seri of courses"databases" wa one of stanford' three inaugur massiv open onlin cours in the fall of 2011. it ha been offer in synchron and then in self-pac version on a varieti of platform continu sinc 2011. the materi is now be offer as a set of five self-pac cours which can be taken in a varieti of way to learn about differ aspect of databases. relat databas and sql is the most popular cours in the databas series. it is applic to learner seek to gain a strong understand of relat databas and to master sql the long-accept standard queri languag for relat databas systems. addit cours focu on advanc concept in relat databas and sql formal foundat and databas design methodolog and semistructur data.al of the cours are base around video lectur and demos. mani of them includ quizz between video segment to check understand in-depth standalon quizz and/or a varieti of automatically-check interact exercises. each cours also includ an unmoder discuss forum and pointer to read and resources. the cours are describ briefli below. taught by professor jennif widom the overal curriculum draw from stanford' popular longstand databas course.whi learn about databasesdatabas are incred preval -- they underli technolog use by most peopl everi day if not everi hour. databas resid behind a huge number of websites; they'r a crucial compon of telecommun system bank system video game and just about ani other softwar system or electron devic that maintain some amount of persist information. in addit to persist databas system provid a number of other properti that make them except use and convenient: reliabl effici scalabl concurr control data abstract and high-level queri languages. databas are so ubiquit and import that comput scienc graduat frequent cite their databas class as the one most use to them in their industri or graduate-school careers.stanford' onlin offer in databas is now avail as a set of five self-pac courses:databases: relat databas and sqldatabases: advanc topic in sql prerequisite: relat databas and sqldatabases: olap and recursiondatabases: model and theorydatabases: semistructur data comput scienc

c program get startedbeginnerstart learn one of the most power and wide use program languag c.in thi cours you will learn the principl of c program and start code hands-on in a browser tool that will provid instant feedback on your code. the c program languag is one of the most stabl and popular program languag in the world. it help to power your smartphon your car' navig system robot drone train and almost all electron devices. c is use in ani circumst where speed and flexibl are import such as in embed system or high-perform computing. in thi cours you will get start with c and learn how to write your first program how to make simpl comput and print the result to the screen how to store valu in variabl and how to repeat instruct use loops. beginn even those without ani program experi will be abl to immedi start code in c with the help of power yet simpl code tool right within the web browser. no need to instal anything! we are excit to introduc you to the world of code and launch you along your path to becom a skill c programmer! thi is the first cours in the c program with linux profession certif program. thi seri of seven short cours will establish your program skill and unlock door to career in comput engineering. thi cours ha receiv financi support from the patrick & lina drahi foundation. comput scienc

suppli chain analyticsbeginnermast and appli the core methodolog use in suppli chain analysi and model includ statist regress optim and probabl ​- part of the mitx suppli chain manag micromast credential.suppli chain are complex system involv multipl busi and organ with differ goal and objectives. mani differ analyt method and techniqu are use by research and practition alik to better design and manag their suppli chains. thi busi and manag cours introduc the primari method and tool that you will encount in your studi and practic of suppli chains. we focu on the applic of these method not necessarili the theoret underpinnings.w will begin with an overview of beginn probabl and decis analysi to ensur that student understand how uncertainti can be modeled. next we will move into basic statist and regression. final we will introduc optim model from unconstrain to linear non-linear and mix integ linear programming.thi is a hands-on course. student will use spreadsheet extens to appli these techniqu and approach in case studi drawn from actual suppli chain . busi & manag

program for the web with javascriptintermediatelearn how to develop dynam interact and data-driven web app use javascript.javascript is the program languag of the world wide web.a a profession web softwar develop you will not onli need to know how to program in thi simpl yet power languag but you will need to understand the fundament of how data is exchang on the world wide web www and what tool and framework are avail to you for creat robust interact web applications.thi cours part of the cs essenti for softwar develop profession certif program provid an introduct to modern web develop use javascript. in addit to explor the basic of web page creation use html and css you will learn advanc web page layout and respons design tool such as bootstrap. you will also learn how browser repres a web page data use the document object model dom and how to develop dynam interact web page use javascript in the browser. beyond fundament javascript syntax and advanc languag featur such as callback event and asynchron program you will work with jqueri which provid function for simplifi dom manipul and event handling.thi cours will also introduc you to modern web framework and component-bas librari such as react.j for effici develop modular web page compon and d3.j for creat data-driven documents. we will also teach you how to repres and exchang data use javascript object notat json and how to access rest api on the web.server-sid javascript is becom more preval in the industri with web framework such as node.j and express make it simpl to creat and deploy complex data-driven web applications. thi cours will prepar you to use such framework and show you how to integr them with nosql databas such as mongodb. comput scienc

introduct to digit humanitiesbeginnerdevelop skill in digit research and visual techniqu across subject and field within the humanities.a primari sourc of inform are more frequent digit and avail onlin than ever befor how can we use those sourc to ask new questions? how did chines famili organ themselv and their landscap in china’ past? how did african slave from differ cultur form commun in the americas? what influenc inform the creation and evolut of broadway musicals? how can i understand or interpret 1 000 book all at once? how can i creat a visual that my student can interact with? the answer to these question can be explor use a wide varieti of digit tool method and sources. as museum librari archiv and other institut have digit collect and artifact new tool and standard have been develop that turn those materi into machine-read data. optic charact recognit ocr and the text encod initi tei for exampl have enabl human research to processvastamount of textual data. howev these advanc are not limit just to text. sound imag and video have all been subject to these new form of research. thi cours will show you how to manag the mani aspect of digit human research and scholarship. whether you are a student or scholar librarian or archivist museum curat or public historian — or just plain curiou — thi cours will help you bring your area of studi or interest to new life use digit tools. human

upper-intermedi english busi and industryintermediatetak your english languag skill to the next level. learn how to write letter use appropri verbal tens and enhanc your vocabulari and grammar all within the context of business.thi cours is the first in a seri of four english languag mooc design for student with an intermedi level of english look to reach a higher intermedi level. the cours is compris of video lesson read comprehens activ grammar explan and exercis listen comprehens activ and speak practice. the cours cover interest topic such assuccess busi risk manag industri design and radio broadcasting. thi cours also includ preparatori materi and recommend to take the cambridg univers first certif in english examin fce. languag

emsat english prepar - level 1beginnerthi comprehens and product cours focus on the pre-intermedi level and develop the learner’ read listen and studi skills. learner focu on high frequenc and academ vocabulari in addit to be introduc to the emsat exam structure.thi pre-intermedi english as a second languag cours help student with a current emsat score lower than 1175 to develop their read and grammar skills. student will develop exam strategi to prepar them for the read and vocabulari section of their exam.addit student will develop write grammar and vocabulari skills. the cours will consolid and expand upon basic grammat knowledg in write and speaking. the cours will also teach exam strategi for the write & grammar section of the exam. student will develop an understand of the differ write & grammar task on the exam and an awar of appropri discours structur for exam write tasks. languag

python for data scienceadvancedlearn to use power open-sourc python tool includ panda git and matplotlib to manipul analyz and visual complex datasets.in the inform age data is all around us. within thi data are answer to compel question across mani societ domain polit busi scienc etc.. but if you had access to a larg dataset would you be abl to find the answer you seek?thi cours part of the data scienc micromast program will introduc you to a collect of power open-sourc tool need to analyz data and to conduct data science. specif you'll learn how to use:y will learn these tool all within the context of solv compel data scienc problems.aft complet thi cours you'll be abl to find answer within larg dataset by use python tool to import data explor it analyz it learn from it visual it and ultim gener easili sharabl reports.bi learn these skill you'll also becom a member of a world-wid commun which seek to build data scienc tool explor public dataset and discuss evidence-bas findings. last but not least thi cours will provid you with the foundat you need to succeed in later cours in the data scienc micromast program. data analysi & statist

empathi and emot intellig at workbeginnerlearn research-bas skill to strengthen empathi and trust improv collabor and creat more innov product and satisfi experi at work.on of the key insight from the scienc of happi is that our own person happi depend heavili on our relationship with others. by tune into the need of other peopl we actual enhanc our own emot well-being. the same is true within organizations: those that foster trust cooper relationship are more like to have a more satisfi engaged—and more product and innovative—workforc with greater employe loyalti and retention.thi cours delv into the social and emot skill that sustain posit relationship at work. it highlight the foundat and relat skill of empathi and “emot intellig ” also known as eq which refer to the skill of identifi and regul our own feel tune into the feel of other and understand their perspect and use thi knowledg to guid us toward construct social interactions.draw on research and real-world case studi the cours reveal how hone these skill promot well-b within an organ support everyth from good management—manag high in empathi for exampl have employe who report be happier and take fewer sick days—to more effect teamwork problem solv and recoveri from setbacks. the cours also explain the psycholog and neuroscientif root of cooper compassion behavior make the case that these are not just “soft” skill but core aspect of human natur that serv basic human need as well as the bottom line.what’ more it offer practic way to strengthen empathi trust and collabor among team and resolv conflict more constructively—with a special emphasi on how social intellig leadership can build cultur of belong and engagement.th cours instructor are expert faculti from uc berkeley’ greater good scienc center dacher keltner ph.d. and emiliana simon-thoma ph.d. whose earlier edx cours the scienc of happi ha been a global phenomenon inspir a half million student worldwide. here they take a central insight from that course—that our person well-b is entwin with our social connections—and explain how to appli it to the modern workplac to creat more product satisfi experi at work. busi & manag

design think and creativ for innovationintermediatelearn the fundament of how design think and creativ can be use to enabl innovation.innov matter to everyon includ manag in small or larg organ start-up entrepreneur those in govern role or teachers.thi cours look at how individu and organ use creativ and design think skill to identifi and choos opportun that enabl innovation. creativ problem solv skill are develop and enhanc through a rang of real world activities. an overview of design think tool is provid to help student understand design think as a problem solv approach. idea develop through these process are then appli to a custom discoveri approach to understand their valu in the market place. busi & manag

china and communismbeginnerexplor the maoist period of china from the communist parti to the death of mao and the reopen of china.how did the communist conquer china? what role doe cultur play? what are the success and failur of the chines communist parti after seiz power in 1949? what constitut liberation? thi cours will help you answer these import question as you explor the profound cultur intellectu polit and econom chang of thi period. you’ll learn how communist china fit in with a larger socialist world order and how histor interpret of thi period reinforc or challeng the offici narr in china today. join us to develop your own approach and gain a critic understand of the rise of the communist parti sino-soviet relat the cultur revolut and ultim the reopen of china. histori

mandarin chines level 1beginnermandarin chines is rapidli becom one of the top languag to learn especi for business. learnbas languag skill for busi scenario in mandarin-speak countries.chines is without a doubt the most spoken languag on the planet. learn chines will help your compani or organ break into the biggest market on the planet. be abl to properli and correctli introduc yourself in chines will help you open the door to a whole new world. mandarin chines level 1will introduc you to the basic languag skill you will need to eat live and get around in mandarin speak countri build your confid to commun effect with colleagu client and friend in chinese. if you enrol in the verifi track you will be abl to particip in the webinar lectur by dr. estella y. chen who will lead the discuss with a wide varieti of popular topic to accompani you to the world of chines busi cultur and trend. what' more in the verifi track we'll give you three pronunci lesson that will help you commun more smoothli and effect in a busi environment. sinc thi is a languag cours we recommend take thi cours with a friend or group of friends. practic with other by speak the languag will help you learn it more effectively. addit mandarin is a tonal languag which mean that in order to truli master it you will need to say the word out loud! join the commun of over 900 million nativ mandarin speaker and start learn today! languag

introduct to biolog - the secret of lifebeginnerexplor the secret of life through the basic of biochemistri genet molecular biolog recombin dna genom and ration medicine.read fulli to understand the verified-certif option. join professor eric lander and the mitx biolog team in an excit learn experi avail for free to all enrol learners. the 7.00x beginn biolog cours materi are avail for explor and complet by regist as an auditor or verified-track learner includ video interact problem set and exams. we strongli encourag you to work through the activ toward a goal of learn biology. we have optim the cours set for learning: instant feedback after tri problem and all content avail at all time for self-pac progress. you receiv feedback on correct of answer but the problem submiss do not count toward the grade for a certificate. instead we offer a thorough and robust mean of certifi edx learner in their masteri of the mitx beginn biolog content through a the mitx 7.00x introduct to biolog compet exam. thi challeng option is avail onli to those who regist for the verified-certif track and success complet of thi exam is the onli assess that count toward a certificate. we highli recommend prepar for the compet exam certif by use the current cours materi and mit opencoursewar problems. the next compet exam will be open octob 27 2020 to novemb 3 2020.7.00x is an beginn level biolog cours host by professor eric lander who wa one of the leader of the human genom project. the cours content reflect the topic taught in the mit beginn biolog cours and mani biolog cours across the world. as a learner you will first focu on the structur and function of macromolecul such as dna rna and proteins. you will discov how chang in the structur of some of these macromolecul alter their function and what the implic of such chang have on human health. as you continu in the cours you will appli an understand of hered and inform flow within cell to human health and diseas and will learn about molecular biolog techniqu and their potenti to impact our chang world. after you complet thi cours you will have a foundat in biolog that will allow you to understand the remark medic revolut go on today.mitx 7.00x: introduct to biolog – the secret of life will let you explor the mysteri of biochemistri genet molecular biolog recombin dna technolog and genom and ration medicine. good luck in your journey! biolog & life scienc

causal diagram draw your assumpt befor your conclusionsbeginnerlearn simpl graphic rule that allow you to use intuit pictur to improv studi design and data analysi for causal inference.caus diagram have revolution the way in which research ask: what is the causal effect of x on y? they have becom a key tool for research who studi the effect of treatment exposur and policies. by summar and commun assumpt about the causal structur of a problem causal diagram have help clarifi appar paradox describ common bias and identifi adjust variables. as a result a sound understand of causal diagram is becom increasingli import in mani scientif disciplines.th first part of thi cours is compris of seven lesson that introduc causal diagram and it applic to causal inference. the first lesson introduc causal dag a type of causal diagram and the rule that govern them. the second third and fourth lesson use causal dag to repres common form of bias. the fifth lesson use causal dag to repres time-vari treatment and treatment-confound feedback as well as the bia of convent statist method for confound adjustment. the sixth lesson introduc swig anoth type of causal diagrams. the seventh lesson guid learner in construct causal diagrams.th second part of the cours present a seri of case studi that highlight the practic applic of causal diagram to real-world question from the health and social sciences.professor photo credit: ander ahlbom data analysi & statist

shakespeare’ othello the moorbeginnerexplor act of storytel in shakespeare' othello alongsid world-class artist who interpret othello' stori in new form and context today.in thi cours we'll read william shakespeare’ othello and discuss the play from a varieti of perspectives. the goal of the cours is not to cover everyth that ha been written on othello. rather it is to find a singl point of entri to help us think about the play as a whole. our entri point is storytelling. we'll look at the way in which shakespeare' charact tell stori within the play––about themselv to themselv and to each other. we'll consid too how actor director compos and other artist tell stori through othello in performance. by focus on storytel we can see how the play grappl with larger issu includ power ident and the boundari between fact and fiction. from lectur film on-loc in venic and convers with artist academ and librarian at harvard student will have unpreced access to a rang of resourc for "unlocking" shakespeare' classic play. human

basic spanish 2 one step furtherbeginnerbeginn cours for learner of spanish that focus not onli on languag but also on cultur aspect specif design for english speakers.¡bienvenido y bienvenidas! welcome! in thi spanish cours you will learn basic vocabulari to talk about yourself and your everyday life in the present and in the past in simpl and brief commun situat as well as about plan for an immedi future. at the end of the cours you will be abl to commun in everyday situat accord to the a1 profici level as describ in the common european framework of refer for languag cefrl council of europe.th cours which is design for english speaker offer a varieti of exercis after go through the stage of content present comprehens and production. you have video small text and audio to improv your pronunci glossari activ for oral practic with other cours student quizz grammar card and recommend on extern internet resourc to continu learn more and more spanish.th topic on which the activ revolv are work life famili life citi life and outdoor life. as you can see a bit of everyth to be abl talk about yourself and to engag in everyday communication.w hope you like our menu. ¡buen provecho! bon appétit!bas vocabulari to be abl to use and understand inform relat to:bas grammat structur such as articl and noun adject present futur and past tens of regular and irregular verbs. languag

financi market analysisintermediatelearn the fundament of financ that are essenti for both investor and policymakers.in thi imfx cours you will learn from hands-on demonstr how to price differ type of bond how to calcul differ measur of bond yield and how to compar them across differ type of instruments. you will becom familiar with the term structur of interest rate a key ingredi in establish benchmark rate use to price secur in the market and a valuabl tool for monetari polici design and diagnosis.you’l gain an understand of the firm fundament that can explain whi a stock price may go up or down or whi it might be higher for one compani in comparison to anoth you will be abl to appli these fundament at the economy-wid level to analyz valuat of the stock market as a whole.fin you will gain insight into investors’ decisions. you’ll explor the main criteria that an investor use to determin how to construct the best possibl portfolio of riski assets. you will also adopt the perspect of a policymak interest in understand how monetari polici affect the risk and return properti of financi investments.in short the fmax cours is design to provid a common languag in financ thu allow you to interpret and analyz financi data. it will also provid you with a foundat upon which you can proceed to more advanc or policy-ori train in area in which macroeconom and financ meet.financi market analysi is offer by the imf with financi support from the govern of japan. econom & financ

cs50' comput scienc for busi professionalsbeginnerthi is cs50’ introduct to comput scienc for busi professionals.thi is cs50’ introduct to comput scienc for busi profession design for manag product manag founder and decision-mak more generally. wherea cs50 itself take a bottom-up approach emphas masteri of low-level concept and implement detail thereof thi cours take a top-down approach emphas masteri of high-level concept and design decis relat thereto. through lectur on comput think program languag internet technolog web develop technolog stack and cloud comput thi cours empow you to make technolog decis even if not a technologist yourself. you’ll emerg from thi cours with first-hand appreci of how it all work and all the more confid in the factor that should guid your decision-making. comput scienc

upper-intermedi english busi and globalizationintermediatelearn how to write letter use appropri verbal tens and enhanc your english vocabulari and grammar all within the context of globalization.thi cours is the third in a seri of four english languag mooc design for student with an intermedi level of english look to reach a higher intermedi level. the cours is compris of video lesson read comprehens activ grammar explan and exercis listen comprehens activ and speak practice. the cours cover interest topic such as the edinburgh theatr festiv music film and theatr migratori movementsand indigen cultures. thi cours also includ preparatori materi and recommend to take the cambridg univers first certif in english examin fce. languag

the opioid crisi in americabeginnerlearn about the opioid epidem in the unit state includ inform about treatment and recoveri from opioid addiction.on averag 130 american die everi day from an overdos of opioid the class of drug that includ heroin hydrocodon codein morphin and fentanyl. around 70% of all opioid overdos death involv a prescript opioid. drug overdos is now the lead caus of accident death in the unit state — opioid addict is drive thi epidemic. in thi cours you'll learn about the origin and spread of thi epidemic. our expert will cover the appropri way thi class of drug should be use but we will also explor the impact of opioid misus on the individu famili and community. you’ll hear about effect medic treatment for addict and how to reduc the stigma that exist around addiction. you’ll learn how to help prevent overdos death and explor the multipl pathway to recovery. join us to confront thi epidem with a broad perspect of the caus effect and solut to the opioid crisis. after learn about harm-reduct approach and evidence-bas intervent to prevent addict and support recoveri you will be equip to confront the opioid epidemic. — thi cours is avail for continu educ credit. enrol in the cours to learn more about option for earn credit. medicin

statist learningbeginnerlearn some of the main tool use in statist model and data science. we cover both tradit as well as excit new method and how to use them in r.thi is an beginner-level cours in supervis learn with a focu on regress and classif methods. the syllabu includes: linear and polynomi regress logist regress and linear discrimin analysis; cross-valid and the bootstrap model select and regular method ridg and lasso; nonlinear model spline and gener addit models; tree-bas method random forest and boosting; support-vector machines. some unsupervis learn method are discussed: princip compon and cluster k-mean and hierarchical.thi is not a math-heavi class so we tri and describ the method without heavi relianc on formula and complex mathematics. we focu on what we consid to be the import element of modern data analysis. comput is done in r. there are lectur devot to r give tutori from the ground up and progress with more detail session that implement the techniqu in each chapter.th lectur cover all the materi in an introduct to statist learn with applic in r by jame witten hasti and tibshirani springer 2013. the pdf for thi book is avail for free on the book website. data analysi & statist

introduct to social psychologybeginnerlearn whi peopl think and behav the way they do in social settings.w often have firmli held belief about whi peopl think and behav the way they do. sometim our intuit are correct but often they are not.soci psycholog help us understand how peopl think about themselv and other peopl and what motiv their behaviour in social settings.thi cours explor a rang of topic in social psycholog from how we think about ourselv how we think about other and how we interact and commun with others. we will also discuss the way that we can influenc other and be influenc by others. final we look at some problemat aspect of human behaviour such as prejudic and aggression.y should take thi cours if you are curiou about whi we behav the way we do. human

artifici intellig (ai)advancedlearn the fundament of artifici intellig ai and appli them. design intellig agent to solv real-world problem includ search game machin learn logic and constraint satisfact problems.what do self-driv car face recognit web search industri robot missil guidanc and tumor detect have in common?they are all complex real world problem be solv with applic of intellig ai.thi cours will provid a broad understand of the basic techniqu for build intellig comput system and an understand of how ai is appli to problems.y will learn about the histori of ai intellig agent state-spac problem represent uninform and heurist search game play logic agent and constraint satisfact problems.hand on experi will be gain by build a basic search agent. adversari search will be explor through the creation of a game and an introduct to machin learn includ work on linear regression. comput scienc

american govern constitut foundationsbeginnerlearn how earli american polit inform the u.s. constitut and whi it promis of liberti and equal ha yet to be fulli realized.“w the people” are the open word of the u.s. constitut yet the origin document did not give citizen much say in the elect of their officials. though some of those issu have been address substanti barriers—gerrymand voter registr and voter id laws—stil restrain the power of the vote. why? how can a countri found more than 200 year ago on the ideal of liberti equal and individu still struggl to empow all of it citizen equally? thi cours explor the origin of u.s. polit cultur how that cultur inform the constitut and how that framework continu to influenc the country’ polit and policies. we will examin the constitution’ provis for limit govern the divis of power between the feder and state govern and the forc that have made feder a sourc of polit conflict and change. we will address how the constitut not onli establish the structur of the u.s. govern but guarante person freedom and civil rights. these right have been challeng and expand in signific suprem court case which will help to illustr how histor disadvantag group have struggl to realiz the 14th amendment' promis of equality. social scienc

japanes book from manuscript to printbeginnerthi cours expand the definit of the “book” to includ scroll and album focus on the read experi of a varieti of format in japan. you will begin by examin rare and beauti preserv manuscript in the harvard art museum in an introduct explor the materi properti of japanes book and scroll bind techniqu and import terminology. an examin of the illustr scroll come next through a unit on the short stori and visual storytel in premodern japan. the cours conclud with the tale of genji an overview of how thi celebr epic from the eleventh centuri wa read and illustr in everi conceiv format from scroll to album to print book into the modern era. modul 1: book scroll and religi devotionthi unit offer special access to a uniqu group of book and scroll and sacr object onc inter insid a thirteenth-centuri buddhist sculptur of princ shotoku now in the collect of the harvard art museums. the work to be studi repres the most preval format of japanes book but they display strike materi idiosyncrasi that will help us understand how and whi manuscript were made and how they could be person for individu reader motiv in thi case by religi devotion.modul 2: visual and textual storytelling: short-stori scrollsent into the storyworld of two live illustr japanes tale the tale of the rat nezumi sôshi and the chrysanthemum spirit kiku no sei monogatari in the harvard art museums. both tale are illustr in the “small scroll” ko-e format roughli half the size of standard scroll resembl mediev paperback and intend for person read and privat libraries. thi unit focus on read experi explor the interrelationship between word and imag and explain how literari and pictori convent work togeth to commun a story.modul 3: “multimedia” books: the tale of genjijapan’ most celebr work of fiction the tale of genji ha been continu read from the time it appear in the eleventh-centuri to the present day and provid a perfect case studi for explor variou book format over the centuri in japan. use decor manuscript richli illustr album and a play print book of a genji spin-off a fraudul murasaki’ rustic genji nise murasaki inaka genji thi unit showcas the spectacular visual and materi properti of genji volum that make them suggest of “multimedia” books. art & cultur

foundat of modern financ iadvanceda mathemat rigor framework to understand financi market deliv with data-driven insight from mit professors.thi is a two-part cours and part of the micromasters® program in finance. it provid a rigor and comprehens introduct to the fundament of modern financ and their applic to busi challeng in valuat invest and corpor financi decis under a unifi framework.complet thi first cours and program will help you prepar for a career as a financi analyst financi advisor vice presid for financ chief financi offic and more.fin provid a core function in ani product economi by provid a mechan for save invest and liquidity. whether the learner is in a industri countri or a develop countri financi servic are essenti for smooth function of the economy.th cours is excel prepar for anyon plan to take the cfa exams. econom & financ

oper managementintermediatethi cours is part of a micromasters® programhav you ever wonder about the right method to improv product configur your suppli chain or address the demand on hand?in recent year busi have strive to improv product and qualiti reduc cost and deliveri time and embrac flexibl and innovation. these strategi are part of the oper manag om activ that servic and manufactur organ engag in.oper manag help you to understand the role of om in a firm and to develop abil to structur and solv oper relat problems. the cours will empow you with skill to address import aspect of busi oper includ capac product qualiti and suppli chain.you will understand how oper in an organ are configur and factor that can potenti drive the complex of manag such operations. we will also introduc concept like estim capac identifi bottleneck and de-bottlenecking.throughout the cours you will join us in discuss on product improv method develop of qualiti assur system and configur of suppli chains.th cours will equip you with the right tool techniqu and skill to estim comput analyz and configur key element of oper management.view the cours welcom video from instructor b. mahadevan. busi & manag

market managementintermediatelearn how to effect appli market manag theori and practic includ the market mix through real-world busi scenarios.accord to world-renown manag consult peter drucker "market is the onli distinguish and uniqu function of business…ther is onli one valid definit of busi purpos and that is to creat a customer.”whil the signific of market in today’ busi world can never be overst it is the precis understand and appreci of market manag that need to be accentuated. market manag allow an organ to track review and analyz their market resourc and activities.in thi market cours you will learn the fundament of market manag as you gradual learn advanc theori and applic through real world busi exampl illustr case and exercises. you will learn how market manag tool can be use to increas your custom base improv custom satisfact and increas your company’ overal perceiv value.y will learn how market serv as a key element within an organization’ strategy. busi & manag

introduct to marketingbeginnerlearn the fundament to market includ strategi and tool use across industries.market is a crucial function in all busi and organ and is becom increasingli crucial to success in our modern global economy. thi cours regardless of your industri background will teach you core concept and tool to help you better understand and excel in marketing. key topic includ market research and it import to strategi brand strategi price integr market commun social media strategi and more.learn through award-win teach approach of the sauder school of business’ market faculty. thi cours will bring a market len to complex busi and organ challeng and aid in holist decision-mak that align with custom and compani goals.thi cours is for anyon interest in marketing. busi & manag

program basicsbeginnerlearn basic comput program skill and master the art of write c/c++ program to solv real world problems.bas concept of comput program are introduc start with the notion of an algorithm. emphasi is on develop the abil to write program to solv practic comput problems.top include:learn will read and understand mani sampl program and will have to write sever on their own. thi cours deal with basic program and set the foundat for solid program practic for beginners.thi cours is part of the fundament of comput scienc xseri program: comput scienc

probabl and statist in data scienc use pythonadvancedus python learn statist and probabilist approach to understand and gain insight from data.th job of a data scientist is to glean knowledg from complex and noisi datasets.reason about uncertainti is inher in the analysi of noisi data. probabl and statist provid the mathemat foundat for such reasoning.in thi cours part of the data scienc micromast program you will learn the foundat of probabl and statistics. you will learn both the mathemat theori and get a hands-on experi of appli thi theori to actual data use jupyt notebooks.concept cover included: random variabl depend correl regress pca entropi and mdl. data analysi & statist

html5 code essenti and best practicesintermediatelearn how to write web page and web site by master html5 code techniqu and best practices.html5 is the standard languag of the web develop by w3c. for applic develop and industri html5 repres a set of featur that peopl will be abl to reli on for year to come. html5 is support on a wide varieti of devic lower the cost of creat rich applic to reach user everywhere.whatev mobil phone connect object game consol automobil dashboard and devic that haven’t even been consid yet html5 help write onc and deploy anywhere!in thi cours you will learn all the new html5 featur to help creat great web site and applic in a simplifi but power way. html5 provid nativ support for video and audio without plug-in provid support for offlin applic for game with smooth interact anim and much more. comput scienc

algorithm design and analysi part 1intermediatewelcom to the self pace cours algorithm design and analysis! algorithm are the heart of comput scienc and the subject ha countless practic applic as well as intellectu depth. thi special is an introduct to algorithm for learner with at least a littl program experience.welcom to the self pace cours algorithms: design and analysis! algorithm are the heart of comput scienc and the subject ha countless practic applic as well as intellectu depth.thi special is an introduct to algorithm for learner with at least a littl program experience. the special is rigor but emphas the big pictur and conceptu understand over low-level implement and mathemat details. after complet thi special you will be well-posit to ace your technic interview and speak fluentli about algorithm with other programm and comput scientists.specif topic in the cours include: "big-oh" notat sort and search divid and conquer master method integ and matrix multipl closest pair random algorithm quicksort contract algorithm for min cut data structur heap balanc search tree hash tabl bloom filter graph primit applic of bf and df connect shortest paths.learn will practic and master the fundament of algorithm through sever type of assessments. there are 6 multipl choic quizz to test your understand of the most import concepts. there are also 6 program assign where you implement one of the algorithm cover in lectur in a program languag of your choosing. the cours conclud with a multiple-choic final. there are no assign due date and you can work through the cours materi and assign at your own pace. comput scienc

upper-intermedi english busi and technologyintermediatetak your english languag skill to the next level.w will discuss technolog innov as you enhanc your english vocabulari and grammar and learn how to write a busi plan.thi cours is the fourth in a seri of four english languag mooc design for student with an intermedi level of english look to reach a higher intermedi level. the cours is compris of video lesson read comprehens activ grammar explan and exercis listen comprehens activ and speak practice. the cours cover interest topic such as cultur differ aviat and global warm histor monument or technolog innovation. thi cours also includ preparatori materi and recommend to take the cambridg univers first certif in english examin fce. languag

shakespeare' hamlet the ghostbeginnerexplor the haunt figur at the heart of one of william shakespeare’ most famou plays.in the first act of william shakespeare’ hamlet the ghost of the dead king of denmark appear to hi son set off a chain of event that culmin in the play’ notori bloodi finale. but how would thi mysteri figur have been understood in shakespeare’ time? harvard professor stephen greenblatt guid learner through an explor of the ghost’ uncanni theatric power and the histor context from which the charact emerged. you will be introduc to the narr sourc of hamlet the religi convict that shape how renaiss england understood the afterlif and how the ghost would have thrill and challeng it origin audience. by focus on the ghost you will see how the play grappl with issu like death mourn remembr and the power of theatre. through short video lectur read from the play as well as later work by coleridg and joyc and convers with expert you will develop critic tool with which to "unlock" the play' possibl meanings. if you'r read hamlet for the first time thi cours is a great introduction. if you'r read it for the hundredth time it is the perfect chanc to revisit and refresh your "take" on shakespeare' greatest tragedy. human

introduct to aerospac structur and materialsbeginnerexplor the structur and materi design of aircraft and spacecraft from the viewpoint of an aerospac engineer.how do you design an aircraft or spacecraft? and in do so how do you keep the risk of failur minim while bear in mind that they will eventu fail?in thi cours you will be taken on a journey through the structur and materi design of aircraft. you will see and understand how aircraft and spacecraft are manufactur and learn how safeti is enshrin at everi stage.expert from the aerospac structur and materi depart of delft univers of technolog will help you explor and analyz the mechan properti of materials; learn about manufactur techniqu fatigu load and stress design consider and more - all the scientif and engin principl that structur and materi engin face on a daili basis. by the end of the cours you will have learn to think like they do!join us for an excit learn experi that includ experiments; some of which you can do by yourself at home onlin lectur quizz and design assignments. engin

visual data with pythonintermediatedata visual is the graphic represent of data in order to interact and effici convey insight to client custom and stakehold in general.about thi course"a pictur is worth a thousand words." we are all familiar with thi expression. it especi appli when tri to explain the insight obtain from the analysi of increasingli larg datasets. data visual play an essenti role in the represent of both small and large-scal data.on of the key skill of a data scientist is the abil to tell a compel stori visual data and find in an approach and stimul way. in thi cours you will learn how to leverag a softwar tool to visual data that will also enabl you to extract inform better understand the data and make more effect decisions.when you sign up for thi cours you get free access to ibm watson studio. in watson studio you’ll be abl to start creat your own data scienc project and collabor with other data scientists. start now and take advantag of everyth thi platform ha to offer! data analysi & statist

success practic think skillsbeginnerthi award-win practic cours help you succeed in work and life. it empow you with the posit valu for a resili life and equip you with power problem-solv skill demonstr with the success stori and case studi on how to excel in a job interview and studi in higher education. the current version 2.1 contain new materi that show how people/busi may adopt the creativ think skill in address the new world challeng brought on by covid-19.an award-win mooc expand and updatedvers 1.0 of thi cours ha scoop prais and receiv the prestigi prize top ten most popular mooc in novemb 2017 award by the class central usa. version 2.0 continu to receiv acclaim from the authent global learner in 2019. the section of creativ think skill ha been expand in the current version 2.1 with a specif case studi on how to appli innov strategi in address the challeng pose by covid-19 that ha swept the world in 2020.posit valu and power skill for your successthi cours consist of three part and twelv unit with abund case studi and examples. you will learn that the key to the success of your work and person life lie in the masteri of posit valu and practic think skills. posit valu from three great mastersin part a you will be inspir by the insight of aristotl kant and mill. their advic cover the topic of your person success pursuit of duti and contribut to social happiness. you will learn from their wisdom how to construct your own posit outlook on life with meaning purpos and resili to challenges.y will consolid your knowledg through two major case studi in thi part in which you learn how to excel in a job interview and the studi in higher education. in addit to turn your studi of the great masters’ idea to fun comic episod are present for your perus and reflections.pow problem-solv skillsin part b you will studi a bundl of effect problem-solv skill and decision-mak strategies. they includ the five face of creativ ten method of provoc oper and six think hats. to be success in your work and life these creativ think skill are proven veri power and adopt by creativ genius innov manag and corpor busi around the world.success stori and a micro-movi on life and deathin part b eye-open success stori of bruce lee nick vujic jack ma and steve job will heighten your person motiv to strive for success in work and life. on the other hand as a major case studi a micro-movi ha been film for thi cours featur local tv actors. the micro-movi rais the question how to make a life-and-death decis for your famili member. guidanc will be provid on how to appli the problem-solv skill in such a life-and-death decision.uniqu creativ successpart c is a brief conclusion. it highlight the next step of upgrad your creativ problem-solv skill by secur your uniqu creativ in accord with person trait potenti and talents. a time cours in think through the challeng pose by the pandem covid-19th wide applic of the practic think skill of thi cours help you creativ address differ sort of challeng includ the one brought on by the pandem of covid-19. should doctor provid medic treatment onli to the select patient who are more like to surviv becaus of the shortag of resources? with regard to thi type of question can you spell out your posit with proper justification? you will find the discuss of the pro directli in unit 3 and the con indirectli in unit 2. in addit can you tell how individuals/busi creativ meet the specif challeng of the pandemic? you will find the creativ problem-solv skill expand and discuss in unit 6 with a case studi specif devot to the challeng of covid-19.cours instructorcurr interim director of gener educ centr at hong kong polytechn univers jack chun ha been chief examin for hkeaa and consult on think skill for the hksar govern the commerci sector such as smartone-vodafon and profession group includ medic doctor c.e.o.' and the former chief execut of hksar government. dr chun ha also provid consult servic to univers includ the cornell-vinunivers project in 2019. he ha taught creativ and creativ think and life and death for over two decades. apart from the three mooc he ha develop on edx he ha also creat a mobil app on ethic think adopt by the four faculti of the university. the publish of hi write includ oxford univers press routledg mcgraw-hil springer and others. philosophi & ethic

english for do busi in asia – speakingbeginnerintroduc strategi for develop your spoken english commun skill in the context of do busi in asia.th use of english for do busi in multin set is a fact of life for mani busi people. as asian economi expand and becom more involv in the global economi a lingua franca – a languag use to commun among group of peopl who do not share a mother tongu – is need to exchang information. thi cours ha two goals. the first is to introduc non-n speaker of english to method for develop spoken english languag and commun skill for do busi in asia. the second is to examin the impact of intercultur and global on english communications. by explor and particip in a busi simul set in asia you will develop the princip skill for effect commun in english when conduct busi in china and other asian countries.thi cours is part of a seri develop by the same instructors. enrol in eba102x english for do busi in asia – write to continu develop your english languag and written commun skills. learn about busi write format audienc cultur purpos grammar style and more. human

nutrit and health macronutri and overnutritionbeginnerlearn the fundament of nutrit and it impact on human health.ther is an overload of inform about nutrit and health but what is the truth and what can you do to improv the health of your patients? learn more about nutrit and how our diet profoundli impact our current and futur health. thi cours address the relationship between nutrit and human health with a focu on health problem relat to overnutrition. in thi cours professor sander kersten from wageningen univers & research will explain about the composit of the three macronutrients: carbohydr fat and protein. you will learn about their role in the bodi how they are absorb store and metabol for energi and their impact on our health. moreov thi cours will cover energi homeostasi and the regul of bodi weight. you will learn about overweight and obes and strategi to improv and combat these problem of overnutrition. final the cours will make you familiar with nutrit research and research methodologies.thi cours is especi use for health care profession and peopl work in the food industri with a non-nutrit background. you will develop a critic mindset by learn to better weigh and interpret inform about food nutrit and health. thi cours is part of the food nutrit and health profession certif program of wageningen univers & research. did you alreadi complet nutrit and health: micronutri and malnutrition? that is the other cours in the food nutrit and health profession certif program. to explor other learn opportun about nutrit have a look at the courses: biolog & life scienc

contemporari china the people' republ taiwan and hong kongbeginnerus the case studi method to studi china from the rise of deng xiaop to the present.us case studi from the harvard busi school thi cours will cover the contemporari chines scene by focus on five main theme in china’ development: agricultur entrepreneurship educ environ and literature. you’ll examin the period from deng xiaoping’ rise in 1978 to the present use the lens of sociolog polit scienc and economics. you’ll learn how china ha maintain one-parti rule in an era of reform and internation and how contemporari develop — like the current concept of the “chines dream” — are influenc by the legaci of china’ past. you’ll also examin greater china with a focu on the taiwan model and taiwan’ relationship with the people’ republ of china. develop your own approach to histori you’ll gain a critic appreci of china’ literari philosoph polit and cultur resources. enrol now to understand china’ global leadership role and to learn if the 21st centuri is truli “the chines century.” histori

introduct to clinic psychologybeginnerlearn about the principl underli psycholog therapi and the featur and treatment of common mental disord includ anxieti depress and schizophrenia.hav you ever wonder what caus mental ill or whi we react to stress the way we do? or what to expect as you get older?clin psycholog is the studi of psycholog disord and the treatment design to improv the day-to-day live of peopl suffer from them. the focu of the cours will be on common psycholog disord such as schizophrenia and the symptom of each. we will also discuss the underli role of stress and how it affect peopl mental and physically. we will also consid more gener issu and theori around person and intelligence.y should take thi cours if you want to better understand psycholog disord and how we can treat them. human

modern masterpiec of world literaturebeginnerexamin how great modern writer captur the intricaci of our global world and how their work circul within that world to find their own audiences.bas on the second half of the masterpiec of world literatur edx mooc thi short literatur cours examin how writer reach beyond nation and linguist boundari as worldli reader and travel and how their modern fiction rise to the statu of world literature. these masterpiec of modern world literatur take part in a tradit of weav small stori into ambiti projects—on that reach back to mediev tale and extend forward to contemporari novels. throughout the cours you will learn how these writer use their fiction to engag directli with the polit and social concern of their present and of a global modern relat experi of explor migrat intern conflict and cultur exchange. literatur

citizen polit in america public opinion elect interest group and the mediabeginnerlearn about the forc in american polit that seek to influenc the elector and shift the polit landscape.publ opinion ha a power yet inexact influenc on elect officials. politician risk their career if they ignor it yet it power is not easi to captur nor quantify. thi cours will look at how polit parti campaign social movement special interest and the news media all play a role in influenc public opinion. we’ll examin the attribut of public opinion how poll attempt to measur those attribut and how they impact the decis of policymakers. we’ll address the uniqu featur of the two-parti system in the u.s. how those parti realign themselv in respons to shift norm and how their candid are vet behind the scene befor the start of a campaign. outsid of the formal organ of parti polit group repres variou interest aim to affect a chang through the polit system. special interest group resembl polit parti but while parti tri to influenc elect group concentr on gain influenc over policies. meanwhil social movement take place outsid these establish institut often in the form of protest demonstr and rallies. all of these interest are filter through the news media which play a critic role in shape people’ imag of politics. thi cours will help you to understand how these forc shape american polit from “invis primaries” to elect day and beyond. social scienc

appli scrum for agil project managementadvancedlearn the project manag process role mechan and philosophi behind scrum the simplest and most pure approach to manag work at the team level.vers 2 of thi cours seri deliv beyond the origin agil certification. it includ updat content better audit and verifi learner experi and bonu video on key topics.bonu video for thi cours is on “agil in government.”th follow-on to thi cours seri on “advanc scrum” is expect by the end of summer 2020.scrum and agil are often consid synonym and there is a good reason. scrum embodi the simplest and most pure approach to manag project work at the team level. scrum is employ by over half of all agil practition across all industries. while agil may have start in softwar develop mani industri now use an agil methodolog to deliv their work. the basi for agil the agil manifesto extend well beyond it origin in extrem program and agil softwar development. develop team around the world are now use kanban board and assign strong product owner to direct self-organ team to deliv on priorit product backlogs. and nearli everi new product ha some sort of it compon and goe through an agil develop lifecycle.whil the master agil profession certif program emphas principl at the heart of all agil framework in thi cours we start by learn the key project manag process role mechan and philosophi behind scrum. thi will provid the basi for all understand agil in it purest form over four week explor whi who how and final what scrum look like appli in the real world. from understand the agil team member like scrum master and product owner to the import differ in lean and agil processes.whil thi cours will not make you an agil certifi practition pmi-acp or certifi scrum master csm it offer a more fundament agil certif base on agil principl and how scale agil is appli in industri today. you'll finish thi cours more than readi to begin your agil journey which we hope take you to the next cours in the seri on “sprint plan for faster agil team delivery.”upon success complet of thi cours learner can earn 10 profession develop unit pdu credit which are recogn by the project manag institut pmi. pdu credit are essenti to those look to maintain certif as a project manag profession pmp. engin

corpor financeintermediatethi cours is part of a micromasters® programbusi organ are constantli engag in financi decision-mak relat to financi plan invest capit purchas etc. the right financi decis play a critic role in maxim an organization’ busi value.corpor financ will address these issu to help manag make value-enhanc decisions.thi busi and manag cours will introduc you to the role of corpor financ in an organ and the tool use to evalu invest proposals.th cours will cover commonli use tool and techniqu that help manag make decis that creat valu for their organ such as time valu of money opportun cost net present valu and intern rate of return.if you are interest in creat valu for your organ then thi cours is for you. busi & manag

judaism through it scripturesbeginnerlearn about the key belief and practic of judaism through an examin of it sacr text and their interpretation.for over two millennia jew throughout the entir world have been commit to read interpret and live their scriptures. but what are the jewish scriptures? when were they written? and whi are they relev in the 21st century?thi religion cours introduc student to the divers of the ever-expand jewish canon and the equal divers way of read it. it will examin how jew ancient and modern drew inspir and guidanc from the tradit text while simultan reinterpret their content in light of new circumstances. the religion we call “judaism” emerg at the nexu of text interpret and live tradition.wheth you are a long-tim student of the jewish scriptur or a complet newcom thi cours will give you a new understand of the fascin role that sacr text have play in the rich histori of judaism. human

css basicsbeginnerlearn how to take your web page from bland to bold with the power of css styling.thi cours is part of w3c' "front-end web developer" profession certificate.hav you just begun your journey into web development? thi cours will introduc you to the basic of web design and teach you how to style your web site for a profession look and feel.th microsoft team and expert from the world wide web consortium w3c will guid you step-by-step in use the latest web standard to structur your content and present like a professional. in thi cours you will explor numer css featur to help you control the look and feel of your site such as color font and layout. by the end of the cours you should understand all the fundament element of css and how to use them effectively.it is recommend that you are at least a littl familiar with html befor take thi cours but we will be provid you with the html code when necessary. comput scienc

unlock inform secur part iintermediatelearn how system are hack and defended.inform secur is everywhere: as the world becom more and more digit so it becom more and more hackable. cyber attack data breach and even cyber warfar are all veri real - so it is infinit import to understand how hacker think and act and how you can fight back.in thi cours which is the first part of the unlock inform secur program you will learn the basic terminolog and concept in the field of inform security. you will explor differ type of vulner through famou exampl of design flaw implement bug and social engineering.y will then move on to discov the art of cryptographi from ancient time to the modern era and learn about famou cipher how they can be crack and what can be done to thwart such attacks. next you will learn about an import aspect of cryptographi that involv no secret at all: hash functions. you will understand what they are how they can be use and how they can be attacked.y will then combin everyth you'v learn and take a critic view of differ authent schemes: password challenge-respons system and biometrics. final you will learn about the most critic vulner of all time - buffer overflow. thi cours wa produc at tel aviv univers by tau onlin - learn innov center. comput scienc

becom an effect leaderintermediatedevelop your leadership skill as you learn the import of self-efficaci social capit and leadership style.strong leadership is regard as one of the best predictor of organiz success and critic human capit requir for career progress in almost everi organization. howev leadership is also a highli complex and often misunderstood phenomenon. it‘ hard to defin but we all know good and bad leadership when we see it.thi cours will equip aspir leader with an understand of what leadership is and how an individu can develop the skill requir to becom an effect leader in their organization. taught by instructor and present with decad of busi and not-for-profit leadership experi you will learn the differ between leadership and manag the import of understand other and build empathi and relationship and gain a better understand of the differ leadership style you may encount throughout your career.learn through a seri of engag video interview case studi written reflect peer feedback and other self-insight activities. our instructor and faculti will help you identifi your own valu and ethic as a leader and most importantli build your self-efficaci your confid and belief in your own abil to achiev intend results. commun

digit brand and engagementintermediatelearn how to increas brand engag through the creation and distribut of content use an own digit channel approach.w to learn how to get peopl to engag with your brand but not sure where to begin?digit technolog ha rapidli evolv in the last decad and so too ha the way peopl communicate. busi can no longer reli sole on tradit busi model to build brand awareness.in today’ interconnect hyperawar world brand awar and brand engag are synonymous. we are in the age of digit brand engag where brand need to particip in and inspir a two-way convers with their consumers.thi cours will teach you about thi shift and how it ha alter the way brand commun with their audiences. you will learn about the challeng of manag a digit brand and how rich and compel content combin with digit distribut are integr to brand engagement.thi cours is part of the curtinx micromast credenti in market in a digit world that is specif design to teach the critic skill need to be success in thi excit field. in order to qualifi for the micromast credenti you will need to earn a verifi certif in each of the five courses. commun

introduct to cybersecuritybeginneran introduct to cybersecur ideal for learner who are curiou about the world of internet secur and who want to be liter in the field.thi cours serv as an introduct to the excit field of cybersecurity.a our daili live becom more and more depend on internet-bas tool and servic and as those platform accumul more of our most sensit data the demand grow for expert in the field of cybersecurity.in thi cours you will gain an overview of the cybersecur landscap as well as nation usa and intern perspect on the field. we will cover the legal environ that impact cybersecur as well as predomin threat actors.bi the end of thi cours you will be abl to comput scienc

gener academ english|生活英语进阶beginnerdo you want to join in academ commun on intern confer and read academ papers? join us on a journey in academ english!it is an essenti abil for academ research to master the academ skill and join in academ communications. thi cours encourag you to read write and share your idea while studi english for academ purposes.th cours is divid into 8 research topic involv life scienc art societi engin psycholog econom manag and architecture.in thi cours there are:academ word and analysi of textslearn strategiesseminar on academ read and writingmini-confer on academ topicssimul of academ reportstechniqu for academ writingthi cours will help you improv the academ english skills. besid with student from differ disciplin share their insight on the research we hope to get you prepar to join in seminar and mini-conferences. come and join us on thi journey of academ english!learn academ word in differ disciplinesread and share academ paperswrit and publish academ paper languag

from poverti to prosper understand econom developmentintermediatelearn about the role of govern and the key polit social and econom process that elev ani societi from poverti to prosperity.how can poor societi becom prosper and overcom obstacl to do so? professor sir paul collier is one of the world' lead scholar on thi question and in thi econom cours you will have the opportun to learn from him directly.thi cours will discuss and examin the follow topics:enrol in thi cours to understand the factor that influenc econom develop and the differ develop path that countri across the world have taken.bi the end of the cours you will be abl to: social scienc

ancient masterpiec of world literaturebeginnerexamin how cultur of the ancient world defin themselv through literatur and how their vision of literatur contribut to our understand of civil cultur and literatur today.thi short literatur cours base on the first half of the masterpiec of world literatur edx mooc examin how civil and cultur of the ancient world defin themselv through literatur and how that literatur ha continu to contribut to our understand of those civil and cultur today. citi nation and empir from antiqu through the middl age drew on foundat histori and myth for their ident relat these narr through gener by mean of oral-storytel and new write technologies. these epic stori collect and novel which take a keen interest in heroic travel would eventu travel themselv find new global audienc as the first work of world literature. trace develop in languag write and literari genr thi cours also travel in time from legendari account of ancient king to histori of mediev court and early-modern exploration. we will stop to consid how all of these text affect the histori of their own era but also how they have continu to find new promin and signific in ours. literatur

shakespeare' the merchant of venic shylockbeginneran explor of the magnet and ambival charact of shylock in william shakespeare’ the merchant of venice.in the first act of william shakespeare’ the merchant of venic the jewish moneylend shylock propos a “merri sport” to the merchant antonio: he will lend antonio the money he need if antonio agre to let shylock take a pound of hi flesh should he default. shylock call thi contract a “merri bond ” and shakespeare’ first folio call the play a comedy. but what doe shylock want from the bond and how merri doe the play ultim prove?in thi cours harvard professor stephen greenblatt guid learner through an in-depth explor of the charact of shylock. you'll learn about jewish histori in europ how earli audienc might have respond to the play and the histori of the play’ product through the twenty-first century.with short video lectur read from the play and explor of adapt you will develop critic tool with which to unlock the play' possibl meanings.if you'r read the merchant of venic for the first time thi cours is a great introduction. if you'r read it for the hundredth time it is the perfect chanc to renew your understand of one of shakespeare’ most polar plays. human

behaviour econom in actionbeginnerlearn to use principl and method of behaviour econom to chang behaviour improv welfar and make better product and policy.how can we get peopl to save more money eat healthi food engag in healthi behavior and make better choic in general? there ha been a lot written about the fact that human be do not process inform and make decis in an optim fashion. thi cours build on much of the fascin work in the area of behavior econom and allow learner to develop a hands-on approach by understand it method and more importantli how it can be har by suitabl design context to “nudge” choice. in three modul learner will be abl to a explain and interpret the principl underli decision-mak and compar the nudg approach to other method of behavior chang b learn how to critiqu design and interpret the result of experiments; and c design nudg and decision-tool to help peopl make better decisions.understand experiment design and interpret is central to your abil to use behavior econom effect and will set you apart from peopl who mere know about the behavior results. after the first two week learn the basic principl we will devot two week to studi experiment design and analysi and the final two week to understand process for design nudg and for help peopl make better decisions.y will also wit and particip in weekli topic debat on variou topic like “doe irration impact welfare?” or “what strategi is better for improv welfar – nudg or education?” sever lead scholar polici maker busi peopl author and comment will briefli join our debat and discuss sections. these guest lectur includ professor sendhil mullainathan univers of chicago professor john lynch univers of colorado rori sutherland ogilvi group owain servic formerli behaviour insight team uk cabinet offic shankar vedantam npr columnist and author – the hidden brain professor andrew ching avi goldfarb univers of toronto nina mazar bostonu itamar simonson stanford and mani others!thi cours wa origin develop in 2013 and the field ha chang over the past 7 years. that said a the cours provid foundat content that is still veri relev and b the materi ha been updat over the year to captur newer developments. the cours will conclud with a summari of the newest develop in the field and will provid link to resourc that learner could access for continu learning. be101x will be in self-pac format; learner are invit to work through the materi and assess at their own convenience. the content is base on work done at the univers of toronto’ bear centre. busi & manag

financ for everyon smart tool for decision-makingbeginnerin thi introduct to financ cours from michigan learn to appli framework and smart tool for understand and make everyday financi decisions.w to learn how to think clearli about import financi decis and improv your financi literacy? financ for everyon will showcas the beauti and power of finance. thi beginn financ cours will be a gateway into the world of financ and will examin multipl applic to appli to your everyday life. join us to better understand how to appli framework and tool to make smart financi choices.y will be abl to valu the impact of differ choic avail to you: from rent or buy evalu car home and student loan or decid whether to go to colleg versu pursu a new idea to simpli understand how the financi world works.start with time valu of money the cours will help you develop a full appreci for the mani applic of finance. use real world exampl the cours will enabl you to understand and analyz mani person and profession decis we confront on a daili basis. you will understand stock and bond learn to alloc scarc resourc in a value-add way and adopt smart tool for make everi day decisions.fin is simultan a way of think and a set of tools. financ is everywhere. there are no prerequisit for thi cours except for a sens of curios and a posit attitude. howev a comfort level with algebra and number and an understand of account the languag of busi will clearli help. we will howev tri to cover everyth start with fundament and highlight when there is a need to do some further work in specif subjects. busi & manag

creat innov busi modelsbeginnerbuild your capabl to creat a valu proposit team strategi market strategi and financi strategi to transform your idea into a startup compani or innov corpor venturethi cours wa creat to guid aspir and activ startup entrepreneur and corpor innov that feel...it’ common to desire...thi cours will help you to...th cours provid an innov model to creat the valu proposit team strategi market strategi and financi strategi to:with these skill you will be equip to lead custom discoveri and custom valid understand busi strategi and custom segment creat innov product enter new market design revenu model with predict revenu stream and achiev a sustain competit advantage. busi & manag

u.lab lead from the emerg futurebeginneran introduct to lead profound social environment and person transformation.in the past year we have wit unpreced disruption. climat strike the covid-19 pandem and global protest against racial injustic all point to a press need for societ renewal. to catalyz thi renew we need to learn not from the past but from a futur want to be born. how to activ our capac to lean into the emerg futur may well be the most import leadership challeng of our time. how do you cultiv curios compass and courag in the face of prejudic anger and fear? how do you step into action for the well-b of all?thi cours is an introduct to a method call theori u develop at mit for lead such chang in busi govern and civil societi context worldwide. u.lab will guid you in appli theori u to an issu that matter to you build your capac to lead transform chang in the process. you will do so with fellow chang maker local and around the world. join us as we co-pion new approach to today’ most import social and environment challenges.----note: translat are not avail for all video and/or in all languages. we hope to have more complet translat in the futur and we are look for volunt to help with thi task. pleas contact sarina atbouwhuis@presencing.com if you are will to volunteer. busi & manag

electr car introductionintermediateget a basic understand of electr car and learn about lead technolog develop of profit busi model and effect policies.electr vehicl are the futur of transportation. electr mobil ha becom an essenti part of the energi transit and will impli signific chang for vehicl manufactur govern compani and individuals. if you are interest in learn about the electr vehicl technolog and how it can work for your busi or creat societ impact then thi is the cours for you. the expert of tu delft togeth with other knowledg institut and compani in the netherland will prepar you for upcom develop amid the transit to electr vehicles. you'll explor the most import aspect of thi new market includ state-of-the-art technolog of electr vehicl and charg infrastructure; profit busi model for electr mobility; and effect polici for government bodi which will acceler the uptak of electr mobility. the cours includ video lectur present and exercis which are all reinforc with real-world case studi from project that were implement in the netherlands. the product of thi cours would not have been possibl without the contribut of the dutch innov centr for electr road transport d-incert and is taught by expert from both industri and academia who share their knowledg and insights. engin

market analyticsadvanceddevelop quantit model that leverag busi data to forecast sale and support import market decisions.market want to understand and forecast how custom purchas product and servic and how they respond to market initiatives.learn how analyt help busi drive market to maxim it effect and optim return on invest roi.in thi cours part of the busi analyt micromast program discov how to develop quantit model that leverag busi data statist comput and machin learn to forecast sale and market impact for:you will learn how to use probabilist model and optim tool to model custom demand forecast price sensit lifetim valu and how to leverag such data to make optim decis on design new product market segment and strategy.skil acquir after the course: busi & manag

design think fundamentalsintermediatelearn how a user-cent approach and design think principl inspir innov idea to creat desir solutions.thi cours provid an introduct to the foundat activ relat to design thinking: a flexibl yet systemat process to defin and solv problems. a common misconcept is that design think requir artistri but it is not center on artist principles. design think is a strategi and mindset that can be appli to ani industri to solv problems.a part of the design think micromast program thi cours will explor method use to evalu problem develop idea and creat innov solut with the user in mind. focus on the import of user understand and the develop of desir feasibl and viabl idea thi cours will provid an overview of the design think process from end to end. busi & manag

basic spanish 3 get therebeginnerbeginn cours for learner of spanish that focus not onli on languag but also on cultur aspect specif design for english speakers.¡bienvenido y bienvenidas! welcome!in thi spanish cours you will learn basic vocabulari to talk about yourself and your everyday life in the present in the futur and in the past in simpl and brief commun situations. you will learn express of time how to express thing that will happen in the futur vocabulari relat to the shop list how to express an opinion talk about your health and about experi and activ that happen in the past. at the end of the cours you will be abl to commun in everyday situat accord to the a2 profici level elementari as describ in the common european framework of refer for languag ​​cefrl council of europe. the cours which is design for english speaker offer a varieti of exercis after go through the stage of content present comprehens and production. you have video small text and audio to improv your pronunci glossari activ for oral practic with other cours student quizz grammar card and recommend on extern internet resourc to continu learn more and more spanish. the topic on which the activ revolv are work life famili life citi life and outdoor life. as you can see a bit of everyth to be abl talk about yourself and to engag in everyday communication. we hope you like our menu. ¡buen provecho! bon appétit!bas vocabulari to be abl to use and understand inform relat to:bas grammat structur such as articl and noun adject present futur and past tens of regular and irregular verbs. languag

sustain in architectur an interdisciplinari introductionintermediatethi cours introduc the basic element and trendsthat defin sustain practic in architectur today. itfollow an interdisciplinari approach that includ perform assess and urban policies.thi cours offer an interdisciplinari approach to sustainabilityin architecture. learner will be introducedto the basic element of sustain assess first model layer as well as trend inform the space today. the coursework enabl student to develop a conceptu neighborhood model for assess perform and urban policies. in the first week particip willlearn todevelop a conceptu model from the architectur element of buildings; the basic build blockof which will be theperform of materials. the second weekexploresmethod of optim performance. coursework willdetail the need and constraint inher in select materi and neighborhood urban element the second model layer for green blue and grey infrastructure. in the third week learner will developth basic tool for introduc energi and measur the potenti impact on climat chang co2. a new layer third on our neighborhood stainabl model thi will be approach from a global perspective. in the fourth and finalweek the cours will explor techniqu for a joint assess directli connect to polici issues. architectur

python data structuresbeginnerth second cours in python for everybodi explor variabl that contain collect of data like string list dictionari and tuples. learn how to store and repres and manipul data collect while a program is run is an import part of learn how to program.thi cours will introduc the core data structur of the python program language. we will move past the basic of procedur program and explor how we can use the python built-in data structur such as list dictionari and tupl to perform increasingli complex data analysis. thi cours will cover chapter 6-10 of the textbook "python for everybody". thi cours cover python 3. comput scienc

the scienc and busi of biotechnologyintermediateexplor the latest scientif innov in biotechnolog and novel busi and financ model for commerci them.thi cours focus on early-stag biotechnolog compani with particular emphasi on understand the underli scienc technolog and diseas targets—togeth with the applic of novel busi structur and financ methods—to facilit drug discoveri clinic develop and greater patient access to new therapies.curr research is enhanc our understand of the genet molecular and cellular base of mani human diseas and is lead to mani new type of biotherapeut that we will cover in thi cours includ recombin therapeut proteins; monoclon antibodi and antibodi drug conjugates; cancer immunotherapi replac cell and genet engin cells; and nucleic acid and gene therapies. translat these discoveri into drug and diagnost increasingli requir the establish of for-profit compani but fund for early-stag develop of novel therapi is becom scarcer especi for therapeut for “rare” diseas that affect small populations. the dearth of fund for early-stag biotherapeut compani in the so-cal “valley of death” can be attribut to sever factor but a common thread is increas financi risk in the biopharma industri and greater uncertainti surround the scientif medic econom polit and academ environ within the biomed ecosystem. increas risk and uncertainti inevit lead to an outflow of capit as investor and other stakehold seek more attract opportun in other industries.bi appli financi techniqu such as portfolio theori securit and deriv secur to biomed context more effici busi and fund structur can be develop to reduc financi risk lower the cost of capit and bring more life-sav therapi to patient faster. thu thi cours will also cover basic financi analysi for the life-sci professional; the histor financi risk and return of the biotech and pharmaceut industries; the evalu of the scienc and busi potenti as well as the mechan of financ biotech startups; capit budget for biopharmaceut companies; and applic of financi engin in drug royalti invest compani biomed megafund drug approv swap and life scienc invest banking. busi & manag

financ essentialsbeginnerdiscov how to use fundament financ tool in both manag and mba learn context and understand common financi situat face in everyday life.w to studi for an mba but are unsur of basic financi concepts? thi busi and manag cours prepar you for studi financ in an mba program and in busi generally.y will learn key financi topic such as present valu intern rate of return irr capit budget equiti bond diversif portfolio choic and the capit asset price model capm all of which are often discuss and explor in great detail in mba program across the globe as well as everyday busi operations.a complet onlin cours you can work wherev and whenev you choose: at home in the workplac at a librari coffe shop or even while travel with the appropri network access.thi cours employ a ‘support learning’ model. to help you achiev the optimum learn outcom from thi modul imperi colleg busi school provid access to an expert onlin tutor who will support you through the learn materi and associ activities.no previou financi knowledg is needed. join us as you start your journey into the world of financ for management. busi & manag

introduct to the internet of thing (iot)beginnergain an understand of what the iot is and the requir to design your own iot solutions. start develop iot idea in your industry.th internet of thing iot is expand at a rapid rate and it is becom increasingli import for profession to understand what it is how it work and how to har it power to improv business. thi beginn cours will enabl learner to leverag their busi and/or technic knowledg across iot-rel function in the workplace.in the cours we will examin the concept of iot. we will look at the ‘things’ that make up the internet of thing includ how those compon are connect togeth how they commun and how they valu add to the data generated. we will also examin cybersecur and privaci issu and highlight how iot can optim process and improv effici in your business. comput scienc

'talk to me' improv mental health and suicid prevent in young adultsbeginnera a student parent teacher coach or health profession learn strategi to help improv the mental health of young peopl in your life recognis concern behaviour and feel better prepar to have convers about mental health.poor mental health affect one in four peopl and young adult are particularli susceptible. do you feel confid approach the topic of mental health with peopl you care about or are concern about?'talk to me': improv mental health and suicid prevent in young adult is a german-australian collabor develop in respons to the grow need to provid young peopl and those around them with the knowledg skill and understand to recognis identifi and respond to mental health challeng in themselv and others.key topic in thi mooc includ understand contribut factor to poor mental health how to talk about address poor mental health and strategi to increas mental fitness.pleas note: thi cours contain content that cross over with ttm2x: manag studi stress and mental health at univers modul 1 and 2. howev thi mooc contain an extra four modul of content which are aim at parent teacher health profession gp social worker counsellor coach and other 'gatekeepers' - peopl in posit of respons with regular contact with young people.w are grate to the follow organis for their contribut to and continu support of thi mooc: health & safeti

disast medicin trainingbeginnerwelcom to disast medicin training. thi cours set the foundat for semper members’ disast knowledg which will be supplement by in-person lectur as well as field exercises. all semper member are requir to complet thi course. non-semp member interest in learn more about disast medicin or ani person wish to deploy to a disast is also welcom to complet thi course.disast medicin train is a self paced-cours featur video lectur with question and case scenario follow each module. you will take an overal pre-test befor you start the cours and a post-test after you complet all the modules. a score of 80% or higher on your post-test will earn you a statement of accomplishment. medicin

nutrit and health human microbiomebeginnerlearn how you can impact your health by balanc your gut health; how your microbiom togeth with your diet can improv normal gut function. a balanc microbiom and nutrit intak can avoid disord like ib obes and diabetes.your bodi is not onli made up of human cell but also by trillion of bacteria fungi and viruses. togeth they make up the human microbiom and have a tremend impact on your health. for exampl what you eat and drink impact the gut microb of the human gut microbiome. in thi cours you will learn how the human microbiom play an import role in maintain normal gut function digest certain nutrient earli life develop behavior and disord like irrit bowel syndrom ib obes and diabetes. you will learn how to distinguish fact from fiction about the role of the gut microbiota in health and disease. today import research topic focus on nutrit health and age lay within the studi of microbiota composit function and applicability. thi cours will help health care profession gain a basic academ understand of the human microbiom and the impact on human health. you'll discov the latest academ insight about food fiber ad bacteria probiot and microbiology. thi knowledg can be appli by health care profession in their daili practic becaus gut health is a hot topic not onli among research but especi for health care profession and consum alike. mani patient with allerg issu struggl with gut health. emerg research is connect an imbal of the microbiota in the gut microbiom to multipl diseas state includ allergies. when finish thi cours you will know about the latest acdem insight and how to appli them in your daili work.in thi cours you'll learn that the human microbiom play an import role in maintain normal gut function digest certain nutrient earli life develop behavior and disord like irrit bowel syndrom ib obes and diabetes. discov the complex in maintain a balanc healthi life and learn: health & safeti

custom relationship managementintermediatelearn to develop custom relationship through a deepen understand of the concept and best practic of crm.custom relationship manag also known as crm help busi success implement strategi practic and technolgi aim at win and retain custom profitably. the object of thi busi and manag cours is to equip you with a sound foundat of crm concept and best practic so you can implement crm practic success for long-term profitability.busi aim to win and keep customers. their competitor also seek to do the same. even the most success firm with excel market program for attract custom have troubl with custom retention.in thi cours you will learn how to shift from a short-term custom transact base mode of oper to a long-term relationship mode and understand the benefit of have strong custom relations.top cover include: busi & manag

islam through it scripturesbeginnerlearn about the quran the central sacr text of islam through an explor of the rich divers of role and interpret in muslim societies.how can you improv your understand of islam and it most import holi text the quran? how can you make sens of a tradit and a text that have been interpret in differ way across vast geograph space for nearli a millennium and a half?us a multimedia and student-cent approach thi religion cours provid tool and perspect for understand the role of the quran in the islam tradition. learner will develop the skill and context to read the text themselv while also be introduc to some of the issu classic and contemporari interpret have addressed. thi approach enabl learner to explor the influenc of the quran on divers muslim understand of islam. human

mechatron revolut fundament and core conceptsbeginnerin thi cours student will learn to har the power of microcontrol sensor and actuat to build use and interest robot devices.th mechatron revolut is upon us. never befor ha it been easier to build robot devic and computer-control machines. the confluenc of low-cost embed comput sensor and actuat ha made experiment and prototyp easier than ever. cours modul will explor the mechatron design process fundament of microcontrol embed system program actuat control and sensor interfacing. through sever hands-on lab student will solidifi their knowledg of core mechatron concept and gain real-world experi build their own mechatron systems. upon success complet of the cours student will be equip with the fundament knowledg they need to har the mechatron revolution. to complet the lab assign in the cours student must purchas the mechatron lab kit ti-rslk-mechkit avail on mouser.com for $119. purchas of the kit or it compon is requir for all student on the verifi track. the kit provid all the materi need to complet the lab assign and build a small robot. current mouser doe not deliv to a few specif region and countri such as nigeria. student who cannot purchas the kit from mouser can purchas the part includ in the kit separ from other vendor as describ here. audit student who do not wish to complet the lab but want to follow the lectur may option purchas the ti msp432 launchpad develop board for $19.99. thi will allow student to practic microcontrol program skill as demonstr in the cours videos. engin

account for decision-makingintermediatethi cours is part of a micromasters® programin order for a manag to effect perform their role they must have an understand of account inform as account system gener inform that is use by both intern and extern stakeholdershav a good understand of account allow manag to commun with the financ depart banker supplier and even tax authorities.in thi financ cours you will learn how to read and understand financi statements. you will learn all relev and import term as they relat to the three financi statement - balanc sheet incom statement and cash flow statement. subsequ you will develop the capabl to analyz busi perform through financi statements. you will see how the perform of ani organ is impact by four fundament driver of profit - asset manag cost manag leverag manag and tax management.in the second part of the cours you will learn how to manag costs. we will cover product cost budget budgetari control and cost analysi for decis making.success complet thi cours will transform you into a manag who is confid while discuss and handl account and financi matter in the workplac and help you as you move forward in your manageri career and take on senior roles. busi & manag

c program languag foundationsbeginnermast foundat concept in the c program languag such as logic statement and arrays.inthi cours part of the c program with linux profession certif program you will learn to use logic statement and array in c. logic statement are use for decision-mak with follow-up instruct base on condit you define. array are use to store keep track of and organ larger amount of data. you will furthermor implement some fundament algorithm to search and sort data. within moment of thi cours you will be code hands-on in a new browser tool develop specif for thi cours receiv instant feedback on your code. no need to instal anything! whi learn c? not onli is it one of the most stabl and popular program languag in the world it' also use to poweralmost allelectron devices. the c program languag repres one of the build block of modern comput inform technology. by the end of thi cours you willhav gain experi with program concept that are foundat to ani program languag and be one step closer to a career in comput engineering. thi cours ha receiv financi support from the patrick & lina drahi foundation. comput scienc

becom a success leader (inclus leadership training)beginnerbecom a success leader by learn 21st-centuri leadership skill and appli concept to the real world.what separ a success leader from a mediocr one? in thi cours you will learn what success 21st-centuri leader look like and how you can adopt their inclus leadership style. use research and best practic as well as stori from great leader and everyday peopl you will practic empower account courag and humility—key leadership skill link to inclus success teams. throughout the cours you will meet peopl like yourself who want to be the best leader they possibl can by incorpor inclus leadership into their everyday lives. with short quizz and compel case studi you will refin your skill each section. most importantli you will appli your new leadership skill through excit real-lif exercises. at the end of the cours you will creat a person leadership plan that will help you continu to develop your skill knowledg and awar in your quest to becom a success inclus leader. commun

english for journalist part 1intermediateimprov your english grammar vocabulari and write skill through excit topic in journal and world news.english for journalist offer instruct in english languag develop for student who are studi journal or work journalist who want to improv their english proficiency. student with a basic understand and interest in journal are encourag to sign up.in thi commun cours you will learn about key topic that are essenti to journalist work around the world. these topic include:issu in english vocabulari idiom and grammar are explor as well.“english for journalists” is sponsor by the u.s. depart of state and develop in partnership with the region english languag offic in central and southeastern europ the voic of america and english languag educ across central and eastern europe. thi cours is be offer by uc berkeley as part of the u.s. depart of state’ mooc camp. commun

introduct to networkingbeginnerthi is a self-pac cours from nyu that provid an introduct to networkingthi is a self-pac cours that provid an introduct to networkingcours topic include:bi the end of thi cours student should be abl to: comput scienc

account essentialsbeginneran introduct to the financi and manag account skill need to succeed in both mba studi and in business.w to studi for an mba but unsur of your basic account skills? pave the way for mba studi thi cours will teach you the foundat account skill need to achiev success on an mba program and in busi generally.y will be introduc to the principl of account and learn about the basic financi statement includ the incom statement the balanc sheet and the cash flow statement. you will learn how to read and interpret thi inform in order to make inform busi decisions.thi cours assum no prior knowledg of accounting. concept are explain clearli and regular activ offer you the opportun to practic your skill and improv your confidence. busi & manag

introduct to java program start to code in javabeginnerlearn to program with java in an easi and interact way!in thi beginn java program cours you will be introduc to power concept such as function abstract the object orient program oop paradigm and applic program interfac apis. exampl and case studi will be provid so that you can implement simpl program on your own or collabor with peers.emphasi is put on immedi feedback and on have a fun experience. program knowledg is not onli use to be abl to program today’ devic such as comput and smartphones. it also open the door to comput think i.e. the applic of comput techniqu to every-day processes.thi edit is an improv version of the cours releas in april 2015. comput scienc

european paint from leonardo to rembrandt to goyabeginneruncov the mean behind the art of the great painter from 1400 to 1800.learn about the inspir work of the lead european painter from approxim 1400 to 1800 and explor the issu express through the art of painting. includ in thi broad time frame are the work of leonardo da vinci caravaggio velázquez rembrandt vermeer and goya.paint dure thi period were concern with idea such as the pursuit of beauti the pleasur and pain associ with love the demonstr of power and statu or the relationship of men and women to the divin and to nature. in paint from thi period we find trace of the emerg of the modern mind set and perspect on issu such as the respect role of women and men in the world.thi cours focus on imag of paint by the artist list in the cours syllabus. the discuss that will take place in the “cours forum” will allow us to touch upon a broader rang of issues. human

java program fundamentalsintermediateyour career as a program develop start here. gain entry-level program skill in java languag and prepar yourself to handl ani task that is requir in ani program job.java is one of the most in-demand program languag today. thi cours is design to provid student the basic skill and knowledg on java. learn how to solv program problem use function for loop condit statement recurs algorithm and learn about the object-ori paradigm opp. engin

data scienc toolsbeginnerlearn about the most popular data scienc tool includ how to use them and what their featur are.in thi cours you'll learn about data scienc tool like jupyt notebook rstudio ide and watson studio. you will learn what each tool is use for what program languag they can execut their featur and limit and how data scientist use these tool today.with the tool host in the cloud you will be abl to test each tool and follow instruct to run simpl code in python or r. to complet the cours you will creat a final project with a jupyt notebook on ibm watson studio on cloud and demonstr your profici in prepar a notebook write markdown and share your work with your peers.thi hands-on cours will get you up and run with some of the latest and greatest data scienc tools. data analysi & statist

statist think for data scienc and analyticsbeginnerlearn how statist play a central role in the data scienc approach.thi statist and data analysi cours will pave the statist foundat for our discuss on data science.y will learn how data scientist exercis statist think in design data collect deriv insight from visual data obtain support evid for data-bas decis and construct model for predict futur trend from data. comput scienc

intern lawadvancedlearn about the law of the intern commun includ how intern law is creat appli and upheld in today' world.intern law can be consid as the law of the intern commun the law that govern relat between states. but it also relat to what intern organ do and increasingli it concern individu corpor ngo' and other non-stat actors.a the world becom more interdepend and more complex and as new institut are put in place to make intern law more effect intern law ha becom an excit expand field. never befor ha it been so reli upon use and developed. despit their differ in size power cultur religion and ideolog state reli on intern law to cooper and to coexist; they speak the languag of intern law and intern law serv them as an import common language.thi law cours will extens reli on judgment and advisori opinion of the intern court of justic icj which is the princip judici organ of the unit nation un.hav acquir a basic knowledg of intern law you'll find it easier to comprehend thi subject in futur intern law sub-field like intern human right intern humanitarian law or intern invest law.thi cours will teach you what intern law is the role it play in the world today how it can be used. you will also gain knowledg to help you better discern legal argument within the flow of intern news and reports.thi cours is part of the intern law micromast program that is design to give learner a critic understand of how intern relat between state and individu are dealt with regard the law. law

tourism and travel managementbeginnerlead tourism practition and research offer insid perspect on thi dynam and grow industry.do you want to learn about an industri that is dynam fun evolv and alway challenging? at it peak tourism support over 300 million job global and in 2018 gener us$1.65 trillion in intern receipts. by take thi cours develop around one of the world' premier destin queensland in australia you will experi challeng and solut reflect of the ever-chang global tourism and travel industry. tourism is an aspir for million of peopl global and ha proven to be a highli resili sector which is vital to mani economies. thi cours will provid you with substant insight into the manag challeng face destin and operators. it will show you the proper step to follow forresearch-inform resolutions. the cours compris seven modul with each modul co-deliv by two or more expert academics. develop in partnership with tourism and event queensland the statutori market author for tourism in queensland sever modul have been shot on-loc across queensland' premier tourism destinations. the cours featur case studi of lead tourism and hospit compani and interview with promin industri professionals. in addit you'll hear from public sector offici repres govern peak industri bodi destin manag and market organis hotel and resort attract tour oper transport and local communities.eleven lead academ share their expertis take the learner through a viscer journey of self-discoveri and explor of variou aspect of tourism plan manag of servic and experi the chang role of technolog in decision-mak and manag of workforc and risk in tourism.th cours is particularli design for:^ cours imag credit: tourism event queensland busi & manag

project manag life cycleintermediatelearn how to appli project manag tool process and techniqu for the success execut of a project from initi to closing.learn about project manag from a multidisciplinari perspect as we cover fundament tool and techniqu for manag a broad rang of projects.y will learn about the project manag life cycl from initi to closing. we will address the behavior and quantit facet of project manag as well as the use of method tool and techniqu for the initi plan execut and close of projects. the cours will be divid by the project life cycl phases.first we will cover project initiation. we will review project in organ project select model the project manag role and project organ structur to better understand how a project is initiated. you will also learn how to creat a key project manag deliver the project charter.second we will cover the project-plan phase. you will learn how to build a comprehens project manag plan cover the key aspect of risk qualiti scope schedul cost time resourc and communications.third we will cover the project execut phase. we will explor the monitor and control of a project includ earn valu analysi and project reporting. case studi and exampl will be use to help you understand the correct action for a project manag to take to keep a project in control.fin we will cover the project close phase where we explor the task to complet an effect project closure.thi cours is part of the rit project manag micromast program that is design to teach the skill and behavior necessari to be success in a project manag career. in order to qualifi for the micromast credenti you will need to earn a verifi certif in each of the three cours as well as pass a capston exam. busi & manag

solar energybeginnerdiscov the power of solar energi and learn how to design a complet photovolta system.in the third edit of solar energi you will learn to design a complet photovolta system. thi cours introduc the technolog that convert solar energi into electr heat and solar fuel with a main focu on electr generation. photovolta pv devic are present as advanc semiconductor devic that deliv electr directli from sunlight. the emphasi is on understand the work principl of a solar cell fabric of solar cell pv modul construct and the design of a pv system. you will gain a greater understand of the principl of the photovolta conversion— the convers of light into electricity. thi cours explor the advantag limit and challeng of differ solar cell technolog such as crystallin silicon solar cell technolog thin film solar cell technolog and the latest novel solar cell concept as studi on lab-scale. we will discuss the specif of solar modul and demonstr how to design a complet solar system for ani particular application.educ methodth class will consist of a collect of eight to twelv minut lectur video exercis assign and exams. specifi assign and the three exam will determin the final grade. the new textbook on “solar energi basic technolog and systems” from the delft univers of technolog will be avail for the student on-lin and free of charge. your cours staff will encourag and challeng you to learn from and interact with your fellow student by help each other and share idea and best practic in the cours forum. we were happi to see the incred number of interest student video on solar energi system from all over the world in the previou edit of thi course.professor smet wa the first ever recipi of the edx prize for except contribut to onlin teach and learning. hi previou onlin cours attract over 150 000 student worldwid who were inspir to take their first step in the transit to renew energy. engin

public speakingbeginnerbuild confid as a speaker by learn how to use simpl tool and skill to prepar and deliv memor presentations.when ask mani peopl cite public speak as one of their biggest fears. in fact mani renown public speaker admit that they were onc extrem anxiou about speak in front of groups.good public speak is more than a performance. it is the result of:in thi cours part of the commun skill profession certif program you will studi method that help to reduc anxieti build confid and custom a process that will result in success speak experiences.thi cours is design to equip you with knowledg of the principl necessari for formal public speak with an emphasi on organ evid languag use strategi deliveri ethic and effect use of media aids. commun

mind and resili to stress at workbeginnerlearn research-bas strategi to help you foster mind handl stress and guard against burnout.stress anxieti and burnout are rampant across workplac today: 80 percent of worker feel stress on the job and nearli half say they need help learn how to manag it. while mani organ may assum that intens stress is unavoid even admir research suggest that too much stress is toxic to our health and perform lead to burnout and harm the cultur of organ as a whole.thi cours offer research-bas strategi for build resili to stress and fortifi our well-b in the face of challenges. it explain the biolog and psycholog impact of stress help you distinguish between harm and help form of stress at work and provid strategi for handl stress in healthi and product ways.th cours zero in on the practic of mind the moment-by-mo awar of our thought feel and sensat that come without judg those thought and feel as good or bad. in recent year there ha been a surg in scientif research on mind with mani studi document the valu and advantag of foster mind in workplac settings. thi cours cover the landscap of mind scienc explain whi it’ relev to modern workplac and describ how it can be effect fold into your workplac draw on case studi from sever major compani that have implement their own mind programs.th cours instructor are expert faculti from uc berkeley’ greater good scienc center dacher keltner ph.d. and emiliana simon-thoma ph.d. whose earlier edx cours the scienc of happi ha been a global phenomenon introduc a half million student worldwid to research-bas practic of mind and relat skill of stress reduction. in thi cours they tailor their scientif insight to the need of the modern workplac highlight stori of success from trailblaz organ while also identifi challeng that workplac may face as they tri to foster mind and resilience. busi & manag

frame your commun to inspir and convinceintermediatediscov how to gain support from manag and motiv your team by learn how to commun effect and strategically.in order to be effect leader need a high toler of complexity. beyond thi they need to inform their peopl and the outsid world of their strategi polici and decisions. effect leader are often inspir commun - their own high toler of complex help them reduc thi complex to a concis and power message. thi cours introduc the sensemak mindset. your sensemak mindset is of critic import in motiv other to follow and support you. your commun abil to inspir and convinc is larg depend on the way you frame your messag and on your skill at play the game of frame and reframing. you will learn from a larg varieti of video case and analyz a larg number of situat where leaders' commun and sensemak skill are test and probed.th cours is design so that you are introduc to commun by review public figur and politician to bring awar to commun techniques. then you will see the same techniqu be util with public figur in the engin field. thi enabl you to visual how to best util these commun techniqu in your career successfully. upon complet of thi cours you will be introduc to the sensemak mindset and will have learn how to use frame essenti debat method and pitch method in order to frame your commun to your team and supervisor. thi will ensur that you are equip to build win coalit in your own organization. busi & manag

nutrit and health micronutri and malnutritionintermediatelearn about malnutrit and micronutri and how they impact human health.ther is an overload of inform about nutrit and health but what is the truth and what can you do to improv the health of your patients? learn more about nutrit and how our diet profoundli impact our current and futur health. thi cours address the relationship between nutrit and human health with a focu on health problem relat to malnutrition. in thi cours professor sander kersten from wageningen univers & research will explain about the micronutri vitamin miner and trace element content of foods. you will learn about their role in the bodi and their impact on our health. moreov thi cours will discuss how suboptim nutrit may affect human health with particular attent to malnutrit and global hunger. you will learn about strategi to improv and combat these problem of malnutrition. final the cours will make you familiar with nutrit research and research methodologies. thi cours is especi use for health care profession and peopl work in the food industri with a non-nutrit background. you will develop a critic mind set by learn to better weigh and interpret inform about food nutrit and health. to improv overal health thi cours is part of the food nutrit and health profession certif program of wageningen univers & research. did you alreadi complet nutrit and health: macronutri and overnutrition? that is the first cours in the food nutrit and health profession certif program. to explor other learn opportun about nutrit have a look at the cours biolog & life scienc

digit designbeginnerth cours is an introduct to digit design technology. it allow you to understand the basic of digit design and help you develop skill from comput aid design to anim cover topic such as rig key frame render and more.digit design is about design in digit space so that the creat content can be display and seen on a digit device. with the avail of high comput power design are abl to quickli creat design in digit space prior to actual deployment.in thi cours you will learn the fundament concept of a wide varieti of digit design technolog and you will have the opportun to creat your own digit design and anim them as well. the cours focus on creat 3d object use a computer-aid design packag creat real life physic simul and then combin the two techniqu to creat render animations. it will also introduc the virtual realiti vr and augment realiti ar applications.thi cours allow you to get hands-on experi on differ design tool so that the variou output can be combin in a systemat way. so get start to experi thi excit of creat your own design now whether it be for continu educ or as a hobby.at the end of the cours you will be abl to: design

machin learn for data scienc and analyticsbeginnerlearn the principl of machin learn and the import of algorithms.machin learn is a grow field that is use when search the web place ad credit score stock trade and for mani other applications.thi data scienc cours is an introduct to machin learn and algorithms. you will develop a basic understand of the principl of machin learn and deriv practic solut use predict analytics. we will also examin whi algorithm play an essenti role in big data analysis. comput scienc

the scienc of everyday thinkingbeginnerlearn how to think better argu better and choos better.w will explor the psycholog of our everyday thinking: whi peopl believ weird thing how we form and chang our opinion whi our expect skew our judgment and how we can make better decisions. we'll discuss and debat topic such as placebo the paranorm medicin miracl and more.y will use the scientif method to evalu claim make sens of evid and understand whi we so often make irrat choices. you will begin to reli on slow effort delib analyt and logic think rather than fast automat instinct emot and stereotyp thinking.w will provid tool for how to think independ how to be skeptic and how to valu data over person experience. we will examin the mental shortcut that peopl use and misus and appli thi knowledg to help make better decis and improv critic thinking. busi & manag

product manag fundamentalsbeginnerunderstand the key to success navig the role and respons of be a product manag to champion chang with intern and extern collabor and influencersproduct manag is one of the fastest grow and most lucr job avail today. compani have awoken to the desper need for product manag to creat product that custom love that integr design function and busi solutions. in our cours we defin the fundament of product manag and whi thi role is so covet as a launch pad for futur ceo and startup founders.to be effect product manag need a clear understand of their job and duties. they also need a clear understand of the requir skill and competencies. an appreci of these role respons skill and capabl is also benefici for stakehold and team member who collabor with product managers.thi cours investig the framework for success in product manag by defin the product manager’ posit in an organ and the key responsibilities. we will examin the skill and compet most critic to carri out those responsibilities. to further improv your understand of product manag we will discuss how product manag engag with the product team and stakehold to creat and manag success products.product manag must also know how to establish organ and lead a team. they must know the typic product develop life cycl and be abl to select the right develop methodolog for the product and the target market. to meet these challeng to product team leadership we will consid the phase of product develop and the role that product manag play in each step. we’ll examin a varieti of team structur and product develop methodolog and the import of establish a team charter. lastli we will also explor the opportun and challeng of market develop and commercialization. we’ll provid an orient to key market concept critic to develop and commerci innov product and services. busi & manag

intern human right lawadvancedlearn how an individual’ human right are protect from both public and privat power by intern laws.human right are develop through the constant dialogu between intern human right bodi and domest court in a search that cross geograph cultur and legal boundaries. the result is a uniqu human right grammar which thi cours shall discuss and question examin the sourc of human right the right of individu the duti of state and the mechan of protection.w shall reli extens on compar materi from differ jurisdict to studi a wide rang of topic includ religi freedom in multicultur societi human right in employ relationship econom and social right in develop or human right in the context of the fight against terrorism.at the end of the cours you’ll be abl to: law

the best start in life earli childhood develop for sustain developmentintermediatechildren are our futur – so how do we give them the best begin for a happi and healthi life?what doe a success earli childhood care program look like? how ha a child’ brain develop at the age of 3? how doe nutrit impact the futur well-b of a child into adulthood? learn the answer to these question and more in "the best start in life: earli childhood develop for sustain development". with lead expert in the field – hail from harvard univers new york univers and unicef among other institut – we’ll explor how neurosci sociolog anthropolog and other studi have influenc our understand of earli childhood development. thi cours is for: educ & teacher train

data scienc and machin learn capston projectintermediatecr a project that you can use to showcas your data scienc skill to prospect employers. appli variou data scienc and machin learn techniqu to analyz and visual a data set involv a real life busi scenario and build a predict model.about thi coursenow that you'v taken sever cours on data scienc and machin learn it’ time to put your learn to work on a data problem involv a real life scenario. employ realli care about how well you can appli your knowledg and skill to solv real world problem and the work you do in thi capston project will make you stand out in the job market. in thi capston project you’ll explor data set in new york’ 311 system which is use by new yorker to report complaint for the non-emerg problem they face. upon be report variou agenc in new york get assign to resolv these problems. the data relat to these complaint is avail in the new york citi open dataset. on investig one can see that in the last few year the 311 complaint come to the depart of hous preserv and develop in new york citi have increas significantly. your task is to find out the answer to some of the question that would help the depart of hous preserv and develop in new york citi effect tackl the 311 complaint come to them. you will need to use the techniqu you learn in your previou python data scienc and machin learn cours includ data ingest data explor data visual featur engin probabilist model model valid and more. by the end of thi cours you will have use real world data scienc tool to creat a showcas project and demonstr to employ that you are job readi and a worthi candid in the field of data science. data analysi & statist

data scienc for construct architectur and engineeringbeginnerthi cours introduc data scienc skill target applic in the design construct and oper of buildings. you will learn practic code within thi context with an emphasi on basic python program and the panda library.th build industri is explod with data sourc that impact the energi perform of the built environ and health and well-b of occupants. spreadsheet just don’t cut it anymor as the sole analyt tool for profession in thi field. particip in mainstream data scienc cours might provid skill such as program and statist howev the appli context to build is miss which is the most import part for beginners. thi cours focus on the develop of data scienc skill for profession specif in the built environ sector. it target architect engin construct and facil manag with littl or no previou program experience. an introduct to data scienc skill is given in the context of the build life cycl phases. particip will use larg open data set from the design construct and oper of build to learn and practic data scienc techniques. essenti thi cours is design to add new tool and skill to supplement spreadsheets. major technic topic includ data load process visual and basic machin learn use the python program languag the panda data analyt and sci-kit learn machin learn librari and the web-bas colaboratori environment. in addit the cours will provid numer learn path for variou built environment-rel task to facilit further growth. data analysi & statist

nutrit heart diseas and diabetesintermediatediscov the latest insight on the import of nutrit and lifestyl in the develop and treatment of cardiovascular diseas and diabet mellitu in the onlin open cours nutrit heart diseas and diabetes.learn about the role of nutrit in relat to diseas of the circulatori system and diabet which are major caus of death worldwide. you'll learn about the etiolog of heart attack type 2 diabet stroke other form of cardiovascular diseas and how often these occur worldwide. you will learn about biolog modifi risk factor such as blood pressur blood cholesterol and obes and how they impact these diseas in a differ way.aft complet thi cours you will also have gain adeep insight in underli pathophysiolog mechan such as insulin resist and the role of epigenet factors. dietician and doctor often get question from their patient on what they can do to improv their health.in thi cours part of the profession certif program nutrit and diseas you will learn about the interact between nutrient diet and cardiometabol diseas heart diseas and diabetes. you'll learn about the current progress in nutrit and cardiometabol diseas research. you willlearn how cardiometabol diseasescan be prevent on the popul level through lifestyl and dietari modifications. thi cours is especi valuabl for profession in train from variou disciplin relat to nutrit and health e.g. nutritionist epidemiologist public health worker physician health care profession health polici maker nutrit educ biologist and food scientists. thi cours is part of thenutrit and diseas profession certif program of wageningen univers & research. did you alreadi complet nutrit and cancer? that is the other cours in thi profession certif program. food & nutrit

project manag for developmentintermediatea mooc develop in collabor with the project manag institut educ foundat pmief. learn best practic for manag project that promot econom and social develop in latin america and the caribbean.thi cours will be offer in englishon of the challeng face everi day by govern public organ nongovernment organ develop agenc and other stakehold that promot econom and social develop in latin america and the caribbean is transform propos into concret realiti that improv society’ well-b and provid result within the time and resourc available.thi cours introduc concept and tool that can be appli to project manag to gener materi chang and meet expect object with limit resources. thi mooc strengthen participants’ capac to manag govern and social project such as nonprofit and civil societi project so that they are execut effici and effectively.70% of the student who have taken the cours state that they improv their abil to formul implement and/or evalu public policies.th cours is base on the inter-american develop bank’ pm4r methodolog and the pmbok® guid sixth edit of the pmi®.project manag for result pm4r wa creat by the idb’ inter-american institut for econom and social develop indes.particip who receiv a certif for thi cours also obtain 35 pdu becaus ind is a pmi® regist educ provid r.e.p..to pass thi cours particip must dedic approxim 3 hour per week for 10 weeks. howev the self-pac modal provid them with the flexibl to take the cours over a maximum of 8.7 month as of april 2nd 2020.the creation of thi cours wa fund by the institut capac strengthen fund icsf thank to the contribut of the govern of the people’ republ of china.pmbok® guid is a regist trademark of the project manag institut inc. busi & manag

introduct to cloud infrastructur technologiesbeginnerlearn the fundament of build and manag cloud technolog directli from the linux foundat the leader in open source.new to the cloud and not sure where to begin? thi beginn cours taught by cloud expert from the linux foundat will help you grasp the basic of cloud comput and comprehend the terminolog tool and technolog associ with today’ top cloud platforms.understand cloud technolog top the list of most import skill for ani develop system administr or network comput profession seek a lucr career in technology. howev get start and research all thing cloud can be complic and time consuming. thi cours map out the entir cloud landscap and explain how variou tool and platform fit together.expert from the linux foundat can help guid you step-by-step as you begin to navig the cloud. they host some of the world' lead open sourc cloud project and provid train and network opportun to educ a talent pool to support those project and is a respect neutral non-profit educ sourc to provid train for anyon learn how to build and manag cloud infrastructure.thi cours give you a primer on cloud comput and the use of open sourc softwar to maxim develop and operations. topic cover include:no previou cloud experi is requir for thi course. "introduct to cloud infrastructur technologies" give you the knowledg and tool to make smart decis about which cloud servic and applic to use depend on your needs. comput scienc

circular fashion design scienc and valu in a sustain cloth industrybeginnerth fundament of circular fashion unravel learn about circular in all step of the fashion valu chain. from new textil materi and circular design all the way to busi modelling.th fashion industri ha a larg influenc on the global economi and is more and more known for it social and environment impact. everywher new sustain initi are aris from recycl upcycl to creat cloth from compost materials. circular tough is a complex phenomenon. what will the futur bring us? are we inde go to decompos our cloth in our own garden?thi onlin cours bring you a comprehens introduct in circular fashion brought to you by roughli thirti differ expert from both academia and practice. you will learn about the versatil task of transit toward circular fashion from the uniqu collabor between wageningen univers & research artez univers of the art and mani other experts.aft the cours you will know the core concept and tool to help better understand circular economi in the fashion industry. some of the topic that are cover focu on understand the challeng of recycl design for circular altern textil through biobas innov and circular busi model to help bring innov to the market.for whom?thi cours will provid design retail scientist engin and all work at the industri or with an interest in fashion with holist insight in the complex challeng of circular fashion while engag you to start the transit to circular within your person and/or profession practices. we will bring togeth art design and scienc to move beyond an ego-centr approach of fashion and start from an ecosystem perspective.learn the theori understand the practic and start your own circular fashion journey. join the movement toward a circular fashion industry!1. the differ between sustain & circular 2. ecosystem circular 3. close the loop in fashion 4. biobas innov and new materi 5. busi as craft valu art & cultur

machin learningadvancedmast the essenti of machin learn and algorithm to help improv learn from data without human intervention.machin learn is the basi for the most excit career in data analysi today. you’ll learn the model and method and appli them to real world situat rang from identifi trend news topic to build recommend engin rank sport team and plot the path of movi zombies.major perspect cover include:top include: classif and regress cluster method sequenti model matrix factor topic model and model selection.method include: linear and logist regress support vector machin tree classifi boost maximum likelihood and map infer em algorithm hidden markov model kalman filter k-mean gaussian mixtur model among others.in the first half of the cours we will cover supervis learn techniqu for regress and classification. in thi framework we possess an output or respons that we wish to predict base on a set of inputs. we will discuss sever fundament method for perform thi task and algorithm for their optimization. our approach will be more practic motiv mean we will fulli develop a mathemat understand of the respect algorithm but we will onli briefli touch on abstract learn theory.in the second half of the cours we shift to unsupervis learn techniques. in these problem the end goal less clear-cut than predict an output base on a correspond input. we will cover three fundament problem of unsupervis learning: data cluster matrix factor and sequenti model for order-depend data. some applic of these model includ object recommend and topic modeling. comput scienc

free cash flow analysisbeginnerlearn how to use the free cash flow method for firm valuat and how to comput and project free cash flows.in thi cours learner will begin to appli the lesson and concept from introduct to corpor financ as they begin to discuss basic of firm valuation.follow professor wolfenzon' lead to learn how the free cash flow method is appli to valu firms. you will also learn about valuat use multiples. throughout the cours you will learn how to construct excel model to valu firm by complet hand on activities. busi & manag

lean productionbeginnerlearn how to appli key element of lean product from minim inventori and reduc setup time to use 5s and kaizen in order to improv qualiti and product in your workplace.learn about lean manag a customer-centr methodolog that improv process by elimin wast and focus on value-ad tasks.thi cours will introduc the main tenet of the toyota product system which includ just-in-tim manufactur qualiti manag tool and the critic concept of kaizen the japanes practic of continu improvement. you will also learn about the key organ and manageri approach that are use in lean.you will learn how to analyz process flow in order to establish process capac and identifi the process bottleneck. you will then calcul resourc util and cycl time to evalu the impact of set up time batch defect and rework on key process perform measur includ inventori flow rate and flow time.w will also discuss the impact of key concept of lean includ heijunka kanban jidoka andon poka yoke and 5s which help achiev increas product and quality.upon success complet of thi program learner will earn the tum lean and six sigma yellow belt certif confirm masteri of lean six sigma fundament to a green belt level. the materi is base on the american societi for qualiti www.asq.org bodi of knowledg up to a green belt level. the profession certif is design as prepar for a lean six sigma green belt exam. busi & manag

introduct to algebrabeginnersolv equat draw graph and play with quadrat in thi interact course!w live in a world of numbers. you see them everi day: on clock in the stock market in sport and all over the news. algebra is all about figur out the number you don't see. you might know how fast you can throw a ball but can you use thi number to determin how far you can throw it? you might keep track of stock price but how can you figur out how much money you'v made or lost in the market? and you may alreadi know how to tell time but can you calcul at what time a clock' hour and minut hand are exactli aligned? with algebra you can answer all of these question use the number you alreadi know to solv for the unknown. algebra is an essenti tool for all of high school and college-level math scienc and engineering. so if you'r start out in one of these field and you haven't yet master algebra then thi is the cours for you! in thi cours you'll be abl to choos your own path within each lesson and you can jump between lesson to quickli review earlier material. algebrax cover a standard curriculum in high school algebra i and ccss common core align is indic where applicable.learn more about our high school and ap* exam prepar cours math

latex for student engin and scientistsbeginnerexplor a new way of write and typeset articl book paper etc. use a document prepar system call latex.latex a document prepar system is wide use for publish in mani scientif field like mathemat statist comput scienc engin chemistri physic econom linguist etc.. it is a power and open-sourc system that provid numer facil for autom typeset of the document: i.e. structur page layout list and auto-numb of section tabl figur gener a tabl of content manag cross-referenc cite and indexing. unlik other wysiwyg editor the content is written in plain text along with appropri command thu allow the user to concentr on the content rather than the aesthet the way it looks. the tex typeset program which latex use wa design such that anyon can creat good qualiti materi with less efforts. thi cours introduc the basic concept of latex. particip take thi cours will be abl to creat and design document in latex and present in beamer with confidence. engin

lead with effect commun (inclus leadership training)beginnerdevelop commun skill that bring out the best in you — and in others.what doe it take to inspir other promot a novel idea or even have a difficult conversation? how can you posit yourself as a leader through inclus communication? how do you know that the messag you are intend to send is what is be received? join catalyst expert to explor thi topic and the import role commun play in inclus leadership.al too often we struggl to commun effectively—particularli with other who are differ from us in some way. thi cours will show you how the most effect commun util the inclus leadership mindset of empower account courag and humil and guid you on how to use that mindset yourself. through research and real-world exampl you will learn strategi to enhanc your commun skill and approach. topic will includ understand dialogu process debunk everyday commun myth test assumpt listen express yourself authent and commun across differences. with short quizz compel case studi and engag video you will develop knowledg in each section and share your experi with other learners.throughout the cours you will creat a plan of action to help appli the strategi learn in thi cours to your work and other part of your life. commun

anatomi musculoskelet and integumentari systemsbeginnerlearn about the integumentari system skin hair nail and gland and how the bone joint and muscl of the musculoskelet system function.in thi anatomi cours part of the anatomi xseri you will learn how the compon of the integumentari system help protect our bodi epidermi dermi hair nail and gland and how the musculoskelet system bone joint and skelet muscl protect and allow the bodi to move.y will engag with fascin video lectur and anatom visual materi illustr and cadaver imag to learn about these properti and functions. biolog & life scienc

inglé empresari venta gestión y liderazgobeginnerest curso en línea te permitirá aprend inglé y tener una inmersión del idioma en lo negocio para sobresalir en tu carrera profesional.conviértet en un ciudadano global y obtén la habilidad necesaria para lograr sobresalir en tu lugar actual de trabajo o poder alcanzar el siguient paso al éxito laboral.est curso de inglé en línea te brindará la habilidad lingüística y conversacional básica para el mundo de lo negocio lo que te permitirá comunicart con jefe colega y person en el trabajo de forma eficaz tale como escuchar y analizar ant de hablar plantear correctament una presentación dirigir una reunión o cerrar un trato.obtén el entrenamiento profesion básico en inglé que siempr ha deseado de la mano de profesionista con experiencia en el campo labor angloparlant y triunfa en tu lugar de trabajo prepárat para internacionalizar tu negocio o enfrentart al mundo globalizado gracia al uso de la terminología propia del mundo de lo negocios.logra aplicar tu conocimiento de forma proactiva al mismo tiempo que recib toda la enseñanza motivación y herramienta necesaria para crecer profesionalment con base sólida en est idioma en un periodo conciso y práctico utilizando cualquier dispositivo móvil. busi & manag

busi strategi from wharton competit advantageintermediatelearn how to develop and execut strategi to gain competit advantag and improv your posit in the marketplace.maintain a competit advantag take more than great time or a singl solution. sustain advantag requir a well-design and well-execut strategy. thi cours wa creat to give you the tool and framework you need to develop and execut a success strategy.you’l learn how to evalu your own strategi as well as how to locat sourc of potenti competit advantag from a perspect that encompass the intern extern and dynam fit of your strategy. you’ll also learn how to enhanc your abil to assess the strateg impact of the move of your competitor and how to maintain competit advantag understand the gener driver that creat and sustain competit advantag and how to identifi organiz barrier to change.bi the end of thi cours you’ll be abl to assess and redesign your current strategi and develop plan for effect implement to give your firm a competit advantage. busi & manag

six sigma analyz improv controlbeginnerlearn how to statist analyz process data to determin the root caus and propos solut for process problem to implement qualiti manag tool such as 8d and the 5 whi and to understand the concept of design for six sigma dfss.learn how to statist analyz data with the six sigma methodolog use inferenti statist techniqu to determin confid interv and to test hypothes base on sampl data. you will also review caus and effect techniqu for root caus analysis.y will learn how to perform correl and regress analys in order to confirm the root caus and understand how to improv your process and plan design experiments.y will learn how to implement statist process control use control chart and qualiti manag tool includ the 8 disciplin and the 5 whi to reduc risk and manag process deviations.to complement the lectur learner are provid with interact exercis which allow learner to see the statist "in action." learner then master statist concept by complet practic problems. these are then reinforc use interact case studi which illustr the applic of the statist in qualiti improv situations.upon success complet of thi program learner will earn the tum lean and six sigma yellow belt certif confirm masteri of lean six sigma fundament to a green belt level. the materi is base on the american societi for qualiti www.asq.org bodi of knowledg up to a green belt level. the profession certif is design as prepar for a lean six sigma green belt exam. busi & manag

ap® microeconomicsbeginneran overview of beginn microeconomics. learn the key principl of econom and how to appli them to the real world - and the ap® exam!w to learn how individu and busi make the decis that drive our economi - and use those skill to ace the microeconom ap® exam? thi is the cours for you!thi econom cours is an introduct to basic microeconom principles. you will learn how individu make decis rang from what type of good to buy to how mani hour to work and how firm make decis rang from how mani worker to hire to what price to charge. you will studi how to evalu econom outcom from the perspect of effici and fair and discuss the proper role of the govern in determin these outcomes.thi cours will cover all materi that is requir for the microeconom ap® exam. it will cover thi materi through a mix of intuit explan real-world applic and graphic and mathemat supplement that explor the content in more depth. by the end of the cours not onli will you have an understand of the most import principl of microeconom but you’ll be abl to use these principl to better understand the work of the real world around you!*advanc placement® and ap® are trademark regist and/or own by the colleg board which wa not involv in the product of and doe not endors these offerings. econom & financ

engin calculu and differenti equationsbeginnerlearn fundament concept of single-vari calculu and ordinari differenti equat as well as their applic in engin fields. appli mathemat skill to model and solv engin problems.how do electr engin find out all the current and voltag in a network of connect components? how do civil engin calcul the materi necessari to construct a curv dome over a new sport arena? how do space flight engin launch an exploratori probe? if question like these piqu your interest thi cours is for you! calculu with differenti equat is the univers languag of engineers. in thi cours “engin calculu and differenti equat ” we will introduc fundament concept of single-vari calculu and ordinari differenti equations. we'll explor their applic in differ engin fields. in particular you will learn how to appli mathemat skill to model and solv real engin problems. thi cours will enabl you to develop a more profound understand of engin concept and enhanc your skill in solv engin problems. in other word youwil be abl to construct rel simpl model of chang and deduc their consequences. by studi these youwil learn how to monitor and even controla given system to do what you want it to do. techniqu wide use in engin will be illustrated; such as laplac transform for solv problem in vibrat and signal processing. we have design anim and interact visual to supplement complex mathemat theori and facilit understand of the dynam natur of topic involv calculus. math

linear algebra - foundat to frontiersintermediatelearn the mathemat behind linear algebra and link it to matrix softwar development.linear algebra: foundat to frontier laff is pack full of challeng reward materi that is essenti for mathematician engin scientist and anyon work with larg datasets. student appreci our uniqu approach to teach linear algebra because:in thi cours you will learn all the standard topic that are taught in typic undergradu linear algebra cours all over the world but use our uniqu method you'll also get more! laff wa develop follow the syllabu of an beginn linear algebra cours at the univers of texa at austin taught by professor robert van de geijn an expert on high perform linear algebra libraries. through short video exercis visual and program assign you will studi vector and matrix oper linear transform solv system of equat vector space linear least-squar and eigenvalu and eigenvectors. in addit you will get a glimps of cut edg research on the develop of linear algebra librari which are use throughout comput science.matlab licens will be made avail to the particip free of charg for the durat of the course. to see what former learner have to say about the cours read review on coursetalk.w invit you to laff with us! comput scienc

effect commun for today' leaderintermediateidentifi and develop the most import commun skill assert and empathy.interperson commun is one of the most import manag skills: everyday we relat with our boss collabor custom and colleagues.b a good commun is synonym to be a good leader.interperson and group commun help us to creat better busi environ and therefor to have better results.understand the import of commun in people' live and thu boost the improv in our abil to effect socialize.identifi the concept of commun to clarifi it importance.develop commun skills: assert and empathy.appli commun skill to perform feedback and achiev organiz objectives. busi & manag

electr car technologyintermediateget an in-depth understand of the technolog behind electr cars.electr car are more than a novel mean of mobility. they have been recogn as an essenti build block of the energi transition. fulfil their promis will impli a signific chang in the technic digit and social dimens of transport and energi infrastructure. if you are interest in learn about the state-of-the-art technolog behind electr car then thi is the cours for you! thi cours focus on the technolog behind electr cars. you will explor the work principl of electr vehicl delv into the key role play by motor and power electron learn about batteri technolog ev charg smart charg and about futur trend in the develop of electr cars. the cours includ video lectur present and exercis which are all illustr with real-world case studi from project that were implement in the netherlands. thi cours wa co-develop by dutch innov centr for electr road transport dutch-incert and tu delft and is taught by expert from both the industri and academia who share their knowledg and insights. join the cours and be prepar for the upcom develop amid the transit to electr vehicles! engin

site plan onlineintermediatehow to plan a site it infrastructur and public space so that it is sustain support human need compat with it natur and man-mad surround adapt and econom efficient. the cours includ mani exampl of well plan sites.c are built site by site. site plan ha been taught in urban plan landscap architectur and architectur program for over a centuri and continu to be a foundat cours for those who aspir to plan the built environment. it is a requir subject on licens and certif program for each of these disciplines. master the art of site plan requir substant knowledg well-hon design skill and familiar with exampl and prototyp of site organization. thi cours provid the perspect of lead academ and practition on the import issu in prepar site plans. it offer a foundat of knowledg and the opportun to appli what is learn in prepar a site plan.how to analyz a site and imagin the possibl for it use. how to creat a program and a plan for a site. how to make choic about site infrastructure. exampl of well plan sites. design

macroeconometr forecastingintermediatelearn how to creat and assess forecast model to predict macroeconom variabl such as inflat and econom growth.in thi macroeconom cours you will learn to predict macroeconom variabl such as inflat growth or consumpt and to creat statist model in econom and use them to predict respons to econom policy.y will learn from hands-on demonstr of model-build forecast and polici analysi use data set from a wide varieti of countries. demonstr and applic will be conduct use eview —a popular softwar for estim and simul forecast model on windows. free temporari licens for eview will be made avail for the durat of the course.macroeconometr forecast is offer by the imf with financi support from the govern of japan. econom & financ

algorithmsintermediatelearn how to structur and use algorithm to solv real life problems.algorithm power the biggest web compani and the most promis startups. interview at tech compani start with question that probe for good algorithm thinking.in thi comput scienc cours you will learn how to think about algorithm and creat them use sort techniqu such as quick sort and merg sort and search algorithm median find and order statistics.th cours progress with numer string and geometr algorithm like polynomi multipl matrix oper gcd pattern match subsequ sweep and convex hull. it conclud with graph algorithm like shortest path and span tree.top covered:thi cours is part of the fundament of comput scienc xseri program: comput scienc

calculu applied!intermediateappli tool of single-vari calculu to creat and analyz mathemat model use by real practition in social life and physic sciences.in thi cours we go beyond the calculu textbook work with practition in social life and physic scienc to understand how calculu and mathemat model play a role in their work.through a seri of case studi you’ll learn:with real practition as your guid you’ll explor these situat in a hands-on way: look at data and graph write equat do calculu comput and make educ guess and predictions.thi cours provid a uniqu supplement to a cours in single-vari calculus. key topic includ applic of deriv integr and differenti equat mathemat model and parameters.thi cours is for anyon who ha complet or is current take a single-vari calculu cours differenti and integr at the high school ap or ib or college/univers level. you will need to be familiar with the basic of deriv integr and differenti equat as well as function involv polynomi exponenti and logarithms.thi is a cours to learn applic of calculu to other field and not a cours to learn the basic of calculus. whether you’r a student who ha just finish an beginn calculu cours or a teacher look for more authent exampl for your classroom there is someth for you to learn here and we hope you’ll join us! math

precalculusintermediatethi college-level credit-elig precalculu cours will teach you the skill requir for success in futur calculu studies.thi cours is part of global freshman academi gfa which mean you can earn transfer asu credit toward your colleg degree.in thi college-level precalculu cours you will prepar for calculu by focus on quantit reason and functions. you’ll develop the skill to describ the behavior and properti of linear exponenti logarithm polynomi ration and trigonometr functions.cont in thi cours will be adapt allow you to achiev masteri in a certain concept befor move on to the next. util the alek learn system student in thi person self-pac cours will be instruct on the topic they are most readi to learn while also provid individu coach as you move through each topic.befor take thi cours you should alreadi have a strong understand of algebra skill such as factor basic equat solv and the rule of expon and radicals.thi 3 credit hour cours satisfi the mathemat studi ma gener studi requir at arizona state university. the cost to convert to credit is $600. thi cours may satisfi a gener educ requir at other institutions; howev it is strongli encourag that you consult with your institut of choic to determin how these credit will be appli to their degre requir prior to transfer the credit. math

busi communicationsbeginnerlearn how to commun effect in a busi set understand divers audienc and build sound arguments.thi cours part of the busi fundament profession certif program will sharpen your write present and interperson commun skill to help you succeed in the busi world. you will learn a rang of success practic and guidelin that have been deriv from both research and experience.y will learn strategi for hone your commun style improv clariti concis and impact. by the end of the cours you will be abl to think strateg about all form of commun and commun with divers audiences. busi & manag

intern women' health and human rightsbeginnerthi self-pac cours provid an overview of women' health and human right begin in infanc and childhood then move through adolesc reproduct year and aging. we consid econom social polit and human right factor and the challeng women face in maintain health and manag their live in the face of societ pressur and obstacles.w focu on critic issu name those that may mean life or death to a woman depend on whether she can exercis her human rights. these critic issu include: be born femal and discrimination; poverty; unequ access to educ food paid work and health care; and variou form of violence. topic discuss includ son prefer educ hiv/aid reproduct health violenc in the home and in war and refuge circumst women' work sex traffick and aging.our mooc will have a special focu on creat an intern network of engag participants. we will ask particip to take part in interact discuss to share their own experiences. we also ask particip to engag with the commun they live in in order to deepen their understand of the issu and tie academ idea to real-lif circumstances. social scienc

blockchain understand it use and implicationsbeginnerunderstand exactli what a blockchain is it impact and potenti for chang around the world and analyz use case in technolog busi and enterpris product and institutions.blockchain technolog is chang how busi is executed. it' import to understand whi blockchain is differ and how it work in comparison with technolog of the past. the first segment of thi cours cover all the main concept of what blockchain is. it discuss how it began as a tripl ledger system first introduc for the administr of the cryptocurr bitcoin and how it is now appli to all aspect of busi includ govern bank suppli chain and a host of other industries. it also analyz the concept of transpar ledger both public and permiss and focus on use cryptographi to achiev consensu immut and govern of transactions. thi is all part of blockchain' abil to provid "trust data from untrust sourc " disrupt tradit account methodolog and intern trade. the cours then dive into the variou method of blockchain govern that current exist in the marketplac as well as how consensu fit into governance. it explor how to reach consensu through proof-of-work or proof-of-stake. other aspect of the cours includ examin the veri specif featur of blockchain that solv problem that have been difficult to overcom in the past with more central architectures. the final part of the cours take a deep dive into the variou use case of blockchain complet with analyz real exampl of how differ industri are execut the technolog and improv their business. examin a problem and then depict a blockchain use case that solv the problem will help gain an understand of how blockchain is appli to real-world situations. busi & manag

basic of power bibeginnerthi learn resourc will give learner the knowledg and the confid to use the power bi tool over other method of record visualis and present data such as powerpoint presentations.th purpos the tool is be use for will vari from learner to learner but thi learn cover key area of navig design share and presenting. you can use thi learn resourc as requir for the area that you need support on.thi resourc cover the follow topic areas: data analysi & statist

prepar to network in englishbeginnerlearn the basic of network while you grow your social network and profession connections. practic speak to improv your english languag skill for increas success in job hunting.network in the busi world is key to career success. research show that mani job are never offici advertised. mani compani reli on word-of-mouth advertis to hire employe so connect with peopl are important! it’ also clear that english is an import languag in the global job hunt. but what exactli is networking? and how do you do it in english? thi cours help you understand the basic of network and whi it’ important. you’ll identifi the key qualiti that you person want to focu on developing. most importantli you’ll grow and expand your busi network and profession connections. gain confid in your speak while introduc yourself in english. you’ll also learn about busi cultur in north america and around the globe while you improv your english languag skill for increas success in network and job hunting. languag

mandarin chines essentialsbeginnerthi cours is your first crucial step to learn mandarin chinese. learn essenti skill for commun in chineseinclud tone pinyin grammar charact and basic structur all within the context of a busi environment.chines is a critic languag for all global organizations. mandarin chines essenti featur a thorough basic chines virtual learn experi at your pace! switch from latin alphabet or other phonogram languag to chines can be intimid and frustrating. thi prerequisit cours break down all basic characterist of chines languag ensur you have a solid foundat to be a compet speaker in a busi environment. we will introduc one rule with practic and relat dialogu through video that includepract businessconversations. we provid solid learn system that is essenti for beginn to differenti and construct sentenc and then use them in workplac and busi scenarios. if you enrol in the verifi track you will be abl to particip in the webinar lectur by dr. estella y. chen who will lead thediscussionwitha wide varieti ofpopulartopicstoaccompanyy to the world of chines busi cultur and trend. what' more in the verifi track we'll give you three pronunci lesson that will help youcommun more smoothli and effect ina busi environment. no previou knowledg needed. we start from the beginning! thi cours wa develop with the assist of dr. haohsiang liao director of the chines languag program at mit. languag

human right the right of refugeesbeginnertak action for human rights. thi cours will teach you about the human right of refuge and empow you to defend them.across the world barrier are growing. everi day peopl flee war and persecut find the door slam in their face.refuge have human rights. what are these rights? who is respons for uphold and protect them? how can we hold them to account?thi short cours will enabl you to find the answer and empow yourself to defend and promot the right of refuge and discov how you can be part of the solution.learn from the expert campaign and activist at amnesti intern how to identifi human right violat and to claim defend and promot the human right of refugees.y will be challeng to think critic and interact with participants. togeth you will learn how to empow yourselv to creat change.thi is amnesti international' second human right mooc. be prepar for activ learn connect with cours particip from across the world and to becom part of a global commun campaign for the right of refuge to be upheld everywhere.th cours is also avail in french and spanish. human

what do architect and urban planner do?beginnerdiscov how spatial design profession make a differ in societyar you interest in studi architectur or urban planning? thi cours will help you understand what spatial design profession realli do so you can decid if thi is the right profess for you. first we’ll learn about the built environ and the kind of challeng and opportun that architect and planner grappl with. then we’ll discuss five short exampl base on real projects. in each exampl we will focu on the role play by differ spatial design profession includ urban planner urban design landscap architect architect and interior architects. you’ll gain a good understand of what each spatial design profess doe so you can make an inform choic about what to study. the cours will also be use for anyon who need to interact with spatial design profession and would like an insight into their differ roles. architectur

u.s. polit institut congress presid court and bureaucracybeginnerexamin the inner work of the three branch of the u.s. feder governmenthow do the three branch of govern operate? how is power share among congress the presid and the suprem court? what role is play by feder agenc that have no direct constitut author oftheir own? in thi part of our seri on american govern we will examin the separ of power among the three branch of govern and the role of voter polit parti and the broader feder bureaucracy. we’ll explor how “the people” affect the behavior of member of congress what constitut success in a president’ domest and foreign polici and how much power an unelect judiciari should have in a democrat system. social scienc

negoti skill and effect communicationintermediateit analyz the “social” perspect of a negoti and it impact on success agreement as well as the risk of ignor it or disregard it applicability.w start make negoti as soon as our day begin through all our interact either work social or family-related. but have you ever wonder how effici you negoti and whether you could be better at it? thi is a straightforward opportun to put into practic all the knowledg you have acquir and to confirm that the negoti process is dynam and can alway be improved.th cours integr the most recent advanc in the develop of negoti skill base on modern life complex in a simpl and direct way.w start out with the structur of effect commun in a negoti with the intent of identifi our opportun area and improv them through activ learn mechanisms.and what can we say about the role emot play in a negoti process? it is necessari to acknowledg manag and take advantag of them by use emot intellig mechanisms.negoti by definit impli the relationship between two or more parti who eventu express oppos interest and demand skill for problem-solving. in thi cours you will learn to identifi and manag it irrevers consequ in advance.impl the key negoti skill and style to carri out effect negoti and reach satisfactori agreements.adopt commun techniqu that improv relationship and stimul cooper between the parti involved.develop critic think to manag emot and resolv conflict in a construct way. busi & manag

ap® english literatur & composit – part 1 storiesbeginnerenh your abil to read and write about great literatur in prepar for the ap® english literatur & composit exam.thi cours prepar you to read more deepli and write more clearli about work of literature. through an engag collect of video authent read and support materi from a varieti of sourc you will learn to appreci literatur from differ genres. thi cours will focu on read interpret and write about fiction and gothic literature.y will broaden your vocabulari while you sharpen your academ and creativ write skills. interact with other student will help you to refin your think about the read and write as well. you will learn to write under time pressur and have the opportun to complet practic assign that are similar to those you will find on the ap examination.ther are no prerequisites; you don’t have to take the ap exam to join the course. if you want to learn about literatur and write thi cours is for you.in thi part of the cours you’ll learn: human

virus & how to beat them cell immun vaccinesbeginnerlearn how our immun system fight viral diseas and make better vaccin decis with a clearer understand of cell virus and immunity.hav you ever wonder what virus actual are?hav you been curiou about the way they invad our bodi attack our cell and make us sick? come and learn what virus are made of and understand the mechan of how they hijack and take over our cells.ther is no need for a background in scienc - just bring your curiou mind!our bodi are made of cell which are amaz molecular machines. so long as everyth is in work order we feel great. but surprisingli these unbeliev tini parasit made of protein and gene - virus - can take over and caus seriou damag to our bodies.step by step thi cours will teach you how the cell of our bodi work to keep us healthy. we will then explor the vast kingdom of viruses; especi those that have caus epidem like the flu aid and ebola. final we will systemat review our immun system how it identifi "the enemi " and how it take them out.th lectur have been care plan to clearli describ basic cell biolog virolog and immunolog in term that everyon can understand without compromis scientif correctness. you'll particip in a detail explor of the structur in our cell and how they function. you'll learn how virus replic and the way our immun system protect us from diseas as well as how scientist investig these topics. you'll view laboratori demonstr that illustr how cell and virus are grown and studied. throughout the cours you will meet lead expert and scientist - some of whom have receiv the nobel prize in recognit of their discoveri and contribut to chemistri and medicine.togeth we will gain a clearer understand of how scienc ha been appli to produc effect diagnost test better medicin and protect vaccines. you'll gain fascin and comprehens knowledg that is also practical. it is our goal to arm you with suffici credibl and practic understand of how vaccin work so that you can make better vaccine-relev decis for you and your family.thi cours wa produc at tel aviv univers by tau onlin - learn innov center. medicin

comput in python ii control structuresbeginnerlearn about control structur one of the most power part of programming. thi cours cover condit loop function and error handl specif in python but with broader applic to other languag as well.build on your prior knowledg of variabl and oper thi cours get into the meat of programming. organ into five chapter thi cours start by cover the fundament of what control structur are and what they do then move on to four common control structur in python. condit let you modifi what your program doe base on the valu of incom variables. loop let you repeat task for multipl valu or while certain condit hold true. function let you encapsul complex reason into reusabl chunk of code. error handl let you intellig recov from anticip and unanticip glitches. by the end of thi cours you'll be abl to write complex program in python that perform use reasoning. for exampl you could write a program that calcul your weight on other planet calcul the standard deviat of a seri of number or check for the valid of an incom password. structur the cours is compris of sever parts. instruct is deliv via a seri of short 2-3 minut videos. in between those video you'll complet both multipl choic question and code problem to demonstr your knowledg of the materi that wa just covered. comput scienc

machin learn fundamentalsadvancedunderstand machin learning' role in data-driven model predict and decision-making.do you want to build system that learn from experience? or exploit data to creat simpl predict model of the world?in thi cours part of the data scienc micromast program you will learn a varieti of supervis and unsupervis learn algorithm and the theori behind those algorithms.us real-world case studi you will learn how to classifi imag identifi salient topic in a corpu of document partit peopl accord to person profil and automat captur the semant structur of word and use it to categor documents.arm with the knowledg from thi cours you will be abl to analyz mani differ type of data and to build descript and predict models.al program exampl and assign will be in python use jupyt notebooks. data analysi & statist

pre-univers calculusbeginnerprepar for beginn calculu courses.mathemat is the languag of scienc engin and technology. calculu is an elementari mathemat cours in ani scienc and engin bachelor. pre-univers calculu will prepar you for the beginn calculu cours by revis five import mathemat subject that are assum to be master by begin bachelor students: function equat differenti integr and analyt geometry. after thi cours you will be well prepar to start your univers calculu course. you will learn to understand the necessari definit and mathemat concept need and you will be train to appli those and solv mathemat problems. you will feel confid in use basic mathemat techniqu for your first calculu cours at university-level build on high-school level mathematics. we aim to teach you the skill but also to show you how mathemat will be use in differ engin and scienc disciplines.educ methodthi is a self-pac cours consist of 7 modul or week and 1 final exam. the modul consist of a collect of 3-5 minut lectur video inspir video on the use of mathemat in scienc engin and technolog interact exercis and homework.th video practic exercis and homework are avail free of charg in the audit track. in the id-verifi track necessari if you pursu a certif you can addit access the final exam.thi cours ha been award with the 2016 open educ award for excel in the categori 'open mooc' by the open educ consortium.learn more about our high school and ap* exam prepar courses* advanc placement and ap are regist trademark of the colleg board which wa not involv in the product of and doe not endors these offerings. math

tsinghua chines start talk with 1.3 billion peoplebeginnerbeginners' chines cours from china' top university.thi beginn chines languag cours will emphas basic languag skill for everyday life in mandarin speak countries.th cours util pinyin the standard system of roman spell for transliter chines so learner will find it easi to understand and studi the language.th cours is compos of sever parts: dialogu taught through pinyin listen comprehens exercis in real-world situat chines charact frequent use in daili life mandarin song and tea time tip for self-study.thi cours is for anyon interest in learn mandarin chines especi if you plan to work or studi in mandarin-speak countries. the cours is also a good start toward the hsk chines profici test. languag

deep learn with python and pytorchintermediatethi cours is the second part of a two-part cours on how to develop deep learn model use pytorch.note: in order to be success in complet thi cours pleas ensur you are familiar with pytorch basic and have practic knowledg to appli it to machin learning. if you do not have thi pre-requist knowledg it is highli recommend you complet the pytorch basic for machin learn cours prior to start thi course.thi cours is the second part of a two-part cours on how to develop deep learn model use pytorch.in the first cours you learn the basic of pytorch; in thi cours you will learn how to build deep neural network in pytorch. also you will learn how to train these model use state of the art methods. you will first review multiclass classif learn how to build and train a multiclass linear classifi in pytorch. thi will be follow by an in-depth introduct on how to construct feed-forward neural network in pytorch learn how to train these model how to adjust hyperparamet such as activ function and the number of neurons.y will then learn how to build and train deep neural networks—learn how to appli method such as dropout initi differ type of optim and batch normalization. we will then focu on convolut neural network train your model on a gpu and transfer learn pre-train models. you will final learn about dimension reduct and autoencoders. includ princip compon analysi data whiten shallow autoencod deep autoencod transfer learn with autoencod and autoencod applications.fin you will test your skill in a final project. data analysi & statist

world of wine from grape to glassbeginnerlearn about the principl and practic of how grape are grown and wine is made. whether you’r a wine novic or a season oenophil you’ll learn to confid describ wine appear aroma flavour and taste.think about your favourit wine. imagin the brillianc of it colour in the glass the ripe fruit aroma on the nose a hint of toasti oak and linger tannin on the back palate. perhap you like a specif wine but can’t pinpoint the reason why. the attribut that make wine so enjoy are achiev through the expertis of viticulturist and winemak whose decision-mak in the vineyard and wineri is underpin by scienc – to be precis viticultur and oenology.th finer detail can take year to learn but in a matter of week thi cours will give you a broad understand of the principl and practic use to grow grape and make wine and their impact on wine appear aroma flavour and taste. you’ll also gain an appreci for how cutting-edg research is help to secur the futur sustain of the global wine industry. whether you’r a wine novic or a season oenophil thi cours is for anyon who love wine and wine tasting. you’ll even get to make your own wine-- virtual at least!confid describ wine appear aroma flavour and taste. scienc

sustain citiesintermediatelearn how govern the privat sector and other actor can support sustain urban developmentdid you know that expert estim an addit three billion peopl will live in citi by 2050? what will the impact be on the current world popul – half of which current live in citi and contribut to about three-fourth of global econom output? the opportun are vast –but so too are the potenti issues. in sustain citi you will learn about the major challeng current face by urban area around the world – includ poverti unemploy poor hous infrastructur and constraint on product – and the extraordinari potenti of these area to enabl chang in the future. from infrastructur to cultur to econom opportun learn how har the power of urban develop for global progress is imperative. thi cours examin how urban sustain can be deliv with increas product and reduc inequality; provis of univers basic servic and infrastructure; protect of the urban environments; and other solut and invest both specul and in action around the world. you will emerg from thi cours understand how govern privat stakehold and other actor can improv urban develop to heed the call of sustain develop goal 11 – “make citi and human settlement inclus safe resili and sustainable“ by 2030. thi cours ha been develop through a partnership between the sdg academi and the indian institut for human settlement iih which is work to transform the current natur of urban educ and practic in india. thi cours is for: environment studi

introduct to development psychologybeginnerlearn how we develop over our lifetim includ our abil to think commun and form social attachments.hav you ever wonder what babi are capabl of from the moment they'r born?development psycholog is the studi of an individual' social emot cognit and biolog develop through hi or her lifespan. the focu of thi cours will be from infanc to later life.thi psycholog cours will examin how babi and young children develop the abil to function in our world includ their attach to their caregiv and their abil to commun and think about the world. we will also cover specif chang dure adolesc and later life.y should take thi cours if you are curiou to understand what we know about infants' abil how we know it and about the import mileston that we all pass through as we develop. human

creativ & entrepreneurshipbeginnerlearn skill and listen to exampl from world-renown entrepreneur and innov as they discuss the parallel between the creativ and entrepreneuri journey -- and whi entrepreneurship much like music or creativ is someth we all possess.cr & entrepreneurship will help you tap into your inner creativ and learn how to leverag it for career develop or busi innovation.pres by berkle institut for creativ entrepreneurship founder pano panay thi cours featur interview with world renown entrepreneur innov songwrit produc creativ director educ perform visual artist and chef as they discuss parallel between the creativ and entrepreneuri journeys.th cours approach entrepreneurship as a creativ process a fundament human instinct that we all possess and can unlock._ creativ & entrepreneurship _appli concept from the creativ and music creation process such as observ prototyp iter and embrac failur as a mean of guid you through the concept of think like a startup. you will develop the basic mindset knowledg and insight requir to pursu an entrepreneuri career whether as the steward of your own career or as the founder of a new busi in ani field.cr & entrepreneurship is about the side of entrepreneurship you won’t learn at a busi school but instead in the music studio.about video origin music "maria antoinette" by leo pigot feat. brite lite brite busi & manag

colleg algebra and problem solvingbeginnerlearn the basic of algebra while prepar for futur cours in calculu through thi credit-elig colleg level math course.thi cours is part of global freshman academi gfa which mean you can earn transfer asu credit toward your colleg degree.in thi colleg level algebra cours you will learn to appli algebra reason to solv problem effectively. you’ll develop skill in linear and quadrat function gener polynomi function ration function and exponenti and logarithm functions. you will also studi system of linear equations. thi cours will emphas problem-solv techniqu specif by mean of discuss concept in each of these topics.cont in thi cours will be adapt allow you to achiev masteri in a certain concept befor move on to the next. util the alek learn system student in thi person self-pac cours will be instruct on the topic they are most readi to learn while also provid individu coach as you move through each topic.thi is a 3-credit hour cours at arizona state univers mat 117 colleg algebra and satisfi the mathemat studi ma gener studi requirement. the cost to convert to credit is $600. thi cours may satisfi a gener educ requir at other institutions; howev it is strongli encourag that you consult with your institut of choic to determin how these credit will be appli to their degre requir prior to transfer the credit. math

financi develop and financi inclusionintermediatelearn how to develop an effici inclus and stabl financi sector that is essenti for a thrive economy.thi cours wa develop by the imf in collabor with the european invest bank. higher rate of financi inclus and financi market develop mean more prosper societies. but how to make it all happen? thi cours outlin common way countri develop robust financi sector – from bank to equiti markets. we’ll teach you how to read indic that gaug financi develop and financi inclus – and how to measur it distinct macroeconom impact. and you’ll understand the relationship between financi inclus and bank and capit markets… small and medium-s enterprises… households… and the fast-chang world of fintech. plu we’ll explor what polici and strategi are best to encourag financi develop --while also limit risks. join us to learn how financi sector can be more expans and more inclusive. the imf’ onlin learn program receiv financi support from the govern of japan. econom & financ

introduct to anim behaviourbeginnerexplor the amaz rang and complex of wild anim behaviour. discov how anim learn commun find food avoid predat and interact socially.do you want to understand how and whi anim behav the way they do and how we test hypothes about behaviour scientifically? thi biolog and life scienc cours provid an introduct to the complex of wild anim behaviour and how it is studied.ov six week learner will explor the variou behaviour anim adopt in order to meet the challeng of their daili lives. we begin with how anim learn and commun with each other then move on to discuss how they find food avoid predat choos their mate and rear their offspring.thi cours is aim at anyon look to broaden their understand of anim behaviour beyond natur documentari or a typic high school education. no previou knowledg is requir onli curios and enthusiasm for the subject. thi cours is taught by three top-research of wageningen univers & research a top-rank university. prof. marc naguib is professor and chair of the behaviour ecolog group and share hi fascin for bird behaviour as they are incred mobil and have an amaz repertoir of behaviour. dr. jame savag is current a postdoctor fellow at univers colleg cork where he is studi the social behavior of bird across differ habitat in a fragment landscape. dr. lysann snijder share her passion for social dynam of anim populations. biolog & life scienc

circular economi an introductionbeginnerlearn how to contribut to a sustain econom system by implement novel busi and design approachesour global societi is not sustainable. we all know about the challeng we’r facing: wast climat chang resourc scarciti loss of biodiversity. at the same time we want to sustain our economi and offer opportun for a grow world population. thi cours is about provid solut we realli believ in: a circular economy.in thi cours we explor the circular economy: how busi can creat valu by reus and recycl product how design can come up with amazingli clever solut and how you can contribut to make the circular economi happen.y will learn to re-think the econom system you’r experienc everi day and act upon it. be a leader in thi major paradigm shift! shape a more circular futur togeth with our global network.th cours is led by tu delft and co-creat with the ellen macarthur foundat and the leiden-delft-erasmu centr for sustainability.episod 1: what is the circular economy?how can the circular economi provid solut to the challengesour current linear economi brings? we explor the root of the circular economi togeth with expert in the field ofindustri ecolog cradl to cradleandbiomimicry.episod 2: busi valu in a circular economythroughclos loop suppli chainsandrevers logist new opportun for busi are created. thi episod explor valu creation andnew busi modelsin a circular economy.episod 3: longer last productsth smaller the loop the greater the profit of the system. we look at product life extens through the eye ofdesignersandentrepreneurs. join us in our repair café!episod 4: remanufacturingremanufacturingen compani to recaptur valu on a product or compon level. it is current be rediscov as a promis busi opportunity. we’ll explor the topic togeth withresearchersandentrepreneurs.episod 5: wast equal foodthi episod discuss how we can takeinspir from natur when redesign the way we deal with waste. we’ll present a fascin circularcas study. can you identifi opportun for chang in your own area’s?episod 6: think in systemsth shift from linear to circular should not be underestimated. thi episod will discuss the extent and durat of the transition. it will also ask is the circular economi reallysustainable?episod 7: give backw end the cours with awebinar. your teacher will be avail in a live session to discuss some of the thorniest issu and to answer your questions. thi is also the week of the final exam. busi & manag

public financi managementintermediatewhat is the govern budget cycle? how should govern prepar policy-ori budgets? how to hold govern accountable? learn from an imf team who advis on budget manag and hear testimoni from minist of financ and civil society.thi imfx cours is design to strengthen participants' abil to assess whi public financi manag pfm is important; and how it support macroeconom stabil econom growth and the achiev of the sustain develop goals. present by staff of the intern monetari fund whoprovid advic to countri on their pfm institut and reform plan the cours provid a practitioner' view to pfm start with what pfm is and whi it is important. over five part the cours modul cover all stage of the budget cycl and discuss key concept from budget prepar to govern account in budget execut and reform implementation. you will explor these topic through video lectur relev read and testimoni from senior policy-mak and civil society. dure the lectur present will use exampl from countri at differ stage of econom development. throughout the cours you will have the opportun to engag with fellow particip from around the world and with cours staff through the discuss forum. assess in each cours modul will test your understand of key concept allow you to track the progress of your understanding. a case studi at the end of the cours bring togeth the differ aspect of how govern should manag their money and deliv public services. thi cours is offer by the imf with financi support from the unit state agenc for intern develop usaid. the imf’ onlin learn program receiv financi support from the govern of japan. econom & financ

anatomi human neuroanatomybeginnerlearn about the differ part of the central nervou system and how they work togeth with the entir body.in thi anatomi cours part of the anatomi xseri you will be introduc to the central and peripher nervou systems. you will learn about basic neuroanatomi sensori pathway motor pathway and the autonom nervou system.th cours includ illustr lectur video and quizz to help you expand and test your knowledg of the nervou system.bi the end of thi cours you will have a better understand of how the entir bodi influenc and is influenc by the nervou system. biolog & life scienc

the ancient greek herobeginnerdiscov the literatur and hero of ancient greec through the homer iliad and odyssey the tragedi of sophocl the dialogu of plato and more.explor what it mean to be human today by studi what it meant to be a hero in ancient greek times. in thi introduct to ancient greek cultur and literatur learner will experi in english translat some of the most beauti work of ancient greek literatur and song-mak span over a thousand year from the 8th centuri bce through the 3rd centuri ce: the homer iliad and odyssey ; tragedi of aeschylu sophocl and euripides; song of sappho and pindar; dialogu of plato and on hero by philostratus. all of the resourc are free and design to be equal access and transform for a wide audience. you will gain access to a support learn commun led by professor gregori nagi and hi board of reader who model techniqu for "read out" of ancient texts. thi approach allow reader with littl or even no experi in the subject matter to begin see thi literatur as an exquisit perfect system of communication. no previou knowledg of greek histori literatur or languag is required. thi is a project for student of ani age cultur and geograph locat and it profoundli humanist messag can be easili receiv without previou acquaint with western classic literature. human

agil leadership principl and practicesadvancedacceler and improv team decis by learn agile’ facilit leadership principl to unleash team product motiv and problem solving.vers 2 of thi cours seri deliv beyond the origin agil certification. it includ updat content better audit and verifi learner experi and bonu video on key topics.th follow-on to thi cours seri on “advanc scrum” is expect by the end of summer 2020. agil can often challeng project manag in the realm of leadership. old style of command-control are now a thing of the past except for the most conserv organizations. while good leader employ a varieti of leadership skill and leadership style to motiv team member even thi is not enough. simpli set a common goal and maintain posit attitud while rais your emot intellig will make you a better leader; but will it truli unlock your team' potential? ****instead of leadership trait agil leadership emphas facilit and commun skills. thi is teachabl and much more powerful. thi uniqu and effect leadership style challeng tradit belief in what leadership means. ****great leader understand that the leader can no longer stand in the way of their team. modern societi mindset and global competit demand new leadership role and leadership qualiti all togeth that empow and motiv the team to new level of productivity. busi leader that miss thi critic shift in leadership style conced a power competit advantag to the agil leader. ****in thi cours you will learn how thi new style of leadership redefin and redistribut team role by: ****while thi cours will not make you an agil certifi practition pmi-acp or certifi scrum master csm it offer a more fundament agil certif base on agil principl and how agil leadership is appli in industri today. you'll finish thi cours more than readi to continu your agil journey which we hope take you to the next cours in the seri on agil process project and program controls. ****upon success complet of thi cours learner can earn 10 profession develop unit pdu credit which are recogn by the project manag institut pmi. pdu credit are essenti to those look to maintain certif as a project manag profession pmp. engin

how to code simpl databeginnerthi cours is part of a micromasters® programthi program cours take a uniqu approach as it focus on learn a systemat program method rather than a program language. thi practic approach will help you channel your creativ so that you can program well in ani language. thi cours part of the softwar develop micromast program present a core design method with a focu on number string imag and lists.you will learn techniqu to:thi cours conclud with the design of a simpl interact game.learn who enrol in the verifi track will receiv staff grade for the cours project and increas interact with the instructor and staff.learn testimoni "i have taken and complet ten of mooc on program and comput scienc i have even been and i am current a ta in some of these courses. among them are a few that deserv without hesit the highest rate. but if i had to choos onli one at the top of them it would be these two cours on systemat program design." - edx learner comput scienc

cybersecur and privaci in the iotbeginnerlearn about the secur and privaci implic of the iot and how to design a secur system.a the internet of thing iot continu to grow so will the number of privaci and secur concern and issues. as a profession work in the field it is essenti to understand the potenti secur risk and how to best mitig them.in thi cours you will learn about secur and privaci issu in iot environments. we’ll explor the organiz risk pose by iot network and the principl of iot devic vulnerabilities. we’ll also look at softwar and hardwar iot applic for industry.with billion of devic track our everi move privaci is a critic issue. we will explor and discuss the social and commerci implic the iot bring to society. comput scienc

strateg managementbeginnerthi cours is part of a micromasters® programin thi busi and manag cours you will develop a strong understand of how firm compet by learn about import analyt approach that underli busi strategy.thi cours will show you how a busi view itself in it "totality" and in the context of it environment. the cours will be taught from the perspect of a manag or chief execut offic ceo.thi cours aim to equip you with a good understand of: busi & manag

biochemistri biomolecul method and mechanismsintermediateenh your scientif think and data analysi skill with thi in-depth adventur through biochemistry.do you want to prepar for medic school studi a stem field becom a research scientist or transit to a career in the boom biotechnolog industry? or mayb you just want to understand the chemic reaction that govern life itself. join professor yaff an mit professor and practic surgeon as he guid you through the scienc that inspir countless doctor research and student alike.w develop 7.05x biochemistri with an emphasi on: we offer a thorough and robust mean of certifi edx learner in their masteri of the mitx biochemistri content through the mitx 7.05x biochemistri compet exam. thi challeng option is avail onli to those who regist for the verified-certif track and success complet of thi exam is the major of the assess grade that count toward a certificate. the compet exam will be open from decemb 8 2020 to decemb 15 2020. biolog & life scienc

nutrit and cancerintermediatediscov the latest insight on the role of diet nutrit and lifestyl in the prevent occurr and progress of cancer.i cancer partli prevent through a healthi diet? cancer ha overtaken cardiovascular diseas cvd as the lead caus of death in mani part of the world. it caus one in eight death worldwide. global trend show that the major of all cancer death occur in the low- and middle-incom countries. yet cancer can be partli prevent and mani of these death can be avoided. can cancer risk be reduc through a healthi diet or lifestyle? mani studi have been conduct on the role of nutrit and physic activ in cancer prevention. thi ha result in recommend for cancer prevention. far less research is conduct on nutrit and cancer progress but the evid is increas that a healthi diet may also play a benefici role for cancer survivors. join thi cours and learn more about the role of nutrit in the occurr and progress of cancer. you will learn how nutrit is involv in cancer occurr cancer treatment and progression. and you will discov what the evidence-bas is for dietari guidelines. thi cours focus on a wide rang of dietari exposur includ veget meat dietari supplement alcohol and lifestyl factor includ bodi composit and physic activ in relat to the occurr and progress of the most common type of cancer such as larg bowel cancer breast cancer prostat cancer and lung cancer. thi cours is especi valuabl for profession in train from variou field relat to nutrit or cancer e.g. nutritionist epidemiologist health polici maker physician caregiv nutrit educ biologist food scientists. dietician and physician often get question from cancer patient about what they can do themselv to help their recoveri process. thi cours is part of the profession certif program nutrit and disease. you will gain a solid scientif basi to better weigh and interpret all the inform avail on nutrit and cancer. thi cours is part of thenutrit and diseas profession certif program of wageningen univers & research. did you alreadi complet nutrit heart diseas and diabetes? that is the other cours inthisprofession certif program. food & nutrit

build your veri first io appbeginnerlearn how to get start with app develop and creat your veri first io app.in thi cours you will learn the tool techniqu and concept need to build a basic io app from scratch. you will be introduc to the swift program languag and learn how to utilis the appl develop tool to build an app.aft complet thi cours you will be abl to: comput scienc

object-ori programmingbeginnerlearn the principl of program for build larg and extens systems.go beyond the basic of program to understand object-ori methodolog the approach to modular and reusabl softwar systems.top include:thi cours is part of the fundament of comput scienc xseri program: comput scienc

introduct to jenkinsbeginnerlearn the fundament requir to implement continu integr ci and continu deliveri cd workflow use the jenkin autom server.ar you or your team start to use jenkin as a ci/cd tool? are you look to autom your softwar deliveri process? do you need guidelin on how to set up your ci/cd workflow use jenkin autom server? if so thi is the cours for you.in thi cours we will discuss the fundament of ci/cd and we will talk about how they help transform the overal softwar deliveri process. it is most use for role such as devop engin softwar develop and architect and profession focus on site reliabl and qualiti assur though anyon involv in the softwar deliveri process will benefit.thi cours offer an introduct to the jenkin autom server and also includ instruct on how to set up/us jenkin for your ci/cd workflow.upon complet you will have a solid understand of the role that jenkin play in the softwar develop lifecycl how to instal a jenkin server how to build softwar for it how to manag third parti integrations/plugin and how to scale and secur jenkins. final you will get a glimps of what you can do to further enhanc your ci/cd skills. comput scienc

conduct an inform interviewbeginnerthi is the capston network course. put all the skill that you have learn into practice. you’ll introduc yourself write effect email highlight your best qualiti and conduct an inform interview with a person of your choice.in thi final cours of the english for busi network profession certif program you’ll put your knowledg into practic by prepar for and conduct an inform interview. first off you’ll clarifi your goal and set up a practic inform interview. you’ll practic talk on the phone to make arrang to meet. then you’ll set up a second inform interview. you’ll learn how to research a person and write question to learn more about them or their career. you’ll also learn the part of an interview. final you’ll learn the key step for follow up with a person after your interview. you’llsuccess complet a whole cycl of network activities. languag

creativ codingbeginnerlearn object-ori program for graphic design digit media and creativ applicationsin creativ code student learn to design and creat media use object-ori program as a medium for design art and games. with a strong focu on creat interact experi for the web the cours move past the sequenti problem solv found in typic beginn program and code cours so that design and creativ can appli program concept to work in a varieti of media such as 2d graphic anim imag and video processing. by the end of thi cours student will be abl to read and write javascript for creativ and design applications. whether you are a graphic design ux/ui design web design or access design thi cours will arm you with fundament code skill use javascript and other languag as a method of expression. design

comput graphicsintermediatethi cours is part of a profession certificatetoday comput graphic is a central part of our live in movi game computer-aid design virtual simul visual and even imag product and cameras. thi cours teach the basic of comput graphic that appli to all of these domains. student will learn to creat computer-gener imag of 3d scene includ flybi of object make a real-tim scene viewer and creat veri realist imag with raytracing. we will start with a simpl exampl of view a teapot from anywher in space understand the basic mathemat of virtual camera placement. next you will learn how to use real-tim graphic program languag like opengl and glsl to creat your own scene viewer enabl you to fli around and manipul 3d scenes. final we will teach you to creat highli realist imag with reflect and shadow use raytracing.cse167x teach the foundat of comput graphics. thi cours run for 6 week and consist of four segments. each segment includ an individu program assignment:thi term student who earn a total score of 50% or greater will have pass the cours and may obtain a certif from uc san diegox.faqwhat is the format of the class?th class will consist of lectur video brief exercis and homework assignments. each of the four segment of the cours will have 2-3 lectures. each lectur includ 3-5 lectur video which last between 10 and 20 minutes. there will be a brief exercis after each lectur video to help you test your understand of the material. your score will be determin entir by program assign for which you will receiv immedi autograd feedback. you may submit your assign to the autograd multipl times; onli your last submiss will count.program project are to be implement individu without copi code from other student larg ident onlin resourc or previou instanc of the class. howev short of post or share actual explicit code you are encourag to collabor and discuss problem in the discuss forums.wil the text of the lectur be available?yes. all of our lectur will have transcript sync to the videos.do i need to watch the lectur live?no. you can watch the lectur at your leisure. you can "work ahead" if you want to move faster than the due dates. convers you can progress at a slower pace. pleas note that certif will onli be award to student who obtain the requisit score by turn in assign by the establish deadlines.how much doe it cost to take the course?nothing: the cours is free. if you expect to be do a lot of graphic program in the futur we would recommend the opengl and glsl program guid but it is by no mean requir to purchas them. there are mani free onlin resourc for these topic and we will be post link to them.what comput system do i need for the course?th cours materi involv c++/opengl/glsl program that is portable. we provid skeleton code for all major platform window mac os linux. thi is a modern cours involv programm shader but ani machin built in the last few year should be adequate. we provid mani compil hint and tip and homework 0 is to ensur you can compil and work with the autograder. you do need some kind of c++ develop environment; we provid sever resourc to get you start for homework 0. in the highli unlik event you cannot get your machin to work you will hope have adequ time to find anoth system.wil i learn maya/directx/3d studio max etc.?thi is a cours on the foundat of comput graphic and cover concept not the intricaci of a particular softwar package. that said you will be abl to write complex interact and offlin 3d graphic program at the end of the cours in c++ opengl and glsl.can i contact the instructor or teach assistants?y but not directly. the discuss forum are the appropri venu for question about the course. the instructor will monitor the discuss forum and tri to respond to the most import questions; in mani case respons from other student and peer will be adequ and faster.i have a disabl visual/hear etc. can i take the course?in most case yes. we provid transcript for all lectures. mani lead comput graphic research have had visual impair like color-blindness. howev thi be a comput graphic cours that reli on visual imag comparison we probabl cannot provid adequ support for those who are legal blind.i have a busi schedul thi fall. can i still take the course?th cours doe requir about 12 hour per week of work and the assign where you are given two week requir the time. certif of achiev requir a pass score. of cours you are welcom to just go through the lectur or attempt some of the assign if you are not interest in a certificate; we hope to provid someth for everyone. comput scienc

data scienc comput think with pythonbeginnerlearn the basic of comput think an essenti skill in today’ data-driven world use the popular program languag python.w live in an era of unpreced access to data. understand how to organ and leverag the vast amount of inform at our dispos are critic skill that allow us to infer upon the world and make inform decisions. thi cours will introduc you to such skills. to work with larg amount of data you will need to har the power of comput through programming. thi cours teach you basic program skill for manipul data. you will learn how to use python to organ and manipul data in tabl and to visual data effectively. no prior experi with program or python is need nor is ani statist background necessary.th exampl given in the cours involv real world data from divers settings. not all data is numer – you will work with differ type of data from a varieti of domains. though the term “data science” is rel new the fundament idea of data scienc are not. the cours includ power exampl that span the centuri from the victorian era to the present day. thi cours emphas learn through doing: you will work on larg real-world data set through interact assign to appli the skill you learn. throughout the underli thread is that data scienc is a way of think not just an assort of methods. you will also hone your interpret and commun skill which are essenti skill for data scientists. comput scienc

deep learn with tensorflowintermediatemuch of theworld' data is unstructured. think imag sound and textual data. learn how to appli deep learn with tensorflow to thi type of data to solv real-world problems.tradit neural network reli on shallow net compos of one input one hidden layer and one output layer. deep-learn network are distinguish from these ordinari neural network have more hidden layer or so-cal more depth. these kind of net are capabl of discov hidden structur withinunlabel and unstructur data i.e. imag sound and text which consitut the vast major of data in the world. tensorflow is one of the best librari to implement deep learning. tensorflow is a softwar librari for numer comput of mathemat expression use data flow graphs. node in the graph repres mathemat oper while the edg repres the multidimension data array tensor that flow between them. it wa creat by googl and tailor for machin learning. in fact it is be wide use to develop solut with deep learning. in thi tensorflow cours you will learn the basic concept of tensorflow the main function oper and the execut pipeline. start with a simpl “hello word” exampl throughout the cours you will be abl to see how tensorflow can be use in curv fit regress classif and minim of error functions. thi concept is then explor in the deep learn world. you will learn how to appli tensorflow for backpropag to tune the weight and bias while the neural network are be trained. final the cours cover differ type of deep architectur such as convolut network recurr network and autoencoders. data analysi & statist

essenti human biolog cell and tissuesbeginneran introduct to the human body' most fundament build block and their behaviour in health and disease.ar you prepar for a health-rel career or plan to studi in the health sciences? perhap you'r just keen to learn more about the wonder of the human body? our bodi are amaz but complex biolog machines. thi cours will provid you with an outstand foundat of knowledg in human anatomi and physiology. you will gain a broad understand of the relationship between normal structur and function in human cell and tissu both in health and disease. the properti of the four main type of tissu in the bodi - epitheli connect muscular and nervou - will also be clearli explained. the cours employ a varieti of engag learn method includ short video anim interact activ and integr quizz to guid you through key concept and make learn relevant. medicin

comput in python iii data structuresbeginnerlearn more complex way of handl data includ file list and dictionari for build complex programs.build on your exist knowledg of condit loop and function by studi more about complex python data structur includ string list dictionari and file input and output. organ into five chapter thi cours start by cover the basic of data structur then move on to these four common data structur in python: by the end of thi cours you'll be abl to write even more complex program in python that process and persist complex data structures. for exampl you'll be abl to write an ongo gradebook applic that track and updat your averag over time a program to calcul the net forc base on sever forc magnitud and direct or a program that can turn a string like thi into a string like this. structur the cours is compris of sever parts. instruct is deliv via a seri of short 2-3 minut videos. in between those video you'll complet both multipl choic question and code problem to demonstr your knowledg of the materi that wa just covered. comput scienc

introduct to internet of thing (iot)beginnerintroduct to iot is an interact introduct to build fundament knowledg on the concept and applic of the internet of things.in under an hour you will learn what iot is and how it work what it could mean for your everyday role and exampl of how we are use iot in rolls-royc to deliv oper effici and improv the servic that we offer to our customers.bi the end of thi session you will be abl to: data analysi & statist

nutrit and health food risksbeginnerlearn about bacteria pesticid and health hazard present in food.everyday report of food scandal and recal are published. one day it' scari bacteria in meat and anoth day it' danger pesticid in fruits. accord to some meat need to be cook well to prevent food-born ill while other warn not to heat food to prevent the format of poison substances.mani consum worri about the conflict and confus messag about food hazardsthi nutrit and health cours will teach you about the hazard associ with food and give you the tool to assess and quantifi the danger they can present. you will learn the effect of food process the share respons in the food chain and the prevent of food poisoning/intoxication. after thi cours you will be abl to differenti what is a food myth vs. an actual risk. final you will gain a contemporari view of how differ risk can be weigh in a scientif way. biolog & life scienc

mechan kinemat and dynamicsintermediatelearn about kinemat and dynam in thi calculus-bas physic course.mechan is the studi of the physic of motion and how it relat to appli forces. it lay the foundat of understand the world around us through the how and whi of motion.thi physic cours is the first in a seri of four modul that cover calculus-bas mechanics. thi modul review kinemat the geometr descript of motion in the context of one-dimension multi-dimension and circular motion. it also review newton' law of motion and examin their applic to a wide varieti of cases.th modul are base on materi in mit' physic i which is requir for all mit undergradu and is be offer as an xseri on edx. pleas visit thebeginn mechan xseri program page to learn more and to enrol in all four modules.th cours imag is a pictur of an mit build with the name newton promin displayed. physic

introduct to data analyt for managersbeginnerexplor data scienc and analyz busi data with microsoft azur through the use of sql machin learn and other statist techniqu focus on busi applications.through a combin of lectur busi case studi and hands-on learn thi cours provid an introduct to data analyt techniqu and their applic in business.th case studi explor will illustr how compani are leverag differ sourc of data includ “big data ” with differ analyt techniqu to improv performance. you will receiv hands-on learn through a free web-bas graphic develop environ that will allow you to practic use some of these tool themselves. you will also gain an understand of the mani possibl for appli data scienc in busi and will be abl to consid addit learn opportun to gain further depth.thi cours is an excel resourc for manag who see the opportun to use data analyt in busi but do not have the skill and background to engag with data analyt themselves. busi & manag

qualit research method convers interviewingintermediatea short cours that will teach you how to prepar for and conduct convers interview that will produc rich qualit data.thi short cours is adapt from a semest length graduat level coursetaught at mit cover qualit research methods. thi onlin cours will focu specif on teach how to prepar for and conduct a convers interview for data gather purposes. we will also discuss the natur of qualit research as a methodolog how it compar and differ from other form of research and how qualit and quantit research complement each other in a research project. thi isth first in a multi-part seri which will be releas over the come year which will focu on convers interview data analysi and construct theory.y might have encount other form of interview techniqu in your studi and training. the form that we are teach is the prefer method of professor silbey' one that she ha use extens throughout her career. the goal is to construct an interview protocol such that you will be abl to guid your interviewe through topic of interest to your studi without bring them up explicitli in order to explor experi and account without point respond in particular directions. not sure what an interview protocol is? no problem! you will by the end of the course. human

intern project managementadvancedlearn what make global project uniqu challeng and how to success manag project base in differ industri and countries.manag global project present uniqu challenges. thi cours address the knowledg skill and behavior requir to success manag project that span organ nation boundari and cultur differences.in thi cours we will explor the impact on project manag of cultur languag variat religi regulatori and legal practic technolog penetr tempor orient gender issu corrupt ethic person liberti and polit contexts. we learn how to meet global project challeng through effici use of practic and technology. the cours will util avail case studi and exampl from compani to help student sharpen the skill need to recogn and foster a success intern project environment.first you will learn how cultur affect how team perceiv each other lead solv problem and execut tasks. although the world is increasingli connect the peopl behind the project have bias expect and a percept of life that impact all decisions.second you will learn how to effect manag global team includ how to build trust and collabor across variou cultur time zone and technolog settings. you will learn how to design commun channel and project structur effect in a global project environment.third you will becom familiar with the issu underli the problem of corrupt which is the abus of trust power for privat gain. reduc the risk of corrupt strengthen a company' reput build the respect of employe and rais credibl with key stakeholders.fin you will learn how the adopt of collabor tool can enhanc the global project experience.thi cours is part of the rit project manag micromast program that is design to teach how to success deliv project in an intern environment. in order to qualifi for the micromast credenti you will need to earn a verifi certif in each of the three cours as well as pass a capston exam. busi & manag

softwar develop fundamentalsintermediatelearn the fundament of object-ori program in java as well as best practic of modern softwar development.softwar develop are in high demand in the current job market and comput program is a prerequisit skill for success in thi field.start your journey toward becom a profession softwar develop by learn java one of the industry’ most commonli use program languages.thi cours part of the cs essenti for softwar develop profession certif program will quickli cover java syntax and keyword and then explor featur of object-ori program includ encapsul inherit and polymorphism. you will learn how to appli these concept to programmat problem solv by investig class model techniqu and relationship such as aggreg realiz and generalization.in addit to program you will learn about softwar test techniqu that help us find problem in our code and you will use modern develop environ and tool for task like debug and unit testing. we will introduc eclips the eclips debugg and junit a unit test framework.aft complet thi cours you will be abl to design develop and test larg applic in java and understand and appli core principl of profession softwar development. comput scienc

first night - stravinsky’ rite of spring modern ballet and riotsbeginnerlearn the fascin histori of igor stravinsky’ the rite of spring one of the most challeng and reward ballet ever written.igor stravinsky’ the rite of spring premier in pari in 1913 spark a riot and scream so loud that the dancer could not hear the orchestra and the choreograph had to shout number from backstag to keep the dancer on beat.th rite of spring continu to challeng listeners. accord to stravinski the rite of spring wa intend to portray “the surg of spring the magnific upsurg of natur reborn.” as you will see stravinsky’ descript is almost frighteningli apt!harvard’ thoma forrest kelli morton b. knafel professor of music guid learner through the rite of spring highlight not onli the contribut of stravinski the compos but also those of hi collaborators. professor kelli take learner through the ballet’ develop rehears and final premier perform and he explor just how and whi the rite of spring challeng and to a certain extent continu to challeng it listeners.y will learn about the ballet’ innov choreographi the basic of 20th-centuri orchestr form and techniqu and the circumst of thi ballet’ first perform and subsequ history. learner in thi cours need not have ani prior music experience. human

critic think & problem solvingbeginnerth most success profession are abl to assess the environ analyz a situat design a solut and ultim win in a competit scenario.in today' busi environ organ have identifi critic think and problem-solv as skill that are integr to an employee's--and their organization's--success.th most success profession can assess the environ analyz a situat design a solut and ultim win in a competit scenario.thi cours part of the leadership essenti profession certif program will demystifi discuss and provid applic techniqu for critic think and problem-solv in a busi context. learner will draw connect to their work experi by analyz and critiqu case studies. best practic for problem-solv will be discuss and illustr includ how to weigh altern solut incorpor feedback from stakehold and how and when to start over. commun

data analysi essentialsbeginnerdiscov and acquir the quantit data analysi skill that you will typic need to succeed on an mba program. thi cours will cover the fundament of collect present describ and make infer from set of data.w to studi for an mba but unsur of the basic data analysi still required? thi onlin cours prepar you for studi in an mba program and in busi generally.data analysi appear throughout ani rigor mba program and in today’ busi environ understand the fundament of collect present describ and make infer from data set is essenti for success.th goal of thi cours is to teach you fundament data analysi skill so you are prepar for your mba studi and abl to focu your effort on core mba curriculum rather than continu play catch-up with the underli statist knowledg needed.w also hope that learn these data analysi skill will equip you with the abil to understand to a greater degre the data you encount in your work live and in the world around you - an essenti life-skil in today’ data driven environmentthi cours assum no prior knowledg of data analysis. concept are explain as clearli as possibl and regular activ give you the opportun to practic your skill and improv your confidence. busi & manag

work and employ for a sustain futureintermediatew are live in a financi fragil world. there is econom growth but not enough opportun to find decent work. global more than 200 million peopl are still unemploy but there ha been progress in standard of labour and work. thi is not sustainable. learn from expert from the intern labour organ harvard univers and more about the state of work in our world and what it will take to ensur steadi inclus and sustain econom develop for all.nat economi have grown substanti sinc the industri revolut of the 19th centuri yet peopl have not necessarili seen an increas in opportun to find decent work or earn a decent income. in fact in some place the increas product and rise profit associ with autom have directli impact the avail of decent jobs. accord to the intern labour organ more than 204 million peopl were unemploy in 2015 and more than 600 million new job are need by 2030 just to keep pace with the growth of the working-ag population. we also need to improv work condit for the 780 million women and men who are employ but not earn enough to lift themselv and their famili out of poverty. in address these core issu we will not onli see increas decent work opportun but also more robust inclus and poverty-reduc growth.thi cours explor the past and futur of work in the context of the sdg particularli sdg 8: decent work and econom growth. it examin the state of incom and employ around the world barrier to employ polici to promot econom opportun and the futur of work in our rapidli chang world. encourag entrepreneurship and job creation are key to achiev the sdg as are effect measur to erad forc labour slaveri and human trafficking. with these target in mind the world can achiev full and product employ and decent work for all women and men by 2030.thi seven-modul massiv open onlin cours mooc provid an in-depth look at the issu of inclus and sustain econom growth full and product employ and decent work for all. the topic cover includ structur shift in economi and work; inform gender and child labor the modern welfar state; the futur of work and more. the cours conclud with a special modul by the ilo on realiz decent work for all and achiev sdg 8.thi cours is for:polici profession who want to understand framework for sdg planningdevelop practition seek knowledg on goals-bas developmentadvanc undergradu and graduat student interest in econom develop and other key concept relat to the sdgsmodul 1: decent work for sustain developmentmodul 2: transit in employ and workmodul 3: challeng of work: inform gender and child labormodul 4: current polici responsesmodul 5: structur and institut model for the futur of workmodul 6: futur of job and workmodul 7: special modul in partnership with the ilo: achiev sdg 8 and realiz decent work for all econom & financ

foundat of data structuresintermediatelearn the best way to structur and repres data.data structur provid a mean to manag larg amount of data for use in databas and internet index services. effici data structur are key for design effici algorithm and obtain maintain softwar design.in thi comput scienc cours you will start by learn basic data type such as number and gradual build a conceptu framework for organ and manag effici structures.top covered:preliminari understand of implement sequenc structur such as stack queue and link list will also be covered.thi cours is part of the fundament of comput scienc xseri program: comput scienc

financi program and polici part 1 macroeconom account & analysisintermediatea cours on the macroeconom account their interrelationship and the analysi of econom developments.how healthi is the state of the economy? how can econom polici help support or restor health to the economy? these question are at the heart of financi programming. in our fpp cours you will learn the build block of how to answer to these questions.financi program is a framework to analyz the current state of the economi forecast where the economi is head and identifi econom polici that can chang the cours of the economy.in part 1 of the fpp sequenc present by imf' institut for capac develop you will learn the basic skill requir to conduct financi programming. the cours present the princip featur of the four main sector that compris the macroeconomi real fiscal extern and monetary; demonstr how to read interpret and analyz the account for these sectors; and illustr how these sector are interlinked. part 2 of the fpp sequenc will cover prepar of a baselin forecast and design of an adjust program.dur the cours economist from the imf will lead you through the account and analysi of an economy. besid engag with lectur video you will answer question on the concept explain solv short numer exercis discuss with fellow particip econom develop in your countri and work with data for a hypothet country. the read materi will be provid to you.wheth you are a civil servant work on econom issu for your countri a profession work with econom data or simpli interest in better understand the develop of an economi thi cours will provid hands-on train on macroeconom analysis. we hope that you will join us in thi excit journey!financi program and polici part 1 is offer by the imf with financi support from the govern of japan. econom & financ

iot system design softwar and hardwar integrationintermediatestart develop your own internet of thing iot systemwith thi explor ofth interact between softwar and hardware.thi cours is design toteach you how system are develop use iot technology. mani engin and develop tend to focu ona singl disciplin - either softwar or hardware. howev in today’ connectedag it' critic to have a comprehens understand of both disciplin and how they are intertwined. in thi practic cours you'll gain a holist understand of system develop from both softwar and hardwar perspectives. a truli hands-on experi you will develop your own embed system. in do so you'll learn as much from your failur as your success as you go along. note: in thi cours we will use de10-nano develop kit by teras inc. comput scienc

english for do busi in asia – writingbeginnerintroduc strategi for develop your written english commun skill in the context of do busi in asia.th use of english for do busi in multin set is a fact of life for mani busi people. and as asian economi expand and becom more involv in the global economi have the abil to write clear and concis english is import when exchang information. thi cours ha two goals. the first is to introduc non-n speaker of english to method for develop written english languag and commun skill for do busi in asia. the second is to examin the impact of cross-cultur interact and global on english communications. by explor and particip in a busi simul set in asia you will develop the princip skill for effect commun in english when conduct busi in china and other asian countries.thi cours is part of a seri develop by the same instructors. enrol in eba101x english for do busi in asia – speak to continu develop your english languag commun skills. learn about busi present audienc format pronunci rhythm and more. human

work in team a practic guidebeginnerlearn how to build effect team be a great team player and manag team conflict.teamwork is an essenti compon of most profession activ in the modern world. but what make an effect team?thi cours is an introduct to teamwork skill for all disciplin that will help you improv your own perform and that of your team.it cover whi team are import the role of individu in a team system and process for effect teamwork and commun and method for address team conflict.throughout the cours you will be provid with a rang of tool and templat that you will be abl to use with ani team.join us and learn how to make team work for everyone. human

ai chatbot without programmingbeginnerchatbot are increasingli in demand among global businesses. thi cours will teach you how to build analyz deploy and monet chatbot - with the help of ibm watson and the power of ai.speci offer : thi cours includ a great offer from ibm: one year of watson assist servic to power 10 chatbot at no charge. the perfect way to kickstart your chatbot build business!chatbot are one of the most excit and in-demand topic in tech. busi around the world are increasingli show an interest in their potenti for cost-sav and improv custom servic availability.in thi cours you'll learn how to build chatbot power by watson and how to approach make money by sell chatbot to clients. we'll coverway to sell chatbot to prospect client onlin and offline. we'll explor how to plan and build chatbot use a visual tool provid by ibm. we'll offer method for test analyz and improv your chatbots. and we'll teach you how to deploy your chatbot to websit via a handi wordpress plugin.leverag the ai power of watson assist you will be abl toaccomplish all thi without the need to write ani code! comput scienc

just money bank as if societi matteredbeginnerlearn how bank can use capit as a tool to promot social and environment wellbeing.do you know what your bank doe with your money? what is the role of a bank in produc societ well-being?thi cours look into bank that oper differ name “just banks" that use capit and financ as a tool to address social and ecolog challenges. thi cours is for anyon who want to understand the uniqu role bank play as intermediari in our economi and how they can leverag that posit to produc posit social environment and econom change.th instructor of thi cours have work for over 15 year with just bank from around the world as well as in the field of commun develop econom democraci and social change.no previou knowledg of financ or bank is need to take thi course. busi & manag

comput in python iv object & algorithmsbeginnerlearn about recurs search and sort algorithm and object-ori program in python.complet your beginn knowledg of comput scienc with thi final cours on object and algorithms. now that you'v learn about complex control structur and data structur learn to develop program that more intuit leverag your natur understand of problem through object-ori programming. then learn to analyz the complex and effici of these program through algorithms. in addit certifi your broader knowledg of introduct to comput with a comprehens exam. by the end of thi cours you'll be abl to write program in python that leverag your more natur understand of data structur by creat object to repres the structur you work with most often. for exampl if you were creat a class roster applic you'll learn how to creat an object repres a student' name id number and attend record. then you'll be abl to creat applic that leverag sort and search algorithm to sort that roster alphabet search for a particular student and evalu the effici of both those operations. structur the cours is compris of sever parts. instruct is deliv via a seri of short 2-3 minut videos. in between those video you'll complet both multipl choic question and code problem to demonstr your knowledg of the materi that wa just covered. these exercis count for 20% of your grade. then after each major chapter you'll complet a problem set of collect more challeng problems. these count for 40% of your grade. final you'll complet a final cours exam which count for the remain 40% of your grade. comput scienc

teach critic think through art with the nation galleri of artbeginnerlearn how to integr work of art use art think routin effect strategi from project zero at harvard univers in thi interact onlin cours for teacher of all level and subjects.bas on the nation galleri of art’ popular art around the corner profession develop program for teacher in washington d.c. thi five-unit onlin cours provid everyth you need to begin creat a cultur of critic think and collabor for ani classroom subject or level. you do not need an art background or museum access to success integr the cours materi into your teaching. your willing to experi with new teach practic is all that is required. the strategi present in thi cours are adapt from art think pedagogi develop by project zero at the harvard graduat school of education. you will explor three think disposit use eight think routin that are easi to understand and implement with steam curricular content. throughout you will discov the power of art to develop your students’ inclin motiv and abil to think deeply. when you enrol all the resourc you need for your classroom to strengthen critic think by use art will be immedi available. we recommend spend a few hour learn and practic each section befor progress to the next. the onlin cours environ featur over 20 video and interact tools: particip with a global network of educ who just like you want to hone their abil to teach critic think skill and explor art integr will be an ad bonu to your cours experience. educ & teacher train

anatomi cardiovascular urinari and respiratori systemsbeginnerlearn the multifacet structur and function of the cardiovascular urinari and respiratori systems.in thi anatomi cours part of the anatomi xseri you will explor the interact relationship of the cardiovascular respiratori and urinari system and the role they play in your body.thi cours is a primer for the cardiovascular respiratori and urinari system in which student learn the pertin detail of the structur and function through a combin of lectur video label activ and quizzes. biolog & life scienc

softwar engin introductionadvancedlearn how to appli engin principl such as agil to build a full-stack softwar system.thi cours part of the softwar develop micromast program introduc how team design build and test multi-vers softwar systems.y will learn softwar engin principl that are applic to the breadth of large-scal softwar systems. the cours explor topic such as agil develop rest and async program softwar specif design refactor inform secur and more.bi the end of thi cours learner will work in team appli an agil softwar develop process to specifi design and test multipl version of complex softwar systems.learn who enrol in the verifi track will receiv staff grade and increas interact with the instructor and staff. comput scienc

structur of materialsintermediatediscov the structur of the materi that make up our modern world and learn how thi underli structur influenc the properti and perform of these materials.structur determin so much about a material: it properti it potenti applic and it perform within those applications. thi cours from mit’ depart of materi scienc and engin explor the structur of a wide varieti of materi with current-day engin applications. the cours begin with an introduct to amorph materials. we explor glass and polym learn about the factor that influenc their structur and learn how materi scientist measur and describ the structur of these materials. then we begin a discuss of the crystallin state explor what it mean for a materi to be crystallin how we describ direct in a crystal and how we can determin the structur of crystal through x-ray diffraction. we explor the underli crystallin structur that underpin so mani of the materi that surround us. final we look at how tensor can be use to repres the properti of three-dimension materi and we consid how symmetri place constraint on the properti of materials. we move on to an explor of quasi- plastic and liquid crystals. then we learn about the point defect that are present in all crystal and we will learn how the presenc of these defect lead to diffus in materials. next we will explor disloc in materials. we will introduc the descriptor that we use to describ disloc we will learn about disloc motion and will consid how disloc dramat affect the strength of materials. final we will explor how defect can be use to strengthen materi and we will learn about the properti of higher-ord defect such as stack fault and grain boundaries. engin

comput hardwar and oper systemsbeginnerthi is a self-pac cours from nyu that provid an introduct to comput hardwar and oper systemsthi is a self-pac cours that provid an introduct to comput hardwar and oper systemsthi cours will cover topic including:bi the end of thi cours student should be abl to: comput scienc

market managementadvancedlearn key market strategi and tactic to help your compani develop product that match customers' need creat awar and demand for those product and drive sales.mark cuban owner of the dalla maverick put it bluntly: “no sales. no company.” everi organ need effect market to match it product servic and experi to custom and maintain and grow it revenue. in thi cours you will learn the key to success market from use tradit and digit media channel to build brand awar to use consum and behavior research in order to better match your product to your customers’ want and needs. in thi cours you'll learn to: by the end of thi class you will understand how to assess the competit play field understand your competitor’ brand posit and map your own organization’ posit strength and weak to creat or captur competit advantages. busi & manag

you can innov user innov & entrepreneurshipbeginneridentifi a problem develop a solut and bootstrap your entrepreneuri venture.we'l let you in on a secret. innov happen everywhere. more often than not it is about ordinari peopl solv real problems. imagin thi could be you. thi cours will teach you to look at the world through the len of problem discoveri and problem solving. you will explor problem that you see in your life and in the world and evalu their potenti for entrepreneuri innovation. you will iter toward solut that are just right. as you do that you will becom a user innovator.exampl of user innov and it entrepreneuri potenti are infinite. a surfer creat the gopro to take "selfies" while surfing. a student came up with dropbox after lose the flash drive. two entrepreneur creat a tool for themselv to track softwar bug give rise to atlassian.taught by eric von hippel the found scholar of user innov and erdin beshimov the founder of mit bootcamp thi cours will guid you through a step-by-step process for ideat a user innov and shape it entrepreneuri possibilities. importantli through immers case studi thi cours will introduc you to effect strategi of entrepreneuri bootstrap so that you can succeed even when you do not have mani resources. we invit to the cours anyon with dream of make a posit impact on society. the cours should be time and specif benefici for:you can innovate!y can innov is a cours from mit bootcamp and as such prepar you for particip in the program. the bootcamp is a highli select intens global mit train program for innovators. you will learn from mit faculti and you will be intens coach by experienc mit-train entrepreneurs. in the process you will be challeng to gener an impact entrepreneuri innov in one week. learn about and appli to one of the upcom bootcamp at https://bootcamp.mit.edu. busi & manag

analyt in pythonintermediatelearn the fundament of program in python and develop the abil to analyz data and make data-driven decisions.data is the lifeblood of an organization. compet in program is an essenti skill for success extract inform and knowledg from data.th goal of thi cours is to introduc learner to the basic of program in python and to give a work knowledg of how to use program to deal with data.in thi cours we will first cover the basic of program and then focu on use python on the entir data manag process from data acquisit to analysi of data big data and small data.thi is an intens hands-on cours that will equip and reward learner with profici in data manag skills. busi & manag

html5 app and gamesadvancedtoday develop are increasingli move from nativ to html5-base apps. increas your abil to design and deliv innov servic on the web!want to learn advanc html5 tip and techniques? thi is the cours for you! find out more about the power web featur that will help you creat great content and apps.thi cours is a natur follow up of html5 code essenti and good practices. in thi cours we continu the explor of html5-base api but also introduc some advanc featur relat to html5 such as web compon advanc multimedia audio for music and game etc.lik in the first cours you will learn by do studi the interact exampl and have fun with propos develop projects. one of them will be to creat an html5 game so jump in and learn lots! comput scienc

matlab and octav for beginnersbeginnerlearn matlab and octav and start experi with matrix manipul data visual function and mathemat computations.tak an excit crash cours in matlab and octav programming. both languag allow user to experi with advanc mathemat function and produc excit matrix visualizations.in thi hands-on self-pac beginn cours student will learn step by step how to use these mathemat tool to write function calcul vector and matric and plot graphic represent of results. explor way to organ your work use script and function to improv productivity. comput scienc

the divin comedi dante' journey to freedombeginnerjorg lui borg the great argentin writer said that no one should deni themselv the pleasur of read dante' divin comedy. in thi cours you will discov precis what borg meant.learn to read poetri is learn to do the deep magic of language. it' learn to speak to the dead. at first the book just sit there silent as the grave but if we listen care then softli at first the poetri begin to speak to us and we find ourselv speak to it in response. dant is the master of speak with the dead. he convinc us that the dead can tell us thing we do not know—th we cannot discov about the mean of life becaus we are still in the middl of it. he show us that convers with the dead can chang the way that we look at life. you and i may not have enough imagin to explor the realm of death that open up in the middl of life and dant know that no one can find their way through life without a guide. thi cours will help you discov the magic of dante' poetri and dant will teach you to imagin the deepest terror and the highest hope that are still undiscov in your heart. onli then will you be in a posit to decid final for yourself who you choos to become. in thi cours you will begin to question for yourself the mean of human freedom respons and ident by read and respond to dant alighieri' divin comedy. the comedi which is richli steep in the mediev cultur of 14th centuri still speak vividli to modern reader struggl with the question “who am i?” and “what mean or valu can my life have?” dant struggl with the same question befor come to a moment of vision that wholli transform him as a person. thi cours is present to you through the mydant platform an onlin environ develop by professor frank ambrosio in collabor with the georgetown univers center for new design in learn and scholarship cndls. throughout the cours you will be ask to reflect on dante' interpret of freedom how it function in the format of person ident and whether we might be abl to find appropri metaphor to discuss these issu in our modern lives. you the modern reader will onli understand the full implic of dante' poetri if you particip with it in a way that is person and genuin contemplative. through the mydant platform you will learn to know yourself in your own histor person and spiritu context as you journey toward a richer understand of your freedom ident and respons as a person.a a self-pac cours the primari goal is to givey the opportun to explor dante' poem as fulli as their interest and time allows. a minim expect for an initi basic comprehens of the materi and success complet of the self-assess process would be approxim 75 hour forthi complet course. human

linux basic the command line interfacebeginnerlearn the linux command line interfac and becom a skill user of thi power oper system.thi cours will introduc you to linux a power oper system use by most profession developers! whi add linux to your c program skills? most peopl use linux without know it! whether you use a smartphon search the web or use an atm each time linux is involv somewher in the background. it is the most use oper system for embed devic and high-perform servers. it is also the most common oper system use by develop to creat softwar applications. in thi cours you will learn the histori of linux and how it open sourc commun wa abl to creat today’ most advanc oper system. you will navig the file system use fundament linux command and master the linux command line interface. these are essenti skill for everi developer. you will also be abl to produc softwar written in c use the industry-standard tool on linux. within moment you will be code hands-on in a new browser tool develop for thi cours receiv instant feedback on your code. no need to instal anything! we are excit to introduc you to linux and guid you along your path to becom a skill user of thi power oper system! at the end of thi short cours you will reach the sixth mileston of the c program with linux” profession certif program unlock the door to a career in comput engineering. thi cours ha receiv financi support from the patrick & lina drahi foundation. comput scienc

entrepreneuri oper launch a startupintermediateoptim your busi for successbi learn the fundament of entrepreneuri operations.thi startup oper cours will examin the real-world oper challeng and execut risk associ with get a new ventur started. we will consid start-up ventur in a varieti of industries. the cours will provid you with a set of step framework and tool that can be use to understand the import consider for build a startup oper from scratch. in each modul the student will be expos to a differ operations-rel concept. lectur note read and case studi will explor the key oper topic that are import for start-ups. topic include: busi & manag

math essentialsbeginnerdiscov and acquir the fundament math skill that you will need to use while studi an mba program from algebra to differenti and geometr series.plan to studi for an mba but unsur of your basic math skills? all mba program and in busi gener requir some math particularli on quantit subject such as account econom and finance.in thi mathemat cours you will learn the fundament busi math skill need to succeed in your mba studi and in the field of business. these math skill will also give you an edg in the workplac enabl you to appli greater analyt skill to your decis making.y will learn how to evalu and manipul the type of formula that appear in an account syllabu how to perform the calculu requir to solv optim problem in econom and how to appli the concept of geometr seri to solv finance-rel problem such as calcul compound interest payments.thi cours assum no prior knowledg of busi math concept are explain clearli and regular activ give you the opportun to practic your skill and improv your confidence. busi & manag

market analyt product distribut and salesintermediatethi cours is part of a micromasters® programin thi market cours you will learn how to appli advanc concept such as conjoint analysi and decis tree methodolog to product decis as well as learn the best way to distribut and sell your offer to consumers.y will also learn how to appli conjoint analysi to identifi the product featur that your consum want most.thi cours is taught by stephan sorger who ha held leadership role in market and product develop at compani such as oracl 3com and nasa. he ha also taught for over a decad at uc berkeley extens and is the author of two wide adopt market textbooks.thi cours will equip you with the knowledg and skill necessari to immedi see practic benefit in the workplace. analytics-bas market is increasingli import in determin a company’ spend and roi. mani entry-level posit in market now requir some basic level of knowledg in thi rapidli grow field. comput scienc

market innov product and servicesbeginnerlearn essenti market concept and practic commerci strategi to bring your new ventur to marketmarket innov product and servic occur in an ever-chang environ and requir rapid decis make with incomplet information. these innov are introduc at increasingli frequent interv and there are high mortal rate for product and servic and the busi themselves.our cours provid a practic how-to guid for navig these market challeng to bring innov new product and servic to market. with learn modul on product strategi go-to-market strategi and growth strategi you will build your skill in understand and appli the latest market strategi and tactics. we’ll explor how to develop an inform market plan that align with custom need base on real market research.learn the latest strategi for custom discoveri interview and focu group product design product develop content market social media market and market campaign management. the cours will provid a balanc between conceptu discuss base on read of concept and practic and appli hands-on analysi with real projects. busi & manag

introduct to java program – part 1beginnerlearn the fundament element of java program and data abstraction.do you want to becom a better problem solver?thi java cours will provid you with a strong understand of basic java program element and data abstract use problem represent and the object-ori framework. as the say goe “a pictur is worth a thousand words.” thi cours will use sampl object such as photo or imag to illustr some import concept to enhanc understand and retention. you will learn to write procedur program use variabl array control statement loop recurs data abstract and object in an integr develop environment.thi cours is compris of two 5-week parts.part 1 introduc program fundamentals:part 2 cover the follow topics: comput scienc

monetari polici analysi and forecastingadvancedlearn about the macroeconom motiv of the quarterli project model qpm it key properti model calibr data filtrat and how to implement the qpm in matlab softwar in order to learn and understand practic model build and model oper as it is usual done in central banks.thi onlin cours present by the imf' institut for capac develop introduc particip to quarterli project macroeconom model develop as a core of fpa forecast and polici analysi system and how to implement the key canon quarterli project model qpm equat in a macroeconom model software. thi cours use detail countri data highlight an inflat target central bank for hands-on filtrat and calibr exercises.th cours cover two main technic aspects:in partnership with mathwork enrol student have access to matlab for the durat of the course.monetari polici analysi and forecast is offer by the imf with financi support from the govern of japan.upon complet of thi cours particip should be abl to: econom & financ

basic analyt chemistrybeginnergain a physic understand of the principl of analyt chemistri andtheir applic in scientif research.analyt chemistri take a promin posit among all field of experiment scienc rang from fundament studi of natur to industri or clinic applications.analyt chemistri cover the fundament of experiment and analyt method and the role of chemistri around us. thi cours introduc the principl of analyt chemistri and provid how these principl are appli in chemistri and relat disciplin - especi in life scienc environment scienc and geochemistry. thi cours regardless of your background will teach you fundament analyt concept and their practic applications. by the end of the cours you will deepli understand analyt methodolog in a systemat manner. final thi cours will help you develop critic independ reason that you can appli to new problem in chemistri and it relat fields. thi cours is for anyon interest in analyt sciences. chemistri

identifi entrepreneuri opportunitiesbeginnerlearn today’ newest skill and tool for identifi and act on entrepreneuri opportun for startup compani and corpor innovationsthi cours explor how anyon can be a success startup entrepreneur or corpor innov by thought examin themselv and the busi opportunity. by har these insight and cultiv an entrepreneuri spirit you can creat and transform an entrepreneuri idea into a new startup compani or corpor venture.ov 800 000 peopl have use the opportun analysi canva that is the basi of thi course. design by dr. jame v. green the lead faculti for thi cours thi uniqu model equip you to identifi and analyz a new busi opportun that align with your startup entrepreneurship or corpor innov interests.th opportun analysi canva distil vast amount of research in psycholog sociolog and busi into a practic how-to guid for aspir and activ entrepreneur and innovators. the cours present a whole new understand of entrepreneuri mindset and action. the cours is structur as a nine-step experi segment into think entrepreneuri see entrepreneuri and act entrepreneurially. busi & manag

chinax book club five author five book five view of chinabeginneran explor of the dynam of contemporari china use the tool of close read discuss and analysis.how can literatur and literari analysi allow us to understand the dynam of contemporari china? ****china’ histor and cultur transform and it imaginari and actual engag in everyday life are vividli dramat by five chines author featur in thi course. taught by harvard faculti member professor david wang thi cours will employ the tool of close read discuss and analysi to explor issu that concern the chines peopl and ponder the power and limit of literatur in imagin china anew. featur book and author ****thi cours featur interview and discuss with the authors. more inform about each of these author is avail in the syllabus. literatur

astrophys cosmologyintermediateexplor the origin fate and natur of our universe.thi cours cover cosmolog – the studi of our entir universe. where did the univers come from? how will it end? what is the natur of space and time? for the first time in human histori we can give precis reliabl answer to mani cosmolog question thank to a spectacular seri of recent breakthroughs. but mani of the most fundament mysteri remain unsolved. in thi cours we will cover the latest advanc and the unsolv mysteries. we will explain the recent observ and with the help of guest speaker lawrenc krauss and brian cox we will explor the theori behind modern cosmology.thi cours is design for peopl who would like to get a deeper understand of astronomi than that offer by popular scienc articl and shows. you will need reason high-school level math and physic to get the most out of thi course.thi is one of four anux cours which togeth make up the australian nation university' first year astrophys program. you can take these four cours in ani order. these cours compromis the astrophys xseries. learn more about the xseri program and regist for all the cours in the seri today! physic

covid-19 train for healthcar workersbeginnercovid-19 is rapidli spread across the globe and all provid must be prepar to recogn stabil and treat patient with novel coronaviru infection. thi rapid-fir self-pac cours focus on the critic inform requir to care for patient dure the covid-19 pandemic. follow complet of thi short cours physician nurs and other healthcar profession will have a unifi evidenced-bas approach to save the live of patient with covid-19.learn modul are broken into short <10 minut video present in straightforward language. thi allow provid to learn at their own pace and time. topic includ symptom and sign in patient with covid-19 earli stabil of patient prevent of the need for intub and ventil manag of patients. the best evid and guidelin are summar while accompani handout provid written learn point and link to onlin references. addit simpl infograph are avail for provid to util within their care facil to educ and promot optim care across their entir institution.accreditationth stanford univers school of medicin is accredit by the accredit council for continu medic educ accm to provid continu medic educ for physicians.credit designationth stanford univers school of medicin design thi endur materi for a maximum of 5 ama pra categori 1 credit ™. physician should claim onli the credit commensur with the extent of their particip in the activity.if you would like to earn cme credit from stanford univers school of medicin for particip in thi cours pleas review the inform here prior to begin the activity. medicin

the rise of superhero and their impact on pop culturebeginnerexclusive! when you complet a verifi certif in thi cours you will receiv digit artwork from a current comic book artist.join the smithsonian and comic book industri legend the late stan lee in thi self-pac cours to explor the histori of the comic book and the rise of superheroes.th ancient god of egyptian greek and roman myth still exist but today they have superpow human foibl and secret identities. they come from comic book and graphic novel and have taken over pop cultur on the stage screen video game and animation.from superman® and spider-man® to the avengers® and the hulk® and beyond who are these heroes? and how have they evolv from folklor and myth across all cultur and religions?learn from smithsonian and industri expert including:in thi self-pac cours we explor the follow questions:th smithsonian' nation museum of american histori is excit to offer the opportun to go into the collect and see whi superhero are a domin cultur forc in today’ world.a you learn about how cultur myth world event and person experi shape the first superhero you will appli these framework to creat your own superhero– or you can choos to do a deeper analysi on exist comic book heroes. thi origin project is requir for certif and anyth creat by you as part of thi self-pac cours is the intellectu properti of you and you alone.at last fan student and seeker of knowledg have the opportun to enrol in the ultim comic book course. human

introduct to aeronaut engineeringbeginnerdiscov the scienc behind fli by investig aeronaut aerodynam and flight mechanics.hav you ever flown in an airplan and are you curiou about how fli works? are you interest in the fundament concept behind flying? how doe a wing gener lift? and how can we fli as optim as possible? thi cours provid an introduct to the fundament of aeronaut use a tour through the histori of flight start with balloon and continu on to airplan and helicopters. expert from the faculti of aerospac engin of delft univers of technolog will help you explor and discov the fundament of flight in three blocks. first you will explor the histori of flight includ balloon and obtain a basic understand of aircraft and the earth' atmosphere. topic includ stabil navig propuls and the structur of aircraft. block two examin the principl of aerodynamics. you will learn for instanc how the shape of an airfoil or wing impact the amount of lift generated. block three cover flight mechan includ variou flight phase such as descend climb or cruis and the most optim fli condit for each phase. engin

deep learn fundament with kerasintermediatenew to deep learning? start with thi cours that will not onli introduc you to the field of deep learn but give you the opportun to build your first deep learn model use thepopular kera library.look to kickstart a career in deep learning? look no further. thi cours will introduc you to the field of deep learn and teach you the fundamentals. you will learn about some of the excit applic of deep learn the basic fo neural network differ deep learn model and how to build your first deep learn model use the easi yet power librari keras. thi cours will presentsimplifi explan to some oftoday' hottest topic in data scienc including: the demand fordeep learn skills-- and the job salari of deep learn practition -- arecontinu to grow as ai becom more pervas in our societies. thi cours will help you build the knowledg you need to future-proofyour career. data analysi & statist

existenti well-b counsel a person-cent experienti approachbeginnerexplor existenti theme in your person and profession life. develop strength and counsel skill to improv your well-b and the well-b of others.thi human cours offer you the opportun to explor what realli matter in life and teach you how to nurtur your well-b and enhanc the well-b of others.w will address theme in your person and profession life and show you how to counsel at all stages. we start with a posit approach by give attent to people’ talents. we recogn that human exist involv constraint and difficulti which is whi thi cours is base on the idea of “existential” well-being.thi cours will teach you how to live fulli as a human be in thi bodi on thi planet while at the same time be consciou that you are just a small part of a vast incomprehens universe.our experienti approach focus on the innat wisdom of the human organ and our tendenc to evolv in a forward-mov direction. you will learn how to becom awar of thi deepli felt knowledg by give attent to your bodi as felt from the insid and to your emotions.our person-cent approach encourag build optim human relationship through empathi respect and authenticity. these are complex skill which we will bring within your reach by mean of simpl exercises.through exampl role-play and video-demonstr we will illustr how you can appli our existenti well-b approach in a varieti of help context includ counsel and psychotherapy. you will develop skill to embodi the existenti well-b approach as a person and as a professional.your learn will be enrich through exchang thought and experi with a divers group of intern participants. you will learn to notic how peopl from differ cultur have differ idea about what it mean to live well and meaningfully. you will engag in discuss where diverg valu can be respect acknowledged. your person view of well-b will expand and deepen to a more univers perspect on what it mean to be human.thi cours is taught by instructor with decad of experi in existenti psychotherapi focus -orient and emotion-focus therapi person-cent counsel and posit psychology.th instructor are also teacher and research in the field of psychotherapi posit psycholog mean and spiritu at ku leuven a prestigi european university.thi cours offer you a high degre of flexibility. you can follow the content in sequenc or choos to complet section in order of interest to you. be awar that it would be realist to spend 6 to 8 hour on each section. the cours will be avail from octob until the end of june and you can follow your own rhythm in studi and practic what is offer in each section. human

solid wast managementbeginnersolid wast is one of the most press issu of our time. world over peopl are gener greater amount of garbag without much thought. the phrase “out of sight out of mind” hold true for mani of us when it come to wast issues. onc garbag leav our home and offic and factori do we realli consid what happen to it who’ collect it or what impact it’ have on our environ and our health?solid wast manag swm is a crucial function of local govern around the world and directli affect public health the environ and livelihoods. howev rapid urban and popul growth place multipl pressur on solid wast manag system particularli in citi in low- and middle-incom countries. in particular the urban poor are most affect by lack of access to basic swm servic such as wast collect and disposal.yet the sector also provid numer opportunities: improv solid wast manag provid a cleaner and healthier environment; improv livabl for all citi residents; and attract new invest and tourism which improv a city’ econom competit creat job and new busi opportunities. swm also contribut to new sourc of energi thu tackl climat chang challenges. in these way swm is directli relev to the world bank’ goal of end extrem poverti and boost share prosperity.histor the highest expenditur of local govern is in the swm sector but – particularli in low- and middle-incom countri citi – the bulk of expens goe toward collect and transport instead of treatment and disposal. anoth challeng is ensur the financi sustain of swm project and cost recoveri onc swm infrastructur ha been created. the world is gener increas amount of wast with larg amount primarili plastic end up in the oceans. howev there is also a paradigm shift from think about wast as someth to be dispos – “out of sight out of mind” – to a resourc that can be use for energi gener reduc the use and cost associ with virgin resourc and improv our climat chang efforts.given thi background thi e-learn cours is design to look at the swm sector with a focu on msw from sever angl in order to simplifi concept and promot understand of thi sector. environment studi

retail fundamentalsintermediatethi cours is part of a profession certificatein thi cours part of the retail manag profession certif program you will learn the four key compon of the retail business:y will learn about the differ challeng that retail face and have the opportun to explor method and techniqu avail to address these challenges. you will also have access to simul tool to better intern the concepts.th cours will take a hands-on problem driven approach that will help you understand and put into practic the concept you learn. at the end of the cours you will be abl to make better decis at everi step of the retail process.w have design thi cours to suit a wide varieti of particip from retail owner and store manag to undergrad busi major or specialist in retail. busi & manag

greatest unsolv mysteri of the universeintermediateexplor the biggest mysteri of modern astrophysics.despit spectacular recent progress there is still a lot we don't know about our universe. we don't know whi the big bang happened. we don't know what most of the univers is made of. we don't know whether there is life in space. we don't know how planet form how black hole get so big or where the first star have gone. thi cours will take you through nine of the greatest unsolv problem of modern astrophysics. we can't promis you the answer but we will explain what we do and don't know and give you an up-to-d understand of current research. thi cours is design for peopl who would like to get a deeper understand of these mysteri than that offer by popular scienc articl and shows. thi is the first of four anux cours which togeth make up the australian nation university' first year astrophys program. it is follow by cours on exoplanet on the violent univers and on cosmology. these cours compromis the astrophys xseries. learn more about the xseri program and regist for all the cours in the seri today! physic

money market foreign exchang and time valu of moneybeginnerget introduc to the money market foreign exchang and time-valu of money.thi cours begin with a look at the four core financi market and the three main class of derivatives. you will learn how to distinguish the global trend in volum for each of the plain vanilla financi product and show the macroeconom reason for those trends. thi cours will also review how bond equiti foreign exchang and money market are trade along with the role that equiti play from both the issuer' and investor' perspective. we wrap up thi cours with a look at the differ type of stock markets. thi cours is part 1 of the new york institut of finance' capit market profession certificate. econom & financ

design the user experiencebeginnertransl product idea into tangibl asset by creat wirefram 3d render prototyp and minimum viabl product mvp to test assumpt and valid custom interestsdesign the custom and user experi is essenti to creat great product today. gone is the old paradigm of “form follow function” model of design. the process must be iter and follow the best product design and develop processes. while design a great user experi can be a lengthi and expens process there are approach to do it faster and smarter without compromis results.thi essenti product manag cours explain key design think principl around persona stori map and prototyping. product manag need to know and appreci product design tool and processes. by combin these principl with good scrum process you’ll learn to creat great product that don’t sacrific design for function or feasibility.thi cours enabl student to transit from idea to prototyp and concept test of their product and services. student learn how best to effect translat idea into market offer so that the best product and servic idea are har and creat real valu for custom and the organization. emphasi is place on an integr and interdisciplinari approach to engin design concurr engin design for manufactur industri design and the busi of new product development. topic includ design method model and simul materi and manufactur process select platform and modular design mass custom plan and scheduling. busi & manag

introduct to bioconductorintermediateth structur annot normal and interpret of genom scale assays.w begin with an introduct to the relev biolog explain what we measur and why. then we focu on the two main measur technologies: next gener sequenc and microarrays. we then move on to describ how raw data and experiment inform are import into r and how we use bioconductor class to organ these data whether gener local or harvest from public repositori or institut archives. genom featur are gener identifi use interv in genom coordin and highli effici algorithm for comput with genom interv will be examin in detail. statist method for test gene-centr or pathway-centr hypothes with genome-scal data are found in packag such as limma some of these techniqu will be illustr in lectur and labs.given the divers in educ background of our student we have divid the seri into seven parts. you can take the entir seri or individu cours that interest you. if you are a statistician you should consid skip the first two or three cours similarli if you are biologist you should consid skip some of the beginn biolog lectures. note that the statist and program aspect of the class ramp up in difficulti rel quickli across the first three courses. by the third cours will be teach advanc statist concept such as hierarch model and by the fourth advanc softwar engin skill such as parallel comput and reproduc research concepts.thes cours make up two profession certif and are self-paced:data analysi for life sciences:genom data analysis:thi class wa support in part by nih grant r25gm114818.harvardx requir individu who enrol in it cours on edx to abid by the term of the edx honor code. harvardx will take appropri correct action in respons to violat of the edx honor code which may includ dismiss from the harvardx course; revoc of ani certif receiv for the harvardx course; or other remedi as circumst warrant. no refund will be issu in the case of correct action for such violations. enrolle who are take harvardx cours as part of anoth program will also be govern by the academ polici of those programs.harvardx pursu the scienc of learning. by regist as an onlin learner in an hx cours you will also particip in research about learning. read our research statement to learn more.harvard univers and harvardx are commit to maintain a safe and healthi educ and work environ in which no member of the commun is exclud from particip in deni the benefit of or subject to discrimin or harass in our program. all member of the harvardx commun are expect to abid by harvard polici on nondiscrimin includ sexual harass and the edx term of service. if you have ani question or concern pleas contact harvardx@harvard.edu and/or report your experi through the edx contact form. data analysi & statist

hybrid vehiclesadvancedlearn to design hybrid powertrain which meet the need of modern vehicl by combin the strength of both electr motor and combust engineswhi are hybrid vehicl still more common than batteri electr ones? whi are electr vehicl still more expens than convent or hybrid ones? in thi cours you will get the answer to thi and much more. while electr motor can improv vehicl regard perform energi consumpt and emiss they suffer from high cost and weight of batteries. smart combin of electr motor and combust engin in a hybrid powertrain can combin these strength with the advantag of combust engines. thi cours is aim at learner with a bachelor' degre or engin in the automot industri who need to develop their knowledg about hybridpowertrains. inthi cours we willexamin differ mechan layout of hybrid powertrain and how they influenc the perform and complex of the powertrain. differ size of powertrain in micro mild full hybrid as well as plug-in hybrid is also discuss and you'll learn how they can be model and analyz for exampl by simul of drive cycles. you will also learn about the energi manag system and how thi control the hybrid powertrain mode and when to charg and discharg the battery. as a result of support from mathwork student will be grant access to matlab/simulink for the durat of the course. engin

first night - handel' messiah and baroqu oratoriobeginnerdiscov handel' messiah in thi instal of first night which will explor five masterpiec of western music.whil italian opera set the standard in the baroqu era german compos georg freder handel quickli gain popular for hi oratorio which put operat techniqu to work in the servic of sacr music. handel' messiah premier in dublin on april 13 1742 and remain popular to thi day. harvard' thoma forrest kelli morton b. knafel professor of music guid learner through messiah 's music highlight while detail handel' composit process the prepar and rehears and the premier performance.learn in thi modul of first night need not have ani prior music experience. in thi unit you will learn the basic of music form and analysi the genr and style use in messiah the circumst of it first perform and it subsequ history.addit first night modules:monteverdi' l'orfeo and the birth of operahandel' messiah and baroqu oratoriobeethoven' "ninth symphony"berlioz' symphoni fantastiqu and program music in the 19th centuryigor stravinsky' the rite of spring: modern ballet and riot human

statist infer and model for high-throughput experimentsintermediatea focu on the techniqu commonli use to perform statist infer on high throughput data.in thi cours you’ll learn variou statist topic includ multipl test problem error rate error rate control procedur fals discoveri rate q-valu and exploratori data analysis. we then introduc statist model and how it is appli to high-throughput data. in particular we will discuss parametr distribut includ binomi exponenti and gamma and describ maximum likelihood estimation. we provid sever exampl of how these concept are appli in next gener sequenc and microarray data. final we will discuss hierarch model and empir bay along with some exampl of how these are use in practice. we provid r program exampl in a way that will help make the connect between concept and implementation.given the divers in educ background of our student we have divid the seri into seven parts. you can take the entir seri or individu cours that interest you. if you are a statistician you should consid skip the first two or three cours similarli if you are biologist you should consid skip some of the beginn biolog lectures. note that the statist and program aspect of the class ramp up in difficulti rel quickli across the first three courses. by the third cours will be teach advanc statist concept such as hierarch model and by the fourth advanc softwar engin skill such as parallel comput and reproduc research concepts.thes cours make up two profession certif and are self-paced:data analysi for life sciences:genom data analysis:thi class wa support in part by nih grant r25gm114818. data analysi & statist

first night - monteverdi’ l’orfeo and the birth of operabeginnerlearn about claudio monteverdi' l 'orfeo one of the first opera ever written.claudio monteverdi' l 'orfeo premier in mantua in 1607 and continu to be regard as one of the most import exampl of earli opera. with l 'orfeo monteverdi help to establish the techniqu and tradit that continu to inform the genr of opera to thi day.harvard' thoma forrest kelli morton b. knafel professor of music guid learner through the first half of l 'orfeo highlight aspect of operat form and dramat techniqu the rehears and cultur context for the premier perform and the work' continu relev today. there will also be a focu on monteverdi' life and work as a renaiss court musician.in thi music cours you will learn the basic of operat form and analysi the genr and style use and the circumst of thi opera' first perform and subsequ history. learner in thi cours need not have ani prior music experience. human

18th-centuri opera handel & mozartbeginnerstudi baroqu and classic opera through handel’ giulio cesar and mozart’ don giovanniin thi breathtak cours you'll get to know the music of two beauti opera — both in their spellbindingartistri and color histories. first you'll travel to london in 1724 where georg frider handel premier hi most famou opera giulio cesare. meet the perform and experi what it wa like to attend the first product all while gain an appreci for the typic characterist of italian opera repres in thi popular baroqu opera seria. then fast-forward 63 year to the estat theatr in pragu for the premier of wolfgang amadeu mozart’ endur classic don giovanni. learn about the challeng mozart face dure the rehears process and the revolutionari relationship he creat between music and drama in thi opera. music

introduct to video game develop with unityintermediatelearn to develop multiplatform videogam use one of the most popular tool on the market the uniti game engine.nev befor ha the video game market been at a better time. there are current mani platform avail and the emerg of mobil devic ha revolution the sector.th exist of multipl platform impli great challeng for develop in decis make both in the choic of platform and in the size of work teams.on solut to these problem is to use a game engin and without a doubt the most popular and use engin of the moment is unity.un is the most popular engin for reason such as it power tool it abil to gener game on more than 20 differ platform it excel learn curv and the hundr of add-on avail to it develop by third parties.in thi beginn video game develop cours with uniti you will learn in a practic way with numer exampl that will guid you step by step: comput scienc

best practic for project manag successintermediatelearn how to creat an organiz environ that support project success.project manag play a key role in support a business' success. in thi project manag cours you will learn what' requir from an organ for project to excel.y will learn how to turn project manag principl and theori into practice. the cours will cover:th cours will util case studi and exampl from compani to help student sharpen their project manag skill to recogn and implement an environ that support success.first we will cover the basic organiz and leadership element requir to provid a success environ for all project to succeed.second we will cover the necessari organiz support structur and method that enabl project manag and project manag to deliv result to the busi and to the custom they serve.fin we will explor the challeng of specif type of project such as project in crisi global project and manag a portfolio.thi cours is part of the rit project manag micromast program that is design to teach the import of the organiz and leadership characterist for the success of projects. in order to qualifi for the micromast credenti you will need to earn a verifi certif in each of the three cours as well as pass a capston exam. busi & manag

coach skill for learner-centr conversationsbeginnerus coach approach in your educ convers will help you support learner to realli maximis their potenti as you becom an even more effect and inspir educator. over these next four modul you will becom much more familiar with some key coach principl and skill and will be equip to start appli these in your own educ contexts.thi interact cours will introduc you to coach skill for learner-centr conversations. as well as learn about and practic these skill you will have the opportun to reflect on how you can use and integr these skill into your own educ contexts. the modul will cover:bi the end of thi cours you will be abl to: educ & teacher train

intellectu properti law and polici part 1intermediateexplor the legal doctrin at the core of the innov economi and learn how legal right and inform shape our lives.can you realli get a patent on a rectangular cell phone shape? do artist and musician need over a centuri of copyright protect for their works? can you trademark red shoe soles? these are some of the question that u.s. congress and the court have address in recent year — and in thi ip cours we will too.touch on most area of commerci and artist activ intellectu properti ip law is an essenti compon of modern society. in thi cours part 1 of a two-part seri learner will be introduc to a broad overview of the intellectu properti law the theori underpin thi area of law and an individu look at patent law.part 2 will explor copyright and trademark law and consid altern to ip and the futur of thi excit area of the law.th focu of thi two-part seri is on learn some of the semin legal case in each area while also consid the polici implic of the law as it stands.no previou law experi is required. join us as we explor the law and polici that influenc and shape our modern lives. law

roboticsadvancedlearn the core techniqu for repres robot that perform physic task in the real world.w think of robot as the scienc of build devic that physic interact with their environment. the most use robot do it precis power repeatedli tirelessli fast or some combin of these. the most interest robot mayb even do it intelligently. thi cours will cover the fundament of robot focus on both the mind and the body.w will learn about two core robot classes: kinemat chain robot arm and mobil bases. for both robot type we will introduc method to reason about 3-dimension space and relationship between coordin frames. for robot arm we will use these to model the task of deliv a payload to a specifi location. for mobil robot we will introduc concept for autonom navig in the presenc of obstacles.class project will make use of ro - the open-sourc robot oper system www.ros.org wide use in both research and industry. comput requir for work on the project will includ a comput set up with ubuntu linux and high bandwidth internet access for download and instal ro packages. comput scienc

write for social justicebeginnerlearn to har the power of write to bring about about person social and polit chang that matter.can write chang your world? write with power about person social and polit issu can chang mind introduc solut to old problem and help you becom a more engag particip in public life. everyon ha issu that matter deepli to them whether they are: in write for social justic you will learn the import of word choic in write for differ genr in order to reach your audience. specif you will learn to: there will be short exampl read includ in the cours which will serv as model of differ persuas genres. you will also share your write with other student in the cours get and offer feedback on assignments.what you'll learn: human

case studi in function genomicsadvancedperform rna-seq chip-seq and dna methyl data analys use open sourc softwar includ r and bioconductor.w will explain how to perform the standard process and normal step start with raw data to get to the point where one can investig relev biolog questions. throughout the case studi we will make use of exploratori plot to get a gener overview of the shape of the data and the result of the experiment. we start with rna-seq data analysi cover basic concept and a first look at fastq files. we will also go over qualiti control of fastq files; align rna-seq reads; visual align and move on to analyz rna-seq at the gene-level : count read in genes; exploratori data analysi and varianc stabil for counts; count-bas differenti expression; normal and batch effects. final we cover rna-seq at the transcript-level : infer express of transcript i.e. altern isoforms; differenti exon usage. we will learn the basic step in analyz dna methyl data includ read the raw data normal and find region of differenti methyl across multipl samples. the cours will end with a brief descript of the basic step for analyz chip-seq dataset from read align to peak call and assess differenti bind pattern across multipl samples.given the divers in educ background of our student we have divid the seri into seven parts. you can take the entir seri or individu cours that interest you. if you are a statistician you should consid skip the first two or three cours similarli if you are biologist you should consid skip some of the beginn biolog lectures. note that the statist and program aspect of the class ramp up in difficulti rel quickli across the first three courses. by the third cours will be teach advanc statist concept such as hierarch model and by the fourth advanc softwar engin skill such as parallel comput and reproduc research concepts.thes cours make up two profession certif and are self-paced:data analysi for life sciences:genom data analysis:thi class wa support in part by nih grant r25gm114818.harvardx requir individu who enrol in it cours on edx to abid by the term of the edx honor code. harvardx will take appropri correct action in respons to violat of the edx honor code which may includ dismiss from the harvardx course; revoc of ani certif receiv for the harvardx course; or other remedi as circumst warrant. no refund will be issu in the case of correct action for such violations. enrolle who are take harvardx cours as part of anoth program will also be govern by the academ polici of those programs.harvardx pursu the scienc of learning. by regist as an onlin learner in an hx cours you will also particip in research about learning. read our research statement to learn more.harvard univers and harvardx are commit to maintain a safe and healthi educ and work environ in which no member of the commun is exclud from particip in deni the benefit of or subject to discrimin or harass in our program. all member of the harvardx commun are expect to abid by harvard polici on nondiscrimin includ sexual harass and the edx term of service. if you have ani question or concern pleas contact harvardx@harvard.edu and/or report your experi through the edx contact form. data analysi & statist

essenti career skill for invest bank and financebeginneracceler your financi fluenci and fool-proof your career in invest bank and finance.thi cours will improv your financi fluenci so that you speak like a season profession when start or advanc your career in invest bank and finance. you will learn about the differ sector and sub-sector across the financi industry. in addit to industri jargon you will also learn how hire decis are actual made and the strategi to control the narr and tell your stori in the most compel way possible. taught by instructor with decad of experi on wall street thi cours will equip student from a wide rang of background includ busi econom engin scienc and mathemat with the much-need career skill to prepar for a futur in invest bank and finance. busi & manag

data structur and softwar designintermediatelearn how to select appli and analyz the most appropri data represent in your code and design high qualiti softwar that is easi to understand and modify.know how to code is onli part of the skill need to becom a profession softwar developer.thi cours part of the cs essenti for softwar develop profession certif program will take your skill to the next level by teach you how to write “good” softwar that appropri repres and organ data is easi to maintain and is of high quality.a the purpos of most comput program is to manipul data sometim larg quantiti of it the manner in which program repres and organ data can have an enorm effect on the simplic and effici of the code. in thi cours you will learn about import core data structur such as array list stack queue set map tree and graph and learn how to evalu them and reason about their behavior and efficiency.most importantli you will learn how to determin which data structur is the most appropri for solv the problem at hand and see how to use the implement that are part of the java library.howev choos the right data structur is onli part of the challeng of develop high qualiti software: you must also consid the design of the class that use those data structures. you will learn about softwar design principl such as modular function independ and abstract and appli those concept toward write program that are easi to understand easi to modifi and easi to test.although it is import to know how to write high qualiti code profession softwar develop often spend a major of their time maintain exist code. you will also learn about softwar refactor techniqu for improv the design of exist code and see how to improv code efficiency.thi cours will use java but the concept you learn can be appli to almost all modern program languages. comput scienc

unconsci bia from awar to actionbeginnerlearn in-demand leadership skill necessari to manag unconsci bia in your workplace.unconsci bias—everyon ha it. but that doesn’t make us bad; it make us human. while we cannot complet rid ourselv of unconsci bia we can learn how to recogn it and lessen it impact in the workplace. these are skill that everyon can learn. you may not be awar of how your unconsci bias can affect your behavior but uncheck it can have enorm impact in the workplac and throughout your everyday life. unconsci bia caus peopl to unintent favor some groups—often one that are like them—ov others. thi can lead to differ in who get hire and recruit who get offer new opportun and whose voic is listen to. understand and mitig the impact of unconsci bia is a crucial 21st-centuri global leadership skill. with awar of unconsci bia and action step to manag it you will be abl to make the best decis for your organ your colleagu and your team. manag unconsci bia is a vital step in build workplac that are innov dynam and inclusive. in thi train through research-bas assess and exercis you will move from awar to action learn how to interrupt bia and leverag the full potenti of divers team and colleagu in your workplace. for learner at all organiz level from all industri background and geographi thistrain will help you understand what unconsci bia is and introduc you to some necessari skill to counter it neg impact. the cours is taught by instructor with extens expertis advis and counsel major global compani on strategi to build high-perform and competit workplaces. learn these import leadership skill can help you to build and sustain inclus workplac and turn divers into a strateg busi advantage. commun

agil process project and program controlsadvancedlearn agil control that get work done with confid by use true transpar actual not estim and continu improv to ensur your peopl process and product deliv valuabl work solutions.vers 2 of thi cours seri deliv beyond the origin agil certification. it includ updat content better audit and verifi learner experi and bonu video on key topics.th follow-on to thi cours seri on “advanc scrum” is expect by the end of summer 2020. agil provid greater opportun for control and risk manag and offer uniqu benefit that tradit method miss. as a project manag or program manag the emphasi should alway be on deliv valu and benefits. with complex project these demand increas and know you'v deliv valu can be difficult for even those with year of project manag experience. ****howev in thi cours we'll cover the agil practic and manag skill necessari to deliveri valu with certainti such as: ****in thi cours you will learn how these lever of control far exceed tradit manag method of earn valu manag evm which reli on estim and no chang in scope. we'll discuss how the key to unlock the control potenti is to learn what to manag and how to measur it. it' no longer just ensur the deliver are deliv on-tim and under-budget.thi shift to benefit manag is in-lin with how the pmbok is chang to integr program manag concern into project manag with an emphasi on valu and not just deliveri of scope specifications. the agil revolut requir program manag to embrac thi type of continu educ to advanc and grow in your project manag career. ****so how do program ensur smooth project delivery? ****thi answer is bottoms-up with differ control at each level of manag separ the concern between the program the individu project and the team processes. for team it’ a focu on team veloc and how to ensur it measur is use for diagnos intern and extern product constraints. for the project the focu is on how to integr team of team on relat project and ensur stead deliveri of product roadmaps. for the program the focu is on what capabl are deliv and how to measur return on invest roi capabl provide. thi also requir understand your portfolio and contract processes. ****while thi cours will not make you an agil certifi practition pmi-acp or certifi scrum master csm it offer a more fundament agil certif base on agil principl and how agil leadership is appli in industri today. you'll finish thi cours more than readi to continu your agil journey which we hope either complet your certif with us or take you to one of our most popular cours in the seri "agil leadership principl and practices."upon success complet of thi cours learner can earn 10 profession develop unit pdu credit which are recogn by the project manag institut pmi. pdu credit are essenti to those look to maintain certif as a project manag profession pmp. engin

risk manag in develop projectsintermediatelearn to preemptiv manag posit and neg event that may affect the execut of a develop project.project team usual spend a larg portion of their time solv problem instead of prevent them. project risk manag seek to preemptiv manag posit and neg event that may affect a project so as to improv it chanc of success. what will you be abl to do by the end of the course?who is thi cours for?bi take thi cours you will have the opportun to share your knowledg and experi with other participants. there will be a case studi through which you will be abl to appli best risk-manag practic to a project and you will also carri out practic exercis that will help you understand key concepts. cours content is base on the inter-american develop bank’ risk manag methodolog which is align with a guid to the project manag bodi of knowledg sixth edit 2017 of the project manag institut pmi®. the project manag institut pmi® ha author the ind a regist educ provid r.e.p. to grant 30 profession develop unit pdu if you receiv the certif for thi course. busi & manag

project manag of engin project prepar for successintermediatecr your own project plan and learn the import of the earli project phase in achiev project success. peopl are key!ar you a project engin with a technic background but lack manag knowledge? are you eager to improv project perform and want to expand your knowledge?thi busi and manag cours will focu on the necessari project manag skill to success manag project distinguish three areas:th cours focus on the earli project phase includ exampl from technic project within variou sector and industri amongst other but not limit to infrastructur project and construct projects.at the end of thi cours you will have creat your own project execut plan either in a team effort or on individu basis. of cours the team effort allow for a special learn experi and we apprais activ team participation. busi & manag

suppli chain dynamicsadvancedlearn how to manag and har the dynam and interact between firm and entiti within a suppli chain - ​part of the mitx suppli chain manag micromast credential.suppli chain are complex system involv multipl firm and organ with differ goal and objectives. addit there are extern forc and trend that can impact posit or neg a suppli chain’ effici and effectiveness. understand the dynam and risk within suppli chain both larg and small is key to be a success suppli chain professional.thi cours build on the fundament model introduc in sc1x and the design trade-off cover in sc2x. it is essenti a capston in understand how to success model design and manag a suppli chain in ani industry. we will divid the cours into three sections.first we will introduc the field of system dynamics. develop at mit system dynam is an approach that examin and model complex system that featur interact non-linear and dynam elements. the object is to better understand the underli featur of a complex system and to recommend polici and other action to improv overal performance.second we will explor the concept of suppli chain risk. suppli chain are subject to a wide number of potenti disrupt – from both within and outsid of the suppli chain. student will understand how suppli chain can be better design and manag to not onli mitig the downsid of suppli chain disrupt but also to leverag and captur ani upside.fin the student will engag in a seri of more extend case studi and simul that demonstr these complex relationships. actual case studi and exampl from compani will be use to help student better prepar for actual situations. thi cours is part of a micromast program. if you complet all cours in the micromast program in 2018 ge will guarante you an interview in boston for an internship or full-tim role. open to massachusett resid only. busi & manag

financi account made fun elimin your fearsbeginnerlearn the languag of financi account and how to use financi statement inform to better manag and grow your business.ar financi statement a mysteri to you? do all those term and metric make your head spin? do you avoid convers with your financ leader becaus you are not confid of your financ ability?hav a solid understand of financi term statement and metric is critic to becom a success entrepreneur or manager. in thi financ cours you will learn how to interpret and use the inform contain in financi statement to make key oper decis evalu busi perform and creat forecast of profit and cash flow.thi cours introduc you to the form content and definit includ in the primari financi statements: incom statement balanc sheet and cash flow statement. you will learn how to use thi inform to make key oper decis such as how to balanc growth with cash constraints. you will learn how to use ratio to diagnos a company' financi health and appli these concept and tool to evalu a compani of your own choosing.elimin your fear of accounting! financi account can be fun onc the barrier to learn are broken down. through a seri of learn scenario that take you through the creation of a simpl busi you will becom comfort with basic account tool and concept that you need to more effect manag your business. by the end of the cours you will becom a much more confid user of financi inform and will be abl to effect engag with your financ leaders.thi cours is part of the busi principl and entrepreneuri thought xseries. busi & manag

microeconom & businessbeginnerexplor microeconom and it relationship to busi decision-making.thi cours is an introduct to basic concept govern the oper of the microeconomi with specif emphasi place on understand microeconom theori polici and issu as they relat to busi decision-making. student success complet thi cours will be abl to comprehend the work of the suppli and demand model from both a graphic and mathemat perspect explain the role that elast play in the suppli and demand model and know how to calcul and interpret variou elast understand util maxim and the theori of consum behavior explain how cost structur differ in the short run and the long run analyz variou market structur in term of their econom perform and understand the work of the variou factor markets. econom & financ

busi communicationbeginnerlearn how to effect commun and build profession relationship through face-to-fac written and non-verb communication.busi commun is vital to profession success.thi cours part of the leadership essenti profession certif program will help you unlock the secret to busi success by understand workplac culture. you’ll learn how to use languag and nonverb commun to convey share mean in face-to-fac and remot profession relationships.y will learn techniqu to effect and succinctli articul your busi idea to a divers rang of audienc to ensur they understand even the most complex concepts.in thi cours there will be a strong focu on busi write activ listen and commun your idea effect to a particular target audience. we will discuss the impact of assumpt or bia that peopl may bring to workplac interactions. learner will appli their knowledg by critiqu real-world busi scenario from the workplace.top will also include: commun

vocal record technologybeginnerexplor emerg innov in vocal product audio engin record and mixing.w are in the midst of an explos of music creativ as a result of technolog that allow you to record music use your laptop or tablet. whether you are a singer music produc audio engin or just someon that like to make good music with vocal it is essenti to have an understand of vocal technolog for music production.thi music product cours provid learner with insight into the voic itself the record environ microphon equal compressor a-d-a convers the listen environ human percept natur widen concept artifici widen concept reverb delay and more. grammy-award win record produc audio engin record artist and educ princ charl alexand offer student a first-hand opportun to learn the technolog behind vocal product so that you can enhanc your music product with the most compel and effect vocal tracks. engin

iot sensor and devicesbeginnerexplor variou iot devic and sensor type how they work and how we connect them. map out the process for develop your own iot ideas.th internet of thing iot is expand at a rapid rate and it is becom increasingli import for profession to understand what it is how it work and how to har it power to improv your business.thi cours is for practic learner who want to explor and interact with the iot bridg between the cyber- and physic world in order to creat effici or solv busi problems.in thi cours you will learn about the ‘things’ that get connect in the internet of thing to sens and interact with the real world environ – from someth as simpl as a smoke detector to a robot arm in manufacturing. if we consid the iot as give the internet the abil to feel and respond thi cours is about the devic that feel and the devic that respond.w will look at iot sensor actuat and intermediari devic that connect thing to the internet as well as electron and system both of which underpin how the internet of thing work and what it is design to do. comput scienc

e-learn on digit agriculturebeginneragricultur is no except to digit revolut go beyond a simpl adopt of inform and commun technolog icts. accord to icrisat digit agricultur is defin as “ict and data ecosystem to support the develop and deliveri of time target inform and servic to make farm profit and sustain while deliv safe nutriti and afford food for all.”digit agricultur technolog dat are innov that enabl farmer and agribusi entrepreneur to leapfrog to increas their product effici and competit facilit access to market improv nutrit outcom and enhanc resili to climat change. these technolog rang from mobil app to digit ident for farmer to solar applic for agricultur to portabl agricultur devices. dat are increasingli becom indispens in the global food and agricultur sector from fast and conveni inform deliveri to provid virtual marketplaces. consid the fact that digit technolog can acceler agro-food outcom is juxtapos with low adopt rate of the same the world bank’ oper are increasingli incorpor digit agricultur as a critic element in it operations. thu it is import to studi digit agricultur technolog in further detail.thi five-week cours will provid a high-level overview of dat concept potenti impact rang of technolog avail use case as well as forward-look technologies. the cours will introduc the particip to differ agricultur data platform alreadi avail and will encourag them to discov the scope and util of the open data platform for analyt and intellig in agriculture. particip will be requir to engag in discuss forum with their peer and complet quizz throughout the course. environment studi

explor graphql a queri languag for apisbeginnerlearn about graphql an altern to rest and practic graphql queri in an interact playground.graphql is revolution the way develop are build websites… but what exactli doe that mean? graphql is an open sourc queri languag and a runtim to fulfil those queri with your exist data. in thi cours you’ll learn what graphql is and whi it is get so much attent from softwar engineers. you’ll learn what it advantag are over rest what type of web architectur to use it with and whi it benefit both frontend and backend developers. you’ll get the chanc to practic graphql queri in an interact playground. you’ll also learn advanc topic such as how to implement a graphql server on the backend how to use a graphql server with a client and how to keep your graphql server secure. the cours content wa origin creat by prisma and updat and maintain by novvum. if you are a programm thi cours will help you gain the skill you need to get start use graphql for a small project or profession in production. you’ll feel comfort get start with the right tool for your use case. if you are nontechn thi cours will help you commun with develop and particip in convers about graphql. you will understand when and whi to use graphql for a project. start your graphql journey today! comput scienc

emsat english prepar - level 2intermediatethi emsat prepar cours expand upon basic grammat knowledg develop gener english vocabulari and develop critic thinking. to assist in prepar for the emsat exam learner develop exam strategi through their understand of differ read and vocabulari question types.thi upper-intermedi english as a second languag cours that help student with a current emsat scord between 1175 and 1225 to develop their read and grammar skills. student will develop exam strategi to prepar them for the read and vocabulari section of their exam. they will do thi through understand the differ read & vocabulari question type on the exam. the cours also consolid and expand upon basic grammat knowledg develop gener english vocabulari and develop critic thinking.addit student will develop write grammar and vocabulari skills. the cours will consolid and expand upon basic grammat knowledg in write and speaking. the cours will also teach exam strategi for the write & grammar section of the exam. student will develop an understand of the differ write & grammar task on the exam and an awar of appropri discours structur for exam write tasks. languag

the data scienc methodbeginnerlearn about the methodolog practic and requir behind data scienc to better understand how to problem solv with data and ensur data is relev and properli manipul to address a varieti of real-world project and busi scenarios.despit and influx in comput power and access to data over the last coupl of decad our abil to use data within the decision-mak process is either lost or not maxim all too often. we do not have a strong grasp of the question ask and how to appli the data correctli to resolv the issu at hand.th purpos of thi cours is to share the method model and practic that can be appli within data scienc to ensur that the data use in problem-solv is relev and properli manipul to address busi and real-world challenges.y will learn how to identifi a problem collect and analyz data build a model and understand the feedback after model deployment.advanc your abil to manag deciph and analyz new and big data is vital to work in data science. by the end of thi cours you will have a better understand of the variou stage and requir of the data scienc method and be abl to appli it to your own work. data analysi & statist

plato socrat and the birth of western philosophi | 西方哲学精神探源beginnerexplor the work of plato aristotl heraclitu and other origin of western philosophi in an immers studi of ancient greek and roman philosophers. 本课程通过讲述古希腊罗马哲学家丰富的思想和观点，探讨西方哲学精神的起源，揭示西方民族的精神取向，阐明西方民族思维方式的特征。thi philosophi cours explor the origin of western philosophi – a rich tapestri of idea that began with the most note ancient greek and roman philosophers.bi examin the work of these histor figur student will attain a strong grasp of western philosophy’ basic spirit. in do so they’ll cultiv deeper think abil explor nobl valu and learn to contempl the world around them in new ways.本课程面向各专业本科生，通过课堂讲授与课外阅读讨论的方法，把握古希腊罗马哲学家丰富的思想，探讨哲学精神的起源，揭示古希腊民族的精神取向，阐明古希腊民族思维方式的特征，帮助学生把握哲学的基本精神，养成理论思维的能力，培养高尚的情操，提高人文素质。 human

cosmic ray dark matter and the mysteri of the universeintermediatejoin us on a uniqu explor of one of the universe’ deepest mysteri cosmic raysin the univers high-energi cosmic ray are violent propag in space. while we know these cosmic ray come from outsid of the solar system exactli how and where they origin is a mystery.professor shoji torii from waseda univers and mani research from around the world believ that understand about their origin will help resolv the mysteri of the univers such as supernova remnant dark matter and even the universe’ evolution.th most wide accept theori is that high-energi cosmic ray are creat by supernova explos but there are mani other possibilities. professor torii hypothesi that these mysteri cosmic ray origin by the annihil or decay of weakli interact massiv particl wimps. that is they are candid of dark matter.to examin thi theori and to truli understand where high-energi cosmic ray origin and propag professor torii along with the japan aerospac explor agenc jaxa and in collabor with nasa and the italian space agenc asi have develop the calorimetr electron telescop calet now onboard the intern space station.join us on thi cours on high-energi cosmic ray and get the latest research find from the intern space station to help unravel some of our greatest mysteries. physic

macroeconom diagnosticsintermediatethrough thi cours learn to assess a country’ macroeconom situat util practic tool that will help you engag in day-to-day macroeconom analysis.in thi onlin cours on macroeconom diagnost mdsx you will learn some appli tool that will allow you to assess the econom situat in a country. these analyt tool are the one most use by appli macroeconomists—includ those at the imf. you will learn both how to technic implement these tool and to interpret their results.th cours will guid you through the differ sector of an economy. it will present tool to assess the relev sector and it vulnerabilities. these appli tool will be simpl to appli and they will bring out the critic inform that an economist need to make an assessment.beyond the tool themselv we’ll also be show how to refin and interpret their output. we will be do more than just plug number into a spreadsheet formula. we will want to use the result of these tool – filter through our judgement – to develop a narr of a country’ econom situation.to help you make thi cours more hands-on you will be examin a case studi countri call “diagnostica.” we will run through a seri of sector-by-sector assessments. along the way we will be demonstr how to appli the diagnost by use differ countri examples. then you will be ask to perform that same exercis and interpret it for “diagnostica.” final we’ll be integr our sector assess into a comprehens analysi known as a ‘risk assess matrix’ or ram. thi will give us a sens of where the major risk and weak lie in diagnostica’ macroeconom picture.macroeconom diagnost is offer by the imf with financi support from the govern of japan. econom & financ

results-bas project manag monitor and evaluationintermediatelearn how to use a results-bas approach to design and manag public sector program that deliv tangibl benefit and optim the use of resources.in thi cours you will learn the basic of results-bas project management. after an introduct to the result framework and it associ perform indic you will learn how monitor system and evalu provid a crucial sourc of evid for manag decision-making.thi project manag cours is design to address the grow demand for manag in africa and around the world who can use results-bas approach to design implement and manag an ever grow rang of program and projects. monitor and evalu key result base manag tool are increasingli call upon within public servic non-government sector and multi-later develop agenc to help ensur that resourc are put to optimum use and that citizen and beneficiari are assur of receiv the benefit that are commit to them.th cours ha been develop in partnership with clear anglophon africa and draw upon the center experi in promot the use of evidence-bas system across africa to enhanc develop practice. busi & manag

alzheimer’ diseas & dementia careintermediateprovid an overview of alzheimer’ diseas includ pathophysiolog risk factor stage symptom diagnosi includ medic use to enhanc cognit function. review modifi commun strategi that optim interact and reduc behavior expressions. explor the topic of dementia caregiv it challeng and resourc avail as well as special care consider when the person with dementia is hospitalized.ar you a current or futur caregiv or a nurs or other healthcar profession who want to learn more about alzheimer’ disease? here are the key content area that will be address over 5 modules: medicin

sign languag scienc emerg and evolut of sign languagebeginnerthi cours connect the emerg and evolut of sign languag to the histori of the peopl who use these languages. you will learn thi concept in depth especi the legaci and heritag of american sign languag asl.asl ha a long histori and good documentation. thi cours emerg and evolut of sign languag explor the origin of asl by begin with the key event and key concepts. how do peopl learn sign languages? whi do peopl enjoy use them? thi key inform will provid a foundat for understand the relationship between how peopl use languag how it’ learn and how a languag commun is form and sustained. thi foundat will illustr how the languag surviv which is equal import to recognize. these idea will be discuss in thi core cours and they provid a foundat of understand about where languag come from and whi they vary.bi the end of the cours learner should be abl to: languag

introduct to astrophysicsbeginnerlearn about the physic phenomena at play in astronom object and link theoret predict to observations.how can we studi the univers we live in use the onli avail inform it provid us with: light ?thi cours provid an overview of the physic phenomena at play in the astronom object surround us from planet and star to the cosmic filament from galaxi such as our own milki way to larg galaxi clusters. the cours emphas the link between theoret predict and observations.in thi cours you will learn the basic of astrophys use simplifi mathemat developments. in particular you will learn the role play by graviti in astrophys includ gravit lens and how matter and radiat interact. the materi in thi cours is essenti to follow more advanc astrophys courses. physic

epidem ibeginnerexplor the scienc prevent and control of epidem in thi free onlin course. in addit to lectur by lead scientist in thi field from hku thi cours will featur panel discuss with world lead expert in epidemics. “if histori is our guid we can assum that the battl between the intellect and will of the human speci and the extraordinari adapt of microb will be never-ending.” 1despit all the remark technolog breakthrough that we have made over the past few decad the threat from infecti diseas ha significantli accelerated. in thi cours we will learn whi thi is the case by look at the fundament scientif principl underli epidem and the public health action behind their prevent and control in the 21st century.thi is the first origin of novel pathogen of the four cours cover these topics:如果历史是我们的向导，我们可以认为人类的智慧和意志与微生物种惊人的适应性之间的斗争将永远持续下去。”1尽管过去的几十年间我们在科技领域取得了令人瞩目的突破，可是传染病对人类的威胁却显著增加。本课程将通过学习流行病学的基础科学原理以及预防与控制流行病的公共卫生措施，对上述现象予以阐释。这是四個课程中的第一个（新型病原體的起源）：---------------------------------------------------------------------------------------------------------------------------------------1 fauci as touchett na folker gk. emerg infecti diseases: a 10-year perspect from the nation institut of allergi and infecti diseases. emerg infect di 2005 apr; 114:519-25. medicin

fundament of macroeconomicsbeginnerthi beginn cours to macroeconom analysi provid a thorough view of what economist know about aggreg product inflat unemploy and econom polici and elev the learner to a first-year undergradu level.ar you interest in a seriou and solid background in economics? thi cours offer you a thorough view of everyth economist know about markets: their strength their failur and how thi view can help you understand the most relev econom problems. we follow a rigor approach that combin visual argument with realist examplesto help you connect the main econom concept with your own experiences. the onli requir knowledg is certain familiar with graph read and basic high school mathematics. by the end of thi cours you will have explor thekey question in macroeconomics: econom & financ

blockchain and fintech basic applic and limitationsbeginnerunderstand the design rational of blockchain technolog it emerg platform and applic and uncov the limit and the opportun enabl by blockchain applic particularli as it relat to finance.blockchain is a core technolog in fintech. the origin design of blockchain focus on the cryptocurr "bitcoin". due to it specif characterist mani compani and user now find blockchain veri use for applic in mani area not limit to cybercurr includ financ logist insur medicin and even music. howev the design of blockchain involv cryptograph technolog which cannot be easili understood by those who are not profession in the area of it and security. in order to better understand what kind of applic best fit blockchain and other form of distribut ledger technolog and the potenti of these emerg technolog it is import to understand the design rational the basic technolog the underli cryptograph fundament and it limitations. thi 6-week onlin coursewil walk you through the following: the cours aim at target a wide audience: thi cours will provid learner a good understand of the technolog applic limit and "illegal" usag of the blockchain technology. comput scienc

molecular biolog - part 2 transcript and transpositionadvancedstrengthen your scientif think and experiment design skill in thi adventur through transcript and transposition.in part 2 of thi molecular biolog cours you’ll explor transcript of dna to rna a key part of the central dogma of biolog and the first step of gene expression.did you know that transpos element the genet inform that can move from locat to locat make up roughli 50 % of the human genome? did you know that scientist have link their movement into specif gene to the caus of certain diseases? you’ll also learn how these “jump genes” work and how scientist studi them in molecular biology: transcript and transposition.ar you readi to go beyond the “what" of scientif inform present in textbook and explor how scientist deduc the detail of these molecular models?tak a behind-the-scen look at modern molecular genet from the classic experiment event that identifi the protein and element involv in transcript and transposit to cutting-edg assay that appli the power of genom sequencing. we'v design the problem in thi cours to build your experiment design and data analysi skills.let’ explor the limit of our current knowledg about the transcript machineri and mechan of transposition. if you are up for the challeng join us in 7.28.2x molecular biology: transcript and transposition. biolog & life scienc

one planet one oceanintermediatea holist view of how the ocean function how human interact with the ocean can be understood and what solut are avail to support both sustain use and stewardship of our blue planet.i the ocean the real final frontier? human have a greater understand of the surfac of the moon than they do of the depth of these waters. but what we know of the ocean prove it host a wealth of opportun – connect the world; support import and basic econom cultur and environment function – despit be under signific threat. stress by unsustain lifestyl and the increas demand of a grow global popul how do we becom good steward of thi massiv natur resource? inthi cours learn from the world' lead expert on ocean science. they will present the issu and potenti solut – ground in rigor scientif research – to fight for our endang waters. thi cours is for: environment studi

reput manag in a digit worldintermediatelearn how to develop manag and protect an organisation’ onlin reput through social media includ facebook and twitter. in thi cours you'll take on the role of a commun manag for a fiction organis make key decis that will affect it onlin reputation.y will experience:throughout the cours you’ll learn from real life case studi and gain an understand of the import role that blog facebook twitter snapchat and other social platform play in today’ busi world.th digit landscap is fast-pac and continu chang yet is an equal challeng and excit environ in which to work. thi cours is relev to anyon work in market commun public relat social media and advertising.thi cours is part of the curtinx micromast credenti in market in a digit world that is specif design to teach the critic skill need to be success in thi excit field. in order to qualifi for the micromast credenti you will need to earn a verifi certif in each of the five courses.you'l learn how to: commun

comput vision fundament with watson and opencvbeginnerlearn about comput vision one of the most excit field in machin learning. artifici intellig and comput science.comput vision is one of the most excit field in machin learn comput scienc and ai. it ha applic in mani industri such as self-driv car robot augment realiti face detect in law enforc agencies.in thi intro-level cours you will learn about comput vision and it variou applic across mani industries. as part of thi cours you will util python watson ai and opencv to process imag and interact with imag classif models. you will also build train and test your own custom imag classifiers.thi is a hands-on cours and involv sever lab and exercises. all the lab will be perform in the cloud and you will be provid access to a cloud environ complet free of charge.at the end of the cours you will creat your own comput vision web app and deploy it to the cloud.thi cours doe not requir ani prior machin learn or comput vision experi howev some knowledg of python program languag is necessary. comput scienc

japanes busi managementintermediatelearn about japanes busi manag and start down a path to becom a global leader.th japanes economi wa onc describ as the “rise sun ” overcom all odd to becom an econom superpower. in the late 1980 and earli 1990 mani of the largest compani in the world with the highest capit were japanese. often the key to japan' success wa attribut to it uniqu busi model strategi and practices. howev japan no longer enjoy strong growth. sinc the infam “burst of the bubble” japanes compani have slip from domin and lost their competit edg to compani in america china and other regions. japan' onc highli acclaim busi manag ha been critiqu judg and brought into question. japan is now in a transit phase. some compani are cement their tradit busi practic other are transform their strategi entir while still other are unsur how to adapt to the new times. thi cours is essenti for anyon aim to be a global leader. ithelpsthem understand the basic of japanes busi japan' rise includ it success and failur and allow them to seefutur potential. the cours take a holist approach. it look not onli at strategi and practic but also at the entir manag ecosystem. it explor factor rang from socioeconom to intern intervent that help shape japanes corpor cultur strategi and vision. thi cours ha been design to give futur leader the right mindset to be a global leader. learner studi variou corpor philosophi and case studi to see firsthand the benefit - and limit - of japanes busi management. busi & manag

introduct to cloud computingbeginnermast the core concept in cloud comput from servic and deploy model to cloud architectur secur new technolog and possibl careers.thi cours introduc you to the core concept of cloud computing. you will gain the foundat knowledg requir for understand cloud comput from both busi and practition perspectives.y will learn about the definit and essenti characterist of cloud comput it histori emerg trend and the busi case for cloud computing. you also learn about the variou cloud servic model iaa paa saa and deploy model public cloud privat cloud hybrid cloud and the key compon of a cloud architectur virtual vm storag network containers.th cours will also familiar you with emerg trend associ with cloud includ hybrid multicloud microservic serverless cloud nativ devop and applic modernization. you learn about cloud secur basic and will be introduc to some case studi and career opportun relat to cloud computing.thi introduct to cloud comput cours from ibm is suitabl for anyon who is new to cloud – whether you just want to understand the cloud jargon or are intend to start a career in a cloud relat profession. comput scienc

sustain urban developmentbeginnerlearn whi citi are key in resolv global urban and sustain challeng and how you can engin tomorrow’ citi today.did you know that citi take up less than 3% of the earth’ land surfac but more than 50% of the world’ popul live in them? and citi gener more than 70% of the global emissions? larg citi and their hinterland jointli call metropolitan region greatli contribut to global urban and sustain challeng yet are also key to resolv these same challenges.if you are interest in the challeng of the 21st centuri metropolitan region and how these can be solv from within the citi and by it inhabit then thi sustain urban develop cours is for you!ther are no simpl solut to these grand challenges! rather the challeng citi face today requir a holist system and transdisciplinari approach that span differ field of expertis and disciplin such as urban plan urban design urban engin system analysi polici make social scienc and entrepreneurship.thi mooc is all about thi integr of differ field of knowledg within the metropolitan context. the cours is set up in a uniqu matrix format that let you pursu your line of interest along a specif metropolitan challeng or a specif theme.becaus we are all part of the challeng as well as the solut we encourag you to particip actively! you will have the opportun to explor the live condit in your own citi and compar your live environ with that of the global community.y will discov possibl solut for your city’ challeng and what it take to implement these solutions. your particip will also contribut to wider research into metropolitan region as complex systems.w invit you to take the first step in understand the principl that will be essenti to transform metropolitan region into just prosper and sustain place to live in!thi cours form a part of the educ programm of the amsterdam institut for advanc metropolitan solut and is develop by wageningen ur and tu delft two of the found univers of am institute. social scienc

introduct to biomed imagingbeginnerdiscov how medic imag technolog are complementari and what inform they provid to health professionals.imag technolog form a signific compon of the health budget of all develop economi and most peopl need advanc imag such as mri x-ray and ct scan or cat scan dure their life. mani of us are awar of the misinform sometim offer in tv drama which either exagger the benefit or overemphas the risks.thi medic imag cours provid an introduct to biomed imag and modern imag modalities. the cours also cover the basic scientif princip behind each modal and introduc some of the key applic from neurolog diseas to cancers. thi cours includ modul special design for the gener public whilst also provid some advanc modul which could contribut to profession develop in health engin and it industries.addit in the 'advanced' section in the cours you'll learn: medicin

circuit and electron 2 amplif speed and delayintermediatelearn how to speed up digit circuit and build amplifi in the design of microchip use in smartphon self-driv car comput and the internet.w to learn how to construct an amplifi for mobil phones? wonder how energi storag element like capacitor and inductor work or how to make microchip run faster? thi free circuit cours taught by edx ceo and mit professor anant agarw and colleagu is for you. thi is the second of three onlin circuit and electron cours and is taken by all mit electr engin and comput scienc eec majors. topic cover include: mosfet larg signal and small signal analysis; amplifiers; energi storag element like capacitor and inductors; and dynam of first-ord network and circuit speed. design and lab exercis are also signific compon of the course. weekli coursework includ interact video sequenc read from the textbook homework onlin laboratori and option tutorials. the cours will also have a final exam. thi is a self-pac cours so there are no weekli deadlines. howev all assign are due when the cours ends. electron

china’ polit and intellectu foundat from sage king to confuciusbeginnerlearn about china’ origin it integr earli thinker and compet state and school of thought.thi cours the first in a comprehens seri on china introduc you to the histori geographi and cultur of the country. time space and ident — endur issu in chines histori — are explored. you’ll studi china’ earli dynasti to understand how physic geographi impact it inhabit and how the mani ethnic within the countri affect chines identity. you’ll learn about china’ origin as told in ancient text and through modern archeology. you’ll explor the first dynasti dure the chines bronz age the mani facet of confucian and hi analect and the compet school of thought that followed. new polit and moral idea appear in chines cultur in thi period — idea that make up the country’ intellectu foundat and still reson today. join us to learn about china’ origin and how earli concept in chines cultur still matter in the 21st century. histori

introduct to devop and site reliabl engineeringbeginnerlearn how to start transform your organ use the principl and practic of devops.a agil practic start revolution softwar develop there ha been an increas need to bridg the gap between faster develop vs. slower deploy and oper practices. with it modern principl practic and an array of state-of-the-art autom tool devop provid a path to bring your oper into the agil manifold ultim result in faster softwar deliveri without compromis on quality.a devop process matur there is a grow need for profession with expertis in the key practic and tools. devop ha not onli open up new opportun for oper personnel but also provid them with a logic career progression. there is also an emerg of site reliabl engin as a specif implement of devops. thi cours ha been design as a first step in the journey of transform oper into an all round devop expert.if you are a manag look for guidelin on how to start transform organ and understand where to start thi cours is for you. if you aspir to make a career in the world of devop and site reliabilti engin thi cours is your start point. upon complet you should have a good understand of the foundat principl and practic of devop and site reliabl engineering.th 2018 open sourc job report from dice and the linux foundat highlight the strong popular of devop practic along with cloud and contain technologies. devop skill are in high demand and devop job are among the highest paid tech jobs. be at the forefront of revolution technolog advanc and of the learn curve. get the knowledg and skill to understand how to deploy softwar with confid agil and high reliabl use modern devop and sre practices. comput scienc

sign languag scienc factor contribut to natur structurebeginnerthi cours detail the develop of the type of grammar that occur whenev a group of peopl develop and use a sign language.in thi cours we will look at how peopl make sign languag work—and to understand thi we have to analyz the actual language. in thi cours professor ted supalla will walk you through exampl of how alter within a sign can chang it mean and how thi can affect word order in a sentence. thi is discuss under the broad term “structure” becaus a number of thing can influenc sign languag grammar. mani factor have to be consid which is whi we have to take a layer cumul approach here. languag

gender and intersectionalitybeginnergend intersect with everything. use exampl from popular cultur classic literatur and histori thi cours will teach you how to analyz religi text and tradit class divis racial inequ sexual and nation through a gender lens.understand how gender intersect with variou cultur and social concept is not onli essenti to understand gender studi as a scientif disciplin it is also an import part of move through and experienc the world as a human being. understand gender and intersection can help us understand ourselv and the world and cultur we live in. thi cours offer an excel start point for anyon come to gender studi for the first time or for those alreadi in the field who wish to brush up on the basic through a more visual experience. the cours will offer differ resourc in the form of literatur articl imag audio websit and visual text about gender in mani differ contexts. specif use exampl from popular cultur classic literatur and histori thi cours will teach you how to analyz religi text and tradit class divis racial inequ sexual and nation through a gender lens. the cours is adapt from a semest length undergradu level cours taught at the univers of iceland.bi the end of cours you will be abl to: human

digit transform in businessadvancedlearn about the explos of technolog that are transform busi and how to strateg leverag technolog to maxim the value--and minim the risk--to your firm.new technolog and “big data” have transform everi facet of busi from account to marketing. technolog like social media ecommerc platform mobil devic softwar servic the cloud artifici intellig and the internet of thing have creat new busi process and product while displac and disrupt mani others. in order to stay competit busi leader need to understand these emerg technolog assess their inher opportun and challeng and strateg maneuv the organ to maxim the value--and minim the risk--of digit transformation.thi cours will help you assess the most critic digit technolog that affect your busi sector and how you can leverag them to realiz efficiencies. we’ll discuss when and how to appropri commodit the data these technolog produc and ultim how the strateg deploy of technolog can transform an organization. busi & manag

design and creat trousersbeginnerlearn the construct and style adapt of trouser for men and women from a design and creation perspect complet the cours with your own design and made to measur finish trouser sample.design and creat trouser will teach learner how to design and make trouser for men and women by record key bodi measur develop the abil to creat uniqu design and made to measur pattern to creat uniqu garments. learner will understand how to record bodi measur use to creat trouser for men and women and develop the knowledg and skill to adapt the basic block into uniqu design with activ to creat differ waistband pocket open and differ trouser shape and designs. learner will develop the skill to creat trouser pattern and adapt pattern into individu designs; creat specif sheet for commerci pattern and manufacturing. with tutori in pattern make and sew techniqu learner will develop the skill to hand or machin sew garment to fit their own bodi shape develop the skill and knowledg to manufactur cloth includ fit analysi and adjust the fit of cloth to specif bodi shape and size. gain valuabl knowledg in the art of made to measur cloth and how to obtain a perfect fit of a garment. the skill obtain from the technic creation side of the cours will give learner the understand of garment detail and compon and provid the foundat to design a whole rang of differ trouser design leg length width pocket style and fabric use in differ casual and tailor looks. thi cours will prepar learner for a career within the fashion industri gain a foundat of knowledg to complet an undergradu programm or work within the fashion industri as a design pattern cutter merchandis or fit technologist. they will understand how to make pattern sew garment fit to a person and design skill in creat trouser to specif bodi shapes. the knowledg and skill obtain in thi cours will provid a foundat of core abil which are use within the fashion industry. design

human right human wrong challeng poverti vulner and social exclusionintermediatewith complex legal protect and vari societ norm how do we ensur right for all?from women to children to indigen peopl the right of margin group the world over are violat daily. these injustic affect not just these group but also the stabil of our world – and our collect future. join thi massiv open onlin cours to learn about the establish of human right and their linkag to mani other global issu in sustain development. use legal framework as the len the cours explor the barrier that prevent right from becom realiti in differ societies. thi cours is for: social scienc

industri 4.0 how to revolution your businessbeginneran introduct to the fourth industri revolut it' major system and technolog and how new product and servic will impact busi and society.w have wit the power of mechan in the earli nineteen centuri autom in the seventi inform and the internet in the last decades. but now the adapt of connect intellig into the busi and social fabric is advanc at an astonish speed which will complet chang the way we conduct business. in thi cours we will discuss changes/predict we forse in the futur such as: thi cours will explain how these chang will be brought about by the extens use of digit intellig which will be avail on mobil internet and pervas comput as home offic and factori becom a well knit cyber-phys system. enabl tool such as cloud comput big data internet of thing and cyber physic system are introduced. autom intellig and collabor are also discuss with particular refer to smart manufactur smart products/servic and smart citi and their opportun and challenges. thi is not a technic course; instead part of the focu is on organiz readi skill gap and compet for knowledg worker to fulli leverag the power of industri 4.0. suitabl for learner from all disciplin and interest in the mega chang to our society. busi & manag

mathtrackx polynomi function and graphsbeginnerdevelop an understand of polynomi function and graph and how these build the foundat for more complex mathemat concepts.thi cours is part one of the mathtrackx xseri program which ha been design to provid you with a solid foundat in mathemat fundament and how they can be appli in the real world.thi cours will lay down the foundat of basic mathemat vocabulari and play a role in commun key concept throughout the mathtrackx program. a central concept underpin thi cours is the mathemat concept of function. function occur throughout mathemat and an understand of them is essential.guid by expert from the school of mathemat and the math learn centr at the univers of adelaid thi cours will introduc function the algebra of number & polynomi and set of number and interv of the real number line.join us as we provid opportun to develop your skill and confid in these mathemat functions. math

sustain food secur crop productionintermediatelearn the basic of crop product and find out how to feed the futur world popul without deplet our planet’ resources!crop production: learn about agricultur and food product for the futurehow much food will be avail for humankind in the future? feed nine billion peopl in 2050 without exhaust the planetari reserv is perhap the greatest challeng human ha ever faced.in thi cours of the xseri in environment studi you will examin the principl of crop production. you will learn about the ‘avail pillar’ of global food secur that lie at the heart of food product applic to both crop and anim production. thi cours will discuss whi yield in some part of the world are lag behind and identifi the agro-ecolog driver that shape the broad divers of product systems. also key issu relat to the close of yield gap and the differ in vision of sustain will be explored.systems-bas approach at wageningen universityth univers of wageningen offer an excel combin of conduct research worldwid and educ in the area of ‘healthi food and live environment’. through it uniqu systems-bas approach to food system the institut add the phase of primari product to the broad context of global food security.thi is whi you should sign upif you want to enrich your view and action perspect relat to global food secur and food system you can sign up as a:aft success complet of both practic and grade question relat to thi cours you will:a verifi edx certif provid proof for an employ school or other institut that you have success complet thi onlin course.in thi cours you will learn about crop product from professor ken e. giller: biolog & life scienc

cannabi cultiv and processingbeginnerinvestig the cultiv and process of cannabi start from seed to a divers of end product for a global market.thi cours will cover topic relat to breed grow and process cannabis. cultiv condit plant need like light care schedul dri and cure will be discussed. learner will survey the basic of cannabi extract refin purif and other post-harvest techniques. environment studi

data model and decis in busi analyticsadvancedlearn fundament tool and techniqu for use data toward make busi decis in the face of uncertainty.in today’ world manageri decis are increasingli base on data-driven model and analysi use statist and optim method that have dramat chang the way busi oper in most domain includ servic oper market transport and finance.th main object of thi cours are the following:top cover includ probabl statist regress stochast model and linear nonlinear and discret optimization.most of the topic will be present in the context of practic busi applic to illustr it use in practice. busi & manag

data structur fundamentalsintermediatethi cours is part of a micromasters® programa good algorithm usual come togeth with a set of good data structur that allow the algorithm to manipul the data efficiently. in thi cours part of the algorithm and data structur micromast program we consid the common data structur that are use in variou comput problems. you will learn how these data structur are implement in differ program languag and will practic implement them in our program assignments. thi will help you to understand what is go on insid a particular built-in implement of a data structur and what to expect from it. you will also learn typic use case for these data structures.a few exampl of question that we are go to cover in thi cours are:w look forward to see you in thi course! we know it will make you a better programmer. comput scienc

shape work of the futurebeginnerexplor way to improv job opportun and develop a person plan for lifelong career success.ar you concern about the impact of new technolog will have on the workforce? are you interest in what you can do to build a better work for yourself and the next generation? if we take the right action we can shape the futur of work in way that meet the need of worker famili and their economi and societies. to do so we first have to understand how work is chang how firm can prosper and support good job and career and how to updat the polici institut and practic govern the world of work. the goal of thi cours is to understand the relationship between new technolog work and societi and develop plan of action for improv the job and career opportun for today and tomorrow' workforce. we'll start by look at the challeng we face today and in the near futur in regard to global and technolog chang as well as the uniqu opportun that they present. then we will take a deep dive into the histori of work and employ to understand how the it affect us today as well as to look at solut that work well in respons to similar problems. we'll look at the impact advanc in technolog are have across industri and the way in which these technolog are transform the natur of human work and skill needed. we will explor way in which we as a societi can and should shape and catalyz these new technolog to complement and augment human work rather than replac it. we'll also take you on a person journey where you will learn what employ expect in today' world of work--th skill flexibl and knowledg that are crucial for success in the contemporari workplace. we'll examin what ha to happen in order for employ worker govern and educ to come togeth to forg new polici rule and understand for govern the world of work in the 21st centuri and togeth as a class forg a new social contract of work as well as a person action plan to implement it. mani colleagu and group around the world share our deep concern for these issu and are studi how to address them in their specif settings. we invit each of you to join us and to share your insight and idea about how we can make work work better for all in the year ahead. in thi spirit we will draw on our own expert group here--ourmit task forc on work of the future. togeth we can make a differ for the next gener workforc our economi and our societies. busi & manag

design think ideat iter and communicationintermediatelearn how idea transform into solut through iter and valid along with best practic for commun your solut to stakeholders.design a success and innov solut requir creativ idea and their iteration. as critic phase of the design think process ideat and iter are often what distinguish design think from tradit or linear problem-solv approaches. thi cours part of the design think micromast program will explain and provid context and instruct on essenti ideat techniqu such as:aft ideat the solut that best address the origin problem are chosen to present. thi cours will discuss best practic for select solut and common pitfal to avoid when commun solut to a client. busi & manag

negoti strategi and stylesintermediateit describ the differ negoti strategi base on expect result and their impact on the relationship between the parti involved.th dilemma of the negoti is a phenomenon that is deriv from the tension that aris when in the light of a specif situat the optimum negoti strategi must be discerned. the term wa made popular by professor david lax and jame sebeniu of the harvard busi school to exemplifi the dilemma between cooper and compet in a negotiation.in thi cours we first analyz the structur of the dual matrix that bring forth the five negoti strategi identifi the strength and weak of each and the situat in which they work out best.w studi the behaviour that lead to each strategi in order to reflect about our negoti profil which ha histor driven us to use a preferenti strategi but which is not necessarili yield the result expected.th particip will develop compet for strateg decis make which will enabl him to achiev the greatest benefit from a negoti in term of creation of valu and satisfact between the parti involved.identifi negoti style base on the result and relationship in a negotiation.analyz the most effect strateg option in differ negoti contexts.solv complex problem that meet the interest and object of the parti involved. busi & manag

understand agribusi valu chain and consum in global food systemsintermediatelearn about the dynam busi of food and agricultur explor valu chain think and the role consum play in our rapidli evolv food systems.agribusi is at the core of most economi around the world. the busi of feed peopleremain both complex and extrem important. accord to the world bank food and agribusi is a us $5 trillion industri that repres 10 percent of global consum spending. in a global food system impact by grow popul econom growth global climat challeng disrupt technolog and evolv consum demand we must find smarter way to produc food and to oper food businesses. guid byth team at the centr for global food and resourc thi cours will introduc the concept at the heart of agribusiness; includ valu chain think the dynam of market and the chang natur of consum behavior. you will learn what it is that set agribusi apart from other busi sector and the differ between suppli chain and valu chain thinking. you will gain an understand of food market and the distinct factor that influenc them. there will be a focu on the role that consum play in the valu chain - whi they make the food choic they do and what chang food demand mean for agribusiness. thi cours will showcas australian agribusi provid genuin insight into the concept discussed. in an increasingli complex sector thi cours will help you think differ about the challeng and the opportun that lie ahead for agribusiness. busi & manag

unlock inform secur part iiintermediatecontinu learn how system are hack and defended.inform secur is everywhere: as the world becom more and more digit so it becom more and more hackable. cyber attack data breach and even cyber warfar are all veri real - so it' infinit import to understand how hacker think and act and how you can fight back.in thi cours which is the second part of the unlock inform secur program you will turn your attent to the internet: you'll start by learn about the inher vulner lurk in the multipl layer of the internet' protocol stack and then meet the first line of internet defenses. next you'll take an in-depth look at the modern cryptograph concept that are at the core of internet secur and discov the mathemat miracl that make them possible.with all thi in mind you will take a deep survey of the world wide web; understand the variou technolog behind websit how web server and web browser interact how they can be attack and how they should be defended. final you will learn about virus worm and trojans: what they are how they spread hide and attack and the arms-rac between them and the anti-viru industry.thi cours wa produc at tel aviv univers by tau onlin - learn innov center. comput scienc

human right defendersbeginnerhuman right defend have the courag to stand up against injustice. learn about their stori struggl and successes. explor how defend mitig risk take action to defend human right and how you can use your voic to join the fight too.human right defend are peopl who have the courag to stand up against injustice. in thi onlin cours you will follow their stori learn how they mitig risk and explor the creativ way they use to speak up. you will find out what drive them to take action wit what defend can achiev and discov how you can use your voic to defend your right and those of others. togeth we'll explore: you will be challeng to take part in discuss with other cours particip reflect on human right issu you care about and creat a practic toolkit that serv as a person guid to defend human rights. thi is amnesti international' third massiv open onlin course. be prepar for activ learn connect with cours particip from across the world and to becom part of a global commun dedic to take action to defend human right everywhere. thi cours is also avail in spanish french and arabic. social scienc

product design the delft design approachintermediatelearn to design meaning product and servic in thi beginn design course.do you want to learn how to design? use the delft design approach you will learn how to use a number of key design method to creat meaning product and services.thi cours is an introduct to the delft design approach offer a model and a set of signatur method from delft to teach you how to get from understand the user in context to defin a meaning design challeng and - in the end - deliv a great design! the cours challeng you to experi the design process yourself and reflect on your work with the help of student and excel teach staff from delft and industri experts.no previou knowledg of design method is requir yet some experi with design someth is helpful. thi cours ha been award with the 2015 open educ award for excel in the categori 'open mooc' by the open educ consortium. busi & manag

circuit and electron 3 applicationsintermediatelearn about cool applic op-amp and filter in the design of microchip use in smartphon self-driv car comput and the internet.w to learn how your radio works? wonder how to implement filter use resistor inductor and capacitors? wonder what are some other applic of rlc and cmo circuits? thi free circuit cours taught by edx ceo and mit professor anant agarw and mit colleagu is for you. the third and final onlin circuit and electron cours is taken by all mit electr engin and comput scienc eec majors. topic cover include: dynam of capacitor inductor and resistor networks; design in the time and frequenc domains; op-amp and analog and digit circuit and applications. design and lab exercis are also signific compon of the course. weekli coursework includ interact video sequenc read from the textbook homework onlin laboratori and option tutorials. the cours will also have a final exam. thi is a self-pac cours so there are no weekli deadlines. howev all assign are due when the cours ends. electron

vaccin from smallpox to technolog of the futureintermediategain insight in the past present and futur of global immunization.do you want to broaden your knowledg on vaccinolog or get a first well-balanc introduct to differ aspect of the vaccin field? then tune in for thi mooc!do you know vaccin have proven to be one of the most power and effect way of reduc morbid and mortal and even erad diseases? within thi mooc we will elabor on the burden of some infecti diseases. besid the histori of vaccin and the impact on mankind a modul will be dedic to vaccin immunology.y will learn more about the differ stage in vaccin develop and the sometim troublesom path to reach those most in need. big step forward have been made but there are still challeng to tackl includ the recent vaccin hesit lead to a worrisom reduct in vaccin rates.a novel vaccin platform technolog name pllav i.e. plasmid-launch live-attenu viral vaccin will be highlight as well.thi mooc is aim at all stakehold in the vaccin field like student parent scientist ngo politician and mani more. medicin

circular economi for a sustain built environmentintermediatelearn how the principl of the circular economi can be appli to the built environ rang from product and build to metropolitan and region develop strategies.build construct is one of the most wast produc sectors. in the european union construct alon account for approxim 30% of the raw materi input. in addit the differ life-cycl stage of build from construct to end-of-lif caus a signific environment impact relat to energi consumpt wast gener and direct and indirect greenhous ga emissions. the circular economi model offer guidelin and principl for promot more sustain build construct and reduc the impact on our environment. if you are interest in take your first step in transit to a more sustain manner of construct then thi cours is for you! in thi cours you will becom familiar with circular as a system multi-disciplinari approach concern with the differ scale from materi to product build citi and region. some aspect of circular that will be includ in thi cours are maxim reus and recycl level by close the materi loops. you will also learn how the circular economi can help to realign busi incent in suppli chain and how consum can be engag and contribut to the transit through new busi model enabl circular design reus repair remanufactur and recycl of build components. in addit you will learn how architectur and urban design can be adapt accord to the principl of the circular economi and ensur that construct is more sustainable. you will also learn from case studi how compani alreadi profit incorpor thi new theori into the design construct and oper of the built environment.at the end of the cours you will be abl to: architectur

agil innov and problem solv skillsadvancedlearn how to deliv greater valu through agil solut target and theori of constraint that unleash your team' innov potential.vers 2 of thi cours seri deliv beyond the origin agil certification. it includ updat content better audit and verifi learner experi and bonu video on key topics.th follow-on to thi cours seri on “advanc scrum” is expect by the end of summer 2020. ****innov product and servic chang live and have the right innov process creat an competit advantage. ultim innov is about one thing: problem solving. ****a an agil problem solver you'll need to expand your critic think skill to address the key sourc of risk in develop best solut for your new product and busi lines. the problem-solv techniqu cover begin with problem definit begin with job descript and appli the right soft skill to enhanc requir gathering. thi ensur you'r target a good problem to solv and that you understand the busi model. the cours then move on to practic such as "brainstorm and storm drain" to target new creativ solutions. you will learn how innov work on fast feedback cycl to test possibl solut and target root caus of defects. creativ think isn't a straight line and neither should the problem-solv process be a straight line. each cours of action need earli and frequent testing. ****key lesson taught in thi cours are:bi follow best practic of agil includ timebox constraint-bas think process and empathet problem solv you'll learn how to provid a sustain innov environ for your teams.whil thi cours will not make you an agil certifi practition pmi-acp or certifi scrum master csm it offer a more fundament agil certif base on agil principl and how agil innov is accomplish in industri today. you'll finish thi cours more than readi to continu your agil journey which we hope take you to the next cours in the seri on “agil leadership principl and practices.”upon success complet of thi cours learner can earn 10 profession develop unit pdu credit which are recogn by the project manag institut pmi. pdu credit are essenti to those look to maintain certif as a project manag profession pmp. ****upon success complet of thi cours learner can earn 10 profession develop unit pdu credit which are recogn by the project manag institut pmi. pdu credit are essenti to those look to maintain certif as a project manag profession pmp. engin

intern invest lawadvancedlearn the featur and dynam of an import field of intern law that grant right to foreign investor to foster states’ development.ar you awar of the controversi situat face state and foreign investor nowaday in relat to for instanc the protect of public health and the environment? do you recal recent case such as philip morri v uruguay and vattenfal v germany?in the aftermath of these high profil case and in the context of the negoti of new intern invest agreement like the ceta and the tpp local popul policy-mak and ngo have come to realiz the societ import of intern invest law. passion and sometim ill-inform discuss have result from thi realisation. they have focus on the featur of intern invest law which ha tradit grant right to foreign investor to foster states’ econom development. central to these discuss are the issu of:learn and understand the featur and dynam of intern invest law is key not onli for intern lawyer and policy-mak but it is also import knowledg for all well-inform citizens.in thi law cours you will:at the end of thi cours you’ll be abl to: law

anim and cgi motionadvancedlearn the scienc behind movi anim from the director of columbia’ comput graphic group.how do you creat realist animations? how do you predict the motion of materials? it’ key to the success of anim film to ensur wa insur audienc believ in characters.thi cours will show you how to creat lifelik anim focus on the technic aspect of cgi anim and also give you a glimps into how studio approach the art of physically-bas animation.y will learn the fundament concept of physic simul including:thes concept will be put into practic in the program assign spanning: comput scienc

terror and counterterrorismbeginnerwhat is the danger of terror and how can the world respond effectively?terror ha gone from a persist yet margin secur concern to one of the most import secur problem of our day. there are few countri that do not suffer from some form of terrorism. though mani attempt at terror fail some group wage lengthi and bloodi campaign and in except case kill hundr or even thousand in pursuit of their ends.thi cours on terror will explor the nuanc involv in defin terrorism; the natur of al qaeda hama the islam state and other import groups; the effect of differ counterterror tools; terrorist recruit counterterror and the rule of law; the polit context in south asia and the middl east; and the terrorist use of technology.for those interest in an abbrevi version of thi cours the 3-section cours terror and counterterrorism: an introduct is avail here. human

solar energi photovolta (pv) energi conversionadvancedlearn how solar cell gener electr and about the semiconductor physic and optic requir to design and manufactur solar cells.th key factor in get more effici and cheaper solar energi panel is the advanc in the develop of photovolta cells. in thi cours you will learn how photovolta cell convert solar energi into useabl electricity. you will also discov how to tackl potenti loss mechan in solar cells. by understand the semiconductor physic and optic involv you will develop in-depth knowledg of how a photovolta cell work under differ conditions. you will learn how to model all aspect of a work solar cell. for engin and scientist work in the photovolta industri thi cours is an absolut must to understand the opportun for solar cell innovation. thi cours is part of the solar energi engin micromast program design to cover all physic and engin aspect of photovoltaics: photovolta energi convers technolog and systems. we recommend that you complet thi cours prior to take the other cours in thi micromast program.audit learner can develop their skill and knowledg in relat to the abov learn object by have access to the video lectur a limit number of practic exercis and discuss forums. verifi learner are offer a number of studi tool to demonstr they have master the learn objectives. they will have access to all exercises: practic grade and exam questions. engin

inform technolog foundationsbeginnerinform technolog foundat examin it as a disciplin and it variou role and functions. the cours cover it disciplin includ system and servic network and secur script and program data manag and the busi of it. the cours also survey technolog within these disciplines.inform technolog it can be view as a system a combin of independ part all work togeth to accomplish a certain goal. system are everywhere. for exampl the respiratori circulatori nervou and other subsystem of the bodi work togeth toward the common goal of keep human alive. it is similar in that it consist of variou subsystem all work toward a common goal. inform technolog foundat will examin how the system call it help an organ advanc it busi goal and vision result in improv growth profit and productivity. the cours will explor the differ compon of it and how they work togeth as a system to support the differ aspect of an organization. specif the cours will explor differ categori of softwar such as oper system program and databases. the hardwar compon that will be examin are the structur of comput and their peripherals. the role of peopl will be an import focu of the cours describ which role are necessari for the it system to function effici and effectively. thi focu includ the variou administr role the methodolog use by peopl task with develop new system and the ethic issu that must be consid by individu involv with it. in it as with mani other system the independ part must be integr togeth to reach the common goal. thi integr is accomplish by network which encompass the core compon of hardwar softwar and users. it support and improv mani aspect of an organ includ commun both intern and extern resourc share cross-depart integr inform manag secur of organ and employe inform and organ adher to ethic practices. comput scienc

deal with power and dynam discov your leadership style and influenc stakeholdersintermediatethi cours is part of a profession certificatein our interconnect and complex world leader are face with both intern and extern stakeholders. problem have to be solv within complex network of stakehold each with their own dynam interest perspect and power. as leader engin have clear advantages: they are analyt technic skill project-bas good with number and well-us to problem-solving. howev engin cannot reli on thi skillset alon when exercis leadership in today’ world.upon complet of thi cours you will be introduc to an influenc mindset and toolkit in order to use a set of cohes strategi for deal with stakehold – both cooper and non-coop stakeholders. busi & manag

instruct design and technolog learn theoriesintermediateexplor emerg learn theori and interact technolog to creat engag experi for today’ connect students.technolog digit media and mobil access have chang how peopl learn. today’ student want to be engag and self-direct with digit content avail anytim anywhere. thi is a challeng for instruct design as they creat onlin learn experiences.a an instruct design it’ critic to understand emerg learn theori includ bloom’ taxonomi and constructiv and how they relat to the way peopl learn in our digit connect world. thi cours which is part of the instruct design and technolog micromast program explor the evolut of learn theori from tradit socrat method to emerg learn sciences. addit you will explor curriculum design model use performance-bas assess to creat effect and engag learn experiences.aft a solid foundat of how peopl learn today you will explor technology’ role in support and enhanc the teach and learn process.previ background in teach or profession develop is a plu but not required. join us and launch your career as an instruct designer. thi cours is part of the instruct design and technolog micromaster’ program from umgc. upon complet of the program and receipt of the verifi micromaster’ certif learner may then transit into the full umgc master’ program in learn design and technology. see the micromast program page for more information. educ & teacher train

algorithm design and analysi part 2intermediatewelcom to the self pace cours algorithm design and analysi part 2! algorithm are the heart of comput scienc and the subject ha countless practic applic as well as intellectu depth. thi cours is an introduct to algorithm for learner with at least a littl program experience.welcom to the self pace cours algorithms: design and analysi part 2! algorithm are the heart of comput scienc and the subject ha countless practic applic as well as intellectu depth. thi cours is an introduct to algorithm for learner with at least a littl program experience. the cours is rigor but emphas the big pictur and conceptu understand over low-level implement and mathemat details. after complet thi cours you will have a greater masteri of algorithm than almost anyon without a graduat degre in the subject.specif topic in part 2 include: greedi algorithm schedul minimum span tree cluster huffman code dynam program knapsack sequenc align optim search tree shortest path np-complet and what it mean for the algorithm design analysi of heurist local search.learn will practic and master the fundament of algorithm through sever type of assessments. there are 6 multiple-choic problem set to test your understand of the most import concepts. there are also 6 program assign where you implement one of the algorithm cover in lectur in a program languag of your choosing. the cours conclud with a multiple-choic final.ther are no assign due date and you can work through the cours materi and assign at your own pace. comput scienc

the math of data scienc linear algebraintermediatethi cours is an introduct to linear algebra. you will discov the basic object of linear algebra – how to comput with them how they fit togeth theoret and how they can be use to solv real problems.linear algebra is at the core of all of modern mathemat and is use everywher from statist and data scienc to econom physic and electr engineering. howev learn the subject is not princip about acquir comput abil but is more a matter of fluenci in it languag and theory.in thi cours we will start with system of linear equat and connect them to vector and vector space matric and linear transformations. we will be emphas the vocabulari throughout so that student becom comfort work with the differ aspects.w will then introduc matrix and vector oper such as matrix multipl and invers pay particular attent to their underli purposes. student will learn not just how to calcul them but also whi they work the way that they do.w willdiscuss the key concept of basi and dimens which form the foundat for mani of the more advanc concept of linear algebra.th last chapter concern inner product which allow us to use linear algebra for approxim solutions; we will see how thi allow for applic rang from statist and linear regress to digit audio.th relationship between linear equat matric and linear transformations; the principl of vector and matrix operations; the signific of basi and dimens of a vector space; the applic of inner product and orthogonality. math

the hardwar of a quantum computerintermediatelearn how a quantum comput could be physic build and how it could be controlled.ther is no doubt that the quantum comput and the quantum internet have mani profound applic they may chang the way we think about inform and they could complet chang our daili life.th aim of thi cours is to help you get up to speed with current progress in the transit to a quantum inform era. after an initi review of some of the basic concept and oper principl of the quantum comput and quantum internet e.g. the ket notat and quantum bit the qubit the cours will featur an extens discuss on some of the differ way qubit can be built. then we will discuss the four type of qubit that qutech focus on: topolog qubit spin qubit tran qubit and nv center qubits. the cours is a journey of discoveri so we encourag you to bring your own experi insight and thought via the forum! thi cours is author by expert from the qutech research center at delft univers of technology. in the center scientist and engin work togeth to enhanc research and develop in quantum technology. qutech academy’ aim is to inspir share and dissemin knowledg about the latest develop in quantum technology. physic

leadership focus on human flourishingintermediateit describ the element of the leadership model orient toward human flourish in order to develop leader who achiev better results.it describ the element of the leadership model orient toward human flourish in order to develop leader who achiev better results.w are face a world leadership crisi due to among other factor the volatil uncertain complex and ambigu context we are live in.th world need self-awar leader who are also awar of their environ immers in a perman learn process who are commit resili with a posit vision of the present and the futur who find mean in their life mission and who flourish by contribut to the flourish of others.thi cours will bring the necessari tool to develop a human-flourishing-oriented-leadership.identifi opportun for person improv within the five element of the leadership focus on human flourish model.develop the skill that will allow you to achiev and optim result at work.understand the relationship between happi leadership and flourishing. busi & manag

automata theoryadvancedthi cours cover the theori of automata and languages. we begin with a studi of finit automata and the languag they can defin the so-cal "regular languages." topic includ determinist and nondeterminist automata regular express and the equival of these language-defin mechanisms.w begin with a studi of finit automata and the languag they can defin the so-cal "regular languages." topic includ determinist and nondeterminist automata regular express and the equival of these language-defin mechanisms. we also look at closur properti of the regular languag e.g. the fact that the union of two regular languag is also a regular language. we consid decis properti of regular languag e.g. the fact that there is an algorithm to tell whether or not the languag defin by two finit automata are the same language. final we see the pump lemma for regular languag -- a way of prove that certain languag are not regular languages.our second topic is context-fre grammar and their languages. we learn about pars tree and follow a pattern similar to that for finit automata: closur properti decis properti and a pump lemma for context-fre languages. we also introduc the pushdown automaton whose nondeterminist version is equival in language-defin power to context-fre grammars.next we introduc the ture machin a kind of automaton that can defin all the languag that can reason be said to be defin by ani sort of comput devic the so-cal "recurs enumer languages". we shall learn how "problems" mathemat question can be express as languages. that let us defin problem to be "decidable" if their languag can be defin by a ture machin and "undecidable" if not. we shall see some basic undecid problem for exampl it is undecid whether the intersect of two context-fre languag is empty.last we look at the theori of intract problems. these are problem that while they are decid have almost certainli no algorithm that run in time less than some exponenti function of the size of their input. we meet the np-complet problem a larg class of intract problems. thi class includ mani of the hard combinatori problem that have been assum for decad or even centuri to requir exponenti time and we learn that either none or all of these problem have polynomial-tim algorithms. a common exampl of an np-complet problem is sat the question of whether a boolean express ha a truth-assign to it variabl that make the express itself true. comput scienc

c program modular program and memori managementbeginnerenh your code skill along your path to becom a profici c programm with the essenti concept of function and pointers. receiv instant feedback on your code right within your browser.in thi cours part of the c program with linux profession certif program you will be introduc to the concept of modular programming: that is divid up more complex task into manag pieces. within moment you will be code hands-on in a new browser tool develop for thi cours receiv instant feedback on your code. no need to instal anything! you will learn how to write your own function just like function in mathemat for example. you will also gain insight into a computer' architectur and learn how it memori is organized. given the vast amount of memori comput have these day how doe your program rememb where a certain variabl is stored? thi bring about the import topic of how memori is effici address insid a comput and with it the topic of pointers. pointer are often consid the most difficult part and main struggl for c program developers. we will introduc you to thi central topic with our novel and innov visual tool and show you precis how pointer work. no need to struggle! the program concept you will gain in thi cours are foundat to ani program language. by the end of thi short cours you willhav reach the third milestonein the c program with linux profession certif program unlock the door to a career in comput engineering. thi cours ha receiv financi support from the patrick & lina drahi foundation. comput scienc

entrepreneurship 102 what can you do for your customer?beginnerlearn and appli the process of entrepreneuri product design.success entrepreneurship ultim come down to three questions:th cours seri entrepreneurship 101 102 and 103 address these question one by one.entrepreneurship 102 is for you if you are creat a product or servic especi in an entrepreneuri setting. you face resourc scarciti but strive to iter quickli through reliabl insights. we’ll teach you how to do that.our approach to product design will be holistic. we’ll teach you to translat user need into product prioriti and product prioriti into experi design. we’ll base your learn process on case studi of mit entrepreneurs.thi cours is particularli use for:entrepreneurship 102 is equal valuabl for educ who teach and coach entrepreneurs. in addit the cours is relev for policymak who work to energ the innov ecosystem in their regions.if you can take entrepreneurship 102 as a team. the cours will give you a common framework to make decis lay the foundat for your long-term success. give you best to thi course. in return you will gain the confid that you too can design great products. and that’ priceless.thi cours is a pre-requisit to an attend an mit bootcamp.th cours is taught by bill aulet manag director of the martin trust center for mit entrepreneurship and erdin beshimov senior director of mit bootcampus.learn goals: busi & manag

introduct to marketingbeginneran introduct to the role of market in a competit marketplace.do you want to learn how success busi use market to increas revenu share and profitability?in an increasingli competit market market skill are vital to help organ stand out win custom build loyalti and sustain long term impact and returns.thi introduct to market cours will help you understand the role of market and introduc you to the latest tool to help creat valu and competit advantage. we explor how new busi can achiev impact through market provid you with uniqu insight to appli within your own business.learn how to build a compel valu proposit establish presenc in a market and compet effect against rivals. learn how market use segment target posit brand design price commun channel to win against competitor attract custom and build brand loyalty.us real busi as case studi you will learn how compani such as skyscann vegwar and social bite utilis market to build their brand reach new custom and futureproof their businesses.through thi cours you will develop a set of practic skill to set an enterpris apart.no previou knowledg of market is needed. all you need is an open-mind and the abil to think creatively. thi is the first of two cours that form the profession certif in digit market fundamentals. upon complet of thi cours you will be well posit to learn about digit marketing. busi & manag

origin of the human mindbeginnerlearn about the evolutionari origin of the human mind by compar our cognit featur to chimpanze our closest live relative.th human mind is an evolutionari product just like the body. howev the mind doe not remain in fossil form like bone and teeth. therefor to better studi and understand our mind their evolutionari origin we need to compar our cognit featur with those of differ live primates. thi approach is call "compar cognit scienc ccs". cc is a uniqu combin of psycholog and primatology. cc tri to give answer to the fundament question such as "what is uniqu human?" "where did it come from?” "how did we get here?” and "where do we go?" thi intens cours focus on chimpanze the closest rel of humans.thi cours cover select area of current research on ccs. we focu on behavior studi of nonhuman anim especi chimpanzees. sinc the chimpanze and the human share the latest common ancestor onli about five million year ago thi great ape provid the key to understand our nature. scienc

clinic reason processbeginnerth cours introduc the clinic reason process as it is use by clinician from differ health disciplin medicin dentistri nurs veterinari medicin and pharmacy. the cours offer a step-by-step descript and explan of the process illustr with clinic examples. thi cours is of interest to both student and health profession as they hone their knowledg and clinic reason skills.th cours introduc the clinic reason process as it is use by clinician from differ health disciplines: medicin dentistri nurs veterinari medicin and pharmacy. the cours offer a step-by-step descript and explan of the process illustr with clinic examples. thi cours is of interest to both student and health profession as they hone their knowledg and clinic reason skills.th clinic reason process wa analyz and model by six clinician from the faculti of medicin at université de montréal togeth with a cognit specialist. the result of thi research wa a model that wa first publish in the journal medic educ in april 20121. the research itself form the cornerston of the course.1 sourc : charlin b. lubarski s. millett b. crevier f. audétat m.-c. charbonneau a. cair fon n. hoff l. and bourdi c. 2012 clinic reason processes: unravel complex through graphic representation. medic educ 46: 454–463. doi: 10.1111/j.1365-2923.2012.04242.xthi onlin cours is design to simplifi a complex cognit process in order to help learner understand and appli it and help educ support them.our cours consist of seven modulesgood luck in the courseth mooc-clin reason process teach team medicin

media lawbeginnerbuild your expertis in legal framework and ethic issu surround design and digit mediaknowledg of media law is crucial for creativ and design professionals. thi cours explor a comprehens rang of topic and model such as privaci and art the digit millennium copyright act open sourc public licens creativ common digit right manag as well as work definit of fair use and the practic limit of sampling/mix in differ idiom and econom sectors. art & cultur

pivot to onlin teach research and practition perspectivesbeginnerthi cours explor research-inform effect practic for onlin teach and learn provid guidanc on how to pivot exist cours onlin while enhanc student success and engagementin thi cours particip will explor research-inform effect practic for onlin teach and learning. by enrol you will learn practic way to quickli move into teach onlin guid by top scholar and practition in the field. each modul you will watch video and read articl by onlin learn expert and particip in activ and discuss cover critic topic that will make the onlin environ a rich learn experi for your students. the instructor will synthes relev resourc to help those who are new to onlin learn and those who have experi but want to expand their skill and provid support for others. you will have the opportun to ask question share practic that have work well in onlin learn environ and receiv feedback on your teach and learn plans. given recent global develop relat to covid-19 mani have rapidli shift to move teach online. for those who have not taught onlin befor thi can be a challeng experience. fortun there is a rich research base date back over sixti year that provid insight and guidanc on the key factor that enabl success learn online. thi cours will support the pivot to onlin learn by explor the scientif literatur as well as practic action that enabl onlin success and equit outcom for all learners.whil the target audienc of the cours is postsecondari institut thi cours will be of use to anyon move into onlin teach and learning.in thi cours you will learn to: educ & teacher train

circular economi an interdisciplinari approachadvancedjoin the transit toward a circular economi consid econom suppli chain social technic manageri and environment aspects.do you want to contribut to a more sustain society? tackl the challeng in the transit toward a circular economy? in thi cours you will analys what it take to creat a circular economi includ sustain suppli chains.th transit toward a circular economi is one of the biggest challeng in order to creat a more sustain society. thi transit requir circular think and an interdisciplinari approach combin socio-techn manageri and environment considerations.right now we design product from cradl to grave: from product to consumpt to wast which is a linear model. but we should design product from cradl to cradle: in a close loop wherebi they don't becom wast but valuabl resourc again. and when we start think in circl we might as well tri to reinvent not just suppli chain but entir systems. becaus that' what we have been do with sustainability: we have been depart from the statu quo while cradl to cradl and circular push us to think outsid the box.cradl to cradl celebr abundance; it recogn that peopl just like ant and tree are abund and have a larg impact on their environment. the challeng is to make thi impact a posit one and we invit you to join thi challenge!in thi cours we therefor take a system approach to the circular economi consid differ stakehold perspect their incent structur and their impact on circular alternatives.th circular solut will be assess by use appli as well as emerg technologies. you will learn how to use life cycl assess and agent-bas model to assess the socio-techn and manag challeng and environment benefit of altern solutions.join the micromast programmethi mooc is part of two micromast programm econom and polici for a circular bio-economi and busi and oper for a circular bio-economy.both programm prepar you for the transit from fossil to renew biobas resourc and consist of 3 cours and a final project; the capstone: busi & manag

calculu 1b integrationintermediatediscov the integral—what it is and how to comput it. see how to use calculu to model real world phenomena. part 2 of 3.how long should the handl of your spoon be so that your finger do not burn while mix chocol fondue? can you find a shape that ha finit volum but infinit surfac area? how doe the weight of the rider chang the trajectori of a zip line ride? these and mani other question can be answer by har the power of the integral.but what is an integral? you will learn to interpret it geometr as an area under a graph and discov it connect to the derivative. you will encount function that you cannot integr without a comput and develop a big bag of trick to attack the function that you can integr by hand. the integr is vital in engin design scientif analysi probabl and statistics. you will use integr to find center of mass the stress on a beam dure construct the power exert by a motor and the distanc travel by a rocket. the three modul in thi seri are be offer as an xseri on edx. pleas visit singl variabl calculu xseri program page to learn more and to enrol in the modules.thi cours in combin with part 1 cover the ap* calculu ab curriculum.thi cours in combin with part 1 and 3 cover the ap* calculu bc curriculum.[learn more about our high school and ap* exam prepar cours ]http://www.edx.org/high-school-initiativethi cours wa fund in part by the wertheim fund.*advanc placement and ap are regist trademark of the colleg board which wa not involv in the product of and doe not endors these offerings. math

algorithm design and techniquesintermediatethi cours is part of a micromasters® programin thi cours part of the algorithm and data structur micromast program you will learn basic algorithm techniqu and idea for comput problem which aris in practic applic such as sort and search divid and conquer greedi algorithm and dynam programming.thi cours will cover theori including:y will practic solv comput problem design new algorithm and implement solut effici so that they run in less than a second. comput scienc

drink water treatmentintermediatelearn about urban water servic focus on convent technolog for drink water treatment.thi cours focus on convent technolog for drink water treatment. unit process involv in the treatment chain are discuss as well as the physic chemic and biolog process involved. the emphasi is on the effect of treatment on water qualiti and the dimens of the unit process in the treatment chain. after the cours one should be abl to recognis the process unit describ their function and make basic calcul for a preliminari design of a drink water treatment plant.th cours consist of 4 modules:thi cours in combin with the cours "introduct to water and climate" and "introduct to the treatment of urban sewage" form the water xseri by delftx. engin

music technolog foundationsbeginnerlearn how to use creativ technolog to make your own music and get a step closer to a career in music.w to produc and record your own music? thi cours will help you do that by show you how to appli new technolog to your own creativ practic use freewar and browser base apps. music technolog foundat draw on adelaide’ world-class pioneer expertis in make electron music to provid a great foundat to a career in music and to enabl ani learner to use technolog in creativ ways. in thi cours you’ll learn about the core principl of music technolog includ sound audio midi effect and sequencing. comput scienc

the entrepreneuri mindsetbeginneruncov the secret of think like an entrepreneur to creat valu for stakehold and societi across a varieti of busi settings.what doe it realli mean to think entrepreneurially?th entrepreneuri process isn’t onli for start-up it’ a comprehens mindset that will teach you to identifi assess shape and act on opportun in a varieti of context set and organizations. in thi entrepreneurship cours you will learn to implement the method of entrepreneuri thought & action® et&a™ – which will give you a roadmap to creat and add valu for stakehold and society.et&a™ is a tactic results-ori process that may be appli to new ventur creation as well as to promot innov within exist organ – larg small or famili own – and across profit not for profit and social ventures.th abil to ‘think like an entrepreneur’ and ‘act like an innovator’ are critic skill for success across industri and are proven tool to help distinguish you in the workplac and to acceler your career. busi & manag

risk manag and credit principlesadvancedget introduc to risk manag credit principl and busi risk as they relat to a borrower.thi cours is part 1 of the credit and credit risk analysi profession certif program from the new york institut of finance. the cours begin with an introduct to risk manag and credit principles. you will review and understand credit risk credit exposur and the goal of credit analysis. you will learn about the purpos of debt debt form and the differ between financ from debt vs. equity. in thi cours you will gain a deeper understand of the principl of credit risk includ exposur default default probabl expect loss and loss given default. import concept will be cover that will help you to effect assess busi and industri risk compani busi model market competit and the impact of risk on compani performance. you'll examin how compani measur and mitig these risks. lastli you'll review the role of credit-r agenc and the use of market-rel metric such as share price and credit spreads. at the end of the cours you'll complet a hands-on risk analysi assessment. econom & financ

structur materi select and economicsbeginnerbillion of ton of structur materi such as steel aluminum and titanium are use everi year. learn where whi and when they are used.from skyscrap to transport infrastructur structur materi domin the human landscape. learn the principl that govern their select is essenti for ani aspir or practic engineer. thi engin cours will introduc you to the key principl of structur materi select through a practic curriculum root in the real world. the principl taught are gener enough to be appli across mani domains. key point are emphas with interest exampl and anecdot from industri and academia. thi cours benefit aspir engin and student with no previou experi as well as the season professional. imag c eagar thoma engin

algorithm design and analysisintermediatelearn about the core principl of comput scienc algorithm think and comput problem solving.how do you optim encod a text file? how do you find shortest path in a map? how do you design a commun network? how do you rout data in a network? what are the limit of effici computation?thi cours part of the comput scienc essenti for softwar develop profession certif program is an introduct to design and analysi of algorithm and answer along the way these and mani other interest comput questions.y will learn about algorithm that oper on common data structur for instanc sort and searching; advanc design and analysi techniqu such as dynam program and greedi algorithms; advanc graph algorithm such as minimum span tree and shortest paths; np-complet theory; and approxim algorithms.aft complet thi cours you will be abl to design effici and correct algorithm use sophist data structur for complex comput tasks. comput scienc

mandarin chines for businessintermediatelearn common mandarin chines busi phrase and understand chines cultur so you can commun profession in the largest market in the world.tak the next step in learn mandarin chines and expand your languag skill so you can effect commun in chines business. in thi languag train cours you will learn common phrase and scenario of busi and negoti in chines speak countries. you will also learn about chines busi cultur and etiquett and the need of businessmen and women. if you enrol in the verifi track you will be abl to particip in the webinar lectur by dr. estella y. chen who will lead the discuss with a wide varieti of popular topic to accompani you to the world of chines busi cultur and trend. what' more in the verifi track we'll give you three pronunci lesson that will help you commun more smoothli and effect in a busi environment. thi cours wa develop with the assist of dr. haohsiang liao director of the chines languag program at mit. basic knowledg of mandarin chines is required. languag

arab-islam histori from tribe to empiresbeginnerlearn about the histori of the arab and muslim world dure it first millennium includ polit social and cultur aspects.y will studi thi cours in two parts. the first present the main polit event that set the chronolog framework for the cours name 6th centuri to the arriv of the ottoman in the middl east in the begin of the 16th century. the second part delv into social and cultur realiti of the mediev middl east.thi cours wa produc at tel aviv univers by tau onlin - learn innov center. human

human-comput interact i fundament & design principlesbeginnerlearn the principl of human-comput interact to creat intuit usabl interfac with establish design principl like feedback cycl direct manipul afford signifi and more.thi cours take you through the first eight lesson of cs6750: human-comput interact as taught in the georgia tech onlin master of scienc in comput scienc program. in thi cours you’ll take the first step toward be a solid hci practition and researcher. you’ll learn the fundament of how hci relat to field like user experi design user interfac design human factor engin and psychology. you’ll also learn how human-comput interact ha influenc across applic domain like healthcar and education; technolog develop like virtual and augment reality; and broader idea like context-sensit comput and inform visualization. you’ll then dive into the fundament of human-comput interaction. you’ll learn three view of the user’ role in interfac design: the behaviorist ‘processor’ view the cognitivist ‘predictor’ view and the situationist ‘participant’ view. you’ll discov how these differ view of the user’ role affect the scope we use to evalu interaction. these perspect will be crucial as you move forward in design interfac to ensur you’r consid what goe on insid the user’ head as well as in the environ around them. you’ll then learn the gulf of execut and evalu which determin how easili the user can accomplish their goal in a system and how well they can understand the result of their actions. all of user interfac design can be seen as take step to bridg these gulfs. you’ll also investig the notion of direct manipul which shorten the distanc between the user and the object they are manipul in the interface. with these tool you’ll be well-equip to start design effect interfaces. you’ll then take a deeper dive into what human are even capabl of accomplishing. you’ll learn the limit of human sens and memori and how we must be awar of the cognit load we introduc on the user while use our interfaces. cognit load can have an enorm impact on a user’ satisfact with an interfac and must be kept in mind as you begin your career as a designer. you’ll final conclud with an overview of the major design principl in human-comput interaction. curat from the work of don norman jakob nielsen ronald mace larri constantin and luci lockwood these design principl cover revolutionari idea in the design of interfaces: discover afford percept constraint error toler and more. these principl are crucial whether you move forward as a design an evalu a front-end engin or ani other role in technolog design. by the end of the cours you’ll have an understand of where hci sit in the broader field a grasp of the goal of hci and a foundat in core principl that inform interfac design. comput scienc

model and simul of multibodi systemsintermediatevehicl bicycl crane human bodi and robot are multibodi systems. learn how to model them and to comput their kinemat and dynam characterist such as veloc acceler and forces.thi cours aim at acquaint you with the model and simul of complex articul mechan system denot as multibodi system such as vehicl merry-go-round bicycl crane human bodi suspens robot manipul mechan transmiss etc.thi cours is base on 1 video clip focus on the main theoret background and concept 2 well-illustr written section give more detail about the mathemat formul and 3 question exercis and model projects.despit the intrins complex of such system in term of morpholog and motion basic skill in newtonian mechan linear algebra and numer method are suffici to model them provid that the endless and tediou comput relat to their intern kinemat and dynam are at our disposal. thi is the purpos of the symbol program robotran which can be use with thi cours and can automat gener the full set of equat of motion of mb in a symbol manner i.e. exactli as if you were write them by hand whatev the size and their morpholog complex of the application. henc thi cours will instead teach you how to interven upstream and downstream of thi gener step.upstream the latter you will learn how to translat the real system e.g. a car suspens into a virtual multibodi model compris bodi joint spring sensor constraint extern forc and torques… with a level of refin that will be dictat by the origin issue: for exampl what is the minimum tire ground forc when the car suspens is excit by a shaker?downstream the symbol gener your intervent will consist in:in sum thi cours base on the use of the robotran* symbol gener will allow you to focu on the most interest aspect of the multibodi model process by entir master your comput model from the input data to the result instead of use a black-box multibodi program that clearli goe against the educ object of such a course.enjoy multibodi dynamics!thi cours is provid in collabor with polytechniqu montréal.in thi cours devot to multibodi system you will learn how to: engin

analyt for decis makingbeginnerdiscov the foundat concept that support modern data scienc and learn to analyz variou data type and qualiti to make smart busi decisions.w to know how to avoid bad decis with data?mak good decis with data can give you a distinct competit advantag in business. thi statist and data analysi cours will help you understand the fundament concept of sound statist think that can be appli in surprisingli wide context sometim even befor there is ani data! key concept like understand variat perceiv rel risk of altern decis and pinpoint sourc of variat will be highlighted.thes big pictur idea have motiv the develop of quantit model but in most tradit statist cours these concept get lost behind a wall of littl techniqu and computations. in thi cours we keep the focu on the idea that realli matter and we illustr them with live practic access examples.w will explor question like: how are tradit statist method still relev in modern analyt applications? how can we avoid common fallaci and misconcept when approach quantit problems? how do we appli statist method in predict applications? how do we gain a better understand of custom engag through analytics?thi cours will be is relev for anyon eager to have a framework for good decision-making. it will be good prepar for student with a bachelor' degre contempl graduat studi in a busi field.opportun in analyt are abund at the moment. specif techniqu or softwar packag may be help in land first job but those techniqu and packag may soon be replac by someth newer and trendier. understand the way in which quantit model realli work howev is a manag level skill that is unlik to go out of style.thi cours is part of the busi principl and entrepreneuri thought xseries. busi & manag

energi principl and renew energyadvancedan introduct to the languag of energi key scientif principl that underpin energi system futur energi challeng and avail renew energi options.thi cours address the import global issu of transit to a sustain energi future.th cours covers: basic energi concept and terms; energi systems; the challeng of fossil-fuel greenhous ga emiss from power generation; and describ and evalu a rang of renew energi technologies. renew energi technolog analys include: bioenergi geotherm solar wind power hydropow and ocean power.thi cours is part of the sustain energi micromast series. you may take the cours as a singl cours or complet all four cours in the series. there are two enrol options: verifi enrol and audit enrolment.w recommend that you enrol in the audit enrol track first. if you wish to complet the assess task with the aim to achiev at least 70% in the final grade and a cours certif you must upgrad to the verifi enrol track and pay the verifi enrol fee within the first five week from when the cours opened. if you miss the verifi enrol upgrad deadlin you can continu with the cours as an audit learner and enrol as a verifi learner in the next run of the cours and complet the assess task then. you enrol as a verifi learner and success complet all four cours you will qualifi for the sustain energi micromast credential. a sustain energi micromast credenti is worthwhil in itself but if you wish to continu your studi the sustain energi micromast credenti could be use toward studi the master of sustain energi at the univers of queensland in brisban australia. learner who choos to enrol as verifi and pay the enrol fee will be requir to write an assign and achiev an overal pass grade of 70% or abov in order to receiv the download verifi certificate. the final examin is time and ha a weight of 30%. the written paper ha a weight of 50% is submit to turnitin a text-match softwar and is instructor-marked. if you enrol in the audit track you will have access to all the video and other resourc while the cours is open but you will not have access to the grade assess tasks. in addit audit particip will not be elig to receiv a cours certif upon complet of the course. both enrol track are valuable. howev if you decid to enrol in the verifi enrol track pleas ensur you will be abl to write a master level paper. plagiar and cheat includ i copi and past text from other sourc and ii use inform from other sourc without full and compliant referenc will result in a grade of zero. thi cours run multipl time throughout the year. energi & earth scienc

dna biology’ genet codeintermediatedna carri the defin data for life in a simpl genet code that come with it own “back-up” system. explor dna structur with us!dna encod our genet inform and is pass on within cell to maintain live organ and to produc the next generation. the recognit of dna as the genet materi and the ensu identif of it structur and code mechan were both revolutionari and foundational. these discoveri led to transform integr across the biolog scienc with a common understand of thi fundament unit of life! join thi explor of dna structur packag replic and manipulation.th cours util video lectur research articl case studi and molecular model to convey information. the cours grade will be base on question with each video lectur quizz homework and a final exam. biolog & life scienc

music for wellnessbeginnerlearn how music can help reduc stress and improv your health and well-being.y love music. you listen to music all the time. mayb you sing play an instrument or compos music. you don’t need to have music talent to use music to enhanc your well be and even your health.learn simpl techniqu to enrich your mind bodi and spirit through music. the method can be appli in your daili life particularli when you are feel down or stress out. develop by a board-certifi music therapist and a vocalist/pianist/composer/record artist special in indian music these strategi combin scienc with the wisdom of eastern philosophy.in the cours discov how to unlock your creativity. you will learn not onli how to listen to music in a new way but also how to listen to the impact that music ha on you. you will find out how to care for yourself by practic cope techniqu that are support by music that is special to you. human

mine massiv datasetsadvancedth cours is base on the text mine of massiv dataset by jure leskovec anand rajaraman and jeff ullman who by coincid are also the instructor for the course.th cours is base on the text mine of massiv dataset by jure leskovec anand rajaraman and jeff ullman who by coincid are also the instructor for the course.th book is publish by cambridg univ. press but by arrang with the publish you can download a free copi here. the materi in thi on-lin cours close match the content of the stanford cours cs246.the major topic cover include: mapreduc system and algorithm locality-sensit hash algorithm for data stream pagerank and web-link analysi frequent itemset analysi cluster comput advertis recommend system social-network graph dimension reduct and machine-learn algorithms. comput scienc

digit secur and human rightsbeginnerclaim your right and protect yourself onlinemalware. phishing. data retention. mass surveillance. we know there are real risk in the digit world but we don’t alway know what to do about them. how do these threat work? how import is digit security? where do we even start? thi cours is a start place for learn more about digit threat and how to strengthen your secur online. you don’t need to have ani technic expertise—th cours will guid you through some of the import term and concept you should know. you will learn about the key human right implic of digit secur and you will explor in-depth the right to privaci and the right to freedom of expression. a human rights-bas approach demonstr how digit secur affect and concern us all. you will be challeng to assess and reflect on your own practic take practic step to improv your onlin secur and advoc for a rights-respect digit world. be prepar for activ learn connect with cours particip from around the world and becom part of a global commun dedic to defend human right through digit security. social scienc

critic think reason decis makingbeginnerlearn to analyz event with intellectu rigor. identifi how reason decis help cope with change.mak decis in today' world a world increas in complex with broad chang and uncertainti creat the need of approach that allow us to discern the real problem and the caus that creat them. identifi these problem in most case requir challeng the assumpt on which we base our judgment regard the world and it realities. critic think could be defin as "that way of think - on ani subject content or problem - in which the thinker improv the qualiti of hi think by seiz the inher structur of the act of think and by subject them to intellectu standards". critic think help make decis within a compani select the best action for the organization. in thi cours of critic think the student will learn the tendenc approxim and assumpt on which their reflect are base and the condit and the outcom deriv from their way of thinking. thi reflect thought is the activ care and persist examin of all belief in the light of the fundament that support them and their conclusions. the reason decis that the world requir occur in mani differ area especi in busi decis relat to strategi in the solut of problem in organ in the solut of social problem and in corporations’ social and ethic responsibility. in thi onlin cours the approach will be orient to analyz the critic think requir in these areas. busi & manag

introduct to the internet of thingsbeginnerthi is a preliminari cours in which we deal with the basic of electron and program use arduino and esp boards.internet of thing iot is the present and the futur of technology. either if you have none few or some experi with electron and you want to develop it project thi cours will give you the necessari kick start to start creat amaz devic capabl of sens control physic signals. thi cours introduc it use arduino and esp boards. thi is a preliminari cours in which we deal with the basic of electron and programming. if you alreadi know the basic then the second part of thi cours will be of your interest in which we start creat smart devices. electron

trade - fundament of technic analysisbeginnerlearn how to appli technic analysi as a standalon trade methodolog or as a supplement to fundament analysi use tool that are base on price action and other technic principles.in order to appli technic analysi with confid it is import to understand the theori of technic analysi whi it’ a ration approach to market analysi and how thi disciplin relat to fundament analysi and investor psychology. to build that confid we begin with an explan of how technic analyst view the market in term of suppli and demand. we detail how the analyst develop inform about the rel strength of the bull and the bear through price chart and other tools.pric chart are one of the primari tool of technicians. chart provid a histori of market action and analyst can observ pattern in the chart. as earli as the 1930 analyst determin that certain pattern tend to preced certain price moves. thi cours review those pattern discuss how to identifi the pattern and supplement thi with concept form behavior financ to explain whi the pattern are predictive. differ chart type are present and import chart concept are explain from a practic perspective. in addit to chart technic analyst also use indic and variou theori to forecast the direct of price through the studi of past market data.w focu on defin and appli momentum indic to make buy and sell decisions. instead of simpli explain and illustr popular indic like move averag rsi macd and stochast we review histor back test result of each indic so that you can object evalu their performance.ind base on the sentiment of variou group are analyz and breadth indic are explained. in addit to indic theori applic to trade are studied. econom & financ

design think empath to understand the problemintermediatelearn how to identifi and understand product or busi problem through activ listen empathi and user-focus research.when you immers yourself in the context of the user you can uncov pain point and find opportun for improv or innov not alway evid to your audience.in thi cours part of the design think micromast program you will learn how to use simpl research methodolog includ activ listen to understand your target audienc and uncov their obviou or latent needs.emphasi will be place on observ and interview as key method to gain empathi for the user' experi and viewpoint. equip with thi understand you will be prepar to identifi and defin more accur the busi problem.y will also review case studi and discuss strategi to foster product client-stakehold relationship includ user personif context understand and empathi idea map idea that reson with your target audience. busi & manag

storytel in the workplacebeginnerlearn how to craft messag and narr that will reson with your target audienc to creat your desir outcome.when you think about the most influenti figur in your organ in your countri and in the world one of the qualiti they all like have in common is that they are except storytellers. everyon tell stories—that’ how we build commun and share ideas. howev we don’t alway tell our stori as effect as we intend to.stori or narr in the workplac may take the form of email commun propos brief project or product kickoff and presentations.in thi cours part of the commun skill profession certif program you’ll learn about the structur of a narr and how it vari depend upon the situat the medium use and the audience. in today’ world of abbrevi messag through a varieti of devic the import of craft a cohes profession and understand messag to achiev a desir outcom is more import than ever.y will learn how to creat written messag tailor to a target audienc and how to determin the specif medium through which it should be communicated.y will also studi best practic for write in all form of media common to today’ workplac focus specif on:you will also studi and analyz a varieti of messag which use differ write style direct toward specif target audiences. commun

market analyt price and promot analyticsintermediatethi cours is part of a micromasters® programin thi market cours you will learn how to price your offer as well as how to alloc your scarc market budget among differ promot vehicl to maxim their overal impact in the organization.y will also learn how to select price to maxim profit or fulfil other specif compani objectives.thi cours is taught by stephan sorger who ha held leadership role in market and product develop at compani such as oracl 3com and nasa. he ha also taught for over a decad at uc berkeley extens and is the author of two wide adopt market textbooks.thi cours will equip you with the knowledg and skill necessari to immedi see practic benefit in the workplace. analytics-bas market is increasingli import in determin a company’ spend and roi. mani entry-level posit in market now requir some basic level of knowledg in thi rapidli grow field. comput scienc

implement of data structuresintermediatelearn how to write correct and effici data structur manipul use exist standard templat librari stl of c++. get introduc to the power of stl and make your code more solid reusabl and robust.in thi comput scienc cours you will learn about implement of all major abstract data structur use object-ori program paradigm of c++.thi cours build on the basic concept develop in ‘foundat of data structures’ course.top covered:thi cours is part of the fundament of comput scienc xseri program: comput scienc

activ and citizen journal through mediabeginnerlearn how to use media to promot a social cause.media is a power tool for promot social justice. if you are an activist involv in promot or advoc for a social caus thi cours will provid you with valuabl inform and guidance. the cours will help you to identifi and pitch a newsworthi stori select appropri media for publicis your story; and assess the impact of your story. the cours also address work in an ethic way as both an activist and citizen journalist. commun

big data fundamentalsintermediatelearn how big data is drive organis chang and essenti analyt tool and techniqu includ data mine and pagerank algorithms.organ now have access to massiv amount of data and it’ influenc the way they operate. they are realiz in order to be success they must leverag their data to make effect busi decisions.in thi cours part of the big data micromast program you will learn how big data is drive organis chang and the key challeng organ face when tri to analys massiv data sets.you will learn fundament techniqu such as data mine and stream processing. you will also learn how to design and implement pagerank algorithm use mapreduc a program paradigm that allow for massiv scalabl across hundr or thousand of server in a hadoop cluster. you will learn how big data ha improv web search and how onlin advertis system work.bi the end of thi cours you will have a better understand of the variou applic of big data method in industri and research. comput scienc

sustain food secur the valu of system thinkingbeginnerlearn how to solv the 'rubik' cube' of system think and how it' appli to improv the environment sustain of food product systems!system think and environment sustainability: solv the rubik 's cubehav you ever consid how mani aspect of food product affect the natur environment? everi aspect need to be consid in attain the futur goal to produc enough food for the grow popul while at the same time preserv our planet. it' as difficult as solv a rubik' cube; chang one aspect may affect the environ in a major way.system theori or system think is a way of understand and work with the complex of sustain food product system which requir train in differ disciplin and an approach that can address thi complexity. thi environment studi cours enabl particip to appli the principl of a system approach to food product with a focu on environment sustainability.th professor at wageningen universityth univers of wageningen offer an excel combin of conduct research worldwid and educ in the area of 'healthi food and live environment'. for each cours professor from specif field of expertis are eager to teach and share the university' mission: "explor the potenti of natur to improv the qualiti of life".thi is whi you should sign upsign up as a student if you want to acquir knowledg about environment sustain and the way system think help in decision-mak in the complex of food production. after success complet of both practic and grade assign relat to thi cours you will:in thi cours you will learn about:w will analyz product system at both end of the spectrum: highli product system with rel high input and emiss to the environ and low product system with low input use and deplet of soil fertility. crop-livestock interact is a focal point. biolog & life scienc

c program pointer and memori managementbeginnercontinu build your code skill along your path to becom a profici c programm by master the concept of pointer and memori management. receiv instant feedback on your code right within your browser.in thi cours we will examin a key concept foundat to ani program language: the usag of memory. thi cours build upon the basic concept of pointer discuss in c programming: modular program and memori manag and introduc the more advanc usag of pointer and pointer arithmetic. array of pointer and multidimension array are address and you will learn how to alloc memori for your own data dure program execution. thi is call dynam memori alloc at runtim use pointers. within moment you will be code hands-on in a new browser tool develop for thi cours receiv instant feedback on your code. no need to instal anything! in thi cours you will gain experi with program concept that are foundat to ani program language. at the end of thi short cours you will reach the fourth milestonein the c program with linux profession certif program unlock the door to a career in comput engineering. thi cours ha receiv financi support from the patrick & lina drahi foundation. comput scienc

astrophys the violent universeintermediateexplor the deadliest place in the univers from black hole to supernovae.interest in explor the deadliest and most mysteri part of our universe? or investig black hole which warp the veri fabric of space-tim around them?w will look at what we know about these object and also at the mani unsolv mysteri that surround them. we will also studi white-dwarf star and neutron star where the mind-bend law of quantum mechan collid with relativity. and examin dwarf nova classic nova supernova and even hypernovae: the most violent explos in the cosmos.thi cours is design for peopl who would like to get a deeper understand of astronomi than that offer by popular scienc articl and televis shows.you will need reason high-school level math and physic to get the most out of thi course.thi is the third of four anux cours which togeth make up the australian nation university' first year astrophys program. it follow on from a cours on the greatest unsolv mysteri of the univers and a cours on exoplanets. it is not necessari to have done the previou cours first: all necessari background materi is repeat here. it is follow by a cours on cosmology. these cours compromis the astrophys xseries. learn more about the xseri program and regist for all the cours in the seri today! physic

landscap ecologyintermediatethi is the first mooc to teach landscap ecology. particip learn theori method and tool to understand the landscap we live in and to solv landscape-rel environment problems.what is a landscape? how ha it evolved? how do we perceiv landscapes? what properti are requir to make us feel at home? are you interest in these topic and want to understand how landscap function? then thi is the cours for you! we will present the disciplin of landscap ecolog where natur and social scienc meet. you will realiz how innov and collabor approach use in landscap ecolog allow land manag planner and the public to shape landscap for futur societies. we will teach you the modern tool of landscap ecolog enabl you to address fundament research questions. you will also get valuabl practic advic in solv exist real landscap issues. lead landscap ecolog professor will present case studi from around the world highlight tool and method in landscap ecolog and how they are use to solv environment problems. environment studi

iot program and big databeginnerlearn how to appli softwar solut for differ system and big data need to your iot designs.th internet of thing is creat massiv quantiti of data and manag and analys it requir a uniqu approach to program and statist for distribut data sources.thi cours will teach beginn program concept that allow connect to and implement of some function on iot devic use the python program language. in addit student will learn how to use python to process text log file such as those gener automat by iot sensor and other network-connect systems.learn do not need prior program experi to undertak thi cours and will not learn a specif program languag - howev python will be use for demonstrations. thi cours will focu on learn by work through realist examples. comput scienc

aw get start with cloud securitybeginnerlet aw solut architect start you on your journey to secur your cloud resources.data secur is on the forefront of everyone’ mind these day with data breach denial of servic attack ransomwar and malwar be common news stories. in thi cours two of amazon web services’ solut architect will provid you with a foundat understand of cloud secur complianc and the aw share respons model. they will then discuss more technic content by look at variou secur control such as ident and access manag servic directori servic network isol and connect option audit monitor encrypt and manag secrets.thi cours will cover a number of aw servic such as amazon vpc amazon cloudwatch aw cloudtrail amazon guardduti aw secur hub amazon s3 amazon eb amazon ec2 and aw secret manag among others.sever demonstr are provid throughout the cours to provid a practic exampl of the concept that have been discussed. class discuss will provid an opportun for you to interact with fellow student as well as aw train staff. comput scienc

introduct to the music businessbeginnerlearn the latest about the rapidli chang music industri from record publish and distribut to legal issu confront music commerce.thre thing are clear about today’ music industry: the consumpt of music is expand at the greatest rate in histori and from the most portal ever imagin the cost of produc music is decreas and the number of artist creat and seek to expos their work and develop career through the internet ha increas dramatically. as demand grow and internet piraci wane ad-support and subscript model will gener unpreced revenu that will surpass even the best of past earnings. and mani astut “music industry-watchers” predict a steep rise in busi activ and trade earn by the end of the decade.wheth you’r a music creator consum or facilit of thi process you’ll want to understand the histori underpin and basic of the music business. thi cours ha been develop to provid student with the latest instruct on the best way for creator consum and facilit to navig the resurg of one of the world’ most excit industries: the music business. cours author john kellogg—administr educ entertain lawyer perform and radio and televis personality—off student the opportun to learn the fundament principl of the develop new music busi for now and into the future. busi & manag

feed a hungri planet agricultur nutrit and sustainabilityintermediatehow do we creat a healthi and sustain diet for the grow world population?agricultur is more than wave field of wheat; our abil to grow food from exist natur resourc –and without decim those resourc –i key to sustain feed the world. in thi cours learn about food secur worldwid the effect of malnutrit how we manag ecosystem that provid food resourc and more. you’ll emerg from thi cours with a clear answer to the question: what can i do to make food consumpt and product more sustainable? thi cours is for:partners:thi cours is support by faculti base at cornel univers john hopkin univers rothamst research tuft univers and wageningen univers and research. environment studi

macroeconom - the basicsbeginnerexplor macroeconom and it current and futur trends.th success oper of modern econom depend on the particip of econom liter citizens. an econom liter citizen should be abl to identifi problem gather relev inform weigh cost and benefit analyz incent and make choices. student success complet thi cours will be abl to comprehend and use basic econom concept interpret major macroeconom statist explain how both monetari and fiscal polici can be use to stabil the economi and discuss macroeconom issues. econom & financ

fundament of financi mathemat and capit budgetingbeginnerget introduc to the determin of valu foundat of financi market and capit budgeting.thi cours begin with a look at the determin of value. we will cover two main approach to valu busi as go concern discount cash flow and valuat ratio includ the input need to perform the calcul and how each deal with risk.w then proceed to look at the time valu of money concept - present valu and futur valu and the role interest rate play in the calcul of each. thi cours also cover the impact of differ compound frequenc and explain the methodolog use to make comparison between interest rate base on differ compound conventions.we’l learn how to calcul the futur valu of lump sum and cash flow stream includ period certain annuiti as well as calcul the present valu of lump sum cash flow stream includ period certain annuiti and perpetuities—both constant and growing.th cours also cover in in detail the three main approach to capit budget decis payback intern rate of return and net present valu analysi includ the conceptu framework input valu and decis rule for each. we’ll wrap up thi cours with a look at the strength and weak of each of three main approach to capit budget decis and modif to payback and irr that attempt to address the shortcom of each.thi cours is part 1 of the new york institut of finance’ corpor financ & valuat method profession certificate. econom & financ

market segment analysisintermediatelearn the ten-step process to data-driven market segment analysi - develop skill that will enabl you to meet customers' need and gain competit advantage.conduct market segment analysi and commit to a long-term market segment strategi is a complex and challeng journey for ani organisation. thi cours guid you through the entir process of market segment analysi and offer a ten-step process that make custom segment effici and organised. thi cours begin with the decis to conduct market segment analysi and continu through to the final stage of evalu the success of the strategi and monitor the market for possibl changes. we also cover segment variabl such as geograph segment psychograph segment behaviour segment and demograph segmentation. in thi cours we will explor how to leverag statist concept into the organisation' segment strategi such as the hierarch cluster and partit method exploratori data analysi biclust mixtur model and regress models. the concept and skill you will gain in thi cours are relev in a wide rang of context in both the for- and not-for-profit sectors. thi cours enabl you to conduct custom segment analysis. you can replic the calcul and visualis demonstr in the custom segment modelsbi download the data and the r code. r is a free open-sourc statist comput environ and is wide acknowledg as the univers languag of comput statistics. thi cours is base on and taught by the author of the book market segment analysis: understand it do it and make it useful. you will have full access to thi valuabl resourc when you enrol in thi course. busi & manag

ap® english literatur & composit – part 2 poemsbeginnerlearn how to read and interpret poetri and enhanc your read and write skill in prepar for the ap® english literatur & composit exam.thi cours prepar you to read more deepli and write more clearli about work of literature. through an engag collect of video authent read and support materi from a varieti of sourc you will learn to appreci literatur from differ genres. you will learn about differ genr of poetri and the histori of some of our greatest poets.you will broaden your vocabulari while you sharpen your academ and creativ write skills. interact with other student will help you to refin your think about the read and write as well. you will learn to write under time pressur and have the opportun to complet practic assign that are similar to those you will find on the ap examination.ther are no prerequisites; you don’t have to take the ap exam to join the course. if you want to learn about poetri literatur and write thi cours is for you.in part two you’ll learn: human

electr optic & magnet materi and devicesintermediatein 3.15x we will explor the electr optic and magnet properti of materi and learn how electron devic are design to exploit these properties.thi cours will explain the basi of the electr optic and magnet properti of materi includ semiconductor metal organ and insul and will show how devic are built to take advantag of those properties. it is illustr with a wide rang of devic place a strong emphasi on new and emerg technologies. applic present includ diod transistor photodetector solar cell photovolta display light emit diod laser optic fiber and optic commun photon devic magnet data storag motor transform and spintronics.imag attribution: disk drive: keurt datenrettung lasers: us navi surfac warfar center comput chip: jon sullivanpart 1: part 2: part 3: engin

advanc cardiac imag cardiac comput tomographi (ct)beginnerfirst-ev cardiac ct mooc! learn essenti knowledg for cardiac ct through short video download case & forums. avail in multipl languag and provid materi to meet level 1 requir in cardiac ct.thi cours develop by the depart of diagnost radiolog the univers of hong kong in collabor with committe member of intern and nation cardiac imag societi is for radiologist cardiologist radiographers/ technologist and other health profession who want to learn more about thi imag modality. the cours follow the level 1 recommend of cardiac imag societi by cover the requir topic and provid 50 hands-on cardiac ct cases. previou experi in cardiac ct is not required.learn outcomes:a mooc on cardiovascular magnet reson will be avail on thi platform in the near future. watch thi space!acknowledg thi cours is support by the grant from sanm project of medicin in shenzhen. we would like to thank miss benedict coiffier and miss bohan fan from the depart of diagnost radiolog the univers of hong kong hku for coordin the onlin cours and the hku technology-enrich learn initi teli team for produc the educ material. we would like to express our sincer thank to our colleagu luo lin chen yan and baroc ho from the radiolog divis depart of medic imag the univers of hong kong-shenzhen hospit for translat all the text into chines and dr nitin ramamurthi and dr jhonatan bringa for their addit help.本课程由香港大学放射诊断科与国内外心脏影像学会的委员会成员合作开发，专为想进一步了解心脏成像技术的放射科医师、心内科及心外科医师、放射技师、工程师和其他医疗健康专业人士而设计。本课程根据心脏成像协会一级建议，涵盖了所需的主题，并提供50个心脏ct真实病例。学习者不要求有心脏ct的过往经验。学习成果：未来将会在这个平台上发布一个关于心血管磁共振（cmr）的课程。请留意关注!致謝 此课程获得深圳医疗卫生“三名工程”的资助。我们衷心感谢香港大学放射诊断科的benedict coiffier和范博涵协助组织在线课程，以及香港大学科创习新小组制作课程材料。我们非常感谢香港大学深圳医院医学影像中心放射科的同事罗琳、陈燕与何健龙把所有文本翻译成中文。感谢dr nitin ramamurthi 和dr jhonatan bringas的帮助。 medicin

how to design a success busi modelbeginnerthi cours is part of a profession certificatedo you want to start or grow your own busi go intern or avoid bankruptcy?in thi busi and manag cours you will learn the key step to take to design or innov your own busi model. you will learn about the trade-off to be made and the design issu that are critic for a viabl and sustain busi model.thi cours will help you answer question like "how do i creat a simpl busi model in a structur way?" and "how do i engag my user and how do i creat valu for my custom as well as revenu for my company?" busi & manag

agil softwar developmentbeginnerlearn fundament agil concept to enhanc your softwar develop skills.agil methodolog ha taken the softwar develop industri by storm. everyon want to be agil but what doe it realli mean and how do you achiev agil development?thi comput scienc cours cut beyond the agil methodolog hype and teach you the fundament agil concept that span a wide rang of methodologies. it analyz the key agil idea their benefit their limit and how best to take advantag of them to enhanc your softwar skill and show employ that you have master an essenti compon of today' it industry.th cours is divid into six parts:unlik mani present of agil method thi cours take a strictli object view of agil method enabl you to retain the best agil principl and practices. for the second runof the cours we have revis the learn materi and creat a new final exam. comput scienc

essenti of program strategi and evaluationbeginnerthi cours introduc the strateg framework that underli ani social program--wheth concern with health educ drug abus or the environment-- offer by a nonprofit organ or govern agency.th cours will take you through the essenti of nonprofit and philanthropi strategy. you will appli the basic element of strateg planning―from defin the problem through design a theori of chang to evalu outcomes―to real-world problems.y will be abl to develop strategi that will inform your work as a nonprofit leader philanthropist or polici maker and help ensur that you achiev demonstr long-term impact rather than the illus of results. philanthropi

innov from plan to productintermediatelearn how to build an innov busi model use the most effect tool includ forecast prototyp financi model and custom discovery.busi model are regard as a form of innov and not mere just a vehicl for commercialization. in thi cours student will learn about multipl busi model innov avenu and metric for assess on-go market fit and sustainability. thi cours introduc an evidence-bas approach to innov manag with the aim of provid student with the capabl to understand the strateg valu of inform and the tool and techniqu that can be use to analyz and use that inform to improv decision-making. tool include: custom discoveri prototyp financi model busi plan and forecasts. student will learn how to appli the most effect tool in develop sustain busi model by exploit viabl valid opportun in rapidli chang environ where tradit strateg manag approach are less effective. busi & manag

introduct to databas queriesbeginnerlearn the fundament of interact with relat databas manag system includ issu queri that return result set and modifi data.thi cours is an introduct to the basic concept organ and implement model of databas with an emphasi on the relat model. among the topic cover are the develop of simpl queri that retriev and mutat the data in a database. data manipul languag dml is a subset of sql that is use by databas develop to creat maintain and queri fact in the database. student gain a thorough understand of the dml syntax and the option avail when retriev fact back from the database. databas develop and administr skill are requir in most inform technolog softwar engin cybersecur and comput scienc jobs. the cours util the open-sourc relat databas mysql. mysql and it' open-sourc fork mariadb are use in million of web app to persist the applic data and provid queri processing. the appli sql lab expand on the classroom lectur to provid student with hands-on experi with a relat databas manag system rdbm and structur queri languag sql.thi cours is part of nyu' introduct to databas microbachelor program. if you success complet all the cours within the program with a pass grade of 70% or better via the verifi paid track you’ll not onli receiv a certif highlight your achiev but also have the option to collect real colleg credit includ in the price! that you can count toward a pursuit of a bachelor’ degree.th cours in thi program include: comput scienc

climat chang carbon captur and storagebeginnerexplor the technolog that can provid a long-term solut to protect our atmospher from an excess of carbon dioxid in the context of global energi our use of fossil fuel and climat change.th atmospher is a share resourc and the amount of greenhous gase it can absorb is a finit resource. thi beginn cours to the technolog of carbon captur and storag is design for a wider audienc with an interest in energi sustain and climat change. the aim of carbon captur and storag is to achiev carbon captur and storag make cheap wide avail fossil fuel ‘safe to use’ in the context of the pari climat chang agreement of 2015. it prevent their carbon dioxid emiss from enter the atmospher to store them perman and safe underground. the cours is taught by a team of lead academ at the univers of edinburgh with decad of experi in thi field. it aim to bridg the gap between the forefront of the latest develop in scienc engin geolog polici and econom and the wider public. the aim is to help you understand thi technolog object and whi it is so import in our effort against climat change. we hope the cours will make you want to find out more about climat chang mitig option and that you will continu to further educ yourself in thi area.regardless of your background the cours will teach you the key element to help you better understand engin

reservoir geomechanicsbeginnerthi interdisciplinari cours encompass the field of rock mechan structur geolog earthquak seismolog and petroleum engin to address a wide rang of geomechan problem that aris dure the exploit of oil and ga reservoirs.thi interdisciplinari cours encompass the field of rock mechan structur geolog earthquak seismolog and petroleum engin to address a wide rang of geomechan problem that aris dure the exploit of oil and ga reservoirs.th cours consid key practic issu such as predict of pore pressur estim of hydrocarbon column height and fault seal potenti determin of optim stabl well trajectori case set point and mud weight chang in reservoir perform dure deplet and production-induc fault and subsidence. the first part of the cours establish the basic principl involv in a way that allow reader from differ disciplinari background to understand the key concepts.th cours is intend for geoscientist and engin in the petroleum and geotherm industri and for research scientist interest in stress measur and their applic to problem of fault and fluid flow in the crust. energi & earth scienc

iot system architectur design and evaluationbeginnerlearn how to design and evalu architectur through iot and ai technologies.thi cours wa creat to help learner understand how to design the architectur of iot systems. iot internet of thing system are inher distribut heterogen and complic henc design architectur play an import role in determin it function and qualiti in the earli phase of development. howev design architectur is not easi becaus architect must address a number of system function and qualiti requir at the same time. thi cours will give you an understand of the concept of architectur and it will give you an approach to systemat design and evalu iot system architecture. *thi cours wa reorgan base on smart system and servic innov profession educ smarts program which is a seri of the educ program waseda univers provid in japanese. for more inform pleas visit: https://smartse.jp/en/ comput scienc

noongar languag and culturebeginnerlearn about the noongar peopl of western australia their cultur and their language.aborigin and torr strait island viewer are warn photographs/video in thi cours may contain imag of deceas person which may caus sad or distress.noongar peopl are the origin inhabit of the vast geograph area in the south-western corner of western australia. they have been there for over 45 000 years. through the millennia ancient wisdom and cultur have guid the peopl throughtheir interact with the land natur and with one another. in 1826 the noongar land wa first colonis by the british. what unfold in the year that follow wa catastroph for noongar people; the impact of which are still seen and felt today. despit thi dark histori noongar cultur ha survived. today noongar peopl are passion about preserv their cultur knowledg while embrac the chang that come with live in a contemporari society. thi cours provid an introduct to noongar cultur and language. learner will be taken on a journey through noongar boodja noongar country. they'll joinnoongar guid as they share knowledg and person experi of histori land and culture. learner will be introduc to convers noongar - learn word and phrase that can be use in simpl dialogue. we hope thi cours enhanc cultur understand and respect for the noongar peopl - and aborigin australian as a whole - more broadly. wandjoo noonakoort which means: welcom everyone! languag

sort truth from fiction civic onlin reasoningbeginnerlearn teach practic that help student becom savvi consum of digit information.fak news and misinform pose an urgent challeng to citizen across the globe. multipl studi have shine a light on people’ difficulti in distinguish truth from fiction reliabl inform from sham. as we approach the novemb 2020 elect we can expect our screen to be flood even more so with digit content that play fast and loos with the truth.with educ from around the world and faculti from mit and stanford univers you will learn quick and effect practic for evalu onlin inform that you can bring back to your classroom. the stanford histori educ group ha distil these practic from observ with profession fact-check from the nation’ most prestigi media outlet from across the polit spectrum. use a combin of read classroom practic lesson and assign you will learn how to teach the critic think skill need for make wise judgment about web sources.at the end of the cours you will be better abl to help student find reliabl sourc at a time when we need it most.educators—from teacher to librarians—wil learn about: educ & teacher train

sustain food secur food accessbeginnerlearn the basic of food access decision-making. in other word who decid what end up on your plate. spoiler alert it’ not just you!food access: learn about food suppli and food securityhav you ever consid that you’r not the onli one who decid what food end up on your plate? in thi environment studi cours you’ll explor how key actor at household local nation and intern level negoti and make choic on access to food. you will understand whi the choic you make have been predestined. and you will learn what it take to provid access to a safe and nutriti food suppli everi day.in thi cours you will learn that food access:wageningen univers is specializedth univers of wageningen offer an excel combin of conduct research worldwid and educ in the area of ‘healthi food and live environment’. the institut rank among the top dutch univers and ha score the third place in the time higher educ the world rank 2017 for research performance. learn from professor who have gain decad of experi from both teach at a special univers and real life project about access to food worldwide.thi is whi you should sign upif you want to understand the basic of access to food and food decision-mak from a multilevel perspect you can sign up as a:a verifi edx certif provid proof for an employ school or other institut that you have success complet thi onlin course.aft success complet of both practic and grade assign relat to thi cours you will: social scienc

epidem iibeginnerexplor the scienc prevent and control of epidem in thi free onlin course. in addit to lectur by lead scientist in thi field from hku thi cours will featur a supplementari modul on covid-19 and panel discuss with world lead expert in epidemics. with supplementari modul on covid-19includ our studi result final size estim for superspread cluster the chines experi for global prepared and more.“if histori is our guid we can assum that the battl between the intellect and will of the human speci and the extraordinari adapt of microb will be never-ending.” 1despit all the remark technolog breakthrough that we have made over the past few decad the threat from infecti diseas ha significantli accelerated. in thi cours we will learn whi thi is the case by look at the fundament scientif principl underli epidem and the public health action behind their prevent and control in the 21st century.thi is the second spread of infecti diseas of the four cours cover these topics:如果历史是我们的向导，我们可以认为人类的智慧和意志与微生物种惊人的适应性之间的斗争将永远持续下去。”1尽管过去的几十年间我们在科技领域取得了令人瞩目的突破，可是传染病对人类的威胁却显著增加。本课程将通过学习流行病学的基础科学原理以及预防与控制流行病的公共卫生措施，对上述现象予以阐释。这是四個课程中的第二个（傳染病的傳播）：---------------------------------------------------------------------------------------------------------------------------------------1 fauci as touchett na folker gk. emerg infecti diseases: a 10-year perspect from the nation institut of allergi and infecti diseases. emerg infect di 2005 apr; 114:519-25. medicin

sign languag scienc factor contribut to natur learningbeginnerthi cours promot a better understand of the factor that may affect how peopl learn sign language.in thi cours we will look at how multipl vari factor can account for language-learn patterns. age for exampl is a key factor that predict fluency. anoth topic of particular import to sign languag is the mind. know that spoken languag primarili activ the left hemispher in thi cours we will explor how sign languag also primarili activ the left hemisphere. languag

big data analyticsintermediatelearn key technolog and techniqu includ r and apach spark to analys large-scal data set to uncov valuabl busi information.gain essenti skill in today’ digit age to store process and analys data to inform busi decisions.in thi cours part of the big data micromast program you will develop your knowledg of big data analyt and enhanc your program and mathemat skills. you will learn to use essenti analyt tool such as apach spark and r.topic cover in thi cours include:bi the end of thi cours you will be abl to approach large-scal data scienc problem with creativ and initiative. comput scienc

achiev product-market fitbeginnerlearn how to truli know your target custom your customer’ underserv need your valu proposit your product featur set and your user experi then integr thi knowledg into product and market requir and posit plansentrepreneur and investor marc andreessen coin the term product-market fit in 2007 when he said “product-market fit mean be in a good market with a product that can satisfi that market.” while there are ampl articl that mention the term detail guidanc on how to actual achiev product-market fit is scarce.through our cours we will explor an action model that defin product-market fit use five key components. from bottom to top we will examin the layer of product-market fit begin with your target custom and transit through your customer’ underserv need your valu proposit your featur set and ultim your user experi ux.our process is an iter easy-to-follow guid through each layer to achiev product-market fit. thi process help you to articul test and revis your key hypothes about your product and the market so you can defin and improv your product-market fit.us the principl of lean product process our cours is structur in seven steps: determin your target custom identifi underserv custom need defin your valu proposit specifi your minimum viabl product mvp featur set creat your mvp prototyp test your mvp with custom and iter to improv product-market fit. busi & manag

cultur and law the east asian perspectivebeginnerexplor legal cultur in east asia confucian apolog and legal orientalism.in most western cultur person identif is base on the individu wherea in east asia the famili registri system ha been use to identifi individuals.“confucianism” is one of the common ethic valu in east asia. confucian valu place much emphasi on an individual’ moral oblig to famili members.in thi cours we will cover three themes. we will begin with identifi how confucian moral and legal reason have evolv and the uniqu aspect of the role of apolog in east asia. the cours also introduc the notion of legal orient and argu against the theori by present case relat to the advanc notion of anticipatori repudi in china a transfer price case in japan and inter-korea busi law in korea.stud and research interest in an introduct to east asian societi conflict resolut negoti studi as well as contemporari legal case in japan south korea and china are welcom to join the cours and discussions. social scienc

how to achiev the sustain develop goalsintermediateth world ha adopt an ambiti agenda the sustain develop goal to end poverti protect the planet and ensur prosper for all. learn how we can achiev these goal through care plan and engag of divers stakeholders.on septemb 25 2015 the unit nation gener assembl adopt the 2030 agenda for sustain develop along with a new set of goal collect call the sustain develop goal sdgs. thi ambiti agenda is a call to action to end poverti protect the planet and ensur that all peopl enjoy peac and prosperity. thi cours on how to achiev the sdg provid an in-depth look at plan for sdg implementation. the rang of topic cover financ polici develop role of stakehold and more. a comprehens understand of the societ transform need to achiev the sdg is conveyed. thi cours is for: environment studi

from atom to star how physic explain our worldintermediateexplor the univers through physic from the smallest micro particl to the vast of galaxies.in thi physic cours you will learn about the structur and function of our univers from the micro-world of quantum field and atom up to the mega-world of star and galaxies.y will learn about the object law govern the physic world and about method provid mainli by physic which allow us to obtain such knowledge.thi cours is taught by the nation research nuclear univers mephi one of the world leader in nuclear scienc and education. our hope is that thi cours will help boost your curios and posit influenc or even help to determin your futur profession career.thi cours is for anyon is who is curiou about how our world is construct and want to learn more about our univers and the natur surround us.knowledg of physic and mathemat is not required. basic school level will be quit enough. physic

the threat of nuclear terrorismbeginnerform secretari of defens william j. perri and a team of intern expert explor what can be done about the threat of nuclear terror in thi free cours for which you can earn a sign statement of accomplishment. thi is a self-pac version of the origin cours which ran in fall 2017.i the threat of nuclear terror real? listen to graham allison martha crenshaw david holloway and joe martz as they investig the evid with myself and select stanford students. what would be the consequ of a nuclear terror attack? the scenario is difficult to imagin but alex wellerstein and lynn eden help me and our student understand just what could happen if the worst case occur and how we can work to limit the damage. what can we do to prevent or mitig thi risk? particip as i explor thi crucial question with the help of stephen flynn rachel bronson valeri plame wilson ellen tauscher and jeffrey lewis.with the expert help of stanford onlin we are abl to bring to you thi unpreced group of expert from a wide varieti of field who share a strong commit to the urgenc of educ peopl on thi import topic. in some of the session you will also hear student activ particip in the conversation. you’ll be expos to a profound and sometim disturb bodi of research and inform and challeng to find a path forward out of thi predicament.w do not have requir read but under addit resourc you will find numer book articl web link and video to enhanc your experience. in addit we offer a "nuke in the news" section to add topicality. the more you particip the more you will get out of your experience.our cours differ from most onlin cours in a fundament way: our goal is not just to provid fact but to inspir you to take action. you have the power to make a differ and i believ thi cours will give you knowledg and hope motiv to do so. you can read more about the subject and find way to becom involv by visit the websit of the william j. perri project: www.wjperryproject.org.cours instructorsdr. william j. perri wa the 19th secretari of defens for the unit state serv from februari 1994 to januari 1997. he previous serv as deputi secretari of defens 1993-1994 and as under secretari of defens for research and engin 1977-1981. dr. perri is the michael and barbara berberian professor emeritu at stanford university. he is a senior fellow at the freeman spogli institut and the hoover institut and he serv as director of the prevent defens project. in 2013 dr. perri found the william j. perri project www.wjperryproject.org to engag and educ the public on the danger of nuclear weapon in the 21st century.graham allison is the dougla dillon professor of govern at harvard’ kennedi school and former director of the belfer center for scienc and intern affairs. he is a lead analyst of u.s. nation secur and defens polici with a special interest in nuclear weapon terror and decision-making. hi latest book destin for war: can america and china escap thucydides’ trap? wa publish by houghton mifflin harcourt in may 2017 and quickli becam a nation bestseller. dr. allison serv as assist secretari of defens in the first clinton administr and as special advisor to the secretari of defens under presid reagan. he ha the sole distinct of have twice been award the depart of defense' highest civilian award the distinguish public servic medal first by secretari cap weinberg and second by secretari bill perry.dr. rachel bronson is the execut director and publish of the bulletin of the atom scientist where she overse the publish program the manag of the doomsday clock and a grow set of activ around nuclear weapon nuclear energi climat chang and emerg technologies. she is the author of thicker than oil: america’ uneasi partnership with saudi arabia oxford press 2006. her write have appear in public such as foreign polici foreign affair the nation interest the new york time the washington post huffington post and the chicago tribune. dr. bronson ha testifi befor the congression anti-terrorist financ task forc congress’ joint econom committe and the 9/11 commission.dr. martha crenshaw is a senior fellow at stanford’ center for intern secur and cooper and freeman spogli institut and a professor of polit scienc by courtesi at stanford. she is a world-renown expert on polit terrorism. in recognit of her work the nation scienc foundation/depart of defens minerva initi award dr. crenshaw a grant for a project on "map terrorist organizations" see mappingmilitants.stanford.edu. in 2011 routledg publish explain terror a collect of dr. crenshaw' previous publish writings. most recent she co-author a book with gari lafre titl counter terrorism.dr. lynn eden is a senior research scholar emerita. she wa a senior research scholar at stanford university' center for intern secur and cooper until januari 2016 as well as the associ director for research. dr. eden' book whole world on fire: organ knowledg and nuclear weapon devast explor how and whi the u.s. government--from world war ii to the present--ha greatli underestim the damag caus by nuclear weapon by fail to predict damag from firestorms. whole world on fire won the american sociolog association' 2004 robert k. merton award for the best book in scienc knowledg and technology.dr. stephen flynn is found director of the global resili institut at northeastern univers https://globalresilience.northeastern.edu/ where he lead a university-wid research enterpris to inform and advanc societ resilience. at northeastern he is also a professor of polit scienc with affili faculti appoint in the colleg of engin and the school of public polici and urban affairs. dr. flynn is recogn as one of the world’ lead expert on both critic infrastructur and suppli chain secur and resilience. among hi most influenti public are the critic acclaim the edg of disaster: rebuild a resili nation and the nation bestsel america the vulnerable: how govern is fail to protect us from terrorism.dr. david holloway is the raymond a. spruanc professor of intern histori a professor of polit scienc and a freeman spogli institut senior fellow at stanford university. he is an expert on the develop of the soviet nuclear program and ha publish wide on thi subject. hi book stalin and the bomb: the soviet union and atom energi 1939-1956 yale univers press 1994 wa chosen by the new york time book review as one of the eleven best book of 1994 and it won the vucinich and shulman prize of the american associ for the advanc of slavic studies.dr. jeffrey lewi is the director of the east asia nonprolifer program at the middleburi institut of intern studi at monterey. previous dr. lewi serv as the execut director of the manag the atom project at the belfer center for scienc and intern affair execut director of the associ of profession school of intern affair a visit fellow at the center for strateg and intern studi and a desk offic in the offic of the undersecretari of defens for policy. he is also a research scholar at the center for intern and secur studi at the univers of maryland' school of public polici cissm.dr. joseph martz is a physicist and 35-year employe of lo alamo nation laboratori who ha focus on issu surround nuclear secur nuclear weapon and stockpil stewardship. hi earli work led to a nationwid evalu and repackag of store nuclear materi and he wa a co-develop of the ari system a mean to dismantl and safe recov plutonium from excess nuclear weapons. in addit to hi research at lo alamo dr. martz ha led nation project team includ the recent reliable-replac warhead design competit and sever complex nuclear materi experiments.ellen o’kan tauscher repres california’ 10th congression district in the east bay of san francisco for seven term from 1997-2009. she serv on the hous arm servic committe and wa chair of the strateg forc subcommitte overse the nuclear weapon stockpil and complex among other forc from 2006-2009. in 2009 tauscher wa nomin by presid barack obama and confirm by the unit state senat as under secretari of state for arm control and intern secur affairs. as under secretari of state tauscher wa respons for success close negoti of the new start treati with the russian feder in march 2010 in geneva and repres the unit state at the non-prolifer treati review confer at the unit nation in may 2010.dr. alex wellerstein is an assist professor of scienc and technolog studi st in the colleg of art and letter at the steven institut of technolog in hoboken new jersey. dr. wellerstein ha been an associ historian a postdoctor posit at the center for the histori of physic at the american institut of physic as well as a postdoctor fellow at the manag the atom project mta and the intern secur program at the belfer center for scienc and intern affair harvard kennedi school of government.valeri plame wilson : as a former career covert cia oper offic valeri plame wilson work to protect america’ nation secur and prevent the prolifer of weapon of mass destruct in particular nuclear weapons. dure her career with the cia valeri manag top-secret covert program design to keep terrorist and rogu nation state from acquir nuclear weapons. her posit involv decision-mak at senior level recruit foreign asset deploy resourc around the world manag multi-million dollar budget brief u.s. policymak and demonstr consist solid judgment in a field where mistak could prove disastr to nation security. histori

architectur algorithm and protocol of a quantum comput and quantum internetintermediatelearn the basic of quantum algorithm quantum error-correct micro-architectur compil and program languag for quantum processor and protocol for the quantum internet.in thi cours we will demonstr how a large-scal quantum processor could be built use these qubits. among the topic that we will discuss are micro-architectur compil and program languages. the cours will also cover some of the basic of quantum error-correct an essenti procedur that allow us to combat error that aris dure comput use delic qubits. to complet the stori arc from the hardwar of quantum comput to their softwar the cours will discuss the main factor that trigger the effort to build quantum comput in the first place: quantum algorithms. the cours then conclud with a discuss on the quantum internet: what is it? how can it be built? whi is it useful? the cours is a journey of discoveri so we encourag you to bring your own experi insight and thought via the forum! thi cours is author by expert from the qutech research center at delft univers of technology. in the center scientist and engin work togeth to enhanc research and develop in quantum technology. qutech academy’ aim is to inspir share and dissemin knowledg about the latest develop in quantum technology. physic

contemporari issu in world politicsbeginnerexplor major issu in world polit and learn how recent develop have challeng world order and peace.thi cours is part of the ipsamooc project a joint ventur federica weblearn - ipsa the intern polit scienc associationwithth demis of the soviet unionand the end of the cold war the world order that had been establish after the second world war began to undergo signific transformation. after a short period of euphoria dure which eastern europ wa incorpor into nato and the european union and a slightli longer-liv period of american predomin in the intern system a multi-polar system set in. develop at both the region and global level have emerg to challeng world peac and order. thi cours review the drive forc of intern politics. it first describ the post-world war ii intern order befor move on to look at it breakdown and result transformation. the cours explor thorni issu in contemporari world polit includ disord in the balkansthat result from the collaps of yugoslavia; the rise of china and the return of russia as major actor on the world stage; and the humanitariancris in bosnia and kosovo where the west interven as well as rwanda and other where it did not. we'll then conduct an analysi of the arab spring where democrat aspir mainli fail and the result disloc fan the expans of radic islam and the associ wave of global terrorism. the cours will also examin frozen conflict such as the arab-isra conflict and conclud by look at the problem of the global commons; such as climat chang pollut pandem and grow refugeechallenges. social scienc

more fun with prime numbersintermediatetak a deep dive intoprim number - one of the most mysteri and import subject in mathematics!2 3 5 7 11 13 17 19 23 29 are all prime number and they hold special significance. mathematician from ancient time to the 21st centuri have been work on prime number as they'r one of the most mysteri and import subject in mathematics. in thi cours i will present sever attract topic on prime numbers. you will learn basic concept of prime number from the beginning. they obey mysteri laws. some law are easili verifi by hand some law were discov 100 year ago and some law are yet to be discovered. surprisingli prime number are also appli to cryptographi today. you will also learn how to construct practic cryptosystem use prime numbers. the origin cours "fun with prime numbers" wa first offer in 2015 and attract mani students. thi cours will be offer as it refin and upgrad version. all the lectur video will be renew and a new topic on cryptographi will be ad so as to enliven and satisfi even the student who took the previou course. no previou knowledg of prime number is requir in thi course. calcul with a pen and paper you will explor the mysteri world of prime numbers. the cours is design to encourag you to attack unsolv problem and hope discov new law of your own in the future! math

climat chang financi risk and opportunitiesintermediateexplor the risk and opportun that climat chang present to financi market hear from a rang of invest industri leader and scientif researchers.do you want to know more about how a warm planet is chang the landscap for investing? gear toward profession work in financi market thi cours provid a solid introduct to the financi risk and opportun aris from man-mad climat change. our aim is to help you answer a simpl question: doe climat risk matter to investors? we do thi by defin the financi risk relat to climat chang and follow with the invest polici and risk manag strategi that are take shape. thi cours is also a start point for risk and strategi manag anticip the impact from the financi stabil board’ task forc on climate-rel financi disclosur tcfd ask firm to disclos the climat risk they face. in short the cours is a primer on how global capit market are respond the world’ greatest environment risk. particip will be expos to the latest think from senior leader in financi servic and multin firms. the cours is led by busi school faculti and the centr for climat financ and invest at imperi colleg london; design by invest practition for financ profession and those aspir to enter the field. climate-k is support by eit a bodi of the european union. econom & financ

mandarin chines level 2beginnerdevelop practic mandarin skillswith extens vocabulari phrase and sentenc structur use in daili commun and busi environments.in thi cours you will learn extens vocabulari for describ peopl and object make comparison and state your own perspect by use complex and vari sentenc structures. learner will focu on tone and inton with design practic and learn to build dialogu in a busi environment. after thi mandarin chines languag cours you will be abl to commun in mandarin speak countri without difficulties. if you enrol in the verifi track you will be abl to particip in the webinar lectur by dr. estella y. chen who will lead the discuss with a wide varieti of popular topic to accompani you to the world of chines busi cultur and trend. what' more in the verifi track we'll give you three pronunci lesson that will help you commun more smoothli and effect in a busi environment. supplementari tool or materi are recommend if you would like to learn written languag and stroke order of chines characters. languag

design think prototyp and user testingintermediatelearn the import of prototyp and user test solut befor go to market and how to assess and evalu solut post-launch.cr prototyp put a propos solut into action. in thi cours you will learn the valu of prototyp and user test as critic compon of the design think process. you will examin case studi to understand the iter process of prototyp and discov how new product and idea can emerg as a result.a part of the design think micromast program you will studi how to analyz and implement the result of user test to ensur your solut can fulli benefit from thi inclus and innov process. best practic for evalu solut will also be cover includ survey user evalu focu group and interviews. busi & manag

big data and educationadvancedlearn the method and strategi for use large-scal educ data to improv educ and make discoveri about learning.onlin and software-bas learn tool have been use increasingli in education. thi movement ha result in an explos of data which can now be use to improv educ effect and support basic research on learning.in thi cours you will learn how and when to use key method for educ data mine and learn analyt on thi data. you will examin the method be develop by research in the educ data mine learn analyt learning-at-scal student model and artifici intellig communities. you'll also gain experi with standard data mine method frequent appli to educ data. you will learn how to appli these method and when to appli them as well as their strength and weak for differ applications.th cours will discuss how to use each method to answer educ research question and to drive intervent and improv in educ softwar and systems. method will be cover at a theoret level and in term of learn how to appli them in python or use softwar tool like rapidminer. we will also discuss valid and generalizability; establish how trustworthi and applic the analysi results. data analysi & statist

model-bas automot system engineeringadvancedlearn how to model and simul system dynam in automot engineeringmodel control design and simul are import tool support engin in the develop of automot system from the earli studi of system concept when the system possibl doe not exist yet to optim of system performance. thi cours provid a theoret basi to model-bas control design with the focu on systemat develop mathemat model from basic physic law and to use them in control design process with specif focu on automot applications. you will learn the basic of mathemat model appli to automot system and base on the model framework differ type of control and state estim method will be introduc and applied. start from a pure state-feedback concept down to optim control method with special attent on differ automot applications. differ method for state reconstruct is also introduc and discuss in the course. exercis play an import rolethroughout the course. thi cours is aim at learner with a bachelor' degre or engin in the automot industri who need to learn more about mathemat model of automot systems. engin

introduct to hyperledg blockchain technologiesbeginnera primer to blockchain distribut ledger and hyperledg technologies.discov the power of busi blockchain and distribut ledger technolog with an overview of hyperledg andit key frameworks. all over the global market there are ledger that organ and individu alik must trust. blockchain technolog record promis trade transact or simpli item we never want to disappear allow everyon in an ecosystem to keep a copi of the common system of record. thi beginn cours is care curat for nontechn business-ori audiences. it examin blockchain for the enterpris and a number of pertin use case from hyperledg a global cross-industri commun of commun host by the linux foundat and advanc busi blockchain technologies. hyperledg is incub and promot enterpris grade open sourc busi blockchain softwar on top of which anyon can set up app to meet cross-industri needs. the cours cover key featur of blockchain technolog and the differenti between variou type of hyperledg projects. we'll start with ‘what is blockchain’ and open the discuss to identifi suitabl blockchain use case for your busi requirements. we will then take a deeper dive into the enterprise-readi hyperledg blockchain frameworksand tools. student will gain an understand of how blockchain work and how they can creat valu for their busi through cost-sav and effici in term of speed and simplicity. they will view how inform is gener store and share in variou blockchain as well as gain tool to evalu whether or not a blockchain solut would be suitabl for their particular busi case. industri today are usingblockchain technolog to increas effici and solv busi problem associ with data privaci secur inform share and inclusion. be on the cut edge; learn about these innov technologiesand bring uniqu valu to your business. busi & manag

mathtrackx integr calculusbeginnerdiscov concept and techniqu relat to integr and how they can be appli to solv real world problems.thi cours is part four of the mathtrackx xseri program which ha been design to provid you with a solid foundat in mathemat fundament and how they can be appli in the real world.thi cours will cover basic concept and techniqu relat to integr anoth fundament tool of calculus. integr is key to understand the accumul of a quantiti given it rate of change.guid by expert from the school of mathemat and the math learn centr at the univers of adelaid thi cours will cover concept and techniqu to provid a foundat for the applic of differenti in stem relat career and/or further studi at the undergradu level.join us as we provid opportun to develop your skill and confid in appli mathemat to solv real world problems. math

solar energi engin comprehens examsadvancedfin the solar energi engin program to becom a micromast graduate.in thi cours you will gain access to two final exams. the first exam cover the content of pv1x and pv2x and the second exam cover the content of pv3x and pv4x. for each exam you are given two attempts. you will be given exam prepar materi to help you prepare.th exam are offer in the format of proctor exams. to read more about proctor exam and to review the technic requir review the edx' help pages. engin

overview & manag of parkinson’ diseaseintermediateprovid an overview of parkinson’ diseas includ risk factor stage symptom medic and treatments. explor the experi of aperson with parkinson’ diseas as well as special care consider when hospitalized.ar you a nurs physic therapist or other healthcar profession who want to learn more about parkinson’ diseas and how thi movement disord is managed? here are the key area that will be address over 5 modules: medicin

sprint plan for faster agil team deliveryadvanceddr speed into ani project with priorit backlog limit work-in-process and engag the entir agil team in effect sprint planning.vers 2 of thi cours seri deliv beyond the origin agil certification. it includ updat content better audit and verifi learner experi and bonu video on key topics.th follow-on to thi cours seri on “advanc scrum” is expect by the end of summer 2020. speed is by far the most sought-aft benefit of agile. first mover advantag the econom cost of delay and the enabl effect on innov drive the search for speed. agil offer the fastest mean of attain speed: manag scope. but beyond the hype over scope manag there are key principl of non-tradit task manag that ensur the scope chosen is deliv as effici as possible.in thi cours you'll learn how to drive speed into ani project by select and limit work-in-progress through agil plan and task management. there are two principl role involv the scrum master and the product owner. howev the entir scrum team need to understand the principl behind backlog refin sprint plan and execut throughout the sprint cycle.in thi cours we'll show you how to run effect sprint plan meet that produc a sprint backlog readi to deliv on your sprint goal and releas objectives. you'll learn the power of priorit backlog item and whi we agil plan and sprint plan isn't just a manag list you work top-down in prioriti order. instead scrum team commit to achiev goal and work togeth to ensur the user stori that are highest prioriti get deliv in thi sprint so the upcom sprint isn't delayed. thi also mean understand your team capac and how to ensur safe and on-tim deliveri of the highest item on the product backlog that actual matter to your customer.whil thi cours will not make you an agil certifi practition pmi-acp or certifi scrum master csm it offer a more fundament agil certif base on agil principl and how sprint plan enabl hyper product in industri today. you'll finish thi cours more than readi to continu your agil journey which we hope take you to the next cours in the seri on “agil innov and problem solv skills.”upon success complet of thi cours learner can earn 10 profession develop unit pdu credit which are recogn by the project manag institut pmi. pdu credit are essenti to those look to maintain certif as a project manag profession pmp. engin

introduct to water and climateintermediatethi cours is part of a xseri programwat is essenti for life on earth and of crucial import for society. water also play a major role in affect climate. it natur cycl from ocean to atmospher by evapor then by precipit back to land return via river and aquif to the ocean ha a decis impact on region and global climat patterns.for student of engin climat scienc and environment studi thi cours offer a first introduct to the physic of water system and their role in climate. in addit we show you the state-of-the-art engin intervent that can be appli to water systems. these can improv coastal safeti and increas the avail of water suppli worldwide.th cours welcom student from all over the globe so we activ encourag discuss of water and climat issu you may experi in your locat now and in the come decades.aft take thi cours you will be abl to:th cours consist of knowledg clip movi exercis and exam assignments. there are opportun to discuss cours materi with your fellow student and the cours team through our onlin forum. we also provid interact feedback video session in which the lectur discuss issu rais by students.delft univers of technolog tu delft ha a uniqu reput when it come to water and climat with faculti expert in the field of climat research water manag and hydraul engineering. the cours introduc you to mani aspect of water and climate: from the micro scale of raindrop to the macro scale of ocean and from understand the physic of the differ water system to practic engin solut that may help societi adapt to the present and futur impact of climat chang on water.togeth with the cours "drink water treatment" and "urban sewag treatment" thi cours form the water xseri from the faculti of civil engin and geoscienc at tu delft. engin

the mediev iceland sagasintermediatelearn about the iceland saga the characterist literari genr of mediev iceland compris roughli 40 texts.th mediev iceland saga is an beginn cours on the singl most characterist literari genr of mediev iceland. mainli written in the 13th centuri the iceland saga are compris of roughli 40 text of vari length. in thi cours you will learn about three saga written at differ time with the aim of give an overview of the write period and the genr as a whole. these are eyrbyggja saga njál saga and gretti saga. we will explor the landscap and archaeolog of iceland to see how they can add to our understand of the saga as well as take an in-depth look at the most memor charact from the sagas. particip will have opportun to engag with an onlin commun of iceland and intern scholar learner and other to explor topic relat to iceland and nordic mediev histori beyond the cours curriculum. the mediev iceland saga cours is associ with a two-year intern master’ program in vike and mediev nors studi at the univers of iceland. human

visual presentationbeginnerlearn how impact imag can enhanc your present commun and messag to impress your audience.visu element are critic compon in effect commun and presentation. the import of imageri and how it relat to brand memori recal and awar cannot be underestimated. whether it' a document present or video use one relev imag can replac an entir section of text and be more impactful.thi cours part of the commun skill profession certif program is an introduct to key principl best practic and ethic of visual commun for profession who are not design by trade. learner will practic creat visual commun that seek to educ inform persuad and/or entertain specif target audiences. you will also analyz visual messag appear in a varieti of media and digit platforms. commun

commun engag collabor for changebeginnerlearn principl and strategi for engag with u.s.-bas and global commun through partnership research servic and learningnow more than ever peopl are seek way to affect chang in their commun — both local and around the world. thi cours is for anyon — from novic to experienc practition — who want to work more effect with commun member and organ includ through but not limit to: prepar in advanc or take thi cours simultan to get the most out of your experi by engag with commun ethic respect and sustainably. develop by a highli interdisciplinari team of u-mcont expert and faculti thi cours is design to be both engag and challeng offer an access entri into foundat topic as well as a jump off point to pursu work and further learn in effect commun engagement. it is also a toolkit and a roadmap that offer concret takeaway and resourc for work effect with communities. throughout the cours you’ll learn from experienc u-m student faculti and staff and local commun partner and you’ll have mani opportun to tri out and appli the principl and concept you’r learning. no prior commun engag experi necessary.key concept and strategi you’ll learn: social scienc

protein align analysi and structureadvancedlearn about protein and the import role structur play in their function as you learn how to analyz and align protein sequences.protein play a veri import role in all organisms. in fact most of the work that happen insid everi cell happen becaus a specif protein is employ for a specif task. often the three-dimension shape of a protein play a major role in it function. as such it is import to know the structur of all protein to have an idea of what function they perform.on of the job of a bioinformatician is to predict the three-dimension structur of a protein use onli the dna sequenc that encod it as well as determin the effect of ani mutat in the dna on the three-dimension structure/function.in thi cours part of the bioinformat micromast program you will learn about protein structur and it impact on function practic align protein sequenc to discov differ and gener model structur of protein use web and software-bas approaches. thi cours is part of the bioinformat micromaster’ program from umgc. upon complet of the program and receipt of the verifi micromaster’ certif learner may then transit into the full umgc master’ program in biotechnolog with a special in bioinformat without ani applic process or testing. see the micromast program page for more. biolog & life scienc

ai applic with watsonintermediateturbocharg your chatbot' iq and ai capabl with ibm watson discoveri and power by watson assistant. learn to use and program tool and assit servic such as tone analyz and person insight to build queri extract inform big data repositories.bi enrol in thi cours chanc are you'v studi artif intellig built chatbot and have perhap even use watson assist along the way. but did you know that you can turbocharg your chatbot' iq with ibm watson discoveri a servic design to reveal the hidden valu in your data? discoveri special in take your data--structur or unstructured--and extract from it answer and patterns.for exampl if you have a larg repositori the content of which could answer custom question you'v got the make of a great faq chatbot.in thi cours you'll learn how to build queri in discoveri which allow you to surfac answer and pattern from larg repositori of data. you'll next learn to use discoveri to extract insight from a set of hotel reviews. then to make that data come to life you'll integr discoveri with other watson servic to creat a chatbot that can tell you about the best hotel in a certain us city. by use these watson servic you'll add more layer of analysi to help you find the best hotel.you'l build your chatbot applic with the follow watson services:bi the end of thi cours you will have built a fulli function ai-pow chatbot. moreov you should be abl to appli the servic taught here to your own data set enabl you to creat sophist chatbot of your own. comput scienc

data analyt and visual in health careadvancedlearn best practic in data analyt informat and visual to gain literaci in data-driven strateg imper that affect all facet of health care.big data is transform the health care industri rel to improv qualiti of care and reduc costs--key object for most organizations. employ are desper search for profession who have the abil to extract analyz and interpret data from patient health record insur claim financi record and more to tell a compel and action stori use health care data analytics. the cours begin with a studi of key compon of the u.s. health care system as they relat to data and analytics. while we will be look through a u.s. len the topic will be familiar to global learner who will be invit to compare/contrast with their country' system. with that essenti industri context we'll explor the role of health informat and health inform technolog in evidence-bas medicin popul health clinic process improv and consum health. use that as a foundat we'll outlin the compon of a success data analyt program in health care establish a "virtuou cycle" of data qualiti and standard requir for clinic improv and innovation. the cours culmin in a studi of how visual har data to tell a power action story. we'll build an awar of visual tool and their featur as well as gain familiar with variou analyt tools. data analysi & statist

question everyth scientif think in real lifebeginnerlearn how to use math and scienc to solv everyday problems.hav you ever wonder how you can appli math and scienc skill to real life? do you wish you could go beyond what you'v learn in the classroom? thi scienc cours will advanc your knowledg as we unpack some import scientif think skill use real-world examples. by complet thi cours you will be better prepar to continu studi math and scienc at the high school level and beyond.in thi cours a collabor between the univers of queensland and brisban grammar school we will cover key scientif concept relat to:each concept will be explor through real world exampl and problem that will help you visual how math and scienc work in your life.thi cours is ideal for high school student look to challeng themselv and further develop an interest in math and science. it is also applic to high school scienc teacher look for addit materi for teaching. math

social work practic with individu famili and small groupsadvancedlearn how to assess and design appropri intervent strategi for individu famili and small groups.thi cours focus on the transact relationship between peopl and their social environments.y will learn social work practic method to restor maintain and promot social function as it relat to individu famili and small groups.thi cours integr content on multicultur divers and social justic issues. you will examin social work valu and ethic as well as issu of race ethnic gender sexual orient socio-econom statu age religion and abil as these relat to social work practice.thi cours build off of behavior and social scienc theori to inform the practic concept and skill presented. you will learn how to perform variou social work role i.e. counselor/clin social worker group facilit mediat and advoc recogn that these role must adher to social work valu and ethics. you will learn the import of develop relationship with client colleagu supervisor other profession and other constituencies. you will learn how to appli skill such as activ listen empath respond contract and critic and creativ think in practice.al phase of the social work practic intervent process i.e. engag assess intervent and evalu are present and appli with individu famili and small groups.you will learn how to assess vulner and strength in clients' live that relat to attribut e.g. abil age class color cultur ethnic famili structur gender {includ gender ident and gender expression} marit statu nation origin race religion or spiritu sex and sexual orient as well as situat and environment factor relev to the client' social functioning.y will also learn how to assess risk barrier and plan implement and monitor chang strategi and evalu techniqu in order to demonstr effectiveness.thi cours is part of the social work: practic polici and research micromast program offer by michiganx. pleas note that to complet thi program with a micromast certif you must be enrol as a verifi learner in all cours in the program by novemb 30 2020 and you must complet all assess by march 29 2021.upon complet of thi cours student use a social work practic framework will be abl to: social scienc

indian & tibetan river of buddhismintermediateexplor an overview of the histori and philosophi of buddhism throughout india south and southeast asia tibet and central asia featur the basic of the buddhist view of realiti and it educ principl of scienc mind and social ethics.th cours begin with a survey of the origin of buddhism in the indian subcontin in the mid-first millennium bce as well as it transform in the first millennium ce into the sanskrit-language-bas mahayana buddhism that permeat the monast tradit and flourish in india until around 1100 ce and that persist up topres dayin east asia central asia and vietnam. the tibetan aspect of thi cours survey the tibetan and central asian recept and develop of these indian buddhist tradit that occur in two distinct histor periods: 1 from 650 ce until ca. 850 ce and 2 from ca. 950 ce to the present. dure the first period the indians' and tibetans' massiv effort to translat into the tibetan languag the sanskrit and prakrit content of the great indian monast univers librari result in the recept and preserv in tibetan of the most essenti part of what wa destroy in india dure the persian turkish and tajik invas and occup in the earli second millennium ce. these translat also enabl that indian style of buddhism to spread into the mongolia and the manchu empir in china. in addit to address such recept and preserv wewil alsosurvey the uniqu way in which these indian form of buddhism were further develop in the tibetan and central asian cultur sphere throughout their histori and especi in the second period that began after the destruct of indian buddhism. final we will explor 20th-21st centuri manifest and develop of tibetan buddhism throughout the global modern world. although in the modern era tibet itself ha lost it buddhist cultur intern due to the chines communist occup and cultur revolut that buddhist cultur ha been maintain and develop in exil and diaspora and it worldwid spread is a remark phenomenon in the histori of american and european form of world buddhism.modul 1 modul 2 modul 3 modul 4 modul 5 modul 6 human

financi analysi for decis makingbeginnerlearn how to analyz busi opportun for their financi viabil and secur fund to start and grow your business.how do you find the money necessari to effect manag your business? how do you know if a busi opportun is worthwhile? when should you invest in a stock bond or company? do you fear the financi side of grow your organization?thi financ cours will take the mysteri out of financi analysi and help you make the right busi decisions. in order to establish your compani you need to secur funding. onc you have money you need to determin the most effici and effect use of your capital. you also need to have the knowledg to have profession and engag convers with financ profession who control access to funding.in thi cours you will discov a varieti of option for fund your busi and how to success negoti financi opportunities. you will learn how to valu and evalu idea to determin the appropri benefit and cost in order to screen them correctly. final you will learn how to valu a busi and the secur you can use to potenti fund your organization.thi cours is part of the busi principl and entrepreneuri thought xseries. busi & manag

effect commun for program and project stakehold and teamsbeginnergo beyond the commun method you learn in the project manag training. learn how to structur your program and project commun for the most effect understand by your stakehold project manag and project teams.“everyon commun but few connect” is a famou book and messag by john c. maxwel on leadership. the mean behind thi messag is that as leader of program and project we need to be not just commun but effect communicators.obtain your project manag profession pmp certif or certifi associ in project manag capm or similar project manag certif is the first step. but as you gain program manag and project manag experi you realiz that effect commun goe beyond what you learn in "a guid to the project manag bodi of knowledge" pmbok. gain a program manag certif or project manag certif such as the pmp certif equip you with the necessari project manag tool to begin your project or project manag career. there is more to effect program and project commun than what is on the pmp exam.for commun from program manag and project manag to be truli effect there must be understand beyond what you learn from your profession certification. the commun and the receiv must use feedback to determin how the messag wa receiv and if the commun creat the intend level of understand in the receiv for the commun to succeed.in thi cours you will learn about the understand triad - know-what know-how and know-why. the understand triad aid you in craft just the right level of explan for all your audiences. the understand triad will make you a more effect program manag tradit project manag agil project manag or certifi scrum master.th project manag institut inc pmi teach that project manag commun is the transfer of information. the project or program manag send messag to their project team stakehold custom and execut sponsors. if the program manag or project manag believ that commun a clear messag is enough for good commun then the manag may be fool into think their commun effort are complete. even if there is feedback the feedback is usual limit to confirm that the messag wa receiv as intended. howev commun is not mere the transmiss of information. the differ can be day month or year of wast time and effort; or success earli delivery.certifi program and certifi project manag earn 10 profession develop unit pdu as they learn how commun can make a differ in everi interact and becom a truli effect program or project manager. gain the power skill of commun in thi certif program. busi & manag

biobas product for a sustain (bio)economybeginnerdiscov how fossil fuel are be replac by renew resourc to creat sustain and biobas products.hav you everask what “biobased” mean or wonder about the key aspect in develop and commerci biobas products? thi cours will answer those question and more; highlight the opportun hurdl and drive forc of the bioeconomy.today’ industri face enormousglob challeng when it come to the fossil-bas economy. fossil resourc are no longer a desir feedstock for mani product and governments’ climat goal put variou limit to it usage. moreov consum percept ha becom an increasingli import factor.with biobas product as an altern to the fossil-bas economi the bioeconomycan provid viabl solut to these challenges.th cours describ the differ type of biomass the method of refineri and typic convers technolog use for biobas products. you'll also engag in astudi of the practic and real-lif exampl emerg in the market: biopolym bioenergi bioflavour and biosurfactants.th cours ha been develop by a team of expert from seven differ institut and univers in three differ countri all share their person perspect on the opportun and challeng face by the biobas industry. the three top-rank institut delft univers of technolog rwth aachen univers and wageningen univers & research offer addit more advanc cours to continu your learn journey: biolog & life scienc

social work practic advoc social justic and changebeginnerlearn the valu techniqu and theme social worker use to help other as well as strategi for address social justic challenges.in thi social scienc cours you will learn how social worker in the unit state engag in creat chang and support the resili of individu famili and commun in thi new era.learn will have an opportun to explor the social work profess the differ role of social worker in a rang of set the cross cut theme that guid social work practic the histori of social work and current challenges.us a social justic len learner will reflect on current challeng face the live of individu famili and commun and examin way to advoc for need changes.thi cours is part of the social work: practic polici and research micromast program offer by michiganx. pleas note that to complet thi program with a micromast certif you must be enrol as a verifi learner in all cours in the program by novemb 30 2020 and you must complet all assess by march 29 2021. social scienc

anthropolog of current world issuesbeginnerlearn to use anthropolog idea to see the world from a rang of perspect and point of view.thi cours will allow you to better understand the world around you through utilis the anthropolog lens. you will learn about the way in which anthropolog as a disciplin can shed new perspect on current world issu from indigen to migrat and materi culture.w want to challeng you to reflect on your own perspect when think about these issu how you see the world and how we all engag with differ and same on a daili basis.w will interview notabl anthropologist and follow some around the world and into their field to explor the issu the peopl they work with and their place in the world. human

buyer behaviour and analysisadvancedlearn how to analys and appli consum and buyer behaviour fundament to develop an effect market campaign.for market an understand of how a consum select purchas use and dispos of product and servic is pertin to success manag the market function.in thi cours you will learn about the role of consum behaviour within marketing. we will discuss how thi behaviour is shape by the social and cultur environ as well as a number of psycholog factors.y will learn about decision-mak process in consumpt behaviour in differ buy situations. thi will develop your abil to integr market process at a higher level.concept drawn from variou disciplin such as psycholog econom and anthropolog will be examined.thi cours is part of the curtinx micromast credenti in market in a digit world that is specif design to teach the critic skill need to be success in thi excit field. in order to qualifi for the micromast credenti you will need to earn a verifi certif in each of the five courses. commun

analysi of transport phenomena i mathemat methodsadvancedgraduate-level introduct to mathemat model of diffus convect and chemic reactions.in thi cours you will learn how to formul model of reaction-convection-diffus base on partial differenti equat and to solv them the old-fashion way by pencil and paper. you will also learn the art of approximation—how to obtain use solut by simplifi a model without sacrif the key physics. at mit 10.50 is a requir subject for all first-year graduat student in chemic engin but it also attract student from other departments. thi onlin cours is suitabl for anyon interest in learn the principl of continuum modeling. although the exampl are mostli from chemic engin no prior knowledg is assum beyond basic undergradu appli mathematics. the model concept and mathemat method you learn in thi cours will advanc your career in industri or academics. while your friend and co-work may be abl to run an experi or comput simul you will also be abl to deriv simpl formula to explain the data and guid ration design. there is grow demand for such mathemat skill in most technic career and graduat program today. attribution:bi kevin r johnson cc-by-sa-3.0 http://creativecommons.org/licenses/by-sa/3.0/ via wikimedia commons. engin

lead the organizationintermediatelearn effect strategi for develop articul and implement organiz chang initi that can help lead your organ to success.thi cours is intend for profession and manag seek new leadership respons those transit between leadership role or organ as well as current leader of organizations. our faculti and industri expert will teach you the critic concept to help you better understand oper and thrive in leadership role in your organization.w will challeng you to appli your learn in a realist simul base on real world leadership experiences. key topic include:learn through a team of award-win uq busi school faculti and instructor with decad of experi in both leadership scholarship and demand leadership positions. through a seri of engag video interview case studi written reflect peer feedback and other self-insight activ learner will develop their capac for implement meaning organiz change. busi & manag

financi program and polici part 2 program designintermediatelearn how to forecast macroeconom account and design an econom program for a case studi country.in thi macroeconom cours you will improv your skill in macroeconom polici analysi and learn to design an econom and financi program use real econom data. the financi program exercis simul what imf intern monetari fund desk economist routin do in their countri surveil and program work.in the first part of the cours modul 1–7 you will analyz the econom outlook of a countri case and then help to build a baselin scenario — name a set of project for the main macroeconom sector real extern govern and monetari that reflect the analyst’ best guess of what will happen to the economi in the come year assum no polici change.in the second part modul 8–10 you will learn and discuss how macroeconom polici can be use to address poor perform and reduc macroeconom imbalances. we will illustr the work of monetari fiscal and exchang rate polici by use a simpl keynesian model of an open economy. in the final modul you will design an imf–support lend program scenario for our countri case.financi program and polici part 2 is offer by the imf with financi support from the govern of japan. econom & financ

introduct to open sourc network technologiesbeginnerlearn technic fundament need to adopt sdn nfv disaggreg orchestr network autom and modern networking. discov use case and technic option for open networking. plu learn more about the linux foundat network projects.explor open sourc network project from the linux foundat and beyond that are shape the futur of network and telecoms. design for open sourc enthusiast univers student network architect and engin secur architect and engin and system engin thi cours offer a great introduct to open sourc networking. thi cours cover the open network stack from top to bottom; start from network hardwar disaggreg and modern 100g and 400g switch through network oper system network control virtual and orchestration. develop an understand of the use case and technic option for modern open network in enterpris servic provid and cloud providers. becom familiar with the follow open sourc network project and their use cases: comput scienc

deep learn essentialsintermediatedo you want to learn how machin can learn task we thought onli human brain could perform? then take thi deep learn cours develop by ivado mila and université de montréal an extens overview of the essenti of deep learn thi ground-break technolog alreadi preval in our live and span all sectors.gain a good understand of what deep learn is what type of problem it resolv and what are the fundament concept and method it entails. the cours develop by ivado mila and université de montréal offer diversifi learn tool for you to fulli grasp the extent of thi ground-break cross-cut technolog a critic need in the field.ivado a scientif and econom data scienc hub bridg industri academ and govern partner with expertis in digit intellig design the cours and the world-renown mila ralli research special in deep learn creat the content. mila’ founder and ivado’ scientif director yoshua bengio also a professor at université de montréal is a world-lead expert in artifici intellig and a pioneer in deep learn as well as the scientif director of thi course. he is also a joint recipi of the 2018 a.m. ture award “the nobel prize of computing” for conceptu and engin breakthrough that have made deep neural network a critic compon of computing.deep learn is an extens of machin learn where machin can learn by experi without human intervention. it is larg influenc by the human brain in the fact that algorithm or artifici neural network are abl to learn from massiv amount of data and acquir skill that a human brain would. thu deep learn is now abl to tackl a larg varieti of task that were consid out of reach a few year ago in comput vision signal process natur languag process robot and sequenti decision-making. becaus of these recent advanc variou industri are now deploy deep learn model that impact variou econom sector such as transport health financ energi as well as our daili life in general.if you are a profession a scientist or an academ with basic knowledg in mathemat and program thi mooc is design for you! atop the rich deep learn content discov issu of bia and discrimin in machin learn and benefit from thi sociotechn topic that ha proven to be a great eye-open for many.at the end of the mooc particip should be abl to: comput scienc

teach & learn in the divers classroombeginnerthrough real stori reflect and key research learn how to creat and sustain inclus student-cent learn environments.u.s.-bas and higher education-cent thi is a five-week instructor-pac cours that offer an inclus teach framework with multipl entri point for reflect and explor of the research on learn and diversity. anchor in the live experi of student and faculti includ your we invit you to explor strategi for inclus cours design student-cent pedagog practic facilit learn across differ and chang effort that support student engag achiev and belongingness. come with a cours of your own in mind and design for inclus as you make your way through teach & learn in the divers classroom.y will explore:th research on mooc is clear that “take the cours with a friend” increas motiv to complete. if you are plan to form a learn commun to take the cours as a cohort request our facilitator' guide.if you complet the cours success you will be abl to: educ & teacher train

migrat to the aw cloudintermediatelearn how to migrat your on-premis applic and workload to the aw cloudthi four week cours focus on migrat workload to aws. we will focu on analyz your current environ plan your migrat and discuss the actual migrat steps. we will also survey aw tool and servic that will acceler your migrat to aws.hands-on lab are avail though not requir for thi class. access to the lab is limit to paid enrol students. you can audit thi cours without take the labs. as we dive into each of the servic cover in thi class there will be link to document where you can find exampl applic and code samples. comput scienc

iot network and protocolsbeginnerlearn about iot network and the protocol and standard associ with the internet and how these appli to the iot.th internet of thing iot is expand at a rapid rate and it is becom increasingli import for profession to understand what it is how it work and how to har it power to improv your business.in thi cours we will focu on how the iot works. you will learn about iot network and explor how ‘things’ connect to it includ whether the connect and process is local fog or remot cloud.w will explor data network connect type layer model and analyz iot protocol and standards.you’l also learn how to evalu differ infrastructur compon and network system and how to go about design a basic network for your own iot ideas. comput scienc

american prophet the inner life and global vision of martin luther king jr.beginnerthi cours look at martin luther king' life through the document that have surviv from the past.martin luther king jr. wa a minist turn civil right activist known throughout the world as an inspir orat and a passion advoc of nonviol civil disobedience. yet what do we know about the inner work of the man who inspir so many? how can we learn from hi person document to better understand hi hope and fear as well as hi drive?dur thi captiv cours professor clayborn carson will walk you through a journey of discoveri follow dr. king’ thought and step through atlanta albani selma and memphis. each lesson will explor a few document from the martin luther king jr. paper project — a comprehens collect of king’ most signific correspond sermon speech publish write and unpublish manuscripts. you will learn an essenti techniqu of histor analysis: the use of primari sourc document as window into the past.you will also view on-loc film of place dr. king spent time bring to life the stori of hi journey with person commentari from professor carson and eyewit interviews. follow dr. king’ extraordinari path from the bench of ebenez baptist church to the step of the lincoln memori and becom re-inspir by the man the minist the leader.dr. clayborn carson the professor who teach thi cours is offer weekli zoom call for student interest in discuss the materi further. call are everi monday from 12:30-1:30 pst.student can join by video chat at https://stanford.zoom.us/j/809831146. all are welcome. histori

china’ first empir and the rise of buddhismbeginnerlearn about the qin and han dynasti and how buddhism and idea of self-real influenc the mediev period.thi cours the second in a collect on chines histori and cultur address how the qin dynasti conquer china and establish a new system of govern and how the han dynasti built a stabl central empir that last for hundr of years. we cover the earli histori of buddhism in china and how the rise feudal aristocraci respond to the loss of empir by look inward. in thi period the qin forg a new unifi empir discov new way of mobil the popul and introduc the imperi ideolog of “cosmic resonance”. howev thi earli dynasti wa short-liv and soon gave way to the han. though the han struggl with mani tension — central vs. region feudal vs. bureaucraci — it last much longer than the qin and establish a stabl relationship between chines societi and the state. later aristocrat cultur and concern around self-actu becam import in chines culture. buddhism wa also establish in thi period and learner will discov how that religion spread throughout the country. join us to learn about china’ first unifi empir and how the relationship to the self evolv with the spread of aristocrat cultur and buddhism. histori

quantum mechan a first courseadvancedlearn about wavefunct and their probabilist interpret how to solv the schrödinger equat for a particl move in one-dimension potenti scatter central potenti and the hydrogen atom.in thi quantum physic cours you will learn the basic of quantum mechanics. we begin with de brogli wave the wavefunct and it probabl interpretation. we then introduc the schroding equat inner product and hermitian operators. we also studi the time-evolut of wave-packet ehrenfest’ theorem and uncertainti relations.next we return to the schroding equat solv it for import class of one-dimension potentials. we studi the associ energi eigenst and bound states. the harmon oscil is solv use the differenti equat as well as algebra use creation and annihil operators. we discuss barrier penetr and the ramsauer-townsend effect.fin you will learn the basic concept of scatter – phase-shift time delay levinson’ theorem and reson – in the simpl context of one-dimension problems. we then turn to the studi of angular momentum and the motion of particl in three-dimension central potentials. we learn about the radial equat and studi the case of the hydrogen atom in detail.thi cours is base on mit 8.04: quantum mechan i. at mit 8.04 is the first of a three-cours sequenc in quantum mechan a cornerston in the educ of physic major that prepar them for advanc and special studi in ani field relat to quantum physics.aft complet 8.04x you will be readi to tackl the master quantum mechan cours on edx which will be avail in spring 2021. physic

urban sewag treatmentintermediatelearn about urban water servic focus on basic sewag treatment technologies.thi cours will focu on basic technolog for the treatment of urban sewage. unit process involv in the treatment chain will be describ as well as the physic chemic and biolog process involved. there will be an emphasi on water qualiti and the function of each unit process within the treatment chain. after the cours one should be abl to recognis the process unit describ their function and make simpl design calcul on urban sewag treatment plants.th cours consist of 6 modules:thi cours in combin with the cours "introduct to water and climate" and "introduct to drink water treatment" form the water xseri by delftx. engin

do gender and whi it mattersbeginnerunderstand gender realiti through an in-depth consider of "sex" and "gender" as cultur social and legal phenomena impact societi and how they interact with structur of power and violenc use an interdisciplinari lens.multipl expert from across faculti at the univers of hong kong and profession engag in gender-rel develop in asia will address the way in which gender is understood construct and performed. draw from a varieti of perspect – cultur studi econom educ law linguist psycholog public health polit social polici and sociolog - we begin by question mean of gender in differ cultur set and histor moments. what do the represent of our current use categori such as man woman transgend queer cisgend bisexu or intersex mean in differ contexts? how are convers about gender take place in asia and how do they converg or diverg from those happen elsewhere? the cours is a compar interdisciplinari and cross-sector convers which encourag reflect think about practic of gender. it court and question the fixiti of languag tradit law and practic as well as the resili of stereotyp bias and structur which perpetu myth hierarchi and discrimination. unravel the interlinkag between these convers and categori equip you with the skill need to identifi recogn and reject outmod or bias construct of gender as well as the power hierarchi these emb within social relations. we will examin whi gender equiti is so import and yet hard to achieve. we scrutin social and legal construct of gender which continu to oper as though gender is binari and explor a more inclus approach which reflect the gender continuum within the context of entrench power structures. through understand gender and it relat with societi we look for solut to erad gender discrimin and gender-bas violence. addit as digit technolog play an ever-increas role in contemporari construct of social realiti of peopl the cours look into how if at all these network commun offer new express of gender as perform and the way in which these replic reproduc or refashion tradit gender categori and roles. then we turn to challeng our everyday practic of gender and how they colour our approach assumpt and bias consciou and unconsci about the ‘other’? the cours invit scrutini of the practic and perform of gender self and others. at the same time it is a remind that gender is not just about ident but also about power. the cours examin manifest and caus of gender inequ and it inextric link to structur and institut forc of discrimination. to better understand the interact between ident and power we look at gender-bas violence. the #metoo movement ha expos not onli the depth and scale of violenc but also unmask the asymmetri of power. power and privileg are enjoy by a select group while the voic of other remain invis and ignored. we conclud by look at local nation and global effort to address gender dispar in societi in variou domains. we invit you to reflect on the cours materi and to connect them to your daili life. how can your new understand about gender gener a rippl of chang around you? social scienc

principl of semiconductor devic part i semiconductor pn junction and bipolar junction transistorsintermediatean intuit approach to oper principl of semiconductor devices.th cours cover pn junction diod optic sensor solar cell led and bipolar junction transistors.a a topic of studi semiconductor devic offer auniqu challeng due to the complex mathemat involved. in thi cours we takea more intuit approach to explor the underli concepts.eschew mathemat we use engag anim to help you visual the work principl of mani common semiconductor devices. whether you are complet new to the subject or an experienc engin thiscours will give you a differentperspect and a new way to look at the behavior of semiconductor devices. reduc the relianc of equat doe not mean the depth of the materi is sacrificed. in fact the cours provid evenmor in-depth explan of key concepts.w shift the focu from quantit evalu the behavior of semiconductor devic to intuit visual the semiconductor devic actions. in addit the courseoff a widearray of content - from basic pn junction to modern nano-electron circuit and systems. besid cover the exist technolog the cours also explor the develop of the industri into the future. electron

19th-centuri opera meyerb wagner & verdibeginnerlearn the music and cultur impact of three canon opera from the 1800 le huguenot da rheingold and otello.travel through central europ in the 1800 to experi the premier of meyerbeer’ le huguenot wagner’ da rheingold and verdi’ otello. a complement to our cours on 18th-centuri opera you’ll be introduc to opera through an in-depth studi of these canon works. you’ll learn about the music detail of each opera and the cultur influenc of the work by understand the circumst of it composit premier perform and it legaci and signific today. first step insid the pari opéra in 1836 for the premier perform of giacomo meyerbeer’ grand opera le huguenots. go behind the scene to discov the peopl and technolog that made thi type of opera such a thrill combin of music and spectacl import in it time but little-known today. you’ll learn about the characterist of opera from thi period those involv in produc the premier and the social context surround le huguenots. then journey to bayreuth in 1876 for the first product of richard wagner’ da rheingold the open opera of hi four-part saga der ring de nibelungen. discov how wagner use music theme to tell thi mythic stori and learn about the advanc in stage technolog that brought thi work to life. final travel to milan in 1887 for the premier of giusepp verdi’ second-to-last opera otello. learn how verdi’ music approach to thi shakespearean tragedi hi first opera after a fifteen-year hiatu wa influenc by the operat innov of hi contemporari richard wagner. enrol now to get to know the music of these three amaz opera the 19th-centuri cultur context in which they were perform and how they remain relev in today’ complex music landscape. music

quantit market researchbeginnerlearn how to design a quantit market research project and implement specif method interpret data and come up with market decisions.market research is crucial to market manag as it help answer crucial market question use data. in thi cours we introduc quantit market research techniqu in conjunct with key market concepts. the particip is introduc to the design implement and interpret of quantit market research projects. the particip is introduc to the concept of valu and willingness-to-pay along with how to use auction to estim this. we then cover conjoint analysi where the concept of valu as a function of differ attribut is discussed. we then move on to cluster analysi where we discuss market segment base on differ valu proposit that differ custom may seek. final we discuss ethic issu in market research go beyond it technic aspects. busi & manag

solar energi integr of photovolta system in microgridsadvancedlearn how to integr a photovolta system into a microgrid of your design.photovolta system are often place into a microgrid a local electr distribut system that is oper in a control way and includ both electr user and renew electr generation. thi cours deal with dc and ac microgrid and cover a wide rang of topic from basic definit through model and control of ac and dc microgrid to the applic of adapt protect in microgrids. you will master variou concept relat to microgrid technolog and implement such as smart grid and virtual power plant type of distribut network market control strategi and components. among the compon special attent is given to oper and control of power electron interfaces. you will be familiar with the advantag and challeng of dc microgrid which are still in an earli stage. as a verifi learner you will also have the opportun to master the topic of microgrid through an exercis in which you will evalu select pilot site where microgrid were deployed. the evalu will take the form of a simul assign and includ a peer review of the results. thi cours is part of the solar energi engin micromast program design to cover all physic and engin aspect of photovoltaics: photovolta energi convers technolog and systems.verifi learner will have the ad benefit of evalu differ strategi to control multipl invert and to analyz local control to improv stability. engin

autom softwar test unit test coverag criteria and design for testabilityintermediatelearn the softwar test techniqu tool and best practic requir to deliv high-qual software.softwar testingget a bad rap for be difficult time-consum redund and abov all - boring. but in fact it is a proven way to ensur that your softwar will work flawlessli andcan meet releas schedules. in a two-cours seri we will teach you autom softwar test in an inspir way. we will show you that test is not as daunt a task as you might think and how autom test will make you a better develop who program excel software. thi first cours will teach you specification-bas test boundari test test adequaci and code coverag unit vs system test mock object design for testabl and test code quality. thi is a highli practic course. throughout the lesson you will test variou program by mean of differ techniques. by the end you will be abl to choos the best test strategi for differ projects. if you are or want to becom a five-star softwar develop qa engin or softwar tester join thi course. test will never be the same again! comput scienc

agil mindset introductionbeginnerthi is a brief introduct about what agil mindset is it valu and understand how you can use agil practis at your work. thi also lead the way to take the next step on continu your agil journey.hav an ‘agil mindset’ is all about embrac a mental or approach that believ in adapt to chang learn through failur and encourag feedback to bring in consist improvement. agil attitud is all about learn and continu improv to attain mileston in business.bas there is a conceptu differ between ‘do agile’ & ‘be agile’. practic agil is actual ‘do agile’ and have an agil mindset is all about ‘be agile’.bas there is a conceptu differ between ‘do agile’ & ‘be agile’. practic agil is actual ‘do agile’ and have an agil mindset is all about ‘be agile’.fost an agil cultur in an organ is a continu and ongo process of drive chang in behavior norm to develop an agil mindset.thi short cours will introduc an agil mindset and how it is be implement and foster across rolls-royce.bi the end of thi session you will be abl to: data analysi & statist

tropic coastal ecosystemsbeginnertak the challeng and understand problem and solut to manag tropic coastal ecosystems.do you want to develop the skill and knowledg need to help preserv tropic coastal ecosystems? these habitat provid good and servic for hundr of million of peopl but human activ have led to their global decline. tropic101x will introduc you to the incred plant and anim that creat these uniqu ecosystems. you will go on to explor the challeng these ecosystem are face such as overfish coastal pollut ocean warm and acidif then learn about some techniqu be use to tackl these problems. lectur will be deliv by lead experts. mani of them were film on-sit in the great barrier reef at the univers of queensland' research station on heron island. the cours conclud with an innov virtual ecolog project where you will have the option to take part in a citizen scienc project. join us on an excit journey as you develop new knowledg and skill dure thi beauti and engag course! biolog & life scienc

modern china’ foundat the manchu and the qingbeginnerlearn how the manchu conquer the qing and establish the last of the imperi dynasties.thi cours part of a comprehens seri on china look at the qing state in the earli 1600 and the challeng that the manchu face as minor rulers. while live in chines citi and surround by chines cultur — a cultur that wa far more sophist than their own — the manchu struggl to hold onto their ident as a conquest people. we'll look at the last period of ascend for china befor the modern era. we’ll cover china in the 18th centuri under the kangxi yongzheng and qianlong emperor — a period in which the size of the empir nearli doubles. the qing wa the last dynasti befor the foundat of the modern republ and set the stage for everyth that will come after. join us to learn about thi critic era in chines histori an era that set the stage for a truli modern china. histori

autonom mobil robotsintermediatebas concept and algorithm for locomot percept and intellig navigation.robot are rapidli evolv from factori workhors which are physic bound to their work-cel to increasingli complex machin capabl of perform challeng task in our daili environment. the object of thi cours is to provid the basic concept and algorithm requir to develop mobil robot that act autonom in complex environments. the main emphasi is put on mobil robot locomot and kinemat environ percept probabilist map base local and map and motion planning. the lectur and exercis of thi cours introduc sever type of robot such as wheel robot leg robot and drones.thi lectur close follow the textbook introduct to autonom mobil robot by roland siegwart illah nourbakhsh david scaramuzza the mit press second edit 2011. comput scienc

introduct to sociologybeginnerfrom femin to marxism and function thi cours offer a fresh perspect on sociolog topic like cultur gender sexual race class and more. thi cours will cover topic found on the clep sociolog exam.veri often we see hear or experi thing that seem "strange" and incomprehens to us. we start to wonder about the world around us ask question like: “how do certain peopl becom billionair when other are homeless? whi do human worship god or form families? what make kill in war accept but not in ani other situation?”if you have ever wonder about these issu and/or other you aren’t alone. similar question have been ask sinc the begin of histori and search for object answer use scientif research is the goal of sociology. thi cours is design to look critic and analyt through differ sociolog perspect includ the functionalist interactionist conflict and feminist to help us realiz the extent to which societi guid our thought and actions. the cours materi provid a fresh new look at societi and cultures—mor object full of inquiri and analysi strive toward social justic and change. sociolog urg us to draw connect between public issu and person problem to see the strang as familiar and the familiar as strang and to examin biographi in a histor and social context.issu of inequ social class race sexual orient disabl age and gender are critic examin within a global perspect in thi course. you do not need ani prior knowledg of sociolog theori or method to take thi class. bring your life experi and knowledg and see how the sociolog imagin will allow you to dispel cultur myth and refram reality. thi cours will cover topic found on the clep sociolog exam. social scienc

cellular solid part 1 structur properti and engin applicationsadvancedlearn how to model the mechan properti of honeycomb and foam and to appli the model to materi select in engin design.in thi engin cours we will explor the process and structur of cellular solid as they are creat from polym metal ceram glass and composites. we will deriv model for the mechan properti of honeycomb and foam and we will discov how the uniqu properti of these materi can be exploit in applic such as lightweight structur panel energi absorpt devic and thermal insulation.th cellular solids: structur properti and engin applic cours provid a gener understand of cellular solids. follow thi modul learner will be prepar to take one or both add-on modul to learn more about applic in medicin and to cellular materi in nature:taken togeth these three modul provid similar content to the mit subject 3.054: cellular solids: structur properti and applications. engin

introduct to statist method for gene mappingadvancedlearn about statist method use to identifi genet variant respons for phenotypes.thi data cours is a primer to statist genet and cover an approach call linkag disequilibrium map which analyz non-famili data and ha been success use to identifi genet variant associ with common and complex genet traits.w hope mani student find thi beginn cours interest and are motiv to studi further topic in statist genet to understand biolog variat from statist standpoints.previ knowledg of molecular genet and basic statist concept such as statist test and estim is required. basic knowledg on genet variat is offer at the start of the course. data analysi & statist

mandarin chines level 3intermediateadv your mandarin chines by tackl differ topic in dynam busi scenario with extens vocabulari and compound sentenc structures.draw from the skill you develop inpreviouscours in thi seri you will learn how to address yourself more properli in differ busi circumstances. in mandarin chines level 3 you will advanc your mandarin chines with extens vocabulari and complex sentenc structur base on dynam busi scenarios. you will not onli learn to respond correctli but also to deliv your point of view and convey a clear idea in mandarin chinese. if you enrol in the verifi track you will be abl to particip in the webinar lectur by dr. estella y. chen who will lead the discuss with a wide varieti of popular topic to accompani you to the world of chines busi cultur and trend. what' more in the verifi track we'll give you three pronunci lesson that will help you commun more smoothli and effect in a busi environment. previou knowledg of mandarin chines is needed. languag

databas advanc topic in sqlbeginnerthi cours is one of five self-pac cours on the topic of databas origin as one of stanford' three inaugur massiv open onlin cours releas in the fall of 2011. the origin "databases" cours are now all avail on edx.org.about the databas seri of courses"databases" wa one of stanford' three inaugur massiv open onlin cours in the fall of 2011. it ha been offer in synchron and then in self-pac version on a varieti of platform continu sinc 2011. the materi is now be offer as a set of five self-pac cours which can be taken in a varieti of way to learn about differ aspect of databases. relat databas and sql is the most popular cours in the databas series. it is applic to learner seek to gain a strong understand of relat databas and to master sql the long-accept standard queri languag for relat databas systems. addit cours focu on advanc concept in relat databas and sql formal foundat and databas design methodolog and semistructur data.al of the cours are base around video lectur and demos. mani of them includ quizz between video segment to check understand in-depth standalon quizz and/or a varieti of automatically-check interact exercises. each cours also includ an unmoder discuss forum and pointer to read and resources. the cours are describ briefli below. taught by professor jennif widom the overal curriculum draw from stanford' popular longstand databas course.whi learn about databasesdatabas are incred preval -- they underli technolog use by most peopl everi day if not everi hour. databas resid behind a huge number of websites; they'r a crucial compon of telecommun system bank system video game and just about ani other softwar system or electron devic that maintain some amount of persist information. in addit to persist databas system provid a number of other properti that make them except use and convenient: reliabl effici scalabl concurr control data abstract and high-level queri languages. databas are so ubiquit and import that comput scienc graduat frequent cite their databas class as the one most use to them in their industri or graduate-school careers.stanford' onlin offer in databas is now avail as a set of five self-pac courses:databases: relat databas and sqldatabases: advanc topic in sql prerequisite: relat databas and sqldatabases: olap and recursiondatabases: model and theorydatabases: semistructur data comput scienc

data for effect polici makingbeginnertak control of data and gain a better understand of the tool use in public polici plan manag and evaluation.in thi age of inform data is avail everywher and grow at an exponenti rate. how can we make sens of all thi data? how do we take advantag of data when make decisions? how do we use data to help us guid the manag and plan of our policies?wheth you are a citizen or a policymak learn the answer to these question can benefit you greatly.in thi cours you will strengthen your abil to use understand and interpret data. use the "number for development" and "caribbean data portal" platform develop by the idb - which present data and socioeconom indic from the latin american and caribbean region - you will be abl to understand how to improv the decision-mak process in public management.at the end of the cours you will have gain the tool to navig data perform and interpret visual and understand the differ type of data analysi accord to the polici to be implemented.relax it' not a statist course! howev you will acquir the knowledg necessari to interpret graph statist report and understand their language. and most importantli you will learn the foundat to be abl to base your decis on verifi data beyond intuition.th cours is base on real-lif exampl so that you can understand the differ concept and methodolog in a simpl practic and enjoy way. use variou use activ you will be abl to appli the acquir knowledg and practic with data and graphs. also we will show you real idb case to promot analysi and present the realiti to which expert from the region and the caribbean are exposed. you will also face some creativ challeng that will allow you to measur your abil on a higher level of difficulty.th cours ha read and video that enabl you to gener a better understand of cours topic and particip in the discuss forum with a strong basis; open up area for discuss with your colleagu around the issu and challeng rais dure the course.84% of student have state that the cours content ha help them improv their abil to formul implement and/or evalu public policies.fin thi cours is "self-paced". it mean that if you choos to pay for the verifi certif you will be abl to take the cours in a maximum term of about three month from april 2 to decemb 18 2020.important: you can choos between audit the cours or obtain a verifi certificate. if you take the "audit" option you will have free access to all cours materi for ten week but you will not be abl to particip in the assess activities. if you'd instead obtain a verifi certif you will have access to the assess activ until the close date of the cours and you will be abl to view the cours materi for an unlimit time.bi the end of thi cours you will be abl to: math

c program use linux tool and librariesintermediatelearn how to use profession tool and librari to write and build c program within the linux oper system. receiv instant feedback on your code right within your browser.thi seventh and final cours in the c program with linux profession certif program will allow you to develop and use your c code within the linux oper system. use librari in c is a fundament concept when it come to share code with others. in addit to compil and link you will also learn how to pass argument to an execut program. within moment you will be code hands-on in a new browser tool develop for thi cours provid instant feedback on your code. no need to instal anything! as you embark on your futur career as a programm you will be abl to continu your code adventur with profession code environ use by c programm around the world. at the end of thi short cours you will have complet the c program with linux profession certif program unlock the door to a career in comput engineering. thi cours ha receiv financi support from the patrick & lina drahi foundation. comput scienc

cybersecur the ciso' viewbeginnerlearn about cybersecur oper and the role play by the chief inform secur offic ciso in the industry.th chief inform secur offic ciso in ani given organ serv a leadership posit protect the data and digit system that a company’ employe as well as it custom depend upon.thi cours delv into the role that the ciso play in cybersecur operations.throughout the lesson learner will explor answer to the follow questions: how doe cybersecur work across industries? what is the professionals' point of view? how do we keep inform secure?coursework will fulli explor the ciso’ view from the top as well as the position’ toolkit which includ polici procedur and practic technolog awar train and audit. it will also dive into the approach taken in privat industri govern academia and the military.bi the end of thi cours you will be abl to: comput scienc

instruct design digit media new tool and technologyintermediateexplor the design develop and use of digit media and emerg technolog to support onlin teach and learning.instruct design today have a tremend number of tool and resourc avail to them to creat highli engag courses. social media digit video and freeli avail onlin instruct resourc and applic connect and engag peopl in new and excit ways. when creat onlin learn experi instruct design integr and infus these digit tool and digit content in way that engag and connect learner to cours content.in thi educ and teacher train cours part of the instruct design and technolog micromast program you will explor the design develop and integr of digit media to enhanc the learn experi and investig how media emerg and mobil tool and onlin applic impact technology-medi learn environments.choos instruct materi for a cours may seem like a simpl step but in fact there are mani import aspect of onlin learn experi develop that are import to consid such as content creation copyright and creativ common access test and visual and web design techniques.cours topic includ media and visual literaci design for onlin and mobil environ use and design of open educ resourc emerg technolog and trend in technolog such as mobil learn environments. thi cours is part of the instruct design and technolog micromaster’ program from umgc. upon complet of the program and receipt of the verifi micromaster’ certif learner may then transit into the full umgc master’ program in learn design and technology. see the micromast program page for more information. educ & teacher train

molecular biolog – part 3 rna process and translationadvancedan in-depth adventur through rna process and translation. strengthen your scientif think and biolog experiment design skills.in part 3 of 7.28x you’ll explor translat of mrna to protein a key part of the central dogma of biology. do you know how rna turnov or rna splice affect the outcom of translation? although not offici step in the central dogma the mechan of rna process strongli influenc gene expression.ar you readi to go beyond the “what" of scientif inform present in textbook and explor how scientist deduc the detail of these molecular models?tak a behind-the-scen look at modern molecular biolog from the classic experiment event that identifi the protein and element involv in translat and rna splice to cutting-edg assay that appli the power of genom sequencing. do you feel confid in your abil to design molecular biolog experi and interpret data from them? we'v design the assess in thi cours to build your experiment design and data analysi skills.let’ explor the limit of our current knowledg about the translat machineri and mechan of rna turnov and splicing. if you are up for the challeng join us in 7.28.3x molecular biology: rna process and translation. biolog & life scienc

power and respons do philosophi with superheroesbeginnerpow! bang! kaboom! power and respons do philosophi with superhero a smithsonianx and harvard divis of continu educ cours blend superhero narr with the core area of philosophy.pow! bang! kaboom! superhero stori first arriv on the scene in the late 1930 are now among the most popular form of global entertainment. the studi of philosophi ha been around for centuries. power and responsibility: do philosophi with superhero a smithsonianx and harvard divis of continu educ cours blend these superhero narr with the core area of philosophy. smithsonianx ha partner with the harvard divis of continu educ to bring thi cours from the harvard extens school to edx. thi beginn philosophi cours led by professor christoph robichaud of the harvard kennedi school offer an excit len to interpret key philosoph idea — metaphys and epistemolog social and polit philosophi ethic philosophi of mind existenti moral relativ and much more. from superman' embrac of truth justic and the american way to wonder woman' effort at promot peac rather than war from spider-man' person struggl at balanc hi romant life with hi crime fight exploit to the x-men' social struggl with combat prejudic power and responsibility: do philosophi with superhero will give you the chanc to explor philosophi through the mani superhero narr via video read and a meaning cours community. we invit both those new to philosophi and philosophi lover to join us on thi journey! art & cultur

sustain urban freight transport a global perspectivebeginnerlearn key strategi for optim urban freight transport base on recent develop in market understand vehicl technolog and cooper ventures.lif in the citi reli on the smooth oper of urban logistics. everyth from retail to servic construct to wast collect reli on an effici and reliabl freight transport system. howev with the increas pressur of urban thi ha to be balanc with the environment and social impact caus by transport activity. thi is the challeng of citi logist a field of studi that ha signific practic implic for the world and the citi we live in. it is not mere a question of what is involv but what can be done about urban freight transport to improv it for the sake of econom effici qualiti of life and sustainability. from a systemat scientif foundat of the field thi cours will take you on a journey to learn how citi logist is understood and practic in citi around the world. our instructor member of a renown global expert network will teach you the basic of thi highli complex social system. use their experi in real-world project they will illustr how the knowledg learnt in thi cours is appli across industri and the public sector. thi cours cater primarili to univers student or profession work in urban transport infrastructur plan or logist management. whether you are simpli curiou about the topic or you intend to develop a career in these field thi cours will give you the tool you need to understand the complex of urban freight transport systems. the cours emphas the theoret foundat the rigor evalu and a multi-disciplinari approach to thi complex area. cours particip will benefit from numer case studi of best practic in select citi around the world in a varieti of busi settings. our emphasi on the global perspect is particularli relev sinc an understand of local cultur and polit climat is an import factor in the success of ani citi logist intervention. the cours will provid an avenu for student to learn from their peer about the challeng face in their respect citi and how to appli the principl learn to the challeng face in their own cities. engin

mathtrackx statisticsbeginnerunderstand fundament concept relat to statist infer and how they can be appli to solv real world problems.thi cours is part six of the mathtrackx xseri program which ha been design to provid you with a solid foundat in mathemat fundament and how they can be appli in the real world.thi cours will build on probabl and random variabl knowledg gain from previou cours in the mathtrackx xseri with the studi of statist infer one of the most import part of statistics.guid by expert from the school of mathemat and the math learn centr at the univers of adelaid thi cours will cover random sampl sampl mean and proport confid interv for sampl mean and proport and one-sampl test of proport and means.join us as we provid opportun to develop your skill and confid in appli mathemat to solv real world problems. math

strateg applic of it project & program managementbeginnerin thi cours you will learn project manag standard and framework that increas effici and deliv tangibl busi benefits.thi cours ha a focu on learn the most commonli use project manag methodolog in the it field and whi they are effective. thi cours introduc you to project manag standard and framework that increas effici and deliv tangibl busi benefit to it projects.top include:bi the end of thi cours you will be abl to: busi & manag

advanc bioconductoradvancedlearn advanc approach to genom visual reproduc analysi data architectur and explor of cloud-scal consortium-gener genom data.in thi cours we begin with approach to visual of genome-scal data and provid tool to build interact graphic interfac to speed discoveri and interpretation. use knitr and rmarkdown as basic author tool the concept of reproduc research is develop and the concept of an execut document is presented. in thi framework report are link tightli to the underli data and code enhanc reproduc and extens of complet analyses. we studi out-of-memori approach to the analysi of veri larg data resourc use relat databas or hdf5 as "back ends" with familiar r interfaces. multiom data integr is illustr use a curat version of the cancer genom atlas. final we explor cloud-resid resourc develop for the encyclopedia of dna element the encod project. these address transcript factor bind atac-seq and rna-seq with crispr interference.given the divers in educ background of our student we have divid the seri into seven parts. you can take the entir seri or individu cours that interest you. if you are a statistician you should consid skip the first two or three cours similarli if you are biologist you should consid skip some of the beginn biolog lectures. note that the statist and program aspect of the class ramp up in difficulti rel quickli across the first three courses. by the third cours will be teach advanc statist concept such as hierarch model and by the fourth advanc softwar engin skill such as parallel comput and reproduc research concepts.thes cours make up two profession certif and are self-paced:data analysi for life sciences:genom data analysis:thi class wa support in part by nih grant r25gm114818.harvardx requir individu who enrol in it cours on edx to abid by the term of the edx honor code. harvardx will take appropri correct action in respons to violat of the edx honor code which may includ dismiss from the harvardx course; revoc of ani certif receiv for the harvardx course; or other remedi as circumst warrant. no refund will be issu in the case of correct action for such violations. enrolle who are take harvardx cours as part of anoth program will also be govern by the academ polici of those programs.harvardx pursu the scienc of learning. by regist as an onlin learner in an hx cours you will also particip in research about learning. read our research statement to learn more.harvard univers and harvardx are commit to maintain a safe and healthi educ and work environ in which no member of the commun is exclud from particip in deni the benefit of or subject to discrimin or harass in our program. all member of the harvardx commun are expect to abid by harvard polici on nondiscrimin includ sexual harass and the edx term of service. if you have ani question or concern pleas contact harvardx@harvard.edu and/or report your experi through the edx contact form. data analysi & statist

what everi provid should know clinic fundamentalsbeginnerregardless of where physician practic they are expect to be calm cool and collect when confront with undifferenti critic ill patients. medic educ in most countri howev focus on approach patient in a method time intens manner. although thi approach can be effect for certain patient and set it can prove disastr dure those moment when time is of the essence. the specialti of emerg medicin em center on rapidli sort assess and stabil undifferenti patient regardless of the etiolog of their condition. design by educ leader in the field of em thi cours is design to teach healthcar provid the necessari skill to recogn and manag patient with life-threaten emergencies.regardless of where physician practic they are expect to be calm cool and collect when confront with undifferenti critic ill patients. medic educ in most countri howev focus on approach patient in a method time intens manner. although thi approach can be effect for certain patient and set it can prove disastr dure those moment when time is of the essence. the specialti of emerg medicin em center on rapidli sort assess and stabil undifferenti patient regardless of the etiolog of their condition. design by educ leader in the field of em thi cours is design to teach healthcar provid the necessari skill to recogn and manag patient with life-threaten emergencies.“what everi provid should know: clinic fundamentals” featur high qualiti video lectur onlin case scenario with question a discuss forum and the chanc to demonstr your knowledg by test to achiev a statement of accomplishment. a detail syllabu is provid which focus on the most clinic relev information. lectur and materi are all onlin allow student the flexibl to proceed at their own pace and schedule. case-bas discuss are initi with a video present of an undifferenti patient. key decis and studi are highlight and student respons may also be post for other cours particip and faculti to review. video discuss of the onlin case with an expert clinician provid practic answer and insight commentary. emphasi is place on a method approach to patient evalu and the import of time-sensit emerg interventions. common medic myth and pitfal are also address throughout the course. thi cours can easili be taught to individu provid or arrang for group of provid or student within their hospit medic school or universities. provid work togeth and take the cours as a group have the advantag of institut support and the chanc to reinforc key concept dure their clinic practice. medicin

measur sustain developmentintermediateth unit nation sustain develop goal are an ambiti global agenda for prosper peopl and planet. but how do we know if we are on track to achiev the sdgs? which goal should differ stakehold prioritize? and what kind of data do we need to ensur that no one is left behind?sustain develop is the most import global movement of our time. in 2015 the 193 member state of the unit nation unanim adopt the 2030 agenda for sustain develop and it 17 sustain develop goals. these interconnect goal aim to end poverti and promot econom prosper ensur social equiti and protect the environment. abov all the 2030 agenda commit to “leav no one behind.” how do we know if we are on track to achiev the sdgs? which goal should differ countri prioritize? and what kind of data do we need to ensur that everyon is counted?launch in 2015 by the sustain develop solut network sdsn and the bertelsmann stiftung the sustain develop report is the first worldwid studi to assess where the world stand with regard to achiev sustain development. the report contain the sdg index and dashboard which use a combin of offici and unoffici data and indic to understand each country’ progress on the 17 sdgs.in thi short cours you will hear from some of the expert respons for creat the sustain develop report about the valu of measur progress on the sdg and how a tool like the sdg index and dashboard help policymak and other stakehold make import decis about their develop priorities. you will examin the differ type of data that can be use to measur develop progress and learn the technic step need to construct an index for the sdgs. final you will explor region and city-level indic and discuss new approach to sdg measur and data-bas decision-making. data analysi & statist

imag process and analysi for life scientistsintermediatebas imag analysi for life scientist with a non-engin background. the main goal is to teach how to address and solv scientif question by state of the art imag analysi strategies.nowaday image-bas method are indispens for life scientists. light microscopi especi ha evolv from sketch out observ by eye to high throughput multi-plan multi-channel multi-posit and multimod acquisit that easili produc thousand of information-rich imag that must be quantifi somehow to answer biolog questions. thi cours will teach you core concept from imag acquisit to imag filter and segment to help you tackl simpl imag analysi workflow on your own. all exampl use open sourc solut in order to allow you to be independ from commerci solutions. emphasi is made on good practic and typic pitfal in imag analysis. at the end of thi cours you will be abl to adapt and reus workflow to suit your specif need and be equip with the tool and knowledg to adapt and seek advic from the ever-grow imag analyst commun of which you will be a part now the cours is taught by senior imag analyst with longtim work experi in a service-ori core facility. data analysi & statist

global past and futurebeginneri global a new phenomenon or a cyclic pattern throughout human history?in thi four-part mini-cours professor jeffrey sach argu that we have alway live in a global world. he take student on a histor and anthropolog tour of six distinct wave of global and outlin the key factor that drove innov technolog dispers and develop dure these epochs. the cours tell the stori of a global human and ask the question: what lesson can we pull from histori to help understand the tumultu chang underway today? thi cours is for: histori

star trek inspir cultur and technologybeginnerexplor the impact and influenc of star trek on today' societi and technology.whi ha star trek which began as a fail network seri becom so influential? instead of fade away the star trek univers now encompass featur film addit televis seri and a univers of fan convent and memorabilia. what about the show and movi reson with so mani people? the power vision of futurist space explor drew on real histori and contemporari issu to enhanc it storytelling. star trek inspir audienc to ask fundament question about who they are and how they relat to the world around them. when you enrol in thi cours you will examin how star trek ’s live action televis show and motion pictur affect audienc around the world. with your host margaret weitekamp and scott mantz you will discov the connect between star trek and histori cultur technolog and society. you will hear from expert watch clip from the show and film debat with fellow fans.and explor your own perspect on and understand of star trek 's last impact. through critic analysi and object explor you will examin how star trek tackl controversi topic such as race gender sexual and ethics. then the mission is yours. join the commun to engag in civil discourse. use evid to understand how star trek shape and still influenc our technolog and society. thi cours is offer under licens by cb consum products.in thi cours student will: histori

introduct to cloud develop with html5 css3 and javascriptbeginnerlearn the key tool and program languag to bootstrap your career as a cloud developer. get start with web develop use html5 css3 javascript and github.w to take the first step to becom a cloud applic developer? thi self-pac onlin cours will lead you through the program languag and tool you will need to develop your own cloud and web applications.begin with an explan of how internet server and client work togeth to deliv applic to user thi cours take you through the context for applic develop in the cloud introduc front-end back-end and full stack development.you’l then focu on the languag you need for front-end develop work with html5 css3 and javascript.fin you will discov tool such as git github and gitlab that help you to store your project and keep track of chang made to project file version control and enabl collabor and continuo deployment. comput scienc

tool for academ engag in public policybeginnermani scientist and engin seek to engag with policymak and there is a clear need for them to do so. howev veri few receiv the train necessari to effect impact public policy. thi onlin modul will provid an introduct to the policymak process and practic tip for engag with the polici community.a public polici becom increasingli complex and technic in natur there is a clear need for scientif inform solut to major public polici challenges. howev most research do not have the train to effect engag with policymakers. thi short cours will provid an essenti introduct to the policymak process through the len of the u.s. feder govern while provid specif step research can take to engag polici stakehold and articul the polici implic of their work. specif it will focu on: commun

theori of chang for developmentbeginnerlearn to use a theori of chang approach to betterunderstand your develop program' impact and improv your results.do monitor and evalu seem too technical? are you grappl with logfram and indic that don’t adequ tell the stori of your program? a theori of chang toc approach can help. thi cours will provid you with a toc toolkit to help assess ani process of chang that you may be developing. it is optim for public and develop manag monitor and evalu practition donor agenc ngo academ and other stakeholders. a toc approach help you situat complex social and develop interventions. toc is both a process and a product for explain the variou contributor to chang and the multipl level of outcom that result from program implementation. the cours will introduc you to thetheori of chang approach and principles. it will give you the tool to both understand exist theori of chang as well as develop your own. you will also be abl to connect a theori of chang to logfram and other organiz tool for further monitor and evaluation. social scienc

monozukuri make thingsbeginnerlearn the japanes concept of monozukuri the art of "make things" start with the philosophi includ lectur from tokyo tech faculti variou exampl from japanes industri and the tokyo tech student clubs. in addit the principl of experient learn are also introduced.thi cours introduc fundament topic relat to monozukuri cover engin topic such as thermodynam fluid dynam design and dynam of machinery. thi is a new type of cours in which learner not onli view video lectur and answer quizz but also learn while actual engag in their own hands-on learn-by-do project.y will learn about propuls mechan relat to a small pop-pop heat power steamboat. by introduc monozukuri the art of manufactur or prepar tangibl object which is a philosophi of how to make thing with precis that work extrem well. the principl stand behind japanes high qualiti manufactur good will be revealed. interview with craftsmen and student organ that design and make thing includ the all japan univers competit on human-pow aircraft will be given as an example. thi cours is recommend cours for learner who want to learn engin principl and about make thing in japan. thi cours is a revis of the previou cours on the same topic and wa revis take into account learner feedback. it also contain materi on experient learn which is the learn process by which one learn via their experiences. furthermor build a milk-carton boat out of an aluminum can wa ad in case wood and copper tube are not available.1 introduct to scienc and engin concept such as thermodynam fluid dynam design and dynam of machinery2 japanes monozukuri craftsmanship3 japanes monozukuri philosophy4 experient learn principl engin

drug discoveri & medicin chemistryintermediatelearn how scientist in drug develop modifi and test molecul to improv potenc and reduc toxicity. discov the criteria that regulatori agenc use to approv molecul that are shown to be both safe and effect as pharmaceut for the treatment and prevent of diseases.drug discoveri is a challeng field but the pathway most drug navig from concept to market is predict and base upon repeat experimentation. the process requir scientist with expertis in chemistri biolog and medicine. thi cours focus on four aspect of drug development.th cours close with two case studi of molecul that have advanc through the develop process and into clinic trials.aft complet thi cours student will be abl to... medicin

digit biomaterialsbeginnerlearn and discov the special excit and new materi and technolog in dentistri to make a differ in tomorrow’ oral health care development. it is digit biomateri by hku dental materi science!learn from a dynam team of 25 dental practition and research across 10 dental specialti from around the world led by hku’ professor jukka p. matinlinna and dr jame k.h. tsoi. in thi 4-week-4-modul cours digit biomateri you will not onli learn the special properti of novel biomateri in oral health care but you will be introduc to the crucial and dramat role of digit dentistri in contemporari oral health care.new technolog develop and breakthrough in biomateri research have transform oral health care. the discoveri of the special properti of biomateri such as titanium zirconia and variou polymer composit materi have led to the rapid develop of more versatil durabl and safe materi offer oral health care that meet patients’ treatment need and aesthet restor results. in recent year advanc in digit dentistri such as cad/cam technolog in crown fabric 3d print artifici intellig stereophotogrammetri and digit orthodont have greatli impact mani aspect of oral health care in particular oral and maxillofaci surgeri implant dentistri and regen medicine.or biomateri research today is an excit and intens multidisciplinari area that encompass contribut from a wide rang of field from clinic dentistri to biolog chemistri physic materi scienc and engineering. we cordial invit those of you who wish to make a differ in tomorrow’ dental materi and oral health develop to join us in the excit journey in digit biomaterials.th cours digit biomateri compil four modul introduc the most cutting-edg digit and comput technolog in dentistri includ big data artifici intellig ai and digit workflow that support clinic dental diagnost and enhanc the effici of fabric durabl dental restorations. learner will also be introduc to the properti of the most commonli use dental materi such as titanium variou ceram and composit biomaterials.. furthermor adhes of dissimilar materi to tooth structur will also be explained.th learn object of the four modul in digit biomateri are as follows:modul 1modul 2modul 3modul 4 medicin

natur resourc for sustain developmentintermediateexplor the sustain develop opportun and challeng in use oil ga and minerals.natur resourc repres a potenti transform opportun to support develop but are ultim finit how do we make the most of them without destroy the planet? in thi 12-week cours produc by the natur resourc govern institut the columbia center on sustain invest and the world bank learn about effort to sustain manag extract industri investments. you will come to understand the complex and interwoven aspect of natur resourc govern and becom part of a global movement of citizen and practition commit to har the transform impact of our natur resources. thi cours is for: energi & earth scienc

omnichannel strategi and managementintermediateunderstand the need of omnichannel custom and how to make the transit from a tradit retail to omnichannel from tuckx and the tuck school of busi at dartmouth.retail custom are omnichannel. they increasingli expect to interact with retail in a seamless way combin aspect of differ channel at differ stage of their purchas journey. they want to place an order onlin and pick it up an hour later on their way to work or return at the store an order they had place online. we have been studi for mani year how tradit retail can becom omnichannel retailers. it is not an easi transit and requir a fundament chang in the retailer’ process system and strategy. thi transform is not about small adjust but a complet redesign of the retailer’ busi model.in thi cours part of the retail manag profession certif program you will learn from retail that are success navig thi transformation. you will explor how to attract omnichannel custom what fulfil option these custom expect how retail can leverag their onlin and brick and mortar presenc and what retail need to support an omnichannel strategy. by the end of the cours you won’t be think about separ retail channel but one integr retail that is align to best serv today customer’ needs.w have design thi cours base on our own work in omnichannel retail. the cours will suit a varieti of particip from retail owner and undergradu busi major to retail specialists. busi & manag

gener overview of cannabi and the industry’ outlook and professionsbeginneran in-depth view of cannabi and it potenti uses.thi cours will provid a comprehens overview of cannabi and it applic and uses. student will gain an understand of variou cannabi strain in addit to the differ and similar between marijuana and hemp. profess and emerg job in the cannabi industri will be cover in thi cours as well as the futur outlook of the cannabi industry. environment studi

amazon sagemak simplifi machin learn applic developmentintermediatelearn to integr machin learn into your app with train from aw experts--and without a data scienc background.machin learn is one of the fastest grow area in technolog and a highli sought after skillset in today’ job market.thi cours will teach you an applic develop how to use amazon sagemak to simplifi the integr of machin learn into your applications. key topic include: an overview of machin learn and problem it can help solv use a jupyt notebook to train a model base on sagemaker’ built-in algorithm and use sagemak to publish the valid model. you will finish the class by build a serverless applic that integr with the sagemak publish endpoint.learn from aw train and certif expert instructor through lectur demonstr discuss and hands-on exercises* as we explor thi complex topic from the len of the applic developer.*not that there may be a cost associ with some exercises. if you do not wish to incur addit expens you may view demonstr instead. comput scienc

demand and suppli analyticsintermediatelearn how to use data to develop insight and predict capabl to make better busi decisions.how do airlin decid when to increas ticket prices? should a hotel charg less per night for a long stay than a short one? whi do some softwar compani bundl veri differ product together? how should a fashion retail decid when do start discount clothes? whi do so mani discount rate end in ".99"? how should a compani balanc the risk of hold too much inventori on hand and the risk of turn away customers? doe it ever make sens for retail to lie to supplier about how much they will need to order? should retail with multipl locat hold most of their inventori in a central warehous or at the individu locations?thes are onli a small sampl of the oper and price challeng all busi regularli face. these challeng are often address individu and in isol but in realiti all of these decis interact with each other. thi class look at the demand and suppli manag challeng face by compani in variou industri and provid an introduct to the tool that can be use to address these challenges. busi & manag

advanc algorithm and graph theori with pythonintermediatestrengthen your skill in algorithm and graph theori and gain experi in program in python along the way.algorithm and program are fundament skill for engin student data scientist and analyst comput hobbyist or developers. learn how to program algorithm can be tediou if you aren’t given an opportun to immedi practic what you learn. in thi cours you won't justfocu on theoryor studi a simpl catalog of method procedur and concepts. instead you’ll be given a challeng wherein you'll be ask to beat an algorithm we’v written for you by come up with your own clever solution. to be specif you’ll have to work out a rout faster than your oppon through a maze while pick up objects. each week you will learn new materi to improv your artifici intellig in order to beat your opponent. thi structur mean that as a learner you’ll confront each abstract notion with a real-world problem. we’ll go over data-structur basic and advanc algorithm for graph theori complexity/accuraci trade-off and even combinatori game theory. thi courseha receiv financi support from the patrick and lina drahi foundation. comput scienc

leadership and manag for pm practition in itbeginnerlearn how to develop effect project manag and leadership skill that are essenti for success guid divers or distribut team and projects.do you have the skill to be an effect project manag in a global market?thi cours focus on leadership and manag compet along with the way that differ organiz cultur can influenc project management.in thi cours you’ll learn the person and perform compet requir of project managers. you’ll also explor organiz cultur and see how a team’ dynam affect a project. final you’ll delv into team composit and commun as well as the link between organiz chang manag and readiness.bi the end of thi cours you will be abl to: busi & manag

entrepreneurship 103 show me the moneybeginneryour startup need to get cash posit as soon as possibl – and ultim profitable. thi is how you get there.success entrepreneurship ultim come down to three questions:th cours seri entrepreneurship 101 102 and 103 address these question one by one.entrepreneurship 103 is your guid to creat a profit business. so you’ll learn more than just entrepreneurship here. you’ll start becom a busi leader.we’l expos you to case studi of mit startup compani and interview of their founders. so you’ll learn the vital busi skill of:entrepreneurship 103 should be of particular interest to you if you are:thi cours is particularli use for:if you can take entrepreneurship 103 as a team for the cours will give you a common framework to make decis lay the foundat for your long-term success.g you best to thi course. in return you will gain the confid that you can go from your first sale to a profit business. and that’ priceless.thi cours is a pre-requisit to an attend an mit bootcamp.th cours is taught by bill aulet manag director of the martin trust center for mit entrepreneurship and erdin beshimov senior director of mit bootcampus. busi & manag

drainag in agricultur control water and salt level in the soiladvancedget prepar for heavier rainfal and the increas demand for food! the #1 agricultur univers of the world will teach you how to design and implement effect drainag system in agriculture. you will learn how to creat a perfect soil profil for optim grow condit for a crop and help feed the grow world population. enrol now and prepar for the effect of climat chang by drain excess water.th demand for safe and healthi food is rapidli increasing. the world popul is grow and is project to reach 9.8 billion in 2050. how do we prepar for thi and how are we go to be abl to feed all these people? it is clear that the food product mainli ha to come from improv in agricultur water manag on exist agricultur lands.glob climat chang rais the pressur on suppli and demand for water. chang temperatur and long-term variat in annual precipit amount and region distribut pattern requir more way to control water levels. in addit to the chang climat crop pattern are diversifi and field irrig method are changing. in light of all these chang in water demand suppli and use the role of subsurfac drainag ha chang from a single-purpos measur for control waterlog and/or salin to an essenti element of integr water manag under multipl land use scenarios.join thi cours to advanc your knowledg in drainag drainag system and solut and to help secur a sustain food supply. in thi cours you will work on differ modul appli the knowledg gain directli to your home countri drainag situation. furthermor you will learn from other case and learner worldwid expand your horizon on the global import of drainage.structur of the courseth cours consist of five modules. in modul 1 the need for drainag the drainag method and the design approach for agricultur drainag system are introduced. in modul 2 you will learn more about the hydrolog principl relat to drainag and drainag design equations. modul 3 discuss the gener aspect of drainag of salin and sodic soil and modul 4 is an introduct to the implement and oper & mainten of drainag systems. depend on your background and interest you may decid by yourself in which sequenc you do these three modules. but you should realiz that in modul 5 all these differ aspect of drainag are integr to discuss the chang role of drainag in agricultur water management.for who thi cours wa develop for profession and student from variou background especi those who are interest in agricultur water manag and want to broaden their understand of drainag plan design and manag and drainage-rel research and training. although specif watermanag and waterengin agricultur engin irrig profession hydrologist and agricultur polici maker join thi cours the cours is open and access to everyone.do not miss out on the opportun to join thi free onlin cours and upgrad your knowledg on drainag for agricultur lands. environment studi

ap® physic 1 challeng conceptsbeginnermast the most difficult topic in your ap® physic 1 cours with help from experienc ap® physic teachers.thi cours cover 8 differ challeng topic in ap® physic 1. well-respect ap instructor from around the usa will lead you through video assess question and interact activities.each modul break these tricki topic into bite-s piec - with short instruct video on-screen simul interact graph and practic problem written by mani of the same peopl who write and grade your ap® physic 1 & 2 exams.top include:* advanc placement® and ap® are trademark regist and/or own by the colleg board which wa not involv in the product of and doe not endors these offerings. stand-alon unit cover the most challeng concept in the newli redesign ap® physic 1 curricula base on colleg board data from 2011–2013 ap® physic b exams. physic

introduct to java program – part 2beginnerth first mooc to teach the fundament element of java program and data abstraction.do you want to becom a better problem solver?thi java cours will provid you with a strong understand of basic java program element and data abstract use problem represent and the object-ori framework. as the say goe “a pictur is worth a thousand words.” thi cours will use sampl object such as photo or imag to illustr some import concept to enhanc understand and retention. you will learn to write procedur program use variabl array control statement loop recurs data abstract and object in an integr develop environment.thi cours is compris of two 5-week parts. part 1 introduc program fundamentals. part 2 cover addit advanc topics. comput scienc

ap® macroeconomicsbeginnerlearn all materi in the ap® macroeconom curriculum from highli regard ap instructor and colleg professors.learn key concept and ap® macroeconom materi from top ap instructor includ mani of the same high school teacher and colleg faculti who help design the ap curriculum in partnership with the colleg board.each modul will cover a major concept in the ap® macroeconom cours base on advanc placement® standards.al topic are broken into bite-s pieces—with short instruct video interact graph and practic problems.throughout the 18 core modul you will also find more than 30 short videos. each one is place at a critic junctur – ensur you don’t miss import idea definit and concepts.top include:thi cours is specif design for blend learn in ap classroom but can also be use by ap student independ as supplementari help and exam review.* advanc placement® and ap® are trademark regist and/or own by the colleg board which wa not involv in the product of and doe not endors these offerings. econom & financ

climat chang educationbeginnerlearn how to work with your student to help them explor climat chang through the use of interact and engag activities. these activ are design for student at the primari and secondari levels.thi cours explor the basic scienc behind climat chang and present the tool to teach it in a posit engag and participatori way. the cours also introduc some of the ethic and social issu around climat change.thi cours make use of video lesson plan and onlin game develop by the idb' "rise-up: educ against climat change" initiative. the aim is to assist you in the launch of climat chang educ and action to mitig and adapt to climat chang in your school community.thi is a hands-on cours with exampl come directli from latin america and the caribbean.61% of the student who have taken the cours affirm that they have improv their abil to formul implement and / or evalu public policies.52% of the student have said that the cours ha serv them to improv servic to citizen as public officials.stud who obtain the certif in thi cours will also receiv thi digit badge. digit badg allow you to share skill and knowledg more quickli and more reliably. for more inform on digit badg visit https://cursos.iadb.org/es/indes/credenciales-digital or click here. educ & teacher train

appli deep learn capston projectadvancedin thi capston project you'll use either kera or pytorch to develop train and test a deep learn model. load and preprocess data for a real problem build the model and then valid it.in thi capston project you'llus a deep learn librari ofyour choic to develop train and test a deep learn model.loadand preprocess data for a real problem build the model and then valid it. final you will present a project report to demonstr the valid of yourmodel andyour profici in the field of deep learning. data analysi & statist

fintech ethic and risksbeginnerlearn how individu and organ can util and regul blockchain ai and other fintech solut to ensur their adopt doe not come at the expens of societ growth.fintech ha start a global revolut in the financi servic industri and the transform will onli increas in come years. there are mani way in which fintech can improv the live of peopl around the world; howev those same technolog can also be use to enslav coerc track and control people. accordingli it is appropri and necessari to consid the implic of the introduct of these technolog so that they are util properli regul suffici and their adopt doe not come at the expens of societ growth. thi 6-week onlin coursecov 6 modul repres the full spectrum of financ technolog and the introduct of fintech solut globally. we will ask question that are not often ask or address when new technolog are adopted. whi should we adopt fintech solut and what are the best way to introduc disrupt technologies? how doe blockchain technolog chang the way we provid financi servic and how should blockchain technolog be governed? is fintech creat risk in cybersecur and how can technolog help us prevent financi crimes? as artifici intellig ai is develop and adopt will human bias and prejudic be built into such mechanisms? and at a larger scope should fintech lead to a decentr democrat system of financ or will exist institut adopt fintech strategi to cement their exist hold on the financi markets? through discuss and attempt to answer these question you will understand better how the introduct of these technolog can benefit or harm society. and through consid the proper applic or introduct of such technolog you will learn to make better decis as an individu and organ when face the question: is fintech our savior or a villain? econom & financ

the conquest of space space explor and rocket sciencebeginnerexplor the histori of space travel and learn the basic of aerospac engineering.spac explor play a major role in the histori of humankind. the cultur polit and sociolog repercuss are extraordinari and the amount of resourc dedic to space explor is enormous. thi aerospac cours is a first step for those interest in learn more about the histori of the space and the impact of space explor on our daili lives.each week we will focu on a major chapter in the histori of space explor accompani by an introduct to the relev technic topic to fulli understand these histor developments. dure the seven week of the cours we will follow the technic polit and cultur context that lead to the birth of the space age uncov the evolut of space explor from competit to cooper in the apollo and post-apollo era and final analyz current trend in space exploration.bi success complet thi cours you will acquir the critic tool to understand the key event and develop of the space age. you will learn to solv basic technic and engin problem of space travel rocket propuls space system and human space flight.cours image: rosetta at comet landscap / copyright: esa/atg medialab; comet image: esa/rosetta/navcam. engin

busi strategi and oper in a biobas economyadvancedlead your compani to make the switch to biobas resourc and build a profit sustain business. learn how to deal with the mani strateg and oper challeng face a companyin the biobas and circular economy.“sustain growth busi model are the begin of a solut — they aim to optim the use of resourc and fossil energi and to reduc wast flow and emiss eco- efficiency. structur a more circular busi model is a logic next step. a circular economi is the logic and more hands-on approach to sustain think and acting. besid a clear link to cost reduct the principl of a circular economi have an even stronger link to valu creation and innov at system level". from the document “circular economy” of the dutch sustain growth coalition.to contribut to the bio-societi in 2050 you should know what a busi model of a compani in the biobas and circular economi compris of. doe it alway requir cross-compani collabor effort to succeed in thi sector? what oper suppli chain challeng have to be dealt with to ensur effici and sustain product networks? and how can manageri decision-mak be support by quantit methods?join thi cours if you want to be abl to answer these question and gain a solid understand of the busi side of the biobas and circular economy.th cours contain two key busi perspectives. it start with relev strateg manag consider such as the trend impact the transit of busi and valu chain toward a more circular economi their multi-stakehold collabor and the develop of feasibl biobas busi models. then the cours continu with oper consider on e.g. suppli chain manag issu differ type of plan problem that are encount and the develop of decis support for the design and oper of biobas suppli chains.don’t miss out on thi opportun to gain the skill on a strategic- and oper level to transform your company’ busi model in a consciou sustain and profit one.join the micromast programme!thi cours is part of the micromast busi and oper for a circular bio-economya seri of 3 cours and a final capston project that will provid you with the knowledg and tool to analys the busi and oper side of the switch to biobas products. you will be abl to contribut to manageri decision-mak as well as deal with suppli chain manag and planning.explor the other cours in thi micromast programme:y might also like the micromast economi and polici for a circular bio-economy. busi & manag

what work in educ evidence-bas educ policiesbeginnerlearn what work in educ and how to identifi analyz and implement evidence-bas educ polici that improv learning.thi cours summar the main theoret and practic research surround evidence-bas educ polici and delv into the key improv and challeng observ in educ system in latin america and the caribbean. the cours ha been organ around five key featur of success educ systems: the course’ target audienc includ those with interest in improv educ through evidence-bas educ policies. educ & teacher train

electr car businessintermediateget an in-depth understand of vari profit busi model for electr cars.electr car are more than a novel mean of mobility. they have been recogn as an essenti build block of the energi transition. fulfil their promis will impli a signific chang in the technic digit and social dimens of transport and energi infrastructure. if you want to explor the busi opportun thi new market offer then thi is the cours for you! thi cours explain how electr mobil can work for variou busi includ fleet manag automobil manufactur and charg infrastructur providers. the expert of tu delft togeth with other knowledg institut and compani in the netherland will provid insight into and exampl of how innov have disrupt convent busi and creat new busi altogether. thi will be explain through variou concept and model includ total cost of ownership model lean mass product valu chain think and busi integration. after complet thi cours you will be abl to creat e-mobl busi model and develop a new strategi for your compani which includ transit to or incorpor of e-mobility. the cours includ video lectur present and exercis which are all illustr with real-world case studi from project that were implement in the netherlands. thi cours wa co-develop with the dutch innov centr for electr road transport dutch-incert and is taught by expert from both industri and academia who share their knowledg and insights. busi & manag

thermodynam of materialsintermediatethermodynam of materi describ the fundament competit between energi and disord that determin the state of materi at equilibrium.thi cours describ the fundament competit between energi and disord that determin the state of materi at equilibrium. it introduc the law of thermodynam the concept of equilibrium and thermodynam potentials. both classic and statist interpret of entropi are present but the emphasi of the cours is on classic thermodynamics. topic cover includ unari system react chemic system and binari phase diagrams. emphasi is place on the concept of constrain equilibrium the mathemat structur of classic thermodynam and on free energy-composit diagram that underpin binari phase diagrams. comput thermodynam is also cover and thermodynam softwar is use throughout the course. the cours also emphas the use of thermodynam is materi select and process design and the import of materi data. engin

mechan momentum and energyintermediatelearn about momentum and energi in thi calculus-bas physic course.thi cours is the second of a seri of four modul that cover calculus-bas mechanics. you will learn about the concept of momentum impuls energi and work as well as the power idea of conserv laws. you will appli these concept to solv interest mechan problem such as collis and rockets. the modulesar base on materi in mit' physic i which is requir for all mit undergradu and is be offer as an xseri on edx. pleas visit the beginn mechan xseri program page to learn more and to enrol in all four modules.to understand the materi in thi cours you should have taken mechanics: kinemat and dynamics.th cours imag is a fire truck on top of the mit dome. imag taken by sarahjane10784 https://en.wikipedia.org/wiki/file:mit_firetruck_hack_2006.jpg physic

co-creat sustain citiesadvancedlearn how citizen’ co-creat is key in make citi worldwid more sustainablearound the world major challeng of our time such as popul growth and climat chang are be address in cities. here citizen play an import role amidst govern compani ngo and research in creat social technolog and polit innov for achiev sustainability.citizen can be co-creat of sustain citi when they engag in citi polit or in the design of the urban environ and it technolog and infrastructure. in addit citizen influenc and are influenc by the technolog and system that they use everi day. sustain is thu a result of the interplay between technolog polici and people’ daili lives. understand thi interplay is essenti for creat sustain cities. in thi mooc we zoom in on amsterdam beij ho chi minh citi nairobi kampala and suzhou as live lab for explor the dynam of co-creat for sustain citi worldwide. we will address topic such as particip democraci and legitimaci ict and big data infrastructur and technolog and smart technolog in daili life.thi global scope will be use to illustr whi specif form of co-creat are prefer in specif urban contexts. moreov we will investig and compar these citi on three theme that have a vast effect on citi life:thi mooc will teach you about the dynam of co-creat and the key principl of citizen interact with servic provid compani technolog and infrastructur develop polici maker and researchers. you will gain an understand of major type of co-creat and their interdepend with their socio-techn and polit contexts. you will becom equip to indic how you can use co-creat to develop innov technolog polici arrang or social practic for a sustain citi in your own community. you will demonstr thi by develop an action plan research propos or project idea.bas knowledg of sustain in urban set urban environment technolog and urban manag is assumed. social scienc

introduct to anim ethicsbeginnerlearn about what ethic issu aris in human-anim relationship and how to think about such issu systematically. the cours util manga as a studi aid.whi do mani of us who eat pig condemn those who eat dogs? is there ani differ between lab mice and companion hamster that justifi the use of the former for drug tests? our attitud toward anim is full of seem inconsist and unexplain conventions. anim ethic is the field that tri to make sens of human-anim relationship use insight from philosoph ethic and thi cours is an introduct to the field. thi cours ha sever distinct characterist from other anim ethic educ materials. first thi cours use situat of anim in japan as illustr case which make thi cours as a mean to learn someth about japanes culture. second it also use manga to think about actual situations. by listeningto the lectur and think through the issu present you will acquir the abil to think more clearli and systemat about human-anim relationships. topic include: philosophi & ethic

teamwork & collaborationbeginnerlearn essenti teamwork and collabor skill to lead build and motiv team in the workplace.in today’ workplac profession don’t work alon and rare work with just one other person. more often we are requir to work in group to strateg design solut ideat motiv manag and execute.thi cours part of the leadership essenti profession certif program complement busi commun skill and expand those compet to provid a foundat for decision-mak consensus-build and problem-solv within a group environment.in thi cours learner will analyz and evalu their own experi of lead and particip in team and will relat them to industri examples.top in the cours also include: commun

grant write and crowdfund for public librariesbeginnerlearn how to increas your impact innov and overcom often static fund through variou fundrais and grant write approaches.thi cours part of the public librari manag profession certif program explor strategi for develop effect grant propos and for engag the commun in crowdfund campaigns.in thi cours you will mock up a crowdfund campaign and creat a grant propos for a local or state-level fund source. human

lead ambiti teach and learningadvancedthi cours is part of a micromasters® programw to explor ambiti teach and how collabor between student and teacher can lead to deeper learn and the develop of 21st-centuri skills?thi cours is develop in partnership with microsoft as part of the microsoft k-12 educ leadership initi which aim to help k-12 school leader drive the pursuit of ambiti instruct in classrooms.beyond the straightforward transfer of fact and skill ambiti instruct ha teacher and student make mean of rich academ content engag authent practic and intellectu puzzl and creat new knowledg and capabl in themselv and others. global ambiti instruct sit at the veri center of policy-driven educ improv effort with school and system press to engag student in "deeper learning" and the develop of "21st-centuri skills."thi cours is both for individu leader and for team of leader from a school district/region or system who aim to improv educ opportun and outcom for student especi those histor underserv by public schools. for these team the cours will function as a platform both for initi their joint practic and for collabor on issu that aris in their joint practice.stud will explore:thi cours is part of the lead educ innov and improv micromast program offer by michiganx. educ & teacher train

financ innov venturesbeginnerdemystifi key financi concept for creat a financi plan for your new ventur to rais the right fund from the right partner at the right timethi cours will demystifi key financi concept to give aspir and activ entrepreneur and innov a guid for understand their financi and secur funding. assum that our learner have no prior knowledg in account econom or financ we will work from the ground up to:● examin the mani financ option avail to get your new ventur funded● learn the basic of financ valuat dilut and non-dilut fund source● understand capit structur for new ventur term sheet and how to negoti them and the differ between early-stag versu later-stag financing● develop an understand of how to develop win investor pitch who and when to pitch how to avoid common mistak that limit the effect of the pitch and how to ‘get to the close.key question answer within the cours include:● if and when to rais outsid capital?● what kind of investor invest by stage and where to find them?● what are your fundrais options?● what are the key compon of the term sheet?● how to perform compani valuations?● how to pitch to investors?● what techniqu help the entrepreneur ‘get to the close’? busi & manag

a-level mathemat for year 13 - cours 2 gener motion moment and equilibrium the normal distribut vector differenti method integr method and differenti equationsintermediatedevelop your think skill fluenci and confid to aim for an a* in a-level math and prepar for undergradu stem degrees.thi cours by imperi colleg london is design to help you develop the skill you need to succeed in your a-level math exams.y will investig key topic area to gain a deeper understand of the skill and techniqu that you can appli throughout your a-level study. these skill include:ov seven modul cover gener motion in a straight line and two dimens projectil motion a model for friction moment equilibrium of rigid bodi vector differenti method integr method and differenti equat your initi skillset will be extend to give a clear understand of how background knowledg underpin the a -level course.you’l also be encourag to consid how what you know fit into the wider mathemat world.bi the end of thi cours you'll be abl to: math

theori of media and technologybeginnerlearn to appli media theori and practic conceptu framework to design and digit media projectsstud in thi cours will build critic applic knowledg and understand of the pervas impact of media and technolog on culture. you will learn influenti concept of media and technolog and be abl to appli these idea to contemporari trend issu and your own practic of art and design. whether you are a graphic design ux/ui design web design or access design thi cours will help you connect your work immedi to a deep evolv framework of idea and question that enrich our understand of how peopl consum creat and use media how human and non-human object are relat how game make us think about platform and softwar and how we current view tradit media such as sound pictur and video. art & cultur

batteri fuel cell and their role in modern societybeginnerthi cours is an introduct to batteri and fuel cell - the cornerston of electromobl and renew energy.in today' world we see game-chang movement in transport and energi markets. a better understand of the process involv can help you to find your own role in these incipi shift and take advantag of monument chang down the road. thi cours is an elementari introduct to batteri and fuel cell the cornerston of electromobl and renew energi the main driver of sustain development. learn the lesson of histori understand the main drive forc and gain the basic knowledg of the key technolog will build your basic all-around comprehens of the subject. thi cours aim tobridgesci and society. for student focus on scienc it will help illustr the demand of societi and industry. for learner from industri busi or from generalist background it will be the lucid introduct to the subject. the short cours will not make you an expert in batteri fuel cell and electr vehicl but will help you incommun with scientist and engin and make your further educ or self-educ more productive. the main focu of the cours is on batteri - name lithium-ion batteri - and electr vehicl as the key market. scienc

commun skill for dialogu across differencebeginnerdevelop practic commun skill to mend divid and build a more toler and inclus world.now more than ever you are go to school work and live in commun with peopl who think look and have belief differ from your own. thi 45-minut cours will give you the skill to bridg those divid and find common ground.in thi skills-bas cours we will explor practic strategi and techniqu to appli in your daili life. you will learn about the differ between dialogu discuss and debate; micro-affirmations; and how to be an ally.if you are seek to develop and practic these skill and appli them to build a more inclus world thi cours is for you. the cours is also mobile-friendly. commun

social media how media got socialbeginnerdiscov where social media came from how it becam integr to our everyday live and how that ha chang the way we communicate.soci media and onlin commun domin our daili live in an unpreced manner. wireless connect mobil devic and wearabl technolog mean that social media is alway on alway part of everyday life for billion of peopl across the world. while the term 'social media' is bare a decad old the stori of how peopl start use the internet in a social manner is a much longer and more interest one. thi cours willincreas learners' understand of social media by look at the way network connect let user becom 'social' how thi wa amplifi with the emerg of the web and how social media becam the default mode of the mobil web we use today.bi complet thi cours you should be abl to: commun

portfolio manag govern & the pmobeginnerlearn how a project manag offic pmo work discov techniqu to monitor and control project and find out how to keep your project portfolio healthy.what is a pmo and how doe it work?thi cours focus on the project manag offic pmo and the govern techniqu use to monitor and control the deliveri of project and programs.you’l learn all about portfolio manag and the differ kind of pmo in use today. you’ll also explor variou approach for build maintain and close a pmo as well as monitor techniqu to ensur that project are complet successfully.bi the end of thi cours you will be abl to: busi & manag

edx101 overview of creat an edx coursebeginnera quick cours design to help you explor all of the differ step that go into plan and build an edx course. perfect for instructor or institut leadership interest in build a mooc on edx.thi cours is design to show faculti instructor and organiz leadership how to creat a cours on edx. the cours will cover the strategi behind get the word out about a cours creat cours content that is interact engag and access and deliv a finish course. educ & teacher train

data analysi for decis makingadvancedus data analysi to gather critic busi insight identifi market trend befor your competitor and gain advantag for your business.in our inform age compani have access to unpreced amount inform on customers--their behavior interest and buy habits--and the market in which they operate. be abl to analyz that data ha becom a critic skill for decis maker at everi level of an organization. today’ firm use data to detect market movement befor it becom a fully-fledg trend help them to stay ahead of the curv tailor product and servic to specif custom segment determin when and when to enter market and differenti themselv from competitors. in thi cours you will learn how to unlock the valu of data to creat and grow an organization. you will gain the analyt tool necessari to confid describ the current state of area critic to your busi predict the likelihood of an event occur compar two or more approach to a busi challeng and determin if a phenomenon you are see is coincid or a genuin insight. by the end of thi cours you know how to make data-driven decis to find advantag and stay competitive. busi & manag

uml class diagram for softwar engineeringbeginnerlearn how unifi model languag uml class diagram are creat and use to visual and conceptu the design of a system.hav you ever wonder how softwar architect requir engin and busi analyst sketch and draw out their plan for a softwar system?in thi comput scienc cours you will gain an in-depth understand of unifi model languag uml class diagram which are use to visual repres the conceptu design of a system. you will learn about uml class diagram and how they are use to map out the structur of a busi domain by show busi object their attribut and associations.taught by an instructor with decad of experi in requir engin and domain model thi cours will equip you with the skill of in-depth understand of a uml class diagram and will enabl you to judg the function fit of a uml class diagram as blueprint for the develop of an enterpris inform system.th unifi model languag uml ha becom an in-demand skill in softwar develop and engineering. in fact some of today’ top job i.e. busi analyst enterpris architect but also develop technic consult and solut architect requir uml knowledge. enrol today and gain knowledg in an in-demand skill that will help set you apart from the competition. comput scienc

drive digit innov through experimentationadvancedlearn how to appli principl of experiment at the technic organiz and strateg level of your busi to drive digit innovation.experiment is a key capabl for ani busi to develop and master. learn how to leverag data to build knowledg and appli thi knowledg to improv busi outcom and creat strateg advantages. thi cours is part of both the digit product manag and digit leadership micromast programs. in it you will learn to develop iter busi experi use agil methods. thi capabl is central to digit busi as it allow them to sustain competit advantag through both increment improv as well as signific disrupt innov when opportun and condit warrant them. thi cours focus on experiment across the three layer of a digit business: 1 the capac of the technic infrastructur to provid an iter and oper process that use experi to gather data and develop knowledg 2 the abil to use agil method and manag the knowledg interfac among expert at the organiz layer to deriv insight from data to creat knowledg and ultim drive improv in product and processes. 3 the capabl to use the technic and organiz infrastructur to drive experiment at scale in order to deliv digit transformation.y will learn how to: comput scienc

compil basic for macroeconom statisticsbeginnerbett data lead to better policies.for policymak to make sound polici decis they need a core set of macroeconom and financi statistics. learn the essenti background concept and basic tool need to compil data use the best avail methods.thiscoursereview the basic skill concept and principl requir to compil and dissemin macroeconom and financi statistics. the cours cover topic such as resid institut unit institut sector account rule financi instrument stock and flow the imf' data standard initi and present the basic macroeconom linkag among these statistics. compil basic for macroeconom statist cbmsx is offer by the imf with financi support from the govern of japan. data analysi & statist

system dynam for health sciencesintermediatelearn to use system dynam to better understand complex medic issu and interventions.effect and meaning engag with complex modern medic system requir an overarch set of tools.system dynam is such a tool allow health practition to model and simul problem rang from the molecular level to the entir healthcar system and beyond. thi beginn cours will teach you the fundament principl of system dynam as you learn how to use system dynam softwar to explor problem relev to your field of health. whether you work in molecular biolog clinic medicin health polici or ani other health-rel field thi cours will equip you to investig the effect of time delay feedback and system structure. you will learn how to interpret the caus of typic system behavior such as growth decay and oscil in term of the underli system properti and to rapidli develop computer-bas model and run simul to gain insight into the problem in your domain.thi cours will empow you with a deeper understand and an enhanc capac to achiev use intervent in healthcare. medicin

introduct to psycholog research methodsbeginnerlearn how to plan conduct and analyz psycholog research and effect commun the results.do we realli onli use 10% of our brain? how can we answer question like this? we shouldn't just reli on our intuit becaus unfortun that can sometim give us the incorrect answer.in thi psycholog cours learn how psycholog research is conduct how to analyz the find and result and effect write a research report.an understand of psycholog research method allow us to test question systemat and report the find of our research so that other can critic evalu the valid of our conclusions. human

sustain packag in a circular economyintermediatelearn how to appli the principl of the circular economi to sustain packag systems.it ha becom almost imposs to imagin what our live would be like without the mani benefit of packag - just think about the differ packag and single-us item you use on a daili basis. yet as our global popul grow in size and affluenc both our collect demand for packag materi and the wast we gener as a result will increasedramatically. current larg amount of packag wast escap formal collect and recycl system and eventu end up pollut the environment. moreov their materi valu is forev lost to the economy. the ellen macarthur foundat estim that uncollect plastic packag wast alon is worth somewher between 80 to 120 billion dollar a year. so how can we improv packag system in order to captur thi wast potential? clearli the way we current design recov and reus packag urgent need a rethink! in thi cours you will learn about the design of sustain packag systems. to do so we will explor the design and busi strategi of the circular economy. contrari to our current industri model which extract use and ultim dispos of resourc a circular economi is regen by design. thi mean that product and servic are reimagin from a system perspect in order to minim wast maxim posit econom environment and social impact and keep resourc lock in a cycl of restoration. thi cours is for you if you are interest in learn about sustain packag design. you'll also benefit if you are a profession in the packag industri and want to learn how to find circular opportun in your work. student - particularli in design -will be abl to broadentheir knowledg of circular design and busi strategies. design

design in healthcar use patient journey mappingbeginnerlearn about the patient journey map method for innov product and servic design in healthcare.in thi cours you will learn about the differ experi patient go through in a medic context. the patient journey explor the interact between the patient and the healthcar provid in all stage of the disease; cope with treatment and deal with expect and interact with and between differ stakeholders. thi cours will give design and specialist in healthcar the knowledg insight and tool to be abl to analyz and improv patient experience. you will learn how to map complex healthcar scenario pinpoint opportun and creat hands-on solut aim at improv the patient experience. thi cours is an introduct to patient journey mapping; develop at the delft univers of technolog and appli in improv of care pathway. step-by-step the cours visual the differ stakehold phase and action involv in patient treatment. you will be challeng to pursu new insight and given a uniqu opportun to learn about four trend healthcar issu each present by a partner institution. furthermor you will learn about healthcar trend from a team of expert in specif technolog domains. rang from person care to advanc manufactur for healthcare. these session will provid you with technolog background that will be use when develop your design concepts. no previou knowledg about health care innov design or journey map is necessary. design

electron optic and magnet properti of materialsadvancedthi cours is part of a xseri program thi cours from mit’ depart of materi scienc and engin introduc the fundament principl of quantum mechan solid state physic and electr and magnetism. we use these principl to describ the origin of the electron optic and magnet properti of materi and we discuss how these properti can be engin to suit particular applic includ diod optic fiber led and solar cells.in thi cours you will find out how the speed of sound is connect to the electron band gap what the differ is between a metal and a semiconductor and how mani magnet domain fit in a nanoparticle. you will explor a wide rang of topic in the domain of materi engin quantum mechan solid state physic that are essenti for ani engin or scientist who want to gain a fuller understand of the principl underli modern electronics. engin

risk manag for projectsbeginnerlearn how to manag risk in your organ by use the best process and procedures.risk manag is a process use for the identif assess and analysi of potenti risk to an organ or project. thi process enabl you to develop the most appropri risk response.in the risk manag for project cours you will learn the fundament of risk manag as well as how to appli a risk manag process in a project-bas setting. risk manag is an iter process and you will learn how adopt key procedur can help you maxim opportun and minim neg impact on your project objectives.in thi cours you will further upskil through the applic of the risk manag canva which is a framework that enabl you to manag risk within your own environment. it will immers you in the concept of risk manag and help you to appli the key processes.pract activ through the cours will allow you to appli the knowledg you learn as each week focus on a key stage of the risk manag process. the theori and practic taught in the cours can easili be appli to ani project organ or busi environment.risk manag for project is brought to you by the same team that develop the highli success introduct to project manag mooc and build on risk manag for project introduc in that course.particip in thi cours will ensur that you gain the know-how to reduc your project and organiz risk in the future. busi & manag

smithsonian’ object that defin americabeginnerexplor the histori of america through the view of key histor object invent and exhibit in the smithsonian collections.thi cours produc with the great cours will look at four key theme in the histori of america as present by dr. richard kurin undersecretari for histori art and cultur at the smithsonian.in thi cours you will gain a uniqu perspect on american histori and cultur by learn the stori behind object that were and continu to be an essenti part of u.s. history. most importantli you will reflect on what object have person mean to you and the role that symbol object play in your own histories.thi cours is adapt from the video lectur seri produc by smithsonian and the great cours experienc america: a smithsonian tour through history. human

creat modern china the republican period to the presentbeginnerexplor the birth of modern china with a focu on the time between the fall of the qing and the end of world war ii.what doe it mean to be modern? what constitut modern polit modern institut a modern militari and modern infrastructure? in thi period of great excit and experiment the countri is ask itself: how do you becom modern and remain true to the chines nation identity? thi cours will explor endur issu around chines modern with a focu on the creation of the modern chines state dure the republican era. you’ll learn about china’ war against japan about long-term pattern in u.s.-china relat and about the role of individu leader against the backdrop of histor circumstance. ultim you’ll learn differ way to studi and understand history. we explor thi period themat rather than chronolog provid you with a better understand of how polit context influenc the interpret of history. histori

discov polit scienceintermediateunderstand current polit stakesa you learn about import concept and how to analyz polit with a critic point of view.polit impact all of us. everyday polit decis impact mani area of our lives. in the 21st centuri multipl paradox blur our vision of these decisions. the cours aim at understand and explain polit phenomena from a critic standpoint. the cours materi and exercis are in english but pleas note that the video are in french with english subtitles.at the end of the cours you will be abl to: social scienc

data scienc inferenti think through simulationsbeginnerlearn how to test hypothes draw infer and make robust conclus base on data.us real-world exampl from a wide rang of domain includ law medicin and footbal you’ll learn how data scientist make conclus about unknown base on the data available.often the data we have are not complet yet we’d still like to draw infer about the world and quantifi the uncertainti in our conclusions. thi is call statist inference. in thi cours you will learn the framework for statist infer and appli them to real-world data sets.not you will learn how to conduct hypothesi testing—compar theoret predict to actual data and choos whether to accept those predictions. you will util the power of comput to conduct simul by which you can evalu theori or hypothes about how the world works. thi cours will teach you the power of statist inference: given a random sampl how do we predict some quantiti that we cannot observ directly?y will also learn how to by quantifi the uncertainti in the conclus you draw from hypothesi testing. thi help assess whether pattern that appear to be present in the data actual repres a true relationship in the world or whether they might mere reflect random fluctuat due to chance. throughout thi cours we will go over multipl method for estim and hypothesi test base on simul and the bootstrap method. final you will learn about random control experi and how to draw conclus about causality.th cours emphas the conceptu basi of infer the logic of the decision-mak process and the sound interpret of results. comput scienc

program for data sciencebeginnerlearn how to appli fundament program concept comput think and data analysi techniqu to solv real-world data scienc problems.ther is a rise demand for peopl with the skill to work with big data set and thi cours can start you on your journey through our big data micromast program toward a recognis credenti in thi highli competit area.us practic activ and our innov processingj workspac applic you will learn how digit technolog work and will develop your code skill through engag and collabor assignments.y will learn algorithm design as well as fundament program concept such as data select iter and function decomposit data abstract and organisation. in addit to thi you will learn how to perform simpl data visualis use processingj and emb your learn use problem-bas assignments.thi cours will test your knowledg and skill in solv small-scal data scienc problem work with real-world dataset and develop your understand of big data in the world around you. comput scienc

public sector debt statisticsintermediateth cours examin coverag and account rule for public sector debt valuat classif import methodolog issu and the sourc and method use for compil the statistics.thi cours present by imf statist depart cover the fundament need to compil and dissemin comprehens public sector debt statist psd that are use for policy- and decision-mak as well as other users. the cours introduc the conceptu statist framework for psds—a present in the public sector debt statistics: guid for compil and users—in the context of the govern financ statist gf framework which is harmon with other macroeconom statist frameworks. basic concept definit and classif are cover along with the princip account rule includ valuat and consolid that are relev for psd compilation. the cours discuss the recommend the instrument and institut coverag for compil comprehens intern compar psd and how to record conting liabil such as govern guarantees. it also deal with the impact on psd of some debt-rel issu such as debt assumpt debt forgiv on-lend financi leas and financi bailouts. import psd compil considerations—includ what psd to compil and disseminate—and the imf’ guidelin and standard on dissemin psd are also covered. the cours also present possibl use of psd includ debt sustain analys dsa and fiscal risk and vulner analyses.upon complet of the cours particip should be abl to: econom & financ

sensor fusion and non-linear filter for automot systemsadvancedlearn fundament algorithm for sensor fusion and non-linear filter with applic to automot percept systems.in thi cours we will introduc you to the fundament of sensor fusion for automot systems. key concept involv bayesian statist and how to recurs estim paramet of interest use a rang of differ sensors. the cours is design for student who seek to gain a solid understand of bayesian statist and how to use it to fuse inform from differ sensors. we emphas object posit problem but the studi techniqu are applic much more generally. the cours contain a seri of video quizz and hand-on assign where you get to implement mani of the key techniqu and build your own sensor fusion toolbox. the cours is self-contain but we highli recommend that you also take the cours chm015x: multi-target track for automot systems. togeth these cours give you an excel foundat to tackl advanc problem relat to perceiv the traffic situat around an autonom vehicl use observ from a varieti of differ sensor such as radar lidar and camera. engin

first night - berlioz’ symphoni fantastiqu and program music in the 19th centurybeginnerlearn about hector berlioz' symphoni fantastiqu an icon romant symphoni that usher in an era of narr "program music."six year after the premier of beethoven' monument ninth symphoni compos hector berlioz sought to make use of the symphon genr but on hi own terms. inde he wrote not onli a five-mov symphoni but also a narr program to accompani and explain the symphony.thi music cours introduc student to the music and programmat element of berlioz' symphoni fantastiqu illumin a new direct for nineteenth-centuri music. the course' grand final is a live perform of the entir symphoni by the harvard radcliff orchestra.harvard' thoma forrest kelli morton b. knafel professor of music guid learner through berlioz' symphoni fantastiqu highlight berlioz' compost process hi innov orchestr and the recept of hi controversi piec of narr instrument music.y will learn the basic of romant music style berlioz' creativ expans of the standard orchestra and the debat surround the idea of pure music narr in the 19th century. addit first night modules:monteverdi' l'orfeo and the birth of operahandel' messiah and baroqu oratoriobeethoven' "ninth symphony"berlioz' symphoni fantastiqu and program music in the 19th centuryigor stravinsky' the rite of spring: modern ballet and riot human

the quantum internet and quantum comput how will they chang the world?beginnerdiscov quantum comput and the quantum internet. learn the principl and promis behind these develop and how they will impact our future.ther is no doubt that quantum comput and the quantum internet will have a great impact on our world. but we don’t yet know quit how. as with tradit comput - we will onli see the effect in the decad to come.thi cours will provid you with a basic understand of quantum comput and the quantum internet. togeth we’ll peek into the fascin world of quantum phenomena such as qubit superposit and entanglement.we’l envis the potenti impact of quantum comput and the quantum internet.you’l explor variou applic area such as quantum chemistri quantum machin learn encrypt and secur commun factor and blind quantum computation.th cours is aim at a broad and divers audienc includ policy-mak peopl with a scientif or person interest busi execut and student at all levels. we invit you on a journey beyond what is known to us now and to envis a world with quantum technologies.thi journey continu with our program quantum 101: quantum comput and quantum internet where we expand from an understand of the build block of quantum comput to look at further applic and possibilities.thi cours is author by expert from the qutech research center at delft univers of technology. in the center scientist and engin work togeth to enhanc research and develop in quantum technology. qutech academy’ aim is to inspir share and dissemin knowledg about the latest develop in quantum technology. scienc

research method an engin approachbeginnerlearn how to success design your research and understand the underli principl of postgradu research from an engin perspective.a phd or master’ level research project is an enorm undertak and you might find yourself a bit uncertain about the process or how to achiev the desir outcome. in thi research cours you will learn the underli principl that are need to conduct research from an engin perspective.thi cours is design for engin student conduct postgradu research work on engin projects. the object of the cours is to translat current research method which are mostli from a social scienc perspect into someth more relat and understand to engineers. our hope for thi cours is to go beyond the concept to understand the actual reason for do research in a certain way. while engin are the main target audienc non-engin will find thi inform use as well.th method taught in thi cours will equip you with the knowledg need to design plan and construct your own research process.what constitut good research: engin

rise to leadership becom a ceointermediatedo you have what it take to be a ceo? thi courseexplor the key compet that make the best ceo effect leaders.if you’r ambiti it’ natur to aspir to be the leader ofan organization. a lot of peopl in busi want to be a ceo; to lead and shape an organization. mani howev quickli discov that ambit alon is not enough to achiev thi goal. some ascend to thec-suit or leav to start their own ventur onli to discov that lead a busi - evenone' own - requir not just determin but a number of unanticip skills. if you’v pictur yourself in the corner offic want to report directli to a ceo or have the goal of consult with or advis a ceo thi cours will benefit you. the cours exploressix compet of a success ceo: an initi object assess of strength and weak will help you decid if you’r a “natural” ceo if you can becom a ceo by improv exist skill or if you should pursu other options. the skill learn in thi cours will also benefit individu contributor and those who manag peopl and teams. it offer a greater understand of how a ceo think and act - insight that can help anyon be more effect ina job. thi cours will give you insight into how ceo view strateg challeng formul solut and take action - and expos the path from individu contributor to the top job. through case studi group challeng and feedback from current ceo you’ll explor six key skill that make an effect ceo and form the foundat of their strateg work. busi & manag

build a cybersecur toolkitbeginnerdevelop a set of skill and characterist that expand beyond technic profici to becom a success cybersecur professional.technolog are alway be defeated.if you own an inform asset that’ valuabl enough to the right adversari it’ onli a matter of time befor there’ a breach. today’ technolog attempt to keep adversari out but the sad fact is they will inevit be defeated. thi mean a success cybersecur profession need to have an expand arsen in their toolkit that extend far beyond technic proficiency.cybersecur profession need to be agil multifunct flexibl and dynam given how quickli thing can change. they need to be abl to adapt to chang and problem solv quickli have divers knowledg to perform mani activ respond to new threat and shift prioriti to meet the challeng of the day.th purpos of thi cours is to give learner insight into these type of characterist and skill need for cybersecur job and to provid a realist outlook on what they realli need to add to their “toolkits” – a set of skill that is constantli evolv not all technic but fundament root in problem-solving.stud will learn from thought leader from both the academ and practition communities.bi the end of thi cours you will be abl to: comput scienc

market your android appsintermediatecr and design market activ to promot monet and increas the number of your app users.almost anyon who is develop android applic think about the possibl of sell it for profit. the app develop industri is boom and there is plenti of room for peopl to get in on the action. howev even though it sound straight-forward sell app is actual quit difficult.prob the most obviou way to get start is sell access to it but it isn’t the onli way to do it. in thi cours you will find sever way that can prove to be extrem profitable.learn how to promot and monet your apps. thi cours present the best practic of advertis monet and publish your app. it also cover an introduct to busi model that will help you make money from an app use googl admob and google’ mobil advertis platform specif design for mobil apps. engin

embed system essenti with arm get startedintermediateget practic without hardware. quickli prototyp and build microcontrol project use industry-standard apis.embed system are everywher – and arm-bas technolog are the industri standard. get start could not be easier. thi cours includ free access to an mbed simul so you can appli your new knowledg and skill to prototyp and build real-world embed applic quickli without the troubl or expens of sourc hardware. from the mobil wearabl and smart devic of today to the transform artifici intellig ai and 5g power internet of thing iot of the near futur embed system are the fundament build block of our connect world. as we move from billion to trillion of intellig connect devic it’ crucial that the next gener of engin have a thorough understand of how to rapidli build and deploy a modern embed system solution.in thi cours you will learn the fundament of an embed system and discov whi the arm architectur and processor are particularli well suit for iot applications.our interact lab have been design to cover the technic fundament develop in-demand skill essenti for ani aspir embed system engineer.y will begin by learn the characterist of an embed system it compon benefit and constraint identifi cost-perform trade-off and explor whi the arm architectur and processor are particularli well suit for the iot.you will then appli your new knowledg of digit and analog i/o interrupt low power featur timer and puls width modul to program an audio wave gener and audio player and control peripher along the way. all of thi will be support by the mbed api – so no addit hardwar is requir you can download and use the simul right on your own computer. over the six modul you will gain a key overview of:th possibl for futur iot develop and connect are enormous. in order to achiev thi vision of the futur mani engin and develop will be need to imagin and design these connect devic and the technolog they are built on.th world of embed system is your doorway into the iot and all the opportun it ha to offer. comput scienc

life with diabetesbeginnerlearn how to confid manag your diabet and live a healthi happi life.thi cours focus on provid skill and resourc for you and your famili to manag life with diabetes.y will learn what diabet is the differ between type 1 type 2 and gestat diabet as well as how they are treat and whi manag is so important.y will learn about recommend food choic and eat habit for those live with diabet as well as the best type of exercis to help manag blood glucos levels. lastli we will discuss overal strategi for keep well and manag your condit includ sick day manag hypoglycaemia manag and travel. medicin

human reproductionintermediatelet’ talk about all thing relat to human reproduct - from puberti to menopaus to fertil and contraception.hav you ever wondered: despit be one of the most import process in natur human reproduct is still wide misunderstood by mani of us. in thi foundat cours you will learn about human reproduct by explor the underli biolog the most common myth and the latest medic advances. to help you understand the realiti of make babi have babi and not have babi we have pull togeth a team of expert instructor that includ world-renown research from the robinson research institute. join us on a journey of discoveri as we answer all those question that you were too embarrass to ask and those question that you never even knew you had about humanreproduction. biolog & life scienc

enabl technolog for data scienc and analyt the internet of thingsbeginnerdiscov the relationship between big data and the internet of thing iot.th internet of thing is rapidli growing. it is predict that more than 25 billion devic will be connect by 2020.in thi data scienc cours you will learn about the major compon of the internet of thing and how data is acquir from sensors. you will also examin way of analyz event data sentiment analysi facial recognit softwar and how data gener from devic can be use to make decisions. comput scienc

astrophys explor exoplanetsintermediateexplor the mysteri of exoplanet - planet around other star – in thi beginn astrophys course.th discoveri of exoplanet is one of the greatest revolut in modern astrophysics. twenti year ago we had no idea whether ani of the countless star out there beyond our solar system had planet or not.today thing are total different. over 1 000 planetari system have been discovered. the univers is teem with planets. and what strang planet they are - hot jupiter-lik planet skim the surfac of their star cold and lone free-float planet far from ani star planet made of diamond planet with rain made of glass super-earth and even planet orbit neutron stars. in thi cours we’ll bring you up-to-d with the latest research on exoplanet and how thi research ha revolutionis our understand of the format of solar system like our own.thi cours is design for peopl who would like to get a deeper understand of these mysteri than that offer by popular scienc articl and shows. you will need reason high-school level mathemat and physic to get the most out of thi course.thi is the second of four anux cours which togeth make up the australian nation university' first year astrophys program. it follow on from the beginn cours on the greatest unsolv mysteri of the univers and is follow by cours on the violent univers and on cosmology. these cours compromis the astrophys xseries. learn more about the xseri program and regist for all the cours in the seri today! physic

unconvent reservoir geomechanicsbeginnerthi cours cover the geophys and engin concept need to understand the recoveri of hydrocarbon from extrem low permeabl unconvent oil and ga reservoirs.th product of hydrocarbon from extrem low permeabl unconvent reservoir through horizont drill and multi-stag hydraul fractur ha transform the global energi landscape. although hundr of thousand of well have been drill and complet recoveri factor remain low in both tight oil 2-10% and shale ga 15-25% reservoirs. thi cours design for both geoscientist and engin cover topic rang from the physic properti of reservoir rock at the nanometer- to centimeter-scal to the state of stress on fractur and fault at the basin-scale. the cours follow the textbook unconvent reservoir geomechan by mark zoback and arjun kohli avail in print or electron versions.unconvent reservoir geomechan cambridg univers press 2019https://www.cambridge.org/core/books/unconventional-reservoir-geomechanics/39665444034a2ef143d749df48a5e5dcth first part of the cours cover topic that becom progress broader in scale start with laboratori studi of the microstructur mechan and flow properti of reservoir rock and conclud with field observ of fractur fault and the state of stress in unconvent basins. the second part of the cours focus on the process of stimul product use horizont drill and multi-stag hydraul fracturing. import engin concept will be review includ microseism monitor product and deplet well-to-wel interact and hydraul fractur propagation. the final part of the cours address the environment impact of unconvent oil and ga develop in particular the occurr and manag of induc seismicity.two unit will be releas each week on edx. each unit will be compris of 3-5 video modul 10-20 minut in length. video can be access at ani time befor the end of the course. grade will be base entir on 6 homework assignments. homework are due on edx at the start of each week at 07:00 utc 00:00 pst. student who select the verifi enrol option and earn at least 70% on the homework will receiv a certif from edx. energi & earth scienc

strateg account managementbeginnerlearn the sought-aft skill requir to effect maintain retain and grow exist enterpris partnership and customers.strateg account manag will examin a major challeng of sale team - how to maintain your custom relationship in a competit marketplac and how to grow their busi with you. in thi cours you will learn the sale process framework and skill set util by top sale organ in manag channel partnership with retail and resellers. further you will learn how to implement a sale strategi to meet custom need and increas custom satisfaction. you will be challeng to demonstr your account manag skill cover the rang from custom servic custom success and to key account management. thi cours is all about prepar you as a strateg account manag to build newli form client relationship into long-term account to meet long-term goal of both client and the organization.upon success complet of thi cours the student should be abl to: busi & manag

pytorch basic for machin learningbeginnerthi cours is the first part in a two part cours and will teach you the fundament of pytorch. in thi cours you will implement classic machin learn algorithm focus on how pytorch creat and optim models. you will quickli iter through differ aspect of pytorch give you strong foundat and all the prerequisit you need befor you build deep learn models.thi cours is the first part in a two part cours and will teach you the fundament of pytorch while provid the necessari prerequisit you need befor you build deep learn models.w will start off with pytorch' tensor in one dimens and two dimens you will learn the tensor type an oper pytorch automat differenti packag and integr with panda and numpy. thi is follow by an in-depth overview of the dataset object and transformations; thi is the first step in build pipelin in pytorch.in modul two we will learn how to train a linear regress model. you will review the fundament of train your model includ concept such as loss cost and gradient descent. you will learn the fundament of pytorch includ how to make a predict use pytorch' linear class and custom modules. then determin loss and cost with pytorch. final you will implement gradient descent via first principles.in modul three you will train a linear regress model via pytorch' build in function develop an understand of the key compon of pytorch. thi will includ how to effect train pytorch' custom modul use the optim object allow you an effect way to train ani model. we will introduc the data loader allow you more flexibl when work with massiv dataset . you will learn to save your model and train in applic such as cross valid for hyperparamet select earli stop and checkpoints.in modul three you will learn how to extend your model to multipl input and output dimens in applic such as multipl linear regress and multipl output linear regression. you will learn the fundament of the linear object includ how it interact with data with differ dimens and number of samples. final you will learn how to train these model in pytorch. in modul four you will review linear classifi logist regress and the issu of use differ loss functions. you will learn how to implement logist regress in pytorch sever way includ use custom modul and use the sequenti method. you will test your skill in a final project. data analysi & statist

introduct to cloud foundri and cloud nativ softwar architecturebeginnera hands-on workshop to learn how to deploy and manag applic on cloud foundry. grow from novic to knowledge-hound in your spare time!do your team use cloud foundri to deploy applications? or would you like to use cloud foundri but haven't had time to learn the lingo? then thi cours is just what you need! cloud foundri make it simpl for develop to deliv busi valu more quickli without wast time get their app to the cloud -- it' alreadi there.thi cours is an introduct to cloud foundri includ distribut avail to end user an overview of the platform' compon and what it mean to be cloud foundri certified. the cours also includ technic instruct on how to use the command line interfac how applic are deploy what servic are within the context of the system and basic debug practices.fin the workshop will take you on a tour through what it mean to build cloud-n applic architectur and ideologically. in do so we'll review the 12-factor method of compos modern distribut web systems. comput scienc

know hbv and hcvbeginnervir hepat is among the greatest public health problem in the world with death that ha surpass hiv/aid by 2014. most of the death are caus by liver cancer or liver cirrhosi among the estim 350-400 million peopl live with undiagnos or untreat chronic hepat b or c infection. elimin the public health problem of hepat is feasibl by end transmiss reduc chronic viral hepat complic with screen care and treatment and by end diseas stigma and discrimination. achiev thi goal will requir healthcar worker who are knowledg and profici in hepat prevent and control.vir hepat is among the greatest public health problem in the world with death that ha surpass hiv/aid by 2014. most of the death are caus by liver cancer or liver cirrhosi among the estim 350-400 million peopl live with undiagnos or untreat chronic hepat b or c infection. elimin the public health problem of hepat is feasibl by end transmiss reduc chronic viral hepat complic with screen care and treatment and by end diseas stigma and discrimination. achiev thi goal will requir healthcar worker who are knowledg and profici in hepat prevent and control.know hbv/hcv is an open-access onlin train cours develop for practition and student in primari care and public health. the content of the cours is base on the best avail data and technic guidelin from profession societi world health organ and us center for diseas control and prevention. upon success complet the particip will have learnt about the burden of chronic hepat b and c and liver cancer the type of viral hepat and transmiss rout prevent hepat b vaccin administr and storag diagnosi and monitor of chronic hepat b prevent of blood born infect in the healthcar set includ inject safeti and post exposur prophylaxis.th train is develop by asian liver center at stanford university.y will learn about medicin

the suprem court & american politicsbeginnertak a journey through the histori of the unit state suprem court with primari emphasi on the court’ interact with america’ polit life. from washington to trump the suprem court ha been both immers in polit and kept apart from it.th univers of baltimor school of law and lyle denniston who ha been cover the suprem court of the unit state for over five decad examin the court’ interact with america’ polit life.from the found of a new nation - with the creation of a truli nation constitut at the philadelphia convent in the summer of 1787 - until the event of our own time the suprem court ha been both immers in the polit scene and apart from it.a basic understand of american govern and histori will be use but no prior knowledg is requir on thi journey to help answer one question: “i the suprem court a polit institution?”each week learner will be present with video - both lectur and discuss with one of sever guests. these guest will include:thes weekli video lectur and discuss will be supplement by read materi and discuss that will help you understand whi a nation court is in realiti veri differ from the politically-chosen nation polici branches: congress and the presidency. despit thi distinct the suprem court of the unit state must still be a constitut partner to these elect bodies.thi updat version of the cours examin new decis by the u.s. suprem court that expand our constitut understand of the american people' role in elect the presid and that clarifi the method beyond the text of the constitut for hold presid accountable.join lyle denniston and the univers of baltimor law school as we unpack the compel stori of the suprem court and american politics! law

sale enabl & analyticsbeginnerlearn how to use data tool and technolog to drive product and set yourself apart as sale leader.organ today have an influx of data which when use effect can deriv action insight for both the sale organ and their clients. today' sale leadersne to systemat increas their sophist in leverag data tool and domain expertis to provid custom insight consult and guidanc to their strateg customers. in thi cours you will explor concept cover in the previou cours within the enterpris sale profession certif but through the len of the tool and technolog which enabl data-driven decisions. use the appropri tool and technolog will permit sale repres and manag to creat valu for their client ultim increas custom satisfact and likelihood of long-term client retention.upon success complet of thi cours the student should be abl to: busi & manag

cloud comput for enterprisesintermediateunderstand cloud comput technolog and how they can increas busi product and effectiveness.organ are increasingli move their critic inform and asset to the cloud. understand the technolog best practic and econom of cloud comput and the reward and risk of thi rush to the cloud.in thi cours part of the cloud comput micromast program you will learn the essenti of cloud comput includ infrastructur as a servic iaa platform as a servic paa softwar as a servic saa and other "x as a service" platforms.y will explor how the cloud can support busi by increas product and effectiveness. thi cours is part of the cloud comput micromaster’ program from umgc. upon complet of the program and receipt of the verifi micromaster’ certif learner may then transit into the full umgc master’ program in cloud comput architecture. see the micromast program page for more information. comput scienc

divers and social justic in social workadvancedincreas your knowledg and critic think skill relat to divers human right and social justic and injustice.in thi social scienc cours you will develop a framework for:w will explor the knowledg base that underli skill need to work toward justice. you will learn about type and sourc of power multipl social locat social construct social process social ident conflict and how all these interact.y will develop skill in critic contextu think and analys and in praxi learn to use knowledg and theori to recogn and critiqu underli assumpt and paradigm and inform work for change.y will learn how multipl kind of boundari are especi important--across group between organ and system level and within and between peopl relat to intersect social locations.y will activ explor how societ power and divers character and shape the human experi and are critic to the format of social structur cultur understand group and organiz process and identities. you will learn how the dimens of divers are understood as the intersection of multipl factor including: age class color cultur disabl ethnic gender gender ident and express immigr statu polit ideolog race religion sex and sexual orientation.y will learn how current experi of privileg and oppress are shape by histor forc societ structur social construct group interperson process and human understandings. thi includ an understand of the institut organiz polici and socio-cultur arrang that contribut to privileg and oppression. addit thi cours will explor formul of human right includ posit right and neg condit that need to be eradicated.y will also studi how social justic and injustic occur in organ institut and societi relev theori that can inform work for justic e.g. critic race theori and compon of mani theori and how mechan of oppress and privileg work e.g. margin exploit violenc cultur hegemoni and powerlessness.thi cours is part of the social work: practic polici and research micromast program offer by michiganx. pleas note that to complet thi program with a micromast certif you must be enrol as a verifi learner in all cours in the program by novemb 30 2020 and you must complet all assess by march 29 2021. social scienc

public librari market and public relationsbeginnerlearn how to develop effect market and pr strategi to help share your library’ program servic and valu with the broader community.in thi cours part of the public librari manag profession certif program you’ll learn how to use attract graphic design public relat outreach with the media and paid market to better commun about your librari and in the case of social media build better convers and relationship with patrons.solut at multipl budget point e.g. diy softwar versu work with a design will also be discussed. human

healthcar financ econom and riskintermediategain the knowledg of financi system need to be a leader or administr in the healthcar industri and how they impact strateg plan qualiti assur and risk manag initiatives.thi cours is part of the healthcar administr micromast program which consist of 7 cours and a capston exam. after complet the program you can also appli to doan univers to complet your mba onlin for approxim $10 500 learn more about the program here. in order to be a leader/administr in thehealthcareindustri you must have a basic understand of healthcar financ risk legal and regulatori issu in order to navig and chang the system. manag risk is one of the primari respons of a leader. thi requir a basic understand of the financi health and regulatori constraint one oper within to anticip and address chang dynamics. thi cours will focu on healthcar econom and financeto help you articul new approach to manag cost and improv access qualiti and safety. you will learn how to assess the fiscal statu of a healthcar organization. strateg plan market qualiti assur and risk manag initi for healthcar organ will also be explored. econom & financ

videox creat video for the edx platformbeginnerlearn the best and most effici way to creat video content for the edx platform.videox is an introduct to the video creation process for edx.org. thi cours is part of the edx cours creator xseri and should be taken after complet studiox.aft complet thi cours you will be abl to:videox is a cours for everyon and doe not requir ani previou experi in video production. so what are you wait for? get start today! educ & teacher train

mathtrackx probabilitybeginnerunderstand probabl and how it manifest in the world around us.thi cours is part five of the mathtrackx xseri program which ha been design to provid you with a solid foundat in mathemat fundament and how they can be appli in the real world.thi cours introduc probabl and how it manifest in the world around us. begin with discret random variabl togeth with their use in model random process involv chanc and variat you will start to uncov the framework for statist inference.guid by expert from the school of mathemat and the math learn centr at the univers of adelaid thi cours will introduc discret and continu random variabl and their applic in a varieti of contexts.join us as we provid opportun to develop your skill and confid in appli mathemat to solv real world problems. math

sign languag scienc factor contribut to natur changebeginnerthi cours describ how we use histor data to demonstr languag change. while earliest indic suggest that the origin of a sign languag began as a gestur form it ha evolv as it wa hand down.in thi cours we will explor how languag chang over time. we know from document that earli asl doe not look the same as it doe today. the earliest indic suggest that it origin as gestur but that’ not what peopl learn today. that’ becaus as it wa pass down it evolv and changed. in thi cours we will look at the histor data and discuss how the languag changed. languag

account system structur and inform managementbeginnerget introduc to account concept and learn how account measur incom and record transactions.thi cours begin with an introduct to financi account and explain how account inform assist in make decisions. we’ll look at the compon of the balanc sheet and analyz the effect of transact on the balanc sheet equation. we’ll review the differ type of ownership and compar the featur of sole proprietorship partnership and corporations. we’ll then proceed to learn how account measur incom and explor the concept of revenu recognit and matching. we’ll look into the relationship between balanc sheet and incom statement and also cover the statement of retain earn and earn per share.we’l wrap up thi cours with a look at the double-entri system and record process and learn how to prepar and use a trial balance.thi cours is part 1 of the new york institut of finance’ financi account profession certificate. econom & financ

sustain develop the post-capitalist orderbeginnersustain develop repres a shift from our current system of inequit capit to one that priorit prosper for all while remain consciou of it environment impact and sustain for futur generations. learn whi sustain develop ha been adopt by countri and multilater organ around the world and how thi approach is transform the way we live work and govern our planet.our present system of global capit is flawed. while it ha produc immens wealth and econom growth in nearli all region of the world it ha also priorit profit over peopl and harm consumpt practic over the need of our planet. sustain develop must bring about a new world order to replac the vice of global capit ensur develop human wellb and environment security. thi cours present agenda 2030 and the sustain develop goal as the necessari successor to laissez faire-styl capit and emphas the urgenc of embrac sustain develop object to transform our economi into a more reactiv effici inclus and environmentally-consci system. thi 8-week massiv open onlin cours mooc provid an in-depth look at the shortcom of our current and past global economi and show whi and how sustain develop ha becom the universally-priorit agenda for the futur of our world. the topic cover rang from market econom to educ gender equal intern trade financ and more. thi cours is for: econom & financ

health law polici and advocacyintermediateexplor import issu in health law. discov how health polici are develop adopt and implement as well as the factor that influenc thi process.thi cours is part of the healthcar administr micromast program which consist of 7 cours and a capston exam. after complet the program you can also appli to doan univers to complet your mba onlin for approxim $10 500 learn more about the program here. to be an effect agent of chang a healthcar administr must have a foundat understand of healthcar advocaci law and regulatori issu as well as compliance. thi cours will focu on a wide rang of import issu in health law health polici and the factor at play when develop a strateg advocaci platform such as bioethic and inform consent. at the conclus of thi cours learner will be abl toidentifi health polici that promot qualiti advocaci and system changewithin a healthcar organization. law

introduct to hapticsbeginnerparticip in thi cours will learn how to build program and control haptic devic which are mechatron devic that allow user to feel virtual or remot environments.to particip in lab assign which is not strictli requir to receiv a statement of accomplish the particip will need to acquire/build the compon of a hapkit and assembl and program the device. laboratori assign use hapkit will give particip hands-on experi in assembl mechan system make circuit program arduino-bas micro-control and test their haptic creations. after the class we hope that you will continu to use and modifi your hapkit and let us know about your haptic creations. pleas note that you can still particip in the onlin cours without the hapkit and receiv a statement of accomplish but you will not be abl to do most of the laboratories.th cours is divid into 5 modul and we suggest that you complet one modul per week. in each modul particip will view onlin lectur take onlin quizz interspers with the lectur and complet a laboratori assignment. data for each lab assign will be submit online.modul 1: introduct to haptic technolog and human hapticsmodul 2: hapkit mechan design and assemblymodul 3: hapkit mechatronicsmodul 4: program virtual environmentsmodul 5: mechan character and simul engin

decis make under uncertainti introduct to structur expert judgmentbeginnerdon't let the absenc of data or the lack of appropri data affect your decision-making. learn how expert opinion can be use rigor for uncertainti quantification.in an increasingli data-driven world data and it use aren't alway all it' crack up to be. thi cours aim to address the critic lack of ani or appropri data in mani area where complex decis need to be made. for instanc how can you predict volcano activ when no erupt have been record over a long period of time? or how can you predict how mani peopl will be resist to antibiot in a countri where there is no avail data at nation level? or how about estim the time need to evacu peopl in flood risk areas? in situat like these expert opinion are need to address complex decision-mak problems. thi cours aim at research and profession from ani academ background will show you how expert opinion can be use for uncertainti quantif in a rigor manner. variou techniqu are use in practice. they vari from the inform and undocu opinion of one expert to a fulli document and formal elicit of a panel of expert whose uncertainti assess can be aggreg to provid support for complex decis making. in thi cours you will be introduc to state-of-the-art expert judgment method particularli the classic model cm or cooke' method which is arguabl the most rigor method for perform structur expert judgment. cm develop at tu delft by roger cook ha been success appli for over 30 year in area as divers as climat chang disast manag epidemiolog public and global health ecolog aeronautics/aerospac nuclear safeti environ and ecolog engin and mani others.bi the end of the cours all learner will be abl to: verifi learner will have the ad benefit of be abl to: busi & manag

ap® calculu bcbeginnerlearn ap® calculu bc topic from highli respect ap calculu instructor to prepar for the ap® calculu bc exam.in thi calculu cours you will learn all the calculu bc topic that are not part of the ap® calculu ab curriculum by engag with video instruct exam-styl question and interact activities.each topic is broken up into bite-s pieces—with short instruct video interact graph and practic problem written by mani of the same peopl who write and grade your ap® calculu exams.top include:thi cours is specif design for student who have alreadi taken or are current enrol in calculu ab. thi cours combin with a tradit calculu ab cours will prepar student to take the calculu bc exam.*advanc placement® and ap® are trademark regist and/or own by the colleg board which wa not involv in the product of and doe not endors these offerings. math

advanc linear algebra foundat to frontiersadvancedlearn advanc linear algebra for computing.linear algebra is one of the fundament tool for comput and data scientists. in advanc linear algebra: foundat to frontier alaff you will build your knowledg understand and skill in linear algebra practic algorithm for matrix comput and the analysi of the effect of floating-point arithmet as perform by computers. comput scienc

understand polit conceptsbeginnerthi cours offer an excit journey through polit scienc concepts. understand key concept like parti bureaucraci andconstitut by use new method develop for scholar and students; includ the innov "hyperpolitics" tool.thi cours is part of the ipsamooc project a joint ventur federica weblearn - ipsa the intern polit scienc associationpolit scienc discours bring us face to face with mani import concept like author democraci and power. howev all of them are use differ in differ context and their specif mean depend on the theori they relat to. there is no way around such puzzl diversity. student of polit scienc simpli have to accept thi challenge. yet the divers of polit scienc concept can be use as a power resourc for learn through intellectu techniqu for stir person creativity. thi mooc teach conceptu think and elementari theory-build through hyperpolit an interact dictionari for understand and work with the most central concept in polit science. it aim is to provid student with fresh critic insight about key polit concept by offer a methodolog that enabl user to unpack and reconstruct them on their own. it companion open-access websit serv as a power tool for student to practic forg their own vocabulari while learn how to make profession use of authorit ps internet resources. through ten lesson thi mooc compris lectur section base on visual of the argument present read assign and practic exercises. social scienc

hyperson – from shock wave to scramjetsadvancedunderstand flight at speed greater than mach 5 and discov how to analys the perform of a scramjet.a flow is call hyperson if the mach number is greater than 5. thi mean that the flow speed is more than five time the speed of sound. in air at room temperatur the speed of sound is around 340 m/ so a mach 5 flow would have a flow speed of 1.7 km/ or just over 6 000 km/h. when a rocket launch a satellit into earth orbit when a probe enter the atmospher of anoth planet or when an aircraft is propel by a superson combust ramjet engin a scramjet hyperson flow are encountered. hyperson - from shock wave to scramjet introduc the basic concept associ with flight at speed greater than mach 5 and take student to the stage where they can analys the perform of a scramjet engin that might be use in a futur access-to-spac system. engin

micro and nanofabr (mems)advancedlearn the fundament of microfabr and nanofabr by use the most effect techniqu in a cleanroom environment.microfabr and nanofabr are the basi of manufactur for nearli all modern miniatur system that are ubiquit use in our daili life. exampl include; comput chip and integr sensor for monitor our environ car mobil phone medic devic and more.micro- and nanofabr can be taught to student and profession by textbook and ex-cathedra lectur but the real learn come from see the manufactur step as they happen.in thi engin cours we will go a step beyond classroom teach to not onli explain the basic of each fabric step but also show you how it’ done through video sequenc and zoom into the equipment. engin

scientif method and researchintermediatelearn how to conduct research base on scientif methodolog and analyz scientif articl and conduct experiments.what doe it mean to conduct research? what are the distinct stage of the research process? what are the requir of modern scientif research? how do you analyz a scientif article? thi cours will teach you to conduct research in accord with scientif methodology. you'll learn to analyz scientif articl in engin and scienc subject and how to conduct scientif experiments. the cours will help to develop the core skill of a scientist give you the research tool to succeed. the cours materi is well-suit for anyon interest in the problem of uncov knowledg and science; give you a methodolog for the achiev of educ and scientif activities. thi cours is for anyon who ha ever said “scienc is interesting.” it will appeal to those who want to learn the process behind modern scientif research. scienc

custom centric market for entrepreneursintermediatedesign a market campaign and learn how to creat brand excit and attract engag customers!it is not uncommon for student execut and busi owner to feel overwhelm by the myriad of market solut avail today. how do you decid if social media direct sale or perhap event market is right for your business? thi cours help you understand how to build a brand and reach your potenti and current custom in the most effect and effici manner. the landscap for market identifi and seiz opportun for market growth ha chang dramat over the past decad make market decis more confus than ever before. understand how to quickli identifi true custom need and then appli the learn to identifi the right market approach for your compani is critic if you are look to launch and/or grow a business. in thi uniqu entrepreneuri market cours you will gain practic experi by learn how to design a customer-centr market campaign for your own busi or for an organ that need market support. we will teach you how to better understand your customers’ need and use thi knowledg to develop and launch a market campaign that engag consum and creat traction use the right market channels. your campaign might be an integr social media program an event-driven workshop a sale outreach initi or someth entir different. you will learn how to view the custom engag experi through the eye of your target market to effect build a strong brand. final you will learn how to evalu and measur the success of your campaign to ensur you can either repeat success market initi that work or pivot when the campaign doe not meet your busi growth goals. busi & manag

dog behavior problem and solutionsintermediatehav you ever wonder whi your dog behav a certain way? learn the scienc behind a dog’ behavior and how to critic evalu differ techniqu of dog training.dog can be our most belov pet and companion but our live with them are not without difficulties. whether it be excess bark jump on furnitur or chew your favorit pair of shoe it can sometim be frustrat get your dog to be obedi and behave. in thi cours you will explor modern approach to dog behavior problem and train that incorpor the latest find from behavior science. thi cours is for dog trainer behaviorist and anyon who want to learn about dog and their behavior. the cours will cover the use of behavior function analysi to: by the end of thi cours you will better understand your dog and how to best train them base on their specif behavior and temperament. social scienc

the busi of miningbeginnerlearn the theori behind run a mine and see if you'v got what it take to explor plan oper and close a mine operation.min underpin much of our technolog and industri as well as modern societi in general. a success mine should be run effici and respons from explor through to closur with sound econom manag everi step of the way. in thi cours you’ll examin the busi aspect of mine focus on the life cycl of a gold mine and discov the technic and econom issu that affect the explor plan oper and closur of a large-scal mine project.th busi of mine ha recent won the best in class in the univers categori of the interact media award in the usa. the judg criteria includ design content featur function usabl standard complianc and cross-brows compatibility.bi the end of thi cours you will be abl to: busi & manag

social work practic in commun organ manag and policy/evaluationadvancedlearn about macro social work and how to have larg scale impact on entir commun and system of care.in thi social scienc cours we will discuss variou method strategi and skill within macro social work practic use to help identifi and address need on a larger scale. you will gain knowledg and skill in the area of commun organ manag and polici advocaci and learn about the variou role social worker play within these areas. thi cours will provid an appreci of the histor and contemporari import of these social work method and the relev of these method for divers popul and identities.w will focu on:you will also learn concept and practic skill involv assess problem solv and intervent plan at the macro level and strategi to work effect with commun and organizations. content includ reflect practic and util interperson skill in macro practice.thi cours is part of the social work: practic polici and research micromast program offer by michiganx. pleas note that to complet thi program with a micromast certif you must be enrol as a verifi learner in all cours in the program by novemb 30 2020 and you must complet all assess by march 29 2021.on complet of thi cours you will be abl to: social scienc

the busi of age in the longev economybeginnerth busi of age in the longev economi will introduc you to the interdisciplinari field of age import concept of senior live administr and to the master of scienc degre at georgetown univers in age & health. thi three-modul cours is appropri for anyon interest in learn about age person or profession includ colleg graduat who are interest in age social and polici issu as well as mid-car or encore-car student who seek profession advanc or a shift in the career track.a we continu to live longer and healthier live it is vital that we develop innov solut to support the age and their caregiv to enabl fulfil and comfort live for all. these solut requir a multidisciplinari approach to construct healthier understand of age and build a more age-integr society.th busi of age in the longev economi will introduc you to the interdisciplinari field of age import concept of senior live administr and to the master of scienc degre at georgetown univers in age & health. thi three-modul cours is appropri for anyon interest in learn about age person or profession includ colleg graduat who are interest in age social and polici issu as well as mid-car or encore-car student who seek profession advanc or a shift in career track.w featur faculti expert who address the follow topics:in thi context we will take you on a virtual tour of a senior live commun and hear first-hand from industri expert on the busi model be implemented. we will also hear from student in the age and health masters’ program who will share their insight as they prepar to enter the workforce.follow are the key contributors:y will come away from thi cours with better understand of age and health and how we can work to address modern -- and futur -- senior care needs. you will develop further understand of the fundament current issu underli the global longev economi which is estim to be $15 trillion in 2020. these includ accommod an older workforc enabl peopl to live comfort as they age in place at home or in senior live commun and serv the need of famili caregivers. social scienc

understand the australian health care systembeginnerunderstand and navig the complex of australia’ world-lead health care system by follow patient journeys.thi cours will enabl you to understand the work of the australian health care system. by follow in the footstep of patient journey you will gain an experienti understand of how thi multi-lay system oper in the context of the geograph social and cultur landscap of australia and how to success navig within thi system.thi cours will enabl you to answer question such as:you will engag in mani activ throughout thi cours to explor these and other questions.on complet of thi cours you should be abl to: medicin

age of sustain developmentintermediatelearn the basic of sustain develop -- what it is whi it' import and how we can achiev it.sustain develop is the most urgent challeng face humanity. it fundament question is: how can the world economi continu to develop in a way that is social inclus and environment sustainable? thi cours provid a broad overview of the interact between the economi and our environ and human from the constraint of finit resourc to the activ that drive climat chang to equal for all. thi cours is an updat version of professor sachs' popular 2015 cours of the same name. it includ new perspect and a reorient toward agenda 2030 and the sdgs. join us for thi introduct to the tenet of sustain develop develop by expert on the latest in the social polici and physic sciences. thi cours is for: social scienc

internation creat digit content for the worldadvancedlearn how a digit product becom world-readi how doe it need to be design for worldwid releas without alter it code for each market? who need to be involv in which stage of the process? how do you doassur qualiti for world-readiness?w to learn how to creat a digit product that is truli readi for the world? one that can be releas in mani market and for differ languag without ani alter to it code? thi is the cours for you! it show you everyth a develop or pm need to know to keep in mind when work on softwar or websit that will be consum across differ markets. thi cours is an introduct to internation the process of develop the core of a digit product whose featur and design are not sole base on a singl languag or locale. you will learn how to cater for differ write system region format and even direction of script like the arab one. you will also learn about design requir around localiz that need to be met befor you can even start with translat your product into other languages. and you will get a glimps at the challeng of creat product that don’t offend foreign market becaus they are cultur or polit insensitive. thi cours will show what need to be done to ensur the best user experi in intern market even befor localizing. comput scienc

multi-object track for automot systemsadvancedlearn how to local and track dynam object with a rang of applic includ autonom vehiclesautonom vehicl such as self-driv car reli critic on an accur percept of their environment. in thi cours we will teach you the fundament of multi-object track for automot systems. key compon includ the descript and understand of common sensor and motion model principl underli filter that can handl vari number of object and a select of the main multi-object track mot filters. the cours build and expand on concept and idea introduc in chm013x: "sensor fusion and nonlinear filter for automot systems". in particular we studi how to local an unknown number of object which impli variou interest challenges. we focu on camera laser scanner and radar sensor which are all commonli use in vehicl and emphas on situat where we seek to track nearbi pedestrian and vehicles. still most of the involv method are more gener and can be use for surveil or to track e.g. biolog cell sport athlet or space debris. the cours contain a seri of video quizz and hands-on assign where you get to implement sever of the most import algorithms. learn from award-win and passion teacher to enhanceyour knowledg at the forefront of research on self-driv vehicles. chalmer is among the top engin school that distinguish itself through it close collabor with industry. engin

econom and polici in a biobas economyadvancedlead your compani to make the switch to biobas resourc and build a profit sustain business. learn how to deal with the econom and polici govern thi transit and the implement and learn how to measur the outcome.“in order to produc food in a sustain way for an addit 2 billion peopl by 2050 a business-as-usu approach will not be sufficient. thi is especi true in the face of climat chang and other forc threaten natur resourc like biodivers land and water that are essenti for food product and agricultur includ forestri and fisheries. to meet these challeng scienc and the applic of biotechnolog as well as convent technolog will play a key role.” faoar you respons for deal with the econom and polici govern the transition- and implement of biobas product and resources? join the cours econom and polici in a biobas economi and discov the whole valu chain from research & develop over applic process retail and final demand. learn how the valu chain and the rent and their distribut along the chain are affect by policies. exampl such as the benefit and cost of develop cultiv and market genet modifi organ gmo will be discuss extensively.upgrad your knowledg about the recent trend in the circular economi and in sustain business. know how to measur adopt and environment benefit learn about the benefit and cost and the distribut of sustain product market power approv process suppli chain guid polici and the current social debate.join the micromast programme!thi cours is part of the micromast programm econom and polici for a circular bio-economya seri of 3 cours and a final capston project design to help you cover the econom and polici side of convert biolog resourc into biobas products. you will be abl to contribut to manageri decision-mak as well as polici development.explor the other cours in thi micromast programme:y might also like the micromast busi and oper for a circular bio-economy. energi & earth scienc

strateg leadership in healthcareintermediatedevelop your own leadership style while also coach and mentor team to promot individu growth and improv organiz outcomes.thi cours is part of the healthcar administr micromast program which consist of 7 cours and a capston exam. after complet the program you can also appli to doan univers to complet your mba onlin for approxim $10 500 learn more about the program here. lead organiz chang can be a challeng for anyone. do so in a larg heavily-regul environ such as healthcar without theprop tool to develop coach and mentor employe is a recip for failure. such dynam environ call for skill strong leader to guid the way and develop success function teams. learn foundat skill critic to leader includ commun skill coach mentor negoti and motiv theory. thi cours will also explor team develop through facilit and collaboration. assess your person style of leadership by learn more about strength and area of improvement. thi cours will also focu on practic strateg think practic leadership theori and leadership style develop and how leadership style can be use to think and act strategically. busi & manag

terror and counterterror an introductionbeginnerwhat is the danger of terror and how can the world respond effectively? thi is an abridg version of the full course.terror ha gone from a persist yet margin secur concern to one of the most import secur problem of our day. there are few countri that do not suffer from some form of terrorism. though mani attempt at terror fail some group wage lengthi and bloodi campaign and in except case kill hundr or even thousand in pursuit of their ends.thi cours on terror will explor the nuanc involv in defin terrorism; the natur of al qaeda the islam state and other import groups; the effect of differ counterterror tools; terrorist recruit counterterror and the rule of law; the polit context in the middl east; and the terrorist use of technology.for those interest in a more extend version of the cours the full 7-section cours terror and counterterror is avail here. human

explor psychology' core concepts|走进心理学beginnerhowdo you interpretth da vinci code? isa sleepwalk awar of themselves? islanguag befor the mind or the contrary? thi cours will answerthes question and more with psycholog theories. thi cours provid an introduct to the basic concept that form the foundat of the field of psychology. topic includ histori of psycholog biolog base of behavior sensat and percept conscious learn and memori and life-span development. class lectur emphas an empir approach to a scientif understand of human behavior across these domains. in addit to learn basic content inform about psycholog student will learn how psychologist ask question evalu evid and commun with each other. 心理学是现代生活中人们最广泛涉及的主题，无论是生活中的衣食住行，还是工作中的为人处世，都离不开心理学，都需要心理学的知识和帮助。世界有三大谜：物质起源之谜、生命起源之谜、意识起源之谜，心理学就是探索关于意识起源之谜的科学。心理学研究领域丰富而广泛，且与许多学科有交叉，每一个学生都可能从中找到自己感兴趣的领域。本课程从认知、学习、情感、人际、健康、行为不同侧面介绍心理学知识，以回答学生们在探索自我、认识社会与思考人生的困惑。 social scienc

creat virtual realiti (vr) appsintermediatethi cours is part of a profession certificatebuild profession vr app use uniti 3d a power cross-platform 3d engin that provid a user-friendli develop environment. in thi cours part of the virtual realiti profession certif program you will learn how to build a vr engin from the ground up so you fulli understand the entir render pipelin from 3d model to pixel in the vr display. we will also cover motion predict 3d stereo len distort time warp and other optim for a fluid realist vr experience.y will also learn how to implement the most import vr interact concept such as select manipul travel wayfind menu and text input in unity.un is a gui base program environ in which much of the program can be done through dialog windows. it also support script written in c# which as we will show will allow for more complex vr functionality.what you learn about vr program in thi cours will help you write vr game architectur walkthrough engin simul 3d data viewer medic train applic and mani more. comput scienc

dynam and controlbeginnerthi is an interact cours about the basic concept of system control and their impact in all the human activities.thi is an interact cours about the basic concept of system control and their impact in all the human activities. first the basic concept of system dynam structur and control are introduced. then look at mani exampl in natur and human made devic we will realiz that the dynam behavior of most system can be modifi by ad a control system. later we will see how know how to evalu the dynam behavior of a system and measur it perform will provid the tool to design new control system fulfil some requirements. by consid which are the benefit of control and the challeng for the futur we will open the mind to tackl new applic and develop new scenario from the micro-system level to the common system and the whole universe. an overview of the techniqu avail for a deeper introduct to the subject will be present at the end. control technolog is said to be a hidden technology. we do not notic it under normal oper but it appear if a failur happens. look around in natur and at human made devic we realiz that their behavior present analog and that we can manipul their tempor evolution. character the dynam behavior of system and the possibl to chang it by introduc control devic is the main aim of the course. you will learn to analyz the dynam properti of a system and the option to chang it behavior accord to some requirements.y will learn the basic concept to undertak further studi in control engin and it use in a varieti of disciplin from human and social scienc to ani engin field.character the dynam behavior of system and the possibl to chang it by introduc control devic is the main aim of the course. you will: engin

find your cybersecur career pathbeginnerlearn about differ career pathway in cybersecur and complet a self-assess project to better understand the right path for you.in thi cours you will focu on the pathway to cybersecur career success. you will determin your own incom skill talent and deep interest to appli toward a meaning and inform explor of 32 digit pathway of cybersecurity.y will complet a self-assess compris of element need to determin essenti next step on your career path.bi the end of thi cours you will be abl to: comput scienc

mechan rotat dynamicsintermediatelearn about rotat dynam rigid bodi and moment of inertia in thi calculus-bas physic course.thi cours is the third of a seri of four modul that cover calculus-bas mechanics. you will explor rotat motion and learn about the concept of torqu and angular momentum. you will learn about the conserv of angular momentum and use it with other conserv law to solv complex problem in rotat dynamics. the modul are base on materi in mit' physic i which is requir for all mit undergradu and is be offer as an xseri on edx. pleas visit the beginn mechan xseri program page to learn more and to enrol in all four modules.to understand the materi in thi cours you should have taken mechanics: kinemat and dynam and mechanics: momentum and energy. physic

databas model and theorybeginnerthi cours is one of five self-pac cours on the topic of databas origin as one of stanford' three inaugur massiv open onlin cours releas in the fall of 2011. the origin "databases" cours are now all avail on edx.org.about the databas seri of courses"databases" wa one of stanford' three inaugur massiv open onlin cours in the fall of 2011. it ha been offer in synchron and then in self-pac version on a varieti of platform continu sinc 2011. the materi is now be offer as a set of five self-pac cours which can be taken in a varieti of way to learn about differ aspect of databases. relat databas and sql is the most popular cours in the databas series. it is applic to learner seek to gain a strong understand of relat databas and to master sql the long-accept standard queri languag for relat databas systems. addit cours focu on advanc concept in relat databas and sql formal foundat and databas design methodolog and semistructur data.al of the cours are base around video lectur and demos. mani of them includ quizz between video segment to check understand in-depth standalon quizz and/or a varieti of automatically-check interact exercises. each cours also includ an unmoder discuss forum and pointer to read and resources. the cours are describ briefli below. taught by professor jennif widom the overal curriculum draw from stanford' popular longstand databas course.whi learn about databasesdatabas are incred preval -- they underli technolog use by most peopl everi day if not everi hour. databas resid behind a huge number of websites; they'r a crucial compon of telecommun system bank system video game and just about ani other softwar system or electron devic that maintain some amount of persist information. in addit to persist databas system provid a number of other properti that make them except use and convenient: reliabl effici scalabl concurr control data abstract and high-level queri languages. databas are so ubiquit and import that comput scienc graduat frequent cite their databas class as the one most use to them in their industri or graduate-school careers.stanford' onlin offer in databas is now avail as a set of five self-pac courses:databases: relat databas and sqldatabases: advanc topic in sql prerequisite: relat databas and sqldatabases: olap and recursiondatabases: model and theorydatabases: semistructur data comput scienc

softwar construct object-ori designintermediatethi cours is part of a micromasters® programthi cours part of the softwar develop micromast program will dig deep into the principl of object orient design and introduc new abstract techniqu and design patterns. you will use these techniqu to build an applic that make use of popular onlin servic and api – the most complex softwar design project so far.bi the end of the cours you will have a solid foundat in java and object-ori design as well as mani softwar develop concept that can be appli to ani language.learn who enrol in the verifi track will receiv staff grade for the cours project and increas interact with the instructor and staff. comput scienc

introduct to hyperledg sovereign ident blockchain solut indi ari & ursabeginnerlearn how hyperledg ari indi and ursa add a necessari layer of trust to the internet creat and use independ digit ident root on blockchain or other distribut ledgers.to the surpris of absolut no one trust is broken on the internet. wherev you go onlin the advic is the same--mak sure you understand what' behind each button befor you click it.in thi cours we'll dive into three hyperledg open sourc projects--indi ari and ursa--look at the tool librari and reusabl compon they provid for creat and use independ digit ident root on blockchain or other distribut ledgers. we will explor the possibl they offer for build applic on a solid digit foundat of trust and examin how these technolog can make the internet safe. it' quit a challenge!th cours is address to a wide-rang audienc walk the line between busi and technology. comput scienc

the civil war and reconstruct - 1861 - 1865 a new birth of freedombeginnerlearn about the polit social and econom chang in the union and the confederaci and the civil war’ long-term econom and intellectu impact.a new birthof freedom: the civil war 1861-1865 narrat the histori of the american civil war. while it examin individu engag and the overal natur of the militari conflict the focu is less on the battlefield than on polit social and econom chang in the union and the confederacy. central to the account are the road to emancip the role of black soldier the natur of abraham lincoln’ wartim leadership intern dissent in both the north and south the chang posit of women in both societi and the war’ long-term econom and intellectu impact. we end with a look at the begin of reconstruct dure the conflict.thi cours is part of the xseri civil war and reconstruct which introduc student to the most pivot era in american history. the civil war transform the nation by elimin the threat of secess and destroy the institut of slavery. it rais question that remain central to our understand of ourselv as a peopl and a nation – the balanc of power between local and nation author the boundari of citizenship and the mean of freedom and equality. thi xseri will examin the caus of the war the road to secess the conduct of the civil war the come of emancip and the struggl after the war to breath mean into the promis of freedom for four million emancip slaves. one theme throughout the seri is what might be call the polit of histori – how the world in which a historian live affect hi or her view of the past and how histor interpret reinforc or challeng the social order of the present. histori

innov strategi for electr mobil the streetscoot caseintermediatehelp your organ develop the strategi need to becom a front-runn of innov in electr mobil and beyond.learn about the tool and method that can be employ to understand and identifi custom need as well as the process that compani can set in place to foster and launch success technolog innovations. a special emphasi will be place on analyz how compani can benefit from entrepreneuri think to innov more success and on understand how they can build entir ecosystem around their product and services. the theoret knowledg will be transfer and appli to a recent highli success technolog innov from germany: the streetscoot an electr deliveri vehicl of deutsch post dhl. thi self-pac cours consist of eight consecut parts: the cours will provid you with an in-depth understand of the process of technolog and innov management. specif the cours will familiar you with state-of-the-art tool method and theori and help you understand how these may be use to solv and organ complex innov challeng place a special emphasi on interdisciplinari think at the intersect of manag and technology. after complet thi cours you will improv your career qualif as busi develop manag chang manag or innov manager. profession from the industri of the automot inform technolog financ health care telecommun and the energi sector have alreadi complet the course. busi & manag

sustain energyadvancedlearn to critic analyz modern energi technolog from engin and socio-polit perspect and gain the skill necessari to help the world meet rise energi demand while reduc carbon dioxid and other greenhous ga emiss drive climat changeclim chang is an urgent global challeng demand engin solut and large-scal systems-ori coordination. in sustain energi you’ll join thousand of global learner in examin convent and renew energi gener technolog studi how they are deploy throughout the world and evalu their role in the futur energi landscape. technolog includ solar power wind power storag nuclear power hydropow and bioenergy.in addit to technolog compon you’ll becom familiar with the econom polit and social dimens of energi project planning. profession from divers background must work togeth to determin pathway to decarbon amidst scientif uncertainti and uniqu geopolit challenges. you will be present with advanc tool and strategi to explor pathway to decarbon in specif context and to build consensu among stakeholders.th cours is instruct by michael golay professor of nuclear scienc and engin at the massachusett institut of technology. addit expert in variou technolog will offer guest lectur including:dr. patrick brown nation renew energi labdr. dian rigo mit energi initiativedr. alex kalmikov independ consultantdr. franci o' sullivan orst north americadr. charl forsberg mit depart of nuclear scienc and engineeringdr. donald sadoway mit depart of materi scienc and engineeringdr. denni whyte mit plasma scienc and fusion centerdr. zach hartwig mit plasma scienc and fusion centerdr. gregori stephanopoulo mit depart of chemic engineeringdr. vrushank phadni mit depart of mechan engineeringdr. jessika trancik mit institut for data system and societythi is the cours as taught to mit student remot dure fall 2020 in respons to the covid-19 pandemic.cours imag is the cover to sustain energi choos among option second edit reprint courtesi of the mit press. energi & earth scienc

design and lead learn systemsadvancedlearn lead strategi for educ innov to improv practic rais student perform and reduc achiev gaps.pursu goal for ambiti teach and learn requir that student teacher and educ leader learn to work togeth in new ways. thi cours engag learner in explor four lead logic of educ innovation: strategi and approach to produc and use knowledg to improv educ practic and outcom at scale across mani classroom school and systems. these logic include:each of these logic ha been use success in differ type of classroom school and system though each also featur trap and pitfal that complic univers usage.to understand both their potenti and their pitfal learner will appli these logic in analyz exemplari case of large-scal practice-focus educ innov in the us and abroad.with deeper understand of these logic learner will be abl to be strateg in design and manag local innovation. they will also be abl to identifi extern program and project that can serv as effect partner in innov and improvement.thi cours is part of the lead educ innov and improv micromast program offer by michiganx. educ & teacher train

how the u.s. govern work & how to get involvedbeginnerthi is not your averag govern class our primer offer an overview of the basic how they appli today plu the tool you need to make your voic heard.feel overwhelm by modern-day politics? look to get involv but not sure where—or how—to start? wonder what you can do to channel your energi into action and make a difference? thi cours is for you. led by expert faculti from georgetown univers how the govern work & how to get involv offer a refresh on the fundament of american govern in the context of what’ happen right now. you’ll leav the cours with the tool you need to becom an engag empow citizen and make your voic heard. thi cours will cover a rang of topic includ the structur function and organ of the three branch of govern proven strategi to influenc govern the relationship between the govern and the media american foreign polici and how u.s. citizen can activ particip in shape the government. how the u.s. govern work & how to get involv is a self-pac cours which allow you to progress through the content at your own speed.bi success complet thi cours you will be abl to: social scienc

inspir and motiv art and cultur teamsbeginnerlearn critic leadership skill that enabl you to inspir and motiv individu and team specif in art and cultur organizations.off by the ross school of busi at the univers of michigan in collabor with nation art strategi thi cours focus on equip leader in the cultur sector with the critic skill for inspir employe engag and perform while motiv peopl to adjust behavior and embrac change.y will learn how to creat a share vision for your team and effect commun it to your teammates. you will also learn how to set effect goal and expect in a way that best enabl your team to attain the share vision. final you will understand the most import need and driver of perform across cultur and will learn to align reward with desir behavior so that your teammat are motiv to attain the team’ objectives.motiv repres a crucial challeng for contemporari organizations. a recent gallup poll reveal that onli 13% of worker worldwid exhibit high level of engag and motivation. we will show you whi these motiv problem are not simpli due to a “bad” or “unmotivated” team member. rather motiv is veri much driven by what work condit we creat for our teammat how we structur goal and object and how we reward peopl for the accomplish of those goals. thi cours will help you diagnos and solv motiv problem so that you can bring out the best in your people.thi cours featur lesson from both univers of michigan ross school of busi faculti and practition in the art and cultur field. leader such as franci phelan kennedi center aaron dworkin um school of music theatr and danc and tim cynova fractur atla share their stori on effect leadership and hr practic in the cultur sector. busi & manag

principl of microeconom an economist way of thinkingintermediateexplor the fundament of microeconom includ econom effici scarciti and opportun costs. thi cours will set you up to think like an economist and to identifi how econom relat to the everyday choic we make.rec global econom and non-econom event have highlight the import of inform and well reason decis make of resourc alloc and efficiency. thi cours focus on how decis make unit within the economi e.g. consum firm govern depart make choic and how choic can be made in a way that make best possibl use of limit avail resources. sinc life is in larg part about make choic thi cours will help you to understand whi the world is the way it is and in so do shed light on how it might be chang for the better. ****firstli the cours equip you to think and see the world like an economist. topic area includ advanc your knowledg in compar advantag and opportun cost. the next area suppli and demand focus on how choic are made in a market system and how an econom system coordin mani ration choic of self-interest decision-makers. you will explor the applic of econom theori and econom effici of competit market as well as consum and produc surplu and deadweight loss.thi mooc is part of the profession certif in microeconomics. we recommend that you explor the other two cours of the program competit and imperfectli competit market and social microeconomics. the program is base on a core microeconom cours taught on campu at the univers of queensland. don't wait to enrol and begin learn from industri expert now! ****if you are interest in pursu econom further uqx provid an accompani profession certif in macroeconom program run in parallel to thi course. build on your knowledg of microeconom with thi addit program will provid you with a strong foundat of economics.overal thi cours is for everyon whether you are studi at univers a career profession interest in expand your econom knowledg or simpli curiou about global econom behaviour and what influenc it.th topic that are cover within thi cours include: econom & financ

a system view of commun from signal to packet (part 1)beginnerexplor the tradeoff in design commun system like mobil phone and the engin tool to handl them.hav you ever wonder how inform is transmit use your mobil phone or a wifi hotspot? thi beginn cours seek to enabl you to understand the basic engin tool use and tradeoff encount in the design of these commun systems.thi cours is divid into three parts. in part 1 we examin the point-to-point link which commun inform from a singl transmitt to a singl receiver. part 2 examin how multipl transmitt can share the same physic channel. part 3 discuss how inform can be transmit reliabl from one station to anoth over a network that connect multipl stations. onlin interact exercis are includ to help build your intuition.thi cours wa inspir by and built upon the cours 6.02 digit commun system develop at mit which prof bertram shi work on dure hi sabbat in 2009.in thi cours you will: comput scienc

invas rebellion and the fall of imperi chinabeginneran overview of modern chines histori includ the fall of the qing and the end of imperi china.in the 18th centuri the qing dynasti is at it height; it is the wealthiest most power most civil state on earth. and yet the 19th centuri brought enorm challeng for the qing and for the place we call china. by the 20th centuri a 2 000-year imperi tradit is gone. what happened? in thi overview of modern chines histori you’ll learn about the qing wa forc to engag with the west the impact of imperi and dynast declin and ultim the caus of the qing dynasty’ fall. thi cours will cover the effect of opium how the qing respond to that epidem and how the opium war brought fundament chang to the country. you’ll also learn about the introduct of christian in thi period and about the ideolog of chines salvation. thi is a time when intellectu were wrestl with new western idea and new western technologies. thi cours will help you to understand how china engag with the west and how thi confront still reson today. histori

ap® english literatur & composit – part 3 playsbeginnerenh your read and write skill as you interpret and learn about play in prepar for the ap® english literatur & composit exam.thi cours prepar you to read more deepli and write more clearli about work of literature. thi cours will focu on great piec of drama and how we read and interpret them. we will discuss the work of william shakespear and edmond rostand. through an engag collect of video authent read and support materi from a varieti of sourc you will learn to appreci literatur from differ genres.y will broaden your vocabulari while you sharpen your academ and creativ write skills. interact with other student will help you to refin your think about the read and write as well. you will learn to write under time pressur and have the opportun to complet practic assign that are similar to those you will find on the ap examination.ther are no prerequisites; you don’t have to take the ap exam to join the course. if you want to learn about literatur and write thi cours is for you. human

protein biology' workforceintermediatelearn how the protein you eat keep you aliv and healthi by power key function from metabol to dna replication.protein is found in virtual everi part of your body. at least 10 000 differ protein make you what you are and keep you that way.in thi biolog cours you will learn how protein drive almost all live processes.protein manufactur by cell perform a broad rang of essenti function — the molecular workforc of live organisms.y will learn how protein are the cellular manifest of genet information. they are assembl into a polymer structur from monom deriv in part from compon in our diet. protein catalyz metabol reaction replic dna respond to stimuli provid movement and much more. use video lectur articl case studi and molecular model we will explor how protein are construct how they fold into 3-dimension shape the kind of bond that hold these fold structur togeth and the immens rang of role that protein assum ‑ from structur protein found in muscl to catalyst for cellular chemic reactions.purif and character are essenti to understand protein structur and function and we will identifi a varieti of method to uncov how these tini machin drive almost all live processes. biolog & life scienc

linear algebra i linear equationsintermediatethi cours take you through the first three week of math 1554 linear algebra as taught in the school of mathemat at the georgia institut of technology.system of equat live at the heart of linear algebra. in thi cours you will explor fundament concept by explor definit and theorem that give a basi for thi subject. at the start of thi cours we introduc system of linear equat and a systemat method for solv them. thi algorithm will be use for comput throughout the cours as you investig applic of linear algebra and more complex algorithm for analyz them. later in thi cours you will later see how a system of linear equat can be repres in other way which can reduc problem involv linear combin of vector to approach that involv system of linear equations. toward the end of the cours we explor linear independ and linear transformations. they have an essenti role throughout our cours and in applic of linear algebra to mani area of industri scienc and engineering. __upon complet of thi cours learner will be abl to: math

fundament of biomed imag ultrasound x-ray positron emiss tomographi (pet) and applicationsadvancedlearn how principl of basic scienc are integr into major biomed imag modal and the differ techniqu use such as x-ray comput tomographi ct ultrasound and positron emiss tomographi pet.thi physic cours cover the physic principl of major in vivo bio-imag modal and the differ imag techniques.aft a short studi of ultrasound imag you will learn about the differ x-ray imag techniques. the understand of the interact of x-ray with tissu will lead to the studi of three differ techniques:thi cours show how exist physic principl transcend into bio-imag and establish an import link into life scienc illustr the contribut physic can make to life sciences. practic exampl will be shown to illustr the respect imag modal it use premis and limit and biolog safeti will be touch upon.dur thi cours you will develop a good understand of the mechan lead to tissu contrast of the bio-imag modal cover in thi cours includ the inner work of the scanner and how they defin the rang of possibl biomed applications. you will be abl to judg which imag modal is adequ for specif life scienc need and to understand the limit and promis of each modality.to learn more about biomed imag join us in the second part of thi cours biomed imaging: magnet reson imag mri. engin

sustain food system a mediterranean perspectiveintermediatehow do we produc more better qualiti and safer food while simultan achiev social and environment goals?th mediterranean region is one of the most biodivers in the world home to a complex and intric patchwork of cultur climat and cuisines. food system in the region -- repres worldwid by the "mediterranean diet" -- are equal complex demand analysi across the polit social cultur econom and nutrit spectrum from landscap to table.th abil of mediterranean agricultur to sustain it peopl -- and the planet -- is now threaten by sever issues:thi cours discuss the challeng and opportun of the agricultur sector in the mediterranean basin. it summar global-to-loc challeng relat to achiev of the sustain develop goal sdg; outlin the histori and cultur of agricultur and it main characterist with a focu on the "mediterranean diet"; explain agricultur data with a focu on rural develop model and valu creation; explor eu polici framework and intern agreement relat to food and agricultur in the mediterranean; and highlight emerg opportun link to innov and sustain in the sector.thi cours is for:want to learn more about sustain food and nutrit around the world? check out the sdg academi cours "feed a hungri planet: agricultur nutrit and sustainability."addit educ resourc develop by the food and agricultur organ of the unit nation fao are provid in each module. food & nutrit

script and program foundationsbeginnerthi cours is an introduct to program theori cover basic element such as variabl data type flow control and design concepts. the cours is language-agnost in natur end in a survey of languag and introduc the distinct between interpret and compil languages.comput program are abund in mani people' live today carri out applic on smartphon tablet and laptop power busi help car drive and plane fli and much more. the cours introduc comput think and algorithm a sequenc of instruct that solv a problem. comput or mathemat think becam increasingli import throughout the industri age to enabl peopl to success live and work. in the inform age comput think and algorithm will continu to be increasingli critic for work and everyday life. beyond busi and person comput devic such as pc tablet and smartphon embed comput exist invis in nearli anyth electr today e.g. tv car printer thermostat satellit etc. and requir script and program of instruct to perform efficiently.in thi cours you will learn about the follow concepts: comput scienc

use gpu to scale and speed-up deep learningintermediatetrain complex deep learn model with larg dataset take along time. in thi cours you will learn how to use acceler gpu hardwar to overcom the scalabl problem in deep learning.train acomplex deep learn model with a veri larg datasetcan take hour day and occasion week to train. so what is the solution? acceler hardware.y can use acceler hardwar such as google’ tensor process unittpu or nvidia gpu to accelerateyourconvolut neural network comput timeon the cloud. these chip arespecif design to support the train of neural network as well as the use of train networksinference.acceler hardwar ha recent been proven to significantli reduc train time.but the problem is that your datamight be sensitiveand you may not feel comfort upload iton apubl cloud prefer to analyz it on-premise.in thi case youne to use an in-hous system withgpu support. one solut isto useibm’ power systemswithnvidia gpu andpowerai. thepoweraiplatform support popular machin learn librari and depend includ tensorflow caff torch and theano.in thi cours you'll understand what gpu-bas acceler hardwar is and how it can benefit your deep learn scale needs. you'll also deploydeep learn network on gpu acceler hardwar for sever problem includ the classif ofimag and videos. data analysi & statist

studiox creat a cours with edx studiobeginnerlearn the fundament of creat cours on the edx platform use edx studio.in thi cours we will introduc you to edx studio edx’ course-author tool. thi cours is ideal for cours author and cours team interest in uncov the nut and bolt of build an edx course. we will cover everyth you need to know to success creat your first cours on the edx platform including:through engag activ and hands-on learn thi cours will walk you through the cours develop process directli in studio. educ & teacher train

the power of databeginner'th power of data’ is an interact introduct to data and whi it matter with a focu on data analytics. in under an hour you'll discov what data is and how it improv our world through a seri of anim case studi and tips. you’ll learn that to get the most from your data you need to go on a journey gain insight along the way. thi cours highlight key factor relat to collect share analys and gener valu from data.key cours outcomes:high level overview of the data journey and how it help you gain inform and then knowledg on a specif process servic or piec of equipment.gain an appreci of how busi get valu from find share and analys data.gain an overview of key term use within data analytics.acquir addit learn pathway to further your learn within the space of data and digital.bi the end of thi session you will be abl to: data analysi & statist

drone and autonom system 2 applic in emerg managementintermediatelearn the latest applic of unman aerial system ua in emerg manag public safeti and industri as well as the potenti risk ua pose to safeti and privacy.if you want to be the technolog specialist who can procur and gain insight into cut edg system to help save live and cut disast loss thi profession certif provid the foundat knowledg you need. it is design for recreat hobbyist certifi remot pilot commerci oper and public safeti and govern users. thi cours cover unman aerial system ua to includ drone and autonom aerial vehicl sensor commun ground control navig and other payload that reli on complex algorithm that can be appli for protect and save live and property. in thi edx profession certif you will learn the import of autonom system and drone technolog that bring speed effici and afford solut to disast respons and management. topic includ the use of drone by emerg manag first respond and search and rescu personnel respond to natur and manmad disasters. no previou knowledg of drone or flight experi is required. join as you start your drone journey. taught by highli experienc instructor and practition in militari and civil ua oper practic applic system design and emerg manag plan thi cours will provid the novic subject-matt expert analyst planner and oper associ with the technic understand for infus drone solut into emerg manag and planning. addit those who have a curios or gener interest in drone be it casual or in-depth will benefit from thi cours to gain insight into emerg manag homeland secur and intellig applications. scienc

mathtrackx differenti calculusbeginnerdiscov concept and techniqu relat to differenti and how they can be appli to solv real world problems.thi cours is part three of the mathtrackx xseri program which ha been design to provid you with a solid foundat in mathemat fundament and how they can be appli in the real world.thi cours will cover basic concept and techniqu relat to differentiation; a fundament tool of calculus. deriv are key to the understand of rate of chang that is the extent to which a function respond to chang in a depend variable.guid by expert from the school of mathemat and the math learn centr at the univers of adelaid thi cours will cover concept and techniqu to provid a foundat for the applic of differenti in stem relat career and/or further studi at the undergradu level.join us as we provid opportun to develop your skill and confid in appli mathemat to solv real world problems. math

global china from the mongol to the mingbeginnerexplor the impact of the conquest dynasti and the world of the ming.in the 13th centuri by forc of arm the mongol creat the greatest empir in human history. yet by the end of the ming dynasti in the late 16th centuri a new global economi emerged. new world silver brought togeth the america europ and east asia and the intellectu of east and west began to speak to each other directly. the found of the ming and the growth of the global silver trade spur chang in social and polit sphere and the late ming period brought new literatur philosophi and religion with shift role for women. thi cours part of a collect on the histori and cultur of china will cover the mongol’ larg multi-ethn empir and the social polit and cultur chang dure the ming dynasty. from earli mongol life at china’ northern border to the rise of genghi khan we’ll take a deep dive into the territori expans of these tradit nomad people. the establish of a truli global china set the stage for even greater chang in the modern era. enrol now to understand the context for these chang and how the econom and polit realiti of today’ china origin in the region centuri ago. histori

leader in citizen secur and justic manag for the caribbeanintermediatelearn about the latest in prevent polic and justic modern and social rehabilitation.th high rate of crime and violenc are two of the main challeng that affect the citizen of latin america and the caribbean. that is whi the public polici of citizen secur are priorit in the agenda of the govern of the region. to improv the effect of these polici it is essenti to have an inform civil societi make sure that social right are respect and that the rule of law is fulfil under a regim of democrat governance. henc the import of make thi materi avail to the gener public which allow know both the theoret concept and what is current be done in practic in term of the implement of citizen secur and justic polici in the region.in particular the cours provid appli knowledg and technic tool for the design implement and evalu of program aim at strengthen the differ link that make up the crimin justic system: prevent of crime and violence; crime deterrence; law enforcement; crime judici and social rehabilit of prisoners.it is expect that thi cours will creat awar among public offici author academ journalist civil societi and the public interest in citizen secur and justic issu in latin america and the caribbean on the intersector natur of polici that seek to improv the servic of social prevent of violenc polic prosecutor’ offic and prisons.th cours wa jointli design by the idb and the consortium of univers of chile john jay colleg of crimin justic in new york and fadisma in brasil. social scienc

comput neurosci neuron dynam of cognitionadvancedthi cours explain the mathemat and comput model that are use in the field of theoret neurosci to analyz the collect dynam of thousand of interact neurons.what happen in your brain when you make a decision? and what happen if you recal a memori from your last vacation? whi is our percept of simpl object sometim strang distorted? how can million of neuron in the brain work togeth without a central control unit? thi cours explain the mathemat and comput model that are use in the field of theoret neurosci to answer the abov questions. the core of the answer to cognit may lie in the collect dynam of thousand of interact neuron - and these dynam are mathemat analyz in thi cours use method such as mean-field theori and non-linear differenti equations.bi the end of the cours you willb abl to: biolog & life scienc

citi and the challeng of sustain developmentbeginnerwhat is a sustain city? learn the basic here.accord to the unit nation urban and popul growth could result in an increas of 2.5 billion peopl into urban popul by 2050 with associ impact rang from increas transport need to more building. how do we make citi sustain to support thi growth? in thi mini-seri learn the challeng of local govern to adapt to new technolog energi system mode of transport and more in order to build the sustain citi of the 21st century. thi mini-seri is a companion piec to the sdg academy' full-length sustain citi course. thi cours is for: environment studi

mathtrackx special functionsbeginnerunderstand trigonometr exponenti and logarithm function and how they can be appli in the real world.thi cours is part two of the mathtrackx xseri program which ha been design to provid you with a solid foundat in mathemat fundament and how they can be appli in the real world.guid by expert from the school of mathemat and the math learn centr at the univers of adelaid thi cours will continu the studi of function initi in the cours polynomi function and graph by move into trigonometr function exponenti function and logarithm functions.trigonometr function are extrem import in applic of mathemat to studi situat involv period phenomena such as tidal flow. exponenti and logarithm function have mani use in applic of mathemat to biolog busi and econom physic and other areas.join us as we provid opportun to develop your skill and confid in appli mathemat functions. math

 impact of individual and organizational factors on people management.Week 2: Getting Work Done Through OthersChallenges of getting work done

Drama  Comedy  peering  screenwriting  film  Document Review  dialogue  creative writing  Writing  unix shells arts-and-humanities music-and-art

Finance  business plan  persona (user experience)  business model canvas  Planning  Business  project  Product Development  presentation  Strategy business business-strategy

chemistry  physics  Solar Energy  film  lambda calculus  Electrical Engineering  electronics  energy  silicon  thinning physical-science-and-engineering electrical-engineering

accounts receivable  dupont analysis  analysis  Accounting  Finance  Operations Management  Leadership and Management  balance sheet  inventory  Financial Analysis business finance

Data Analysis  select (sql)  database management systems  online shopping  table (database)  data retrieval  Databases  web page  numbers (spreadsheet)  SQL information-technology data-management

maintenance  test case  test automation  screenshot  project  helper class  selenium  reusability  debugging  php computer-science software-development

marketing plan  Planning  Marketing  consumption (economics)  wait (system call)  business plan  strategic planning  audience  project  Writing business business-strategy

inference  ml (programming language)  higher-order function  functional programming  type inference  pattern matching  euler's totient function  language  ?-recursive function  Computer Programming computer-science software-development

Planning  Peer Review  fundraising  strategic planning  resource  concept testing  leadership  measurement  performance  evaluation business leadership-and-management

Russian  market (economics)  tax exemption  cooperation  Communication  Taxes  adjective  h.e.a.r.  listening  c dynamic memory allocation language-learning other-languages

project  modeling  Project Management  agile management  user story  presentation  Product Development  Leadership and Management  documents  Web Design business business-strategy

Average  Planning  Leadership and Management  Peer Review  Strategy  peering  evaluation  Recruiting  project  interest business leadership-and-management

Security Design  design pattern  web application  internet security  SQL  select (sql)  metasploit project  penetration test  security  password cracking computer-science computer-security-and-networks

Statistical Analysis  Microsoft Excel  business analytics  Regression Analysis  General Statistics  Data Analysis  Regression  analytics  analysis  Business Analysis data-science data-analysis

evaluation  software  presentation  lookup table  Spreadsheet Software  Benefits  spreadsheet  project  index  fasting business business-essentials

sustainability  research and development  Communication  health system  Leadership and Management  health research  global  disease  drug development  public health life-sciences public-health

semantics  Python Programming  coding conventions  codeskulptor  Problem Solving  syntax  Computer Programming  programming style  python syntax and semantics  euler's totient function computer-science software-development

neuroscience  Data Visualization  Storytelling  tableau software  business analytics  checklists  software  method of analytic tableaux  javascript syntax  audience data-science data-analysis

Data Structures  parallel algorithm  openfabrics alliance  task parallelism  unified parallel c  Algorithms  data parallelism  scala programming  parallel computing  Computer Programming computer-science software-development

systems architecture  Cloud Computing  Google Cloud Platform  Tensorflow  Deep Learning  Cloud Platforms  Machine Learning  matrices  Artificial Neural Networks  recommender systems data-science machine-learning

Human Learning  Geology  curiosity  methane  Problem Solving  plant  biologist  resource  dam  volatile organic compound life-sciences basic-science

disease  mechanical ventilation  vaccine  outbreak  epidemic  medical history  intubation  Epidemics  patient  social distancing life-sciences patient-care

pointing device gesture  r&d management  Gradient  lambda lifting  ordered pair  english grammar  top-down and bottom-up design  standing ovation  path (variable)  project computer-science design-and-product

business requirements  Cloud Computing  Google Cloud Platform  information engineering  Cloud Platforms  google cloud dataproc  dataflow  Databases  bigquery  Machine Learning information-technology cloud-computing

Regression Analysis  Regression  public health  Confounding  interaction (statistics)  Estimation  linear regression  Confidence Interval  odds ratio  Logistic Regression life-sciences health-informatics

medicine  biomedical sciences  microcirculation  physiology  endocrinology  biochemistry  inflammations  pathophysiology  pathology  internal medicine life-sciences basic-science

incentive  Behavioral Economics  loss aversion  modeling  enabling  relative change and difference  Financial Accounting  desire  Payments  Risk life-sciences healthcare-management

representational state transfer  uniform resource locator  Cloud Computing  web application  ordered pair  hypertext transfer protocol  virtual private server  web  application programming interfaces  Switches information-technology cloud-computing

ordered pair  arts and humanities  virtue  spirituality  philosophy  cognitive science  bible  belief  religion  evolution arts-and-humanities philosophy

education  Billing  political science  oppression  Population  inflation  unemployment  market (economics)  demography  social work social-sciences governance-and-society

colloid  Chemical Engineering  electronics  equipotential  high voltage  physics  physics experiments  Electrical Engineering  Studentized Residual  energy physical-science-and-engineering electrical-engineering

Receiving  english grammar  translation  data clustering algorithms  speech  music  grammar  stress  english language  phonetics language-learning learning-english

control (management)  Planning  process  Leadership and Management  management theory  process management  leadership  management process  Change Management  organizing (management) business leadership-and-management

project  rapid serial visual presentation  panel discussion  Critical Thinking  listening  speech  english language  Language Learning  presentation  language language-learning learning-english

authentication  multiplexed transport layer security  it service management  authorization  service discovery  load balancing  application layer  access control  intelligent network  traffic management information-technology cloud-computing

Estimation  Weighting  population control  sample size determination  Surveying  Missing Data  Stata  Regression  coverage error  sampling frame data-science data-analysis

ibm cobol  numbers (spreadsheet)  relative change and difference  Computer Programming  data type  cobol  reserved word  Arithmetic  Mainframe  Continuous Function computer-science software-development

Average  Cryptography  encryption  hash function  public-key cryptography  string (computer science)  verification and validation  hashing  password  BlockChain computer-science algorithms

project mine  Marketing  news  network news transfer protocol  project  Writing  application programming interfaces  uniform resource locator  numbers (spreadsheet)  interact information-technology data-management

service innovation  Innovation  Patent Law  intellectual property  ordered pair  law  utility  Planning  business process  cost business business-strategy

image processing  openbsd  optical character recognition  digital image processing  Python Programming  Tensorflow  region of interest  object detection  opencv  Machine Learning data-science machine-learning

relative change and difference  economy  competitiveness  case study  analysis  foreign direct investment  trading  Economic Models  emerging markets  global business business-strategy

social justice  Special Education  Learning Disability  education  empowerment  intellectual disability  learning disabilities  Causality  teaching  Child Psychology social-sciences education

cyber-security regulation  cyber security standards  forensics  security  digital forensics  cybercrime  Cryptography  Cyberattacks  Leadership and Management  penetration test information-technology cloud-computing

Communication  valuation of options  funds  online learning  Banking  Loan Repayment  Private Equity  investment banking  Finance  funding options business entrepreneurship

iOS Development  printf format string  xcode  c programming  Computer Programming  euler's totient function  objective-c  Swift Programming  c++  ordered pair computer-science mobile-and-web-development

notification area  interaction technique  Android Development  Software Engineering  mobile app  shell (computing)  widget (gui)  php  graphical user interface elements  Databases computer-science mobile-and-web-development

Financial Analysis  market (economics)  Strategy  Business Strategy  attractiveness  competitiveness  supply chain  business plan  porter's five forces analysis  analysis business business-strategy

personal advertisement  performance  Leadership Development  self-assessment  delegation  smart criteria  motivation  leadership  empowerment  competence (human resources) business leadership-and-management

Switches  interactivity  experience  ordered pair  video game development  Computer Programming  computer animation  project  User Experience  Visual Design computer-science design-and-product

social network  process  Planning  friendship  takeover  business process  relative change and difference  design thinking  social work  brainstorming personal-development personal-development

health care  first aid  medication  asthma  allergy  glucose  emergency  emergency management  symptoms  Leadership and Management life-sciences patient-care

supply chain  global  pricing  market segmentation  go to market  market (economics)  corporate social responsibility  strategic management  Target Market  added value business business-essentials

lifelong learning  process  Special Education  intellectual disability  developmental disabilities  education  child  intellectual  autism  facilitation life-sciences healthcare-management

child development  education  teaching  peer support  Special Education  experience  learning styles  psychosocial  assistive technology  child social-sciences education

relative change and difference  international relations  psychological first aid  cross-cultural communication  Planning  Office Administration  intercultural communication  Communication  Culture  conflict resolution business business-essentials

reinforcement  Gradient  gradient descent  Reinforcement Learning  approximation  markov decision process  euler's totient function  function approximation  Human Learning  table of keyboard shortcuts data-science machine-learning

action potential  biochemistry  neuron (software)  anatomy  pharmacology  neurobiology  neuroscience  biology  alzheimer's disease  molecular biology life-sciences basic-science

psychology  Human Learning  interpersonal relationships  educational practices  teaching  teaching method  proactivity  thought  child development  Planning social-sciences education

business case  personal advertisement  Mapping  Planning  project  Map  e-nable  Change Management  Writing  enabling business business-strategy

speech  language  Marketing  law  B2B Marketing  Digital Marketing  english language  online learning community  Accounting  E-Commerce language-learning learning-english

Computer Programming  Transpose  concision  Python Programming  Software Engineering  grasp  project  Operations Management  progress bar  dict computer-science software-development

american law  personally identifiable information  security  privacy  data protection  telecommunications  litigation public relations  financial privacy  stemming  law social-sciences law

shopping  japanese language  grammar  Writing  materials  linguistics  listening  korean language  process  video game development language-learning other-languages

demography  Tf Idf  Summary Statistics  recommender systems  information retrieval  recursively enumerable set  personalization  preference  tracking  Machine Learning data-science machine-learning

global  Determinants  General Statistics  Risk  Studentized Residual  health data  risk factors  Risk Factor  Chi-Squared Distribution  disease life-sciences public-health

architecture  art  bible  Art History  glassing  middle age  ageing  mother  Autoregressive Conditional Heteroskedasticity  history arts-and-humanities history

client (computing)  BlockChain  access modifiers  interfaces  tracing (software)  teleprocessing monitor  smart contract  deployment environment  ethereum  solidity computer-science software-development

gamification of learning  project  process  .properties  hold  java annotation  source lines of code  e-nable  teaching method  parenting computer-science software-development

Leadership and Management  crime  Risk  criminology  security  computer and network surveillance  no silver bullet  trade-off  cybercrime  risk analysis social-sciences governance-and-society

Healthcare Management  emotion  insurance  Change Management  voice of the customer  Leadership and Management  nutrition  fee-for-service  Human Learning  ecosystems life-sciences healthcare-management

land law  go (programming language)  english language  historiography  history of ideas  authority  constitution  law  history  common law arts-and-humanities history

modeling  analysis  sensitivity index  topology  electronics  Electrical Engineering  Switches  simulation  power electronics  Electronic Design physical-science-and-engineering electrical-engineering

Logistic Regression  analytics  predictive analytics  Regression  Data Analysis  Regression Analysis  supply chain  analysis  linear regression  predictive modelling data-science data-analysis

livestock  animal  veterinary  veterinary medicine  captivity  dieting  sports  animal science  medicine  evaluation social-sciences governance-and-society

educational entertainment  level of analysis  history of rock  art therapy  history  art  case study  interview  Critical Thinking  media & citizenship arts-and-humanities music-and-art

biology  genetically modified organisms  medicine  genetics  genomics  agriculture  stem cell  history of genetics  dna profiling  comparative genomics life-sciences basic-science

foreign policy  Russian  Note Taking  market price  Art History  latex  essay writing  arts and humanities  history  war arts-and-humanities history

packet switching  traffic management  network layer  routing  random early detection  network topology  token bucket  routing protocol  topology  open shortest path first computer-science computer-security-and-networks

therapy  Medical Practice  behavior therapy  Medical Statistics  medicine  good clinical practice  Surgery  hormone replacement therapy  hormone  women's health life-sciences patient-care

Cancer  reproductive technology  Dna Methylation  assisted reproductive technology  gene expression  DNA  gene  genetics  stem cell  Cancer Epigenetics life-sciences basic-science

Strategy  canned response  show me!  interview  career  technology strategy  experience  english language  speech  self-assessment language-learning learning-english

Kaizen  Mapping  value stream mapping  manufacturing process management  process  lean manufacturing  lean thinking  streams  thought  Lean Methods business business-essentials

aggregate function  project  employment  sorting  more than two  modulo operation  Data Analysis  euler's totient function  project mine  ascendency data-science data-analysis

Databases  java annotation  integrated development environments  mysql  database management systems  user interface  mysql workbench  table (database)  relational database  Database Design information-technology data-management

Machine Learning Algorithms  Planning  internet of things  project  process  system u  project planning  Big Data  project plan  Machine Learning computer-science design-and-product

forest  Writing  Random Forest  evaluation  Machine Learning  Python Programming  R Programming  randomness  Experiment  Feature Engineering data-science machine-learning

Autodesk  CNC Machine  physics  3d modeling  Chemical Engineering  manufacturing process management  programming tool  computer-aided design  Mechanical Engineering  autocad physical-science-and-engineering mechanical-engineering

Epidemiology  relative change and difference  decomposition  Problem Solving  evaluation  problem statement  Computational Thinking  human trafficking  Algorithms  hindley milner type system computer-science algorithms

disease  disease surveillance  Epidemiology  public health surveillance  antimicrobial resistance  public health  antimicrobials  prevention  non-communicable disease  risk factors life-sciences public-health

c++  Computer Programming  c sharp (programming language)  video game development  language  Cartogram  physics  animation software  Civil Engineering  Electrical Engineering computer-science software-development

database management systems  Databases  web browsers  BlockChain  relational database  sqlite  web  Average  SQL  table (database) information-technology data-management

simulation  daughter  autonomous cars  tracking  numerical analysis  Framing  computer simulation  satellite  Mechanical Engineering  physics physical-science-and-engineering physics-and-astronomy

functional medicine  music  meditation  counseling psychology  psychotherapy  healing  guided imagery  patient  hypnosis  naturopathy life-sciences research

Design Analysis  modeling  Interior Design  architecture  thought  architectural design  Landscape Design  Landscape Architecture  analysis  Creativity arts-and-humanities music-and-art

Cloud Computing  bigquery  bigtable  dataflow  query optimization  stream processing  Google Cloud Platform  streams  mathematical optimization  publish subscribe pattern information-technology cloud-computing

conflict resolution  Leadership and Management  Office Administration  active listening  Communication  Employee Relations  sociology  psychology  interpersonal communication  Conflict Management business business-essentials

sketchup  lamp (software bundle)  Web Design  Graphic Design  Graphics Software  3d graphics software  rendering (computer graphics)  Product Design  Computer Graphics  3d computer graphics computer-science design-and-product

ecotourism  the economics of ecosystems and biodiversity  political science  circular economy  history  economics of sustainability  sustainability  climate change  biodiversity  biodiversity loss social-sciences governance-and-society

dietetics  dieting  sustainability  cardiovascular disease  diet (nutrition)  acceptance  nutrition  lifestyle disease  eating  diets life-sciences nutrition

anatomy  Speech Language Pathology  sign language  communication disorder  music  Music Therapy  speech and language pathology  medicine  performance  human voice life-sciences patient-care

collocation  formal grammar  teaching  english grammar  assistant teacher  grammar  japanese language  english language  adjective  Student's t-Distribution language-learning learning-english

specification (technical standard)  iteration  code segment  test case  modulo operation  modeling  market segmentation  for loop  boolean expression  method (computer programming) social-sciences education

Business Writing  email writing  Writing  english language  confidence  Communication  Business Communication  email  presentation  grammar business business-essentials

passive attack  security  data breaches  vulnerability (computing)  cloud computing security  resource  wireless  breach (security exploit)  threat  Cloud Computing information-technology security

android studio  upload  matching  java (software platform)  Java Programming  Android Development  drop-down list  Software Engineering  text box  Computer Programming computer-science mobile-and-web-development

Statistical Analysis  genomics  genetics  molecular biology  General Statistics  biology  Bioinformatics  analysis  Biostatistics  computational biology data-science data-analysis

leadership  project  Strategy  patient safety  maximization (psychology)  project planning  sustainability  augmented assignment  project plan  Change Management life-sciences patient-care

text corpus  relative change and difference  language  linguistics  corpora  process  analysis  Big Data  corpus linguistics  search engine optimization language-learning learning-english

Finance  economy  inflation  Causality  fiscal policy  gross domestic product  Economics  banking in australia  monetary policy  crisis social-sciences economics

data clustering algorithms  Mixture Model  Bayesian Statistics  mixture distribution  markov chain  Algorithms  Studentized Residual  sampling statistics  General Statistics  Bayesian data-science data-analysis

oauth  javascript syntax  iOS Development  authentication  hypertext transfer protocol  uniform resource locator  web service  single sign-on  web  push technology computer-science computer-security-and-networks

Accounting  Mathematics  student engagement  child  Strategy  Factorial  project mine  home  home directory  project social-sciences education

Bioinformatics  phylogenetic tree  introduction to evolution  Molecular Evolution  hindley milner type system  evolution  computational biology  phylogenetics  genomics  biotechnology life-sciences health-informatics

Python Programming  exception handling  relative change and difference  approximation error  ordered pair  compiler  Type I And Type Ii Errors  Computer Programming  project  syntax computer-science software-development

financial services  Finance  financial services companies  trading  BlockChain  Innovation  Payments  stock  FinTech  cryptocurrency business finance

evaluation  information source  sources  Writing  brainstorming  Critical Thinking  organizing (management)  web content  Communication  digital identity social-sciences education

parent  Economics  confidence  choice  project  parenting  social work  project mine  positive psychology  behavior social-sciences education

SQL  Leadership and Management  analysis  relational database  Databases  select (sql)  Big Data  language  Data Analysis  mysql data-science data-analysis

relative change and difference  Correlation And Dependence  return on equity  cash flow  Finance  valuation (finance)  average cost method  debt  stock  Risk business finance

Culture  employment  performance appraisal  Performance Management  organizational culture  Leadership and Management  leadership  performance  Human Resources  resource business business-essentials

retailing  Marketing  category management  Retail Management  marketing mix  visual merchandising  Leadership and Management  Trade Marketing  distribution (business)  Channel Management business marketing

Entrepreneurship  Venture Capital  investment  Finance  market (economics)  go to market  financial forecast  Business Modeling  Market Analysis  pricing strategies business entrepreneurship

level design  volume mesh  3d modeling  proof of concept  video game development  game design  gameplay  computer animation  possible world  Virtual Reality arts-and-humanities music-and-art

Algebra  sigma-algebra  Eigenvalues And Eigenvectors  matrices  linearity  Python Programming  Linear Algebra  pagerank  Vector Projection  transformation matrix data-science machine-learning

listening  prejudices  sexism  pride  analysis  participatory democracy  authority  constitution  irony  doctrine social-sciences governance-and-society

real-time operating systems  microprocessor  embedded linux  Continuous Function  coprocessor  analysis  Electrical Engineering  multi-core processor  raspberry pi  linux on embedded systems physical-science-and-engineering electrical-engineering

developmental science  developmental psychology  psychology  virtual class  lifelong learning  teaching  confidence  parent  resource  project social-sciences education

privacy  data governance  SQL  Big Data  security  Cryptography  data security  information privacy  access control  measurement information-technology security

prolog  disinformation  Journalism  viral marketing  child  propaganda  media literacy  political communication  arts and humanities  media psychology arts-and-humanities philosophy

exercise  Student's t-Distribution  Receiving  methodology  process  teaching  lesson plan  grammar  english language  Trigonometric Integral language-learning learning-english

astronomy  normal (geometry)  energy  relative change and difference  acoustics  phenomenon  Integral  kendall rank correlation coefficient  boundary element method  euler's totient function physical-science-and-engineering physics-and-astronomy

interview  analysis  Writing  Qualitative Analysis  Data Analysis  qualitative research  research methods  Stata  observation  quantitative research social-sciences governance-and-society

externality  Economics  economy  i-deas  history  education  social justice  justice  security  arbitration arts-and-humanities history

Business Analysis  business process  test case  use case  dataflow  analysis  feasibility study  flow network  sap erp  process information-technology data-management

recursively enumerable set  child  abstract type  c sharp (programming language)  java annotation  principle  solid (object-oriented design)  console applications  inheritance (object-oriented programming)  Workshops computer-science software-development

history of rock  music  history  ordered pair  Mainstreaming  film  guitar  rockbox  disco  teen idol arts-and-humanities music-and-art

Deep Learning  raspberry pi  Android Development  Tensorflow  object detection  mathematical optimization  iOS Development  demos  mobile operating systems  microcontroller computer-science software-development

https  telnet  key (cryptography)  plaintext  authentication  Cryptography  encryption  domain name system  password  Wireshark information-technology security

medication  patient  buprenorphine/naloxone  substance use disorder  buprenorphine  naloxone  pharmacotherapy  Addiction Treatment  physician assistant  methadone life-sciences healthcare-management

Average  mentorship  performance  leadership  coaching  employment  Leadership and Management  Human Resources  process  vision statement business leadership-and-management

project mine  child  Accounting  project  parent  peering  parenting  personal advertisement  graphs  confidence social-sciences education

emotion  teaching  education  educational psychology  Child Psychology  Special Education  pedagogy  Professional Development  Emotional Intelligence  mindfulness (psychology) social-sciences education

funds  economy  entrepreneurship ecosystem  mentorship  Entrepreneurship  support group  leverage (finance)  leadership  Venture Capital  angel investor business entrepreneurship

Hotel Management  revenue management  distribution (business)  Leadership and Management  Studentized Residual  Chi-Squared Distribution  hospitality management  revenue  Marketing  hotel business business-strategy

pricing  Strategy  digital strategy  Marketing  promotion (marketing)  marketing strategy  Digital Marketing  product placement  marketing mix  market (economics) business marketing

butterfly  biology  veterinary  ecosystem  Entomology  entomophagy  agriculture  plant  insect flight  animal life-sciences basic-science

analysis  PyTorch  Segmentation Analysis  google analytics  market segmentation  Benefits  project mine  analytics  film  project data-science data-analysis

history  Culture  welfare state  photography  Cinematography  film  Drama  Public Service  Television Production  art arts-and-humanities music-and-art

film  language  defeatism  art  visual arts  Poetry Writing  Art History  Human Learning  history  contemporary history arts-and-humanities music-and-art

Web Design  html  typography  adobe illustrator  adobe photoshop  Brochure Design  Video Production  Graphic Design  Video Editing  Computer Graphics arts-and-humanities history

Marketing  regression validation  project  Market Analysis  Accuracy And Precision  evaluation  Regression  Logistic Regression  Exploratory Data Analysis  analytics business marketing

use case  Framing  presentation (software)  Line Chart  software  audience  Spreadsheet Software  presentation  Chart  project data-science data-analysis

sleep mode  harmony  jazz  Strategy  chord  euler's totient function  piano  Audio Recording  ordered pair  music arts-and-humanities music-and-art

character (computing)  experience  asset  login  Steel Connection Design  User Experience  Print Shop  project  axosoft  project mine computer-science design-and-product

web  internet protocol  internet security  history  internet architecture  Cryptography  internet  architecture  security  Network Architecture computer-science computer-security-and-networks

computer access control  elections  Distributed Computing Architecture  voting  Software Testing  usability  wii menu  terminal server  security  banner blindness computer-science computer-security-and-networks

curiosity  language  english language  lesson plan  philosophy  Writing  education  teaching  Human Learning  Planning social-sciences education

energy  sustainability  climate change  Sustainable Energy  wind energy  synthetic biology  Energy Policy  biofuel  renewable energy  Energy Systems physical-science-and-engineering environmental-science-and-sustainability

incident management  penetration test  scripting language  Python Programming  Computer Security Incident Management  Leadership and Management  security  Computer Programming  digital forensics  forensics information-technology security

meteor  html  mongodb  Databases  Web Development  web  file system permissions  web application  user (computing)  Javascript computer-science software-development

BlockChain  teaching  internet  metadata  internet of things  personal area network  shutdown (computing)  bitcoin  wireless  global social-sciences education

value proposition  resource  Sales  project  behavior  i-deas  Planning  market (economics)  evaluation  Entrepreneurship business leadership-and-management

software design description  balance (game design)  video game development  gameplay  documents  game mechanics  game design  game testing  video game design  game design document arts-and-humanities music-and-art

process  Innovation  Leadership and Management  Business Process Management  Healthcare Management  process management  p-rep  business process  electronics  measurement life-sciences healthcare-management

employment  LinkedIn  experience  elevator pitch  r&d management  promotion (marketing)  interview  Planning  career  Social Media personal-development personal-development

market (economics)  marketing strategy  Writing  Storytelling  Entrepreneurship  Sales  mass marketing  Digital Marketing  Strategy  Marketing business marketing

medicine  sleep apnea  sleep deprivation  biology  sleep (system call)  neurobiology  molecular biology  sleep  cognitive behavioral therapy for insomnia  Sleep Medicine life-sciences basic-science

Kubernetes  microservices  docker (software)  subnetwork  command-line interface  node.js  macro (computer science)  service discovery  virtual machine  Operating Systems information-technology cloud-computing

social media marketing  media market  marketing automation  Social Media  Strategy  Digital Marketing  Writing  marketing strategy  Marketing  real-time marketing business marketing

analysis  crisis management  disasters  disaster  Defense Readiness Reporting System (DRRS)  Disaster Response Experiene  case study  humanitarian  interview  emergency management arts-and-humanities philosophy

version control  version control systems  Python Programming  Computer Programming  software  github  code review  Collaboration  git (software)  software versioning information-technology cloud-computing

Computer Security Incident Management  indicator of compromise  malware research  Customer Support  process  malware  enterprise private network  security  evaluation  analysis information-technology security

internet protocol  microcontroller  internet  Operating Systems  internet of things  Wireshark  communications protocol  Embedded System Design  arduino  Systems Design computer-science software-development

unix  file system  unit testing  regular expression  unix shells  Computer Programming  bash (unix shell)  command-line interface  test automation  Python Programming information-technology support-and-operations

Machine Learning  Microsoft Excel  securities research  financial engineering  portfolio optimization  trading  Finance  asset  mathematical optimization  financial modeling business finance

authentication  Google Cloud Platform  publish subscribe pattern  application programming interfaces  identity management  Cloud API  Cloud Platforms  federated identity  euler's totient function  Cloud Computing computer-science software-development

real estate  Lean Methods  project  Leadership and Management  effective interest rate  Risk  Construction Management  Finance  Risk Management  Project Management business business-strategy

dimension (vector space)  formulation  computational fluid dynamics  numerical analysis  fluid mechanics  Partial Differential Equations  euler's totient function  Differential Equations  computational physics  Basis Function physical-science-and-engineering mechanical-engineering

law  partnership  Finance  Corporate Law  personality  Audit  Administration Management  international relations  Russian  Leadership and Management business leadership-and-management

Audit  Accounting  internal control  internality  forensics  fraud deterrence  analysis  forensic accounting  Fraud Detection  Fraud Investigation business finance

Accounting  Data Structures  Histogram  array data type  Numpy  Matplotlib  Scikit-Learn  Studentized Residual  probability mass function  Random Variable data-science data-analysis

relational database  internet  rounding  mysql  analysis  associative entity  Data Analysis  database model  nest  interpretation information-technology data-management

ageing  how we decide  connected car  privacy  ethics  opinion  process  Weighting  standards organization  voting business business-strategy

analysis  numbers (spreadsheet)  algebraic operation  euler's totient function  level set  graphs  function of several real variables  Dependent And Independent Variables  mathematical model  measurement math-and-logic math-and-logic

sales management  Customer Relationship Management  Outside Sales  Salesforce  sales operations  strategic planning  Leadership and Management  supply chain  Sales  Operations Management business leadership-and-management

Strategy  reason  Average  strategic management  leadership  project  saving  Machine Learning  Sales  thought business leadership-and-management

partnership  taxpayer  partnership taxation  revenue services  limited liability  Tax Returns  income  Accounting  tax preparation  Taxes business business-essentials

breast  Risk  public health  diet (nutrition)  Strategy  prevention  Cancer  risk assessment  cancer prevention  Medical Management life-sciences public-health

ansys  Mechanical Design  manufacturing process management  industrial design  simulation  Mechanical Engineering  Engineering Design  computer-aided design  process  3D Printing physical-science-and-engineering mechanical-engineering

criminal investigation  law  biotechnology  genomics  informed consent  crime  intellectual  intellectual property  genetics  dnas social-sciences law

active management  corporate bond  value proposition  modeling  organizing (management)  Entrepreneurship  Customer Relationship Management  business case  Strategy  Innovation business entrepreneurship

Python Programming  server log  c dynamic memory allocation  aws elastic beanstalk  web  Type I And Type Ii Errors  file shortcut  .properties  project  web application information-technology cloud-computing

Cost Accounting  Accounting  Finance  income  financial ratio  stock  expense  balance sheet  asset liability management  financial statement business entrepreneurship

medicine  language  Python Programming  Computer Programming  Machine Learning  Human Learning  Natural Language Processing  analysis  natural language  Precision Medicine data-science data-analysis

espionage  cybercrime  law  security  cyberwarfare  internet  cyberterrorism  international law  confidence  internet protocol computer-science computer-security-and-networks

interactivity  iOS Development  persistent data structure  Algorithms  Human Computer Interaction  Swift Programming  navigation controls  game design  Application Design  Mobile Development computer-science mobile-and-web-development

ecosystem  ecology  animal migration  Geology  trapping  Green Building  climate change  ecosystems  carbon  Greenhouse Gas physical-science-and-engineering environmental-science-and-sustainability

principle  Matlab  Programming Principles  Problem Solving  programming tool  Computer Programming  matrices  computer program  logic  language computer-science software-development

medical device  competitor analysis  Marketing  drug development  pharmaceutical marketing  global  pharmaceutical industry  Innovation  market (economics)  medical devices business finance

Product Management  Leadership and Management  project  scrum (software development)  Project Management  software  software product management  Software Engineering  software project management  Agile Software Development computer-science design-and-product

Computer Programming  Python Programming  SQL  astronomy  Algorithms  Data Analysis  Machine Learning  computational astronomy  Human Learning  analysis physical-science-and-engineering physics-and-astronomy

creative writing  educational psychology  instructional design  software design description  graphs  online learning  portable document format  education  visual basic  interfaces social-sciences education

Product Development  new product development  trademarks  Negotiation  law  labour law  Decision Making  Risk Management  modeling  intellectual property business business-essentials

Google Cloud Platform  SQL  aggregate function  mathematical optimization  scalability  Cloud Computing  bigquery  query optimization  Databases  Cloud Platforms information-technology data-management

future generation  music  Writing  streaming media  chord  latex  hold  psychological effects  piano  deafness arts-and-humanities music-and-art

document retrieval  documents  language  web crawler  recommender systems  rankings  information retrieval  language model  Vector Spaces  text mining data-science data-analysis

mongodb  modeling  php  euler's totient function  project  brand-new  front and back ends  web  cloning  application programming interfaces computer-science mobile-and-web-development

music  Troubleshooting  Video Editing  saving  piano  guitar  Sound Design  ableton  Poetry Writing  electronic music arts-and-humanities music-and-art

environmental health  Nanotechnology  Environmental Protection  environmental impact assessment  Environmental Studies  Geology  sustainability  Leadership and Management  environmental economics  ethics physical-science-and-engineering environmental-science-and-sustainability

trading  performance  stock  Algorithms  rule-based system  choice  Standard Deviation  technical analysis  algorithmic trading  Data Analysis data-science data-analysis

essay writing  Critical Thinking  observation  photography  history  Photo Essays  Art History  art  analysis  Creativity arts-and-humanities music-and-art

Epidemics  vaccines  vaccine  differential diagnosis  ebola virus disease  ebola  outbreak  disease  infection  epidemic life-sciences patient-care

modeling  Microsoft Excel  data validation  index  microsoft excel macro  microsoft excel vba  macro (computer science)  Data Model  solver  lookup table business business-essentials

Population  Algebra  iteration  Studentized Residual  Chi-Squared Distribution  Average  analysis  analytics  immutable object  latex data-science data-analysis

Feature Selection  Data Analysis  analysis  Data Visualization  Kaggle  visualization library  General Statistics  project  project mine  Exploratory Data Analysis data-science machine-learning

behavior  corporate action  committee  ethics  corporate directors  reason  proactivity  corporate bond  corporate governance  hedonism business leadership-and-management

Writing  medical writing  report writing  recommender systems  Communication  Laboratory Research  technical communication  organizing (management)  academic writing  primary research language-learning learning-english

pageable memory  web hosting service  front and back ends  entry point  project mine  download  project  upload  Databases  Risk information-technology cloud-computing

Planning  Risk  team management  Project Management  Leadership and Management  project planning  project plan  project  leadership  Communication business leadership-and-management

Cloud API  application programming interfaces  Cloud Computing  front and back ends  representational state transfer  Computer Programming  openapi specification  java annotation  specification (technical standard)  interfaces computer-science design-and-product

Data Analysis  analysis  Machine Learning  Big Data  Python Programming  utility  Matplotlib  ordered pair  project mine  project data-science data-analysis

international law  common law  Environmental Policy  Environmental Law  law  Legal Analysis  pollution  analysis  policy analysis  Environmental Protection social-sciences law

.bit  materials  Verilog  run time (program lifecycle phase)  Digital Design  out-of-order execution  Systems Design  embedded c  program lifecycle phase  Hardware Design computer-science design-and-product

Professional Development  performance appraisal  employee retention  mentorship  leadership  sponsorships  Leadership and Management  Performance Management  experience  regulatory compliance life-sciences healthcare-management

test case  manual testing  selenium  e-nable  english language  Writing  system under test  project  reference implementation  bash (unix shell) computer-science software-development

marketing communications  brand  market segmentation  marketing strategy  market (economics)  Communication  Marketing  Brand Management  Leadership and Management  Strategy business leadership-and-management

rstudio  General Statistics  R Programming  language  Data Analysis  Writing  Computer Programming  markup language  Knitr  analysis data-science data-analysis

encryption  biba model  public-key cryptography  Cryptography  cryptanalysis  Secure Sockets Layer (SSL)  security  rsa securid  s/key  block cipher mode of operation computer-science computer-security-and-networks

Algebra  linear least squares  linear map  Linear Algebra  least squares  system of linear equations  Singular Value Decomposition  orthogonality  matrices  linear equation math-and-logic math-and-logic

constipation  symptoms  appetite  vomiting  dementia  cachexia  family caregivers  medication  confusion  weight loss life-sciences patient-care

unsupervised learning  data clustering algorithms  Numpy  Matplotlib  Machine Learning  Algorithms  hierarchical clustering  Data Structures  Python Programming  market segmentation data-science machine-learning

Data Analysis  Chart  Matplotlib  analysis  Scatter Plot  Computer Programming  Data Visualization  Python Programming  Computer Graphics  Plot (Graphics) data-science data-analysis

Tensorflow  web application  euler's totient function  Machine Learning  internet  flask  web  inference  Web Development  interfaces data-science machine-learning

Marketing  brand  sports  reason  evaluation  externality  sponsorships  i-message  sponsor (commercial)  internality business marketing

english language  latex  effective method  Strategy  english grammar  perfect tenses  instructional design  teaching  grammar  Student's t-Distribution language-learning learning-english

spring security  spring  dependency injection  hypertext transfer protocol  Cloud Computing  object-relational mapping  web service  Servlets  web application  spring framework computer-science mobile-and-web-development

Digital Marketing  Social Media  social media marketing  project management certification  Project Management  content marketing  Leadership and Management  Public Relations  Marketing  content creation business marketing

Leadership and Management  LinkedIn  mentorship  personal advertisement  Communication  career  leadership  career development  Planning  career counseling personal-development personal-development

architectural pattern  code smell  software  code refactoring  design pattern  unified modeling language  software design  chain of responsibility  factory method pattern  software design pattern computer-science software-development

psychologies  sex  parenting  attractiveness  behavior  popularity  Social Psychology  facial  psychology  psychopathology life-sciences psychology

philosophy  design thinking  thought  interview  Forecasting  futures wheel  organizing (management)  behavior  social network  playful business business-essentials

project  video game development  user interface  teaching method  Machine Learning  euler's totient function  java annotation  .properties  problem-based learning  multiliteracy computer-science software-development

autodesk inventor  Java Programming  Mechanical Design  Combination  Autodesk  path (variable)  inequality (mathematics)  .properties  Mechanical Engineering  computer-aided design physical-science-and-engineering mechanical-engineering

water pollution  stormwater  Urban Planning  Innovation  climate change  illustration  sustainability  biodiversity  circular economy  City Planning physical-science-and-engineering environmental-science-and-sustainability

content marketing  copywriting  content strategy  lifestyle trends and media  Communication  social network  gamification  blogging  interactivity  Strategy business marketing

rankings  mobile app  Marketing  Strategy  mathematical optimization  Digital Marketing  search engine optimization  web  web marketing  analytics business marketing

General Statistics  analysis of variance  Experiment  factorial experiment  analysis  Experimental Design  sample size determination  Factorial  probability  variance data-science probability-and-statistics

art  listening  emotions  Sound Design  music  signature  Audio Production  Writing  microphone  sound arts-and-humanities music-and-art

rethinking  Change Management  government budget balance  leadership  human development  inquiry  appreciative inquiry  experience  Leadership and Management  proposition business leadership-and-management

social selling  Sales Strategy  sales process engineering  value proposition  Prospecting  Negotiation  Sales  Training  Strategy  Inbound Sales business business-essentials

modeling  Pearson's Chi-Squared Test  Statistical Tests  Student's t-Test  clinical biostatistics  language  p-value  General Statistics  spreadsheet  Wolfram Mathematica data-science data-analysis

sample size determination  copy testing  General Statistics  Market Research  maximization (psychology)  Regression Analysis  factor analysis  market segmentation  quantitative research  conjoint analysis business marketing

customer experience  Project Management  Creativity  presentation  project  logo  Customer Support  audience  leadership  Chart business leadership-and-management

Electrical Engineering  biomedical engineering  microcontroller  arduino  Matlab  robotics projects  Mechanical Engineering  ansys  Mechatronics  robotics physical-science-and-engineering mechanical-engineering

data clustering algorithms  analytics  tableau software  Microsoft Excel  Data Visualization  microsoft excel vba  Pivot Table  analysis  Data Analysis  software data-science data-analysis

solidworks  Autodesk  industrial design  Manufacturing Processes  ansys  process  Mechanical Engineering  computer-aided design  manufacturing process management  3D Printing physical-science-and-engineering mechanical-engineering

game design  java annotation  Computer Programming  game development tool  user interface  game engine  unity (user interface)  programming tool  interfaces  video game development computer-science software-development

goniometer  structural biology  microscope  image formation  electron microscope  single particle analysis  image file formats  protein  microbiology  protein structure life-sciences research

java syntax  java (software platform)  generics in java  software  Android Development  Computer Programming  syntax  java collections framework  Java Programming  android studio computer-science mobile-and-web-development

Median  economy  preference  optimal tax  Taxes  Economics  Public Service  lump-sum tax  social capital  externality social-sciences economics

photosynthesis  biology  ecology  marine biology  Biomass  biotechnology  cyanobacteria  plant  predators  biofuel life-sciences basic-science

religion  history  bible  father  monk  comfort  missionary  cultural capital  faith  desert arts-and-humanities history

decision rule  Benefits  spreadsheet  project  pollution  logic gate  decision tree  Strategy  modeling  analysis math-and-logic math-and-logic

Missing Data  Survival Analysis  analysis  R Programming  Proportional Hazards Model  Regression Analysis  General Statistics  modeling  public health  log-rank test life-sciences public-health

choice  project mine  ordered pair  sports  ad blocking  project  Paving  opinion  sg&a  Planning business leadership-and-management

software  class (computer programming)  computer program  Algorithms  Computer Programming  doctest  Python Programming  semantics  python syntax and semantics  unit testing computer-science software-development

Mechanical Engineering  materials  Materials Development  Product Design  chemistry  informatics  material design  paintshop pro  Metallurgy  Nanotechnology physical-science-and-engineering chemistry

exercise  obesity  nutrition  physical activity  gestational diabetes  diets  pregnancy  nutrients  Risk  diet (nutrition) life-sciences nutrition

agricultural products  Leadership and Management  sustainability  Chemical Engineering  agriculture  Soil Science  Soil Sampling  Soil Testing  nutrients  Soil Conservation physical-science-and-engineering environmental-science-and-sustainability

project  Operations Management  embedded databases  microservices  Combination  Full-Stack Web Development  Databases  rapid application development  boilerplate code  Application Development information-technology cloud-computing

social work  prevention  biochemist  Scanning  kidney failure  habit  measurement  Strategy  differential diagnosis  awareness life-sciences public-health

Environmental Geology  process  rockbox  Risk  oxygen  multimedia  Geology  evolution  flow network  macro (computer science) physical-science-and-engineering environmental-science-and-sustainability

soft goal  use case diagram  requirements engineering  abuse case  sed  software  Negotiation  software requirements  use case  misuse case computer-science software-development

loyalty program  Marketing  Marketing Design  project  video design  presentation  Target Market  brand  drop shipping  social media marketing business leadership-and-management

sentiment analysis  preprocessor  codebase  Document Classification  Topic Model  Algorithms  text mining  analytics  parsing  Part-Of-Speech Tagging data-science data-analysis

computational physics  tailored access operations  relative change and difference  physics  Algorithms  General Statistics  Python Programming  Permutations  statistical mechanics  simulation physical-science-and-engineering physics-and-astronomy

Histogram  Data Visualization  Microsoft Excel  pivot chart  lookup table  Data Manipulation  Data Analysis  Pivot Table  Chart  analysis data-science data-analysis

affordance  experience  education  music  electronics  Culture  Digital Audio Workstation  Workstations  pedagogy  numbers (spreadsheet) arts-and-humanities music-and-art

Machine Learning  web service  workspace  Training  Computer Programming  Microsoft Azure  Python Programming  Computer Vision  Human Learning  application programming interfaces data-science machine-learning

sap hr (human resource management)  Project Management  documents  Human Resources  employment  Leadership and Management  applicant tracking system  onboarding  job performance  Communication business leadership-and-management

Urban Planning  Planning  Average  euler's totient function  City Planning  measurement  organizing (management)  resource  Finance  climate change social-sciences governance-and-society

sap netweaver  iOS Development  Swift Programming  edge loop  Apple Keynote  kludge  game physics  prezi  software  unreal engine computer-science mobile-and-web-development

eating  diets  dieting  Weighting  exercise  diet (nutrition)  nutrition  personal advertisement  Planning  weight loss personal-development personal-development

english language  academic writing  grammar  documents  Writing  quotation  essay writing  creative writing  english grammar  sources language-learning learning-english

social norms approach  arbitration  grasp  sports law  sports  psychologies  nutrition  cheating  cycling  analysis social-sciences governance-and-society

Computer Programming  computer program  Python Programming  game programming  c programming  c++  path (variable)  Web Design  web  syntax computer-science software-development

food security  Innovation  supply chain  direct selling  agricultural marketing  agricultural products  climate change  agriculture  global  entry point business entrepreneurship

cost  pricing strategies  pricing  analysis  Economics  Strategy  price discrimination  price optimization  demand  price elasticity of demand business marketing

expected utility hypothesis  sociology  opinion  Taxes  Economics  least developed countries  population dynamics  law  maximization (psychology)  justice social-sciences law

project  Cryptography  project mine  Algorithms  linux security modules  form-based authentication  cipher  perl software  encryption  i-deas computer-science software-development

failure  coprocessor  program optimization  approximation error  hamming code  flash file system  hardware interface design  high availability  fagan inspection  interfaces physical-science-and-engineering electrical-engineering

sqlite  concurrent computing  model view presenter  service life  Java Programming  Mobile Development  inter-process communication  android studio  Computer Programming  Android Development computer-science mobile-and-web-development

do while loop  ordered pair  augmented reality  visual effects  Video Production  Video Editing  360-degree video  stereo cameras  cinema 4d  Virtual Reality arts-and-humanities music-and-art

event (computing)  testing anywhere  automation anywhere  euler's totient function  ordered pair  process  web page  web  list of dns record types  project computer-science software-development

electron microscope  image quality  chemistry  relative change and difference  microscope  flow cytometry  measurement  energy level  physics  beam robotics physical-science-and-engineering research-methods

open space technology  open innovation  diffusion of innovations  visual basic  open-source robotics  service innovation  Innovation  visual communication  open collaboration  open source business business-strategy

dict  Python Programming  python syntax and semantics  Problem Solving  Data Structures  language  Computer Programming  semantics  data type  syntax computer-science software-development

BlockChain  Finance  autonomous agent  cryptocurrency  identity management systems  security token  smart contract  Cryptography  security  biometrics computer-science computer-security-and-networks

Computer Programming  Machine Learning  Scipy  java annotation  object-oriented programming  sed  Python Programming  pycharm  Data Structures  Natural Language Processing computer-science software-development

entry point  law  international relations  arbitration  Business Law  entitlement  international law  sports law  constraint algorithm  law and management social-sciences law

language  natural language  Python Programming  natural language toolkit  regular expression  Computer Programming  Natural Language Processing  modeling  Topic Model  text mining data-science data-analysis

parent  education  Culture  sports  parenting  family  resource  cultural impact  relative change and difference  Communication social-sciences education

project mine  Logistic Regression  modeling  statistical classification  Scikit-Learn  Regression  supply chain  Document Classification  Regression Analysis  project data-science machine-learning

faith  power politics  network news transfer protocol  gratitude  value of information  thought  news  media literacy  Average  Journalism social-sciences education

path (variable)  Angular  energy  hole  materials  physics  quantum mechanics  theory of relativity  tailored access operations  astronomy physical-science-and-engineering physics-and-astronomy

stable model semantics  law  enzyme  biotechnology  ftos  Patent Law  stem cell  intellectual property  prodrugs  antibody life-sciences basic-science

Human Computer Interaction  relative change and difference  User Experience Design  User Experience  User Research  Planning  interaction design  measurement  usability testing  evaluation computer-science design-and-product

facilitation  utility  home security  Finance  data governance  documents  financial markets  Planning  potential analysis  Strategy business finance

Digital Marketing  Pivot Table  business analytics  euler's totient function  Data Visualization  Chart  project  presentation  Microsoft Excel  feed uri scheme business business-essentials

html  php  Python Programming  credential  c dynamic memory allocation  github  Mergers & Acquisitions  ordered pair  Software Engineering  version control computer-science software-development

constraint programming  mathematical optimization  kripke semantics  semantics  job shop scheduling  symmetry-breaking constraints  enabling  Geometry  discrete optimization  data structure alignment computer-science software-development

unix  Operating Systems  Computer Networking  embedded linux  windowing systems  command-line interface  interfaces  java annotation  command.com  linux console information-technology support-and-operations

c programming  c++  formal methods  bug bounty program  principle  spring framework  a/rose  defensive programming  penetration test  Computer Programming computer-science computer-security-and-networks

Wastewater Engineering  water supply  supply chain  public health  Leadership and Management  Water Engineering  sanitation  medical waste  humanitarian  safety physical-science-and-engineering environmental-science-and-sustainability

biomedical engineering  serial port  remote patient monitoring  com file  interfaces  labview  Algorithms  rs-232  arduino  spectral density estimation computer-science design-and-product

software  3D Printing  interfaces  3d modeling  Mechanical Engineering  Chemical Engineering  Scanning  industrial design  user interface  3d scanner business entrepreneurship

Python Programming  web  ruby (programming language)  flask  cross-site request forgery  Web Development  html  Javascript  php  django (web framework) computer-science mobile-and-web-development

Leadership and Management  Data Analysis  Marketing  Artificial Neural Networks  leadership  schedule  Writing  google analytics  Market Analysis  analytics business marketing

site reliability engineering  data-informed decision-making  Receiving  Change Management  Culture  Continuous Integration  Kubernetes  Continuous Delivery  design thinking  DevOps business leadership-and-management

interpersonal relationships  conflict resolution  listening  Leadership and Management  educational psychology  sociology  active listening  Communication  Employee Relations  Collaboration business business-essentials

Data Analysis  team management  Team Building  Machine Learning  Data Science  Business Intelligence  Communication  leadership  Leadership and Management  Data Management data-science data-analysis

literary theory  philosophy  history  faith  dialogue  irony  thought  Poetry Writing  aporia  subjectivism arts-and-humanities philosophy

investor relations  industrial design  Big Data  process management  design thinking  manufacturing process management  3D Printing  Leadership and Management  Mechanical Engineering  documents business business-strategy

cyber resilience  digital signature  risk management framework  security  Network Security  public-key cryptography  web  web server  principle of least privilege  data breaches computer-science computer-security-and-networks

normal (geometry)  Mechanical Engineering  classical mechanics  quantum mechanics  physics  relative change and difference  astronomy  ordered pair  energy  theory of relativity physical-science-and-engineering physics-and-astronomy

unsupervised learning  Accuracy And Precision  k-means clustering  decision tree  Small Data  Bayesian Inference  statistical classification  cluster analysis  recommender systems  data clustering algorithms business leadership-and-management

medicine  urethra  auscultation  dissection  anatomical terminology  radiology  Surgery  anatomy  abdomen  physical examination life-sciences basic-science

data retrieval  Databases  requirements analysis  relational database  table (database)  user requirements document  entity relationship model  Database Design  process  database management systems information-technology data-management

Q-Learning  Human Learning  function approximation  Reinforcement Learning  approximation  Algorithms  reinforcement  curve fitting  c process control  Machine Learning data-science machine-learning

Private Equity  private equity fund  funds  investment  Finance  venture capital financing  Venture Capital  stock valuation  stock  valuation (finance) business finance

relative change and difference  film  essay writing  Poetry Writing  affordance  arts and humanities  creative writing  Storytelling  Writing  Fiction Writing arts-and-humanities music-and-art

biochemistry  biology  immune system  cell signaling  genetics  autoimmunity  immunology  thymus  protein structure  gene life-sciences basic-science

math and logic  mathematical model  physics  Python Programming  game design  models of computation  Game Theory  logic  Strategy  Computer Programming math-and-logic math-and-logic

entropy (information theory)  information engineering  R Programming  Communication  General Statistics  Problem Solving  Feature Engineering  Data Analysis  Python Programming  analysis data-science data-analysis

Marketing  media market  Social Media  Entrepreneurship  Social Media Platforms  advertising campaigns  influencer marketing  social media marketing  Digital Advertising  Advertising business marketing

Peer Review  film  Planning  doubt  digital photography  photography  real estate broker  criticism  interact  career arts-and-humanities music-and-art

gift  blame  smile  Causality  skepticism  law  hopefully  resource  belief  faith social-sciences education

function type  go (programming language)  object-oriented programming  go! (programming language)  language  record (computer science)  java annotation  interfaces  Computer Programming  euler's totient function computer-science software-development

auctions  contextual advertising  pay per click  search algorithm  rankings  Digital Advertising  Advertising  copywriting  Marketing  Google AdWords business marketing

perception  demand  philosophy  Leadership and Management  Creativity  Product Management  thought  process modeling  Strategy  Planning business leadership-and-management

analysis  mapreduce  Big Data Products  Apache Hadoop  Big Data  analytics  Apache  cloudera  Data Analysis  Big Data Analytics data-science data-analysis

revenue management  Demand Management  Hotel Management  analysis  hotel  independent director  Economics  bid manager  hospitality management  Studentized Residual business business-strategy

Project Management  presentation  Performance Management  Audit  Influencing  leadership  Leadership and Management  Leadership Development  Human Resources  Human Learning business leadership-and-management

investment decisions  Leadership and Management  Finance  financial plan  Risk  corporate bond  investment  financial ratio  Mergers & Acquisitions  Planning business finance

mobile ip  data transmission  internet protocol suite  routing  internet  multicast  dynamic host configuration protocol  internet protocol  tcp congestion control  Computer Networking computer-science computer-security-and-networks

natural language  Part-Of-Speech Tagging  language  Word Embedding  probability  Word2vec  modeling  n-gram  probabilistic models  Natural Language Processing data-science machine-learning

energy  Finance  sustainability  renewable energy  Innovation  Entrepreneurial Finance  Entrepreneurship  Green Building  Green Energy  modeling business entrepreneurship

public health surveillance  disease surveillance  infectious diseases  resource  Epidemiology  public health  health data  evaluation  disease  system u life-sciences public-health

leadership  anticipation  act up  Leadership and Management  microeconomics  thought  hotel  Scanning  Strategy  grasp business business-strategy

Google Cloud Platform  Cloud Platforms  Cloud Storage  bigquery  Google App Engine  google storage  web application  web  Cloud Computing  Application Development computer-science software-development

climate change  global  project  oil  voting interest  Geology  affair  entry point  biodiversity  system dynamics social-sciences governance-and-society

Design Effect  cluster sampling  variance  sampling statistics  sample size determination  bias of an estimator  nonprobability sampling  Estimation  Studentized Residual  random number table life-sciences psychology

General Statistics  Critical Thinking  bias  analysis  cost  statistical inference  cost benefit analysis  cognitive bias  logic  inference life-sciences psychology

genetic counseling  pharmacogenomics  physicians  drug development  genetics  oncology  disease  genomics  medicine  Precision Medicine life-sciences research

General Statistics  probability  Bayes' Theorem  euler's totient function  probability theory  Factorial  Bayesian  Mathematics  Probability Distribution  set theory math-and-logic math-and-logic

Strategy  Marketing  Digital Marketing  marketing plan  problem statement  verification and validation  online advertising  Planning  analytics  marketing strategy business marketing

physiology  genetics  genetic engineering  photosynthesis  cell biology  plant cell  plant  Transgenic Plants  Plant Biology  biology life-sciences basic-science

unix  unix shells  linux file systems  logical volume management  file system  booting  awk  bash (unix shell)  Leadership and Management  command-line interface computer-science software-development

win-win game  Negotiation  Leadership Development  self-confidence  leadership  confidence  social capital  Communication  career development  Building Relationships business leadership-and-management

Python Programming  Apache Hadoop  hive  Apache Spark  cloudera  Apache  Apache Pig  mapreduce  Big Data  Computer Programming data-science data-analysis

medical terminology  physician assistant  pharmacy technician  medicine  health care  career  occupational therapy  Surgery  nursing  midwifery life-sciences patient-care

artificial intelligence in healthcare  predictive modelling  enabling  use case  predictive analytics  relative change and difference  decision support system  analytics  Machine Learning  evaluation business business-strategy

circle time  learning how to learn  gratitude  it gets better project  resource  public speaking  active minds  body awareness  independent reading  youth participation social-sciences education

Product Sales  Data Analysis  analysis  Microsoft Excel  Product Lifecycle  Product Development  project  Product Management  tracking  Strategy business marketing

angel investor  Venture Capital  valuation (finance)  modeling  financial modeling  Entrepreneurship  cash flow  business plan  Finance  venture capital financing business finance

learning styles  thought  business model canvas  Digital Marketing  modeling  Innovation  design thinking  Entrepreneurship  funds  crowding business entrepreneurship

project mine  series a round  Artificial Neural Networks  Tensorflow  materials  statistical classification  Training  modeling  project  Convolutional Neural Network data-science machine-learning

Probability & Statistics  Data Analysis  General Statistics  rstudio  analysis  R Programming  Computer Programming  Exploratory Data Analysis  probability  Summary Statistics data-science data-analysis

covariance  Basic Descriptive Statistics  project  Categorical Variable  General Statistics  Studentized Residual  Average  univariate  Stata  project mine data-science data-analysis

design thinking  project management certification  Innovation  instructional design  Leadership Development  Collaboration  Organizational Development  leadership  Change Management  experience business leadership-and-management

separation of duties  attack surface  backup  Planning  security  disasters  Audit  disaster  information technology security audit  enterprise system information-technology security

modeling  project mine  show me!  running  Data Analysis  utility  path (variable)  software  download  upload data-science data-analysis

physics  verse protocol  chemistry  astronomy  political science  biology  history  thought  Critical Thinking  Anthropology arts-and-humanities history

Computer Programming  edit distance  Python Programming  Algorithms  DNA  dnas  Bioinformatics  genomics  dna sequencing  smith waterman algorithm data-science data-analysis

dynamic programming  phylogenetic tree  sequence database  sequence alignment algorithms  sequence alignment  ontology (information science)  gene  genetics  Bioinformatics  Algorithms life-sciences health-informatics

Machine Learning  Regression  Convolutional Neural Network  Artificial Neural Networks  Multilayer Perceptron  Natural Language Processing  Logistic Regression  supply chain  Human Learning  Perceptron data-science machine-learning

building information modeling  autodesk maya  autocad  computer-aided design  Autodesk  3d modeling  p-rep  Surveying  Civil Engineering  test preparation physical-science-and-engineering mechanical-engineering

power politics  power (international relations)  history  war  law  political science  global  foreign policy  international law  international relations social-sciences governance-and-society

Databases  multiple sequence alignment  sequence alignment  Bioinformatics  phylogenetics  phylogenetic tree  blast  genomics  comparative genomics  analysis life-sciences health-informatics

video game development  display devices  gameplay  Software Engineering  ordered pair  Python Programming  i-deas  pygame  Computer Programming  project computer-science software-development

Project Management  Marketing  project management certification  social media marketing  Digital Marketing  Social Media  marketing strategy  media market  Leadership and Management  Sales business marketing

sociology  relative change and difference  chinese language  family  Population  immutable object  reproduction  analytics  macro (computer science)  ordered pair data-science data-analysis

graphs  Algorithms  dijkstra's algorithm  graph algorithms  tree traversal  Graph Theory  search algorithm  java (software platform)  Data Structures  graph traversal computer-science algorithms

mobile app  Javascript  web application  document object model  html  Web Development  scripting language  internet of things  web  front and back ends computer-science mobile-and-web-development

career  value proposition  coaching  proposition  customer value proposition  Impact Assessment  Entrepreneurship  loyalty program  it service management  Benefits business business-strategy

evaluation  emotional well-being  early childhood  Emotional Intelligence  process  child  path (variable)  principle  emotion  teaching social-sciences education

Machine Learning  systems architect  performance  Deep Learning  Cloud Computing  Google Cloud Platform  Human Learning  systems architecture  Tensorflow  data dependency data-science machine-learning

Management Accounting  Cost Accounting  project  cost  Leadership and Management  business analytics  Accounting  Marketing  total absorption costing  Financial Accounting business finance

Problem Solving  problem solving methods  analysis  swot analysis  Critical Thinking  Leadership and Management  research methods  thought  design thinking  Innovation personal-development personal-development

social technology  augmented reality  virtual class  resource  Human Learning  collaborative software  education  teaching  gamification  Learning Management System social-sciences education

aphasia  longitudinal study  auditory cortex  research methods  aphasias  auditory hallucination  dyslexia  linguistics  neurolinguistics  language acquisition life-sciences psychology

constrained clustering  discrete optimization  constraint programming  modeling  knapsack problem  common subexpression elimination  Assignment Problem  mathematical optimization  nurse scheduling problem  Computer Programming computer-science software-development

edge detection  convolution  Computer Vision  Deep Learning  neuroscience  mental images  machine vision  Artificial Neural Networks  matrix representation  neuron (software) computer-science algorithms

Computer Programming  Python Programming  Troubleshooting  resource  profilers  software  debugging  Problem Solving  Leadership and Management  debug code information-technology cloud-computing

Keras  Deep Learning  Machine Learning  Convolutional Neural Network  front and back ends  signal processing  Tensorflow  Python Programming  Artificial Neural Networks  statistical classification data-science machine-learning

biotechnology  industrial fermentation  biofuel  fermentation  biopharmaceuticals  enzyme  synthetic biology  biochemical engineering  biology  biopharmaceutical life-sciences basic-science

Data Analysis  analytics  Communication  Computer Graphics  software  Data Visualization  business analytics  presentation  analysis  tableau software data-science data-analysis

relational model  SQL  relational database  stored procedure  Databases  query optimization  Data Model  relational database management system  business requirements  entity relationship model data-science data-analysis

Data Analysis  Microsoft Excel  analysis  data reporting  Project Management  Business Intelligence  project  Data Visualization  sap erp  software business business-essentials

series a round  Time Series  analysis  modeling  Time Series Analysis  Long Short-Term Memory  Tensorflow  time series models  Forecasting  Artificial Neural Networks data-science machine-learning

internet of things  Mechatronics  Average  manufacturing process management  Dial Indicators  SQL  Mechanical Engineering  measurement  smart label  Manufacturing Execution System physical-science-and-engineering mechanical-engineering

logical topology  data furnace  master data management  Machine Learning  topological data analysis  data centers  enterprise architecture  topology  topology optimization  Data Architecture information-technology data-management

Deep Learning  R Programming  statistical classification  front and back ends  grayscale  Machine Learning  interfaces  Tensorflow  Artificial Neural Networks  ordered pair data-science machine-learning

Human Learning  modeling  Algorithms  cluster analysis  Mixture Model  Machine Learning  Latent Dirichlet Allocation  data clustering algorithms  k-means clustering  k-d tree data-science data-analysis

public health  public health emergency of international concern  global  safety  emergency  climate change  epidemic  awareness  Communication  Collaboration life-sciences public-health

mathematical optimization  case study  penetration test  analysis  Cloud Computing  DevOps  Cloud Platforms  architecture  Google Cloud Platform  business requirements information-technology cloud-computing

systems thinking  Patient Care  patient  thought  safety  safety culture  patient safety  proactivity  Culture  Problem Solving life-sciences healthcare-management

Civil Engineering  Chemical Engineering  Metallurgy  manufacturing process management  materials  biomaterials  Welding  process (engineering)  Mechanical Engineering  phase diagram physical-science-and-engineering mechanical-engineering

product description  program analysis  business requirements  feature-oriented domain analysis  recommender systems  Experiment  General Statistics  empirical evidence  systems analysis  Planning data-science machine-learning

Leadership and Management  Resilience  Mental Illness  psychiatry  mindfulness  stress management  positive psychology  stress  mental health  psychologies life-sciences basic-science

balance sheet  income statement  income  present value  cash flow  stock  investment  Finance  net present value  financial statement business finance

statistical classification  Artificial Neural Networks  Human Learning  image processing  Keras  Convolutional Neural Network  Computer Vision  Tensorflow  convolution  multiclass classification data-science machine-learning

Social Psychology  Causality  recursively enumerable set  spirituality  religion  genetics  psychology  thought  the astonishing hypothesis  belief arts-and-humanities history

Project Management  Mapping  Leadership and Management  user story  presentation  project  customer experience  cost benefit analysis  agile management  cost business business-strategy

technical support  Planning  pedagogy  justice  Prevention Activities  Creativity  h.e.a.r.  education  prevention  social justice social-sciences education

personal advertisement  Big Data  a/rose  privacy  secure multi-party computation  information privacy  data anonymization  general data protection regulation  homomorphic encryption  security information-technology data-management

ordered pair  sustainability  global  corporate sustainability  circular economy  Behavioral Economics  sustainable business  Leadership and Management  corporate bond  corporate social responsibility business business-strategy

child  physical therapy  hearing  therapy  cholesteatoma  pediatrics  inner ear  etiology  language development  hearing loss life-sciences patient-care

investment decisions  Operations Management  Strategy  Supply Chain Sourcing  process  return on capital  Scaling  value proposition  Strategic Sourcing  supply chain business business-strategy

psychology  twin  behavioural genetics  gene  psychologies  psychiatry  genetics  human behavior  behavior  mental health life-sciences psychology

news  interview  sink  network news transfer protocol  Accuracy And Precision  Social Media  Journalism  quotation  digital journalism  sources arts-and-humanities music-and-art

relational model  approximation error  health informatics  health data  data quality  Data Analysis  health care analytics  modeling  Data Model  Type I And Type Ii Errors life-sciences health-informatics

ketogenic diet  sleep (system call)  intermittent fasting  neuroscience  nutrition  exercise  sleep  mental health  meditation  mindfulness life-sciences basic-science

awareness  security management  human behavior  information security  security  behavior  breach (security exploit)  seta  Training  ransomware computer-science computer-security-and-networks

Chemical Engineering  nanosensor  Civil Engineering  Aerospace Engineering  nanoparticle  physics  chemistry  Mechanical Engineering  nanoparticles  Nanotechnology physical-science-and-engineering chemistry

stack (abstract data type)  Mobile Development  Software Engineering  Android Development  android studio  Computer Programming  Mechanical Engineering  Java Programming  Operating Systems  electronics computer-science mobile-and-web-development

Finance  cognitive bias  Leadership and Management  investment style  investment  market (economics)  Portfolio Construction  bias  Strategy  investment strategy business finance

Marketing  mobile marketing  Strategy  marketing channel  market (economics)  Digital Marketing  digital media  media market  Social Media  social media marketing business marketing

digital signal processing  image processing  modems  electronics  signal processing  Algorithms  satellite digital imaging system  data transmission  microcontroller  image compression physical-science-and-engineering electrical-engineering

Solar Technology  manufacturing process management  materials  Solar Systems  Energy Solutions  Solar Energy  Solar Cell Manufacturing  energy  renewable energy  Energy Consumption physical-science-and-engineering environmental-science-and-sustainability

pandemics  mind control  meditation  anxiety  mental health  control (management)  stress  Leadership and Management  psychologies  stress management life-sciences psychology

Natural Language Processing  Machine Learning  Human Learning  Computer Vision  Amazon Web Services  Machine Learning Algorithms  web  Algorithms  Deep Learning  web service data-science machine-learning

mathematical finance  corporate bond  Leadership and Management  Financial Analysis  Finance  .bit  Report Analysis  investment  trading  investment banking business finance

abstraction  user interface design  front and back ends  User Experience  lambda calculus  Database Design  Database Servers  design pattern  software development process  software design computer-science software-development

simulation  robotics  Polynomial  time-scale calculus  Algorithms  torque  path (variable)  Actuators  matrix difference equation  inverse element physical-science-and-engineering mechanical-engineering

freezing  energy budget  carbon cycle  nutrient cycle  climate change  nutrients  energy  ecosystems  chemistry  ecosystem physical-science-and-engineering research-methods

brainstorming  personal branding  Creativity  brand  color psychology  psychology of self  happiness  Writing  creative writing  photography business business-essentials

Leadership and Management  nutrition  diets  stress  healthy diet  Planning  dieting  stress management  weight loss  eating life-sciences nutrition

i-deas  Archeology  history  religion  bible  Culture  canned tea  israel  Art History  conquesting arts-and-humanities history

Combinatorics  Verilog  combinational logic  simulation  language  simulink  porting  test bench  Circuit Design  hardware description language physical-science-and-engineering electrical-engineering

Artificial Neural Networks  Activation Function  Machine Learning  Experiment  euler's totient function  Tensorflow  open source  hyperparameter  mathematical optimization  Python Programming data-science machine-learning

reinforcement  algorithmic trading  stock  trading strategy  Reinforcement Learning  Artificial Neural Networks  Time Series  Strategy  trading  Machine Learning data-science machine-learning

Estimation  Algorithms  Kalman Filter  extended kalman filter  Computer Programming  least squares  jacobian matrix and determinant  Python Programming  maximum likelihood estimation  point cloud computer-science software-development

english language  Communication  email writing  Business Communication  presentation  business plan  Planning  Writing  Peer Review  Negotiation language-learning learning-english

Differential Equations  Partial Derivative  matrices  laplace transform applied to differential equations  Integral  ordinary differential equation  numerical analysis  Eigenvalues And Eigenvectors  Partial Differential Equations  periodic function math-and-logic math-and-logic

Solar Systems  energy  astronomy  spacecraft communication  hole  chemistry  interplanetary internet  physics  virtual observatories  astrobiology physical-science-and-engineering physics-and-astronomy

test case  method (computer programming)  approximation error  sorting  market segmentation  numbers (spreadsheet)  code segment  evaluation  resource  arrays social-sciences education

running  Google Cloud Platform  resource  budget  discounting  ip address  cost  orphan  Cost Control  mathematical optimization information-technology cloud-computing

Computer Vision  opencv  optical character recognition  image file formats  software  image processing  python libraries  tesseract (software)  Computer Programming  Python Programming computer-science software-development

Chemical Engineering  energy  ordered pair  combine  Problem Solving  product-form solution  chemistry  analysis  Stoichiometry  compounding physical-science-and-engineering chemistry

data breaches  defense  breach (security exploit)  security management  threat  intrusion detection systems  ossec  ordered pair  security  Computer Security Incident Management information-technology security

syntax  language  semantics  Computer Programming  euler's totient function  for loop  python syntax and semantics  while loop  basic programming language  Python Programming computer-science software-development

trading  market (economics)  pricing  financial ratio  Finance  financial statement  Strategy  trading strategy  analysis  stock business finance

Chemical Engineering  flow network  food processing  simulation  modeling  fluid mechanics  Mechanical Engineering  Civil Engineering  computational fluid dynamics  physics physical-science-and-engineering mechanical-engineering

Writing  Geology  career  career counseling  systems thinking  multidisciplinary approach  grief counseling  Continuous Function  project  Problem Solving business leadership-and-management

Risk  physical activity  medicine  Risk Factor  disease  diabetes  agriculture  nutrition  obesity  risk factors life-sciences public-health

Climate Policy  economy  price signal  circular economy  Energy Consumption  carbon cycle  energy  sustainability  Carbon Footprint  Natural Resources social-sciences economics

community development  Needs Assessment  triple bottom line  sustainability  community engagement  asset  thought  Resilience  principle  systems thinking business leadership-and-management

semigroup action  parent  child care  Strategy  parenting  leadership  teaching  motivation  school counseling  education social-sciences education

redcap  Human Learning  Data Management  Survey Design  Planning  Clinical Data Management  electronics  Leadership and Management  Clinical Trial  clinical research life-sciences research

cash flow  Equity Value  financial modeling  Finance  modeling  securities research  discounted cash flow  Enterprise Value  flow network  Data Analysis business finance

basic programming language  language  scratch (programming language)  Algorithms  programming tool  Computer Programming  software design  computer program  Software Engineering  software computer-science software-development

Statistical Tests  Confounding  Experiment  relative change and difference  relative risk  multiple comparisons  General Statistics  propensity score matching  medical research  Causality life-sciences research

global  art  saving  historical source  scientific method  case study  dissemination  Archeology  history  interpretation arts-and-humanities history

sign  oxygen  disease  lesion  heart diseases  symptoms  parenting  human error assessment and reduction technique  health care  abdomen life-sciences public-health

web  Google Cloud Platform  Cloud Platforms  Cloud Applications  web service  internet of things  Software As A Service  Microsoft Azure  Cloud Computing  Cloud Storage information-technology cloud-computing

i-deas  web page  Computer Graphics  html  Web Development  text editors  surround sound  display devices  project mine  web computer-science mobile-and-web-development

history of veterinary medicine  veterinary  animal  observation  experience  history  veterinary medicine  anatomy  animal anatomy  medicine life-sciences animal-health

wall  microbiology  Determinants  occupational safety and health administration  prevention  Influencing  public health  Population  determinants of health  biomedicine life-sciences public-health

text corpus  Data Analysis  Machine Learning  text mining  documents  Topic Model  Data Mining  data clustering algorithms  Python Programming  project data-science machine-learning

language  religion  war  shamanism  i-deas  chinese language  latex  healing  intellectual  history arts-and-humanities history

pedagogy  english grammar  media literacy  human communication  english language  resource  education  linguistics  instructional design  language social-sciences education

language  phonetics  listening  augmented assignment  adjective  tongue  Russian  mother  japanese language  Language Learning language-learning other-languages

matrices  Pivot Table  analysis  Machine Learning  software  Communication  Benefits  spreadsheet  organizing (management)  Spreadsheet Software data-science data-analysis

linguistics  interact  interpersonal communication  Communication  Russian  language  Culture  intercultural communication  Educational Programs  cross-cultural communication arts-and-humanities history

objective-c  crt0  c++  ordered pair  Python Programming  sorting  Computer Programming  class (computer programming)  euler's totient function  object-oriented programming computer-science software-development

Polynomial  Discrete Mathematics  euler's totient function  Closed-Form Expression  spanning tree  numbers (spreadsheet)  augmented assignment  Theoretical Computer Science  order by  graphs math-and-logic math-and-logic

data centers  internet  interact  education  Algorithms  lesson plan  teaching  e-nable  push technology  shortest path problem social-sciences education

Retail Management  cost  stock valuation  Planning  evaluation  Negotiation  online learning  Private Equity  foreign exchange market  mortgage business entrepreneurship

Cloud Platforms  Estimator  application programming interfaces  Cloud Computing  modeling  Google Cloud Platform  Tensorflow  Training  Machine Learning  Human Learning data-science machine-learning

Cloud Computing  malware  data centers  Cyberattacks  security modes  antivirus software  Network Security  firewall (computing)  enterprise private network  security information-technology security

Population  ecosystem model  modeling and simulation  ecosystems  modeling  Model Building  population dynamics  simulation  project  plant physical-science-and-engineering research-methods

alternative medicine  cannabis research  cannabinoid  history  public health  dosing  pharmacology  internality  medical cannabis  cannabinoids life-sciences public-health

translation  english grammar  academic writing  punctuation  Writing  english language  editing  Civil Engineering  grammar  u.s. securities and exchange commission language-learning learning-english

management process  Human Resources  paycheck  Planning  project  team management  employment  Leadership and Management  Recruitment  payroll business leadership-and-management

Machine Learning Algorithms  Human Learning  Random Forest  modeling  randomness  decision tree  forest  Machine Learning  predictive modelling  Algorithms data-science machine-learning

owasp zap  uniform resource locator  penetration test  web application security  security  Software Security  owasp  internet security  web application  web computer-science computer-security-and-networks

psychology  educational psychology  pedagogy  educational therapy  psychology of self  education  teaching  mindfulness  teacher training  ideal age social-sciences education

Front-End Web Development  materials  Web Development  reactive programming  Angular  Computer Programming  typescript  web  angularjs  Javascript computer-science mobile-and-web-development

mature technology  Opportunity Identification  corporate bond  Customer Relationship Management  Entrepreneurship  Planning  Innovation  attention  semigroup action  enabling business entrepreneurship

Python Programming  entry point  exercise  project mine  Machine Learning  Test Set  project  Tensorflow  euler's totient function  Loss Function data-science machine-learning

lean software development  process  kanban  software development process  software  Software Engineering  Leadership and Management  scrum (software development)  unified process  Agile Software Development computer-science design-and-product

Marketing  brand  Leadership and Management  brand equity  brand marketing  Culture  employment  Brand Management  Brand Identity  stock business entrepreneurship

cloud computing security  solution stack  Planning  Cloud Platforms  openjdk  Google Cloud Platform  application programming interfaces  Scaling  node.js  protein data bank (file format) computer-science software-development

Data Visualization  balanced scorecard  performance measurement  critical success factor  openfabrics alliance  Business Intelligence  SQL  Data Warehousing  MicroStrategy  Performance Management data-science data-analysis

security  global workforce  internet of things  smartphones  wireless lan  internet  global  openfabrics alliance  sap erp  Mobile Security computer-science computer-security-and-networks

head-up display  null coalescing operator  project  display devices  Video Editing  video game development  Writing  run time (program lifecycle phase)  modulo operation  user fee computer-science software-development

Leadership and Management  behavior  thought  psychology  Decision Making  leadership  organizational behavior  content theory  Human Resources  conflict (process) business leadership-and-management

process  c dynamic memory allocation  Art History  statistical classification  constitution  speech  law  exercise  doctrine  privacy social-sciences law

Software Engineering  project  healing  c sharp (programming language)  matching  video game development  english language  c++  boolean data type  Writing computer-science software-development

supply chain  inventory  value chain  Global Supply Chain Management  supply chain management  Strategy  chaining  global  process  Leadership and Management business business-strategy

analysis  Electrical Engineering  principle  Switches  linearity  energy  electronics  Digital Multimeters  Electronic Circuits  sources physical-science-and-engineering electrical-engineering

.properties  manufacturing process management  purchasing  design thinking  education  rapid prototyping  printmaking  reason  3D Printing  intellectual property business entrepreneurship

Entrepreneurship  employment  schedule  Benefits  organizing (management)  leadership  payroll  project  Strategy  Project Management business leadership-and-management

neurological disorders  euler's totient function  hearing  anatomy  neuroscience  Human Learning  neurobiology  memory  neurology  neuron (software) life-sciences basic-science

Autoencoder  Test Set  Studentized Residual  project  Python Programming  Computer Programming  mimics  image processing  use case  Machine Learning data-science machine-learning

language acquisition  sign language  deaf culture  American Sign Language  Culture  deafness  deaf education  audism  Communication  audiology language-learning learning-english

project mine  Machine Learning  mathematical optimization  inference  throughput  modeling  Python Programming  Deep Learning  Tensorflow  performance data-science machine-learning

disasters  non-communicable disease  emergency  humanitarian  crisis  disease  Risk Factor  hamper  risk factors  Risk life-sciences public-health

Google Cloud Platform  Cloud Platforms  Cloud Computing  process  security  Cloud Infrastructure  deployment environment  site reliability engineering  architecture  reliability engineering information-technology cloud-computing

poster  computer files  p-rep  health system  public health  portable document format  electronics  Healthcare Management  oncology  Leadership and Management life-sciences healthcare-management

cost  Local Government  principle  decision-making software  income  revenue  Finance  Communication  Decision Making  structured finance social-sciences governance-and-society

Algorithm Selection  Algorithms  randomness  hyperparameter  opaque pointer  Random Forest  Regression  Machine Learning  Python Programming  linearity data-science machine-learning

mod (video gaming)  project  pygame  Graphic Design  logic  Python Programming  logic gate  Computer Programming  euler's totient function  c dynamic memory allocation computer-science software-development

jquery  web  HTML and CSS  responsive web design  Javascript  Web Development  CSS  Web Design  HTML5  html computer-science mobile-and-web-development

thought  history  interpretation  plantation  man  ageing  constitution  quoting out of context  future generation  religion arts-and-humanities history

child  linguistics  psycholinguistics  relative change and difference  speech perception  Child Psychology  language  cognitive linguistics  infant  Writing life-sciences psychology

autoregressive model  Time Series  Time Series Forecasting  series a round  time series models  Autoregressive Integrated Moving Average  Time Series Analysis  Forecasting  analysis  modeling data-science probability-and-statistics

logic  puzzle  mathematical induction  Algorithms  proof theory  Permutations  Problem Solving  Discrete Mathematics  Mathematics  mathematical logic computer-science algorithms

Writing  punctuation  Legal Writing  english grammar  editing  persuasive writing  grammar  choice  Proofreading  creative writing personal-development personal-development

Project Management  predictive analytics  Chart  tooltip  saving  project  Leadership and Management  cleaning  Business Intelligence  tableau software business leadership-and-management

test automation  Google Cloud Platform  build automation  Computer Programming  github  software  Cloud Computing  web  portable document format  Python Programming information-technology cloud-computing

android (operating system)  Web Development  internet  latex  voip phone  codecs  arduino  voice over ip  entry point  internet of things computer-science computer-security-and-networks

Poetry Writing  dialog box  film  Fiction Writing  Storytelling  Writing  creative writing  maximization (psychology)  essay writing  analysis arts-and-humanities music-and-art

presentation  Visualization (Computer Graphics)  tableau software  analysis  Data Analysis  sources  Storytelling  software  Computer Graphics  Data Visualization data-science data-analysis

application programming interfaces  mathematical optimization  euler's totient function  https  Kubernetes  command-line interface  event-driven architecture  modeling  Benefits  Amazon Web Services information-technology cloud-computing

music  Communication  partnership  business partner  funds  brand  ordered pair  Benefits  career  project arts-and-humanities music-and-art

onboarding  workload  Emotional Intelligence  Peer Review  Planning  career  news  modeling  Mergers & Acquisitions  Dividends business leadership-and-management

Cloud Management  Cloud Computing  security assertion markup language  Leadership and Management  Cloud Applications  user (computing)  identity management  Software As A Service  security  cloud computing security information-technology cloud-computing

Bayesian Inference  General Statistics  Bayes' Theorem  analysis  probability  Bayesian  prior probability  inference  conjugate prior  Bayesian Statistics data-science probability-and-statistics

callback (computer programming)  Keras  mathematical optimization  Tensorflow  internet  Machine Learning  Python Programming  euler's totient function  project  graphs data-science machine-learning

security  cyber-security regulation  privacy  internet  Risk  internet of things  home  openfabrics alliance  show me!  home directory computer-science computer-security-and-networks

java annotation  Writing  tostan  ordered pair  validated learning  prince2  project  teaching method  work (project management)  hole computer-science software-development

piano  Creativity  principle  jazz  Poetry Writing  bible  suicide intervention  chord  music  harmony arts-and-humanities music-and-art

language development  child development  educational practices  pediatrics  developmental psychology  child  childhood  educational psychology  early childhood  Child Psychology social-sciences education

law  cultural intelligence  regulation s-k  financial centre  negotiation theory  E-Commerce  Retail Management  chaining  go to market  market (economics) business business-strategy

Python Programming  Databases  ipython  language  syntax  semantics  Computer Programming  python libraries  Problem Solving  python syntax and semantics computer-science software-development

fundraising  teaching  Creativity  Anthropology  resource  philosophy  Communication  interpretation  lecture  biological anthropology social-sciences education

relative change and difference  jpeg  SQL  Data Manipulation  Continuous Function  truncation  upload  table (database)  download  Databases data-science data-analysis

object-oriented programming  java applet  Algorithms  Computer Programming  Java Programming  sorting  applet  polymorphism (computer science)  java (software platform)  sorting algorithm computer-science software-development

child welfare  justice  psychologies  child  international law  child protection  children's rights  Child Psychology  law  humanitarian social-sciences law

language  Data Management  General Statistics  Data Visualization  Computer Programming  Python Programming  Frequency Distribution  analysis  Data Analysis  Leadership and Management data-science data-analysis

General Statistics  Null Hypothesis  statistical hypothesis testing  Estimation  p-value  approximation error  publication bias  interpretation  a priori  effect size data-science probability-and-statistics

leadership  security  Microsoft Excel  Project Management  Cloud Computing  business case  Innovation  Strategy  Business Transformation  cloud computing security business business-strategy

Communication  employee motivation  performance  performance appraisal  Leadership and Management  Leadership Development  team management  motivation  leadership  employment business leadership-and-management

Computer Programming  software  Operating Systems  android studio  Broadcast  Java Programming  concurrent computing  Software Engineering  Android Development  Mobile Development computer-science mobile-and-web-development

electronic circuit simulation  Switches  power electronics  modeling and simulation  Matlab  simulation  Average  Electrical Engineering  euler's totient function  modeling physical-science-and-engineering electrical-engineering

Python Programming  modeling  analysis  project  Time Series  a t.i.m.e.  Training  Machine Learning  death  Time Series Analysis data-science machine-learning

version control  jenkins (software)  selenium  DevOps  github  test automation  running  source code  Software Testing  schedule computer-science software-development

Java Programming  java (software platform)  Mobile Development  software  Python Programming  Software Engineering  Android Development  project  Computer Programming  android studio computer-science mobile-and-web-development

evolution  physiology  pathology  bacteria  chronobiology  gene  circadian rhythm  metabolism  sleep (system call)  sleep life-sciences basic-science

english grammar  interpersonal communication  english language  eating  mother  speech  Communication  language  listening  Culture language-learning learning-english

at-will employment  management process  Operations Management  Leadership and Management  Customer Relationship Management  Benefits  Decision Making  Influencing  analysis  Marketing business marketing

Confidence Interval  statistical inference  statistical hypothesis testing  confidence  General Statistics  hypothesis  Python Programming  inference  hypothesis testing  Statistical Analysis data-science data-analysis

General Statistics  inequality (mathematics)  Web Development  Python Programming  web  calibration  Plotly  Data Visualization  Computer Programming  interactivity data-science data-analysis

energy  enzyme  metabolism  citric acid cycle  beta oxidation  biochemistry  glycolysis  principle  photosynthesis  bioenergetics life-sciences basic-science

elasticity of substitution  imputation (statistics)  index  measurement  Target Market  recursively enumerable set  Tariffs  youth  General Statistics  global data-science data-analysis

digital identity  throughput  Accounting  cryptocurrency  BlockChain  Cryptography  asset  Databases  fee  zero-knowledge proof information-technology security

Machine Learning  Game Theory  integration by substitution  Computer Vision  autonomous agent  decision tree  evolutionary game theory  agent-based model  trigonometric substitution  mind body problem computer-science algorithms

Accounting  Financial Accounting  Accounting Analysis  Account Analysis  financial statement  analysis  Finance  revenue  revenue recognition  international financial reporting standards business business-essentials

materials  electronics  dental materials  oxygen  euler's totient function  thinning  protocol for web description resources  performance  Chemical Engineering  biomaterials physical-science-and-engineering environmental-science-and-sustainability

linear programming  local consistency  Algorithms  cutting-plane method  simplex algorithm  simulated annealing  discrete optimization  mathematical optimization  constraint programming  solver computer-science software-development

authentication  web  project  interfaces  security  project mine  javascript framework  Javascript  Writing  web application computer-science mobile-and-web-development

rstudio  data type  user (computing)  project mine  R Programming  language  Machine Learning  Microsoft Excel  Data Structures  project data-science data-analysis

.properties  hold  project  concatenation  ternary conditional operator  holding value  extract  Computer Programming  text corpus  text editors computer-science mobile-and-web-development

employment  thought  process  performance  life coaching  coaching  supervision  Human Resources  Leadership and Management  Culture business leadership-and-management

child  is-a  Computer Programming  parent  ordered pair  user (computing)  parenting  project  code reuse  inheritance (object-oriented programming) computer-science software-development

text corpus  Web Development  Big Data  divestment  Accuracy And Precision  Javascript  html  syntax  CSS  linguistics computer-science mobile-and-web-development

medicine  cosmetics  ayurveda  oil  anxiety  aromatherapy  herbal  herbalism  safety  massage life-sciences research

psychology  Continuous Function  personality  transformed social interaction  Graphic Design  icm registry  Video Editing  attractiveness  must  everyday life computer-science software-development

 meet remarkable people who have restructured their lives in accordance with it  and think about how effective altruism can be put into practice in your own life.  All the features of this course are available for free.  It does not offer a certificate upon completion. philosophy  ordered pair  Human Resources  thought  choice  altruism  demand  Decision Making  ethics  rationality

binary search algorithm  maximal independent set  euler's totient function  multiple recursion  sorting  daging  computer data storage  search tree  graphs  Algorithms computer-science algorithms

project  Deep Learning  Loss Function  Artificial Neural Networks  Computer Vision  Machine Learning  ordered pair  Tensorflow  p-value  Python Programming data-science machine-learning

nutrition  Human Learning  disease  diets  exercise  body mass index  diabetes  prevention  gastric bypass surgery  obesity life-sciences nutrition

korean language  objective-c  learning how to learn  Video Conferencing  gabe zichermann  english language  lesson plan  c++  shrdlu  speech language-learning learning-english

Entrepreneurship  evaluation  Operations Management  Process Mapping  competitiveness  process  Business Operations  online learning  customer service training  Revenue Operations business entrepreneurship

capital adequacy ratio  numbers (spreadsheet)  compound interest  relative change and difference  Finance  systematic risk  Enterprise Value  corporate bond  investment decisions  capital budgeting business finance

Strategy  Leadership and Management  brand  Retail Management  Brand Management  Marketing  luxury goods  Brand Identity  Communication  modeling business leadership-and-management

power politics  crisis  Influencing  political science  international relations  numbers (spreadsheet)  emerging markets  political risk  global  Economics social-sciences governance-and-society

process management  Product Management  Digital Marketing  benchmarking  leadership  listening  Leadership and Management  personal advertisement  interview  sg&a computer-science design-and-product

caring for people with dementia  quality of life  geriatrics  psychosocial  stress  dementia  family caregivers  Strategy  occupational therapy  alzheimer's disease life-sciences patient-care

telemarketing  Writing  fundraising  laddering  Strategy  leadership  Planning  advertising mail  audience  Building Relationships business business-strategy

insecticide  public health  marine ecosystem  Leadership and Management  coral reef  sustainability  environmental health  hotel  sustainable tourism  Solid Waste Management life-sciences basic-science

cloud computing architecture  mobile cloud computing  Cloud Engineering  native cloud application  Cloud Applications  cloud collaboration  elasticity (cloud computing)  Cloud-Based Integration  network administrator  Cloud Infrastructure information-technology cloud-computing

history  thought  harmony  music  jazz  Poetry Writing  piano  human voice  chord  relative change and difference arts-and-humanities music-and-art

hashing  BlockChain  one-way function  bitcoin  Innovation  cryptographic hash function  ethereum  cryptocurrency  FinTech  encryption business finance

listening  Cooking  telephone number  chinese language  language  Writing  Communication  grammar  chinese basic  speech language-learning other-languages

Machine Learning  spreadsheet  Forecasting  seasonality  software  modeling  project  Exploratory Data Analysis  Spreadsheet Software  Sales data-science machine-learning

Machine Learning  algorithmics  statistical inference  predictive analytics  Bayesian  publication bias  unsupervised learning  Ensemble Learning  Kaggle  Algorithms data-science data-analysis

Regression  Scikit-Learn  project  linear regression  Regression Analysis  Simple Linear Regression  linearity  Sales  Python Programming  revenue data-science machine-learning

language  linguistics  Writing  english language  formal language  english grammar  academic writing  sources  Note Taking  essay writing arts-and-humanities music-and-art

emerging technologies  multimedia  audience  Writing  Storytelling  experience  interactivity  Strategy  interactive storytelling  Creativity arts-and-humanities music-and-art

project  syntax  numbers (spreadsheet)  interactivity  Computer Programming  python syntax and semantics  language  Python Programming  iteration  while loop computer-science algorithms

Social Media  informed consent  privacy  relative change and difference  analysis  thought  ethics  Data Science  consensus decision-making  Type I And Type Ii Errors data-science data-analysis

spectrum disorders  autism spectrum disorder  Diagnostic Evaluation  autism spectrum  education  evaluation  autism  child  spectrum disorder  Human Learning life-sciences patient-care

software  web  Software Architecture  unit testing  angularjs  Javascript  architecture  Angular  capgemini  Web Development computer-science mobile-and-web-development

Project Management  Mechanical Engineering  engineering management  project finance model  project  Engineering Projects  Construction Management  Leadership and Management  microsoft project  performance physical-science-and-engineering mechanical-engineering

Databases  database security  data security  sql injection  SQL  code injection  security  network address  Network Security  internet protocol suite information-technology security

biological neuron model  information theory  Artificial Neural Networks  Human Learning  modeling  reinforcement  neuroscience  computational neuroscience  neural coding  neuron (software) data-science machine-learning

lived body  architecture  affordance  history  social experiment  sustainability  Landscape Architecture  Culture  Landscape Design  art arts-and-humanities music-and-art

language  ordered pair  Proofreading  essay writing  english language  editing  Peer Review  Writing  academic writing  secondary source language-learning learning-english

bias  Human Learning  analysis  computer multitasking  error  Strategy  Deep Learning  Multi-Task Learning  Machine Learning  project data-science data-analysis

market (economics)  shareholder value  enabling  performance appraisal  history  motivation  experience  Leadership and Management  supply chain  vitality curve business leadership-and-management

representational state transfer  hypertext transfer protocol  json  interfaces  project  web page  Javascript  web  application programming interfaces  web api computer-science software-development

bureaucracy  social influence  tacit knowledge  leadership  demand  organizing (management)  Professional Development  experience  leadership style  motivation personal-development personal-development

climate change  process  analysis  Scaling  Strategy  public health  capacity building  relative change and difference  adaptation  Planning life-sciences public-health

Vector Calculus  physics  energy  classical mechanics  pointing device gesture  graphs  Framing  spring  Mechanical Engineering  Electrical Engineering physical-science-and-engineering physics-and-astronomy

Video Editing  digital media  typography  Graphic Design  Computer Graphics  adobe photoshop  Web Design  Computer Architecture  Color Theory  experience arts-and-humanities history

Leadership and Management  Planning  work breakdown structure  Project Management  project  Construction Management  schedule  project planning  Risk  project plan business business-strategy

task parallelism  Computer Programming  dataflow  Java Programming  parallel computing  unified parallel c  data parallelism  java concurrency  parallel algorithm  java (software platform) computer-science software-development

Aerospace Engineering  space station  nastran  spacecraft communication  human factors and ergonomics  automatic identification and data capture  manufacturing process management  digitizing  robotics projects  Industrial Engineering Industry Expertise physical-science-and-engineering mechanical-engineering

social network  Social Networking  english language  Business Communication  language  Writing  Communication  email  Business Writing  email writing language-learning learning-english

new forum  nazi concentration camps  holocaust  nazism  national trauma  history  delegitimisation  nazi germany  antisemitism  supremacism arts-and-humanities history

user story  agile management  design thinking  software  User Experience  Agile Software Development  experience  Software Engineering  persona (user experience)  Leadership and Management computer-science design-and-product

Time Series  analysis  maximum likelihood estimation  modeling  Regression Analysis  Regression  linearity  General Statistics  linear regression  Econometrics data-science probability-and-statistics

Data Structures  memory management  crt0  memory  Algorithms  pointer (computer programming)  Computer Programming  computer program  Leadership and Management  object-oriented programming computer-science software-development

matching  Strategy  tracking  budget  online advertising  project  marketing strategy  conversion tracking  Accounting  group key business marketing

sources  Journalism  i-deas  digital journalism  opinion  Writing  evolution  ethics  personal advertisement  multimedia arts-and-humanities music-and-art

predictive analytics  analytics  market (economics)  Stochastic Matrix  Market Analysis  customer lifetime value  Marketing  market segmentation  Data Analysis  analysis business marketing

materials  General Statistics  experience  justice  lgbt  lesbian  education  Criminal Justice  sexuality  Planning social-sciences education

subsidy  school social worker  water pricing  2.5d  water supply  utility  consumer sovereignty  global  sanitation  prosocial behavior social-sciences governance-and-society

Exploratory Data Analysis  R Programming  Computer Graphics  data clustering algorithms  Data Visualization  cluster analysis  ggplot2  Data Analysis  Computer Programming  analysis data-science data-analysis

Strategy  grief  consent  informed consent  a t.i.m.e.  brain death  Surgery  death  medical ethics  Procurement life-sciences basic-science

analysis  english language  law  constitution  Human Learning  common law  international law  justice  history  Legal Writing social-sciences law

Leadership and Management  modeling  Planning  sales operations  Sales  sales management  cognitive bias  Sales Strategy  resource allocation  customer satisfaction business business-strategy

project  earned value management  Estimation  flow network  cost estimate  Cash Flow Management  Cost Control  cash flow  cost  Leadership and Management business business-strategy

prison  latex  war  childhood  interview  military  Russian  Population  bear  history arts-and-humanities history

configuration management  Systems Design  software technical review  Engineering Activities  project  software development process  Leadership and Management  Project Management  systems engineering  level design physical-science-and-engineering electrical-engineering

planner (programming language)  nonlinear programming  robotics  error  constraint algorithm  c process control  Differential Equations  optimal control  torque  motion planning physical-science-and-engineering mechanical-engineering

intrusion tolerance  denial-of-service attacks  subnetwork  defense  network service  ordered pair  rate limiting  Strategy  malware  php computer-science computer-security-and-networks

Actuators  electronics  torque  Electromechanical Systems  Electrical Engineering  battery management system  spec sharp  robotics  Mechatronics  Power Drill physical-science-and-engineering electrical-engineering

financial literacy  analysis  cost  Finance  financial statement  financing cost  market (economics)  Accounting  financial ratio  valuation (finance) business finance

compiler  statistical classification  modeling  Machine Learning  layer 8  Python Programming  project  Test Set  Training  Deep Learning data-science machine-learning

business plan  Digital Marketing  social marketing  marketing strategy  Social Media  social media marketing  media market  Public Relations  Marketing  project business marketing

informatics  health care  stack (abstract data type)  interoperability  biomedical engineering  Software Engineering  nursing informatics  health informatics  hype cycle  information privacy life-sciences health-informatics

language  Professional Development  email writing  Communication  english language  punctuation  Writing  email  grammar  english grammar language-learning learning-english

architecture tradeoff analysis method  design pattern  software  non-functional requirement  unified modeling language  pipeline (software)  Software Architecture  capgemini  software design  architecture computer-science software-development

online community  community management  ordered pair  media campaigns  Social Media  Communication  analytics  social media analytics  media technology  social media campaigns social-sciences governance-and-society

java annotation  web page  document object model  html  interactivity  user story  Entrepreneurship  web application  interfaces  web business entrepreneurship

Graphic Design  Color Theory  graphic arts  typography  thought  design pattern  Computer Graphics  Creativity  art  design thinking arts-and-humanities music-and-art

community engagement  Recruitment  clinical trials  oral communication  consent  health literacy  clinical research  community health  Clinical Trial  education social-sciences education

gender dysphoria  media culture  homelessness  human sexuality  male  family therapy  Average  diversity (business)  youth  lived experience personal-development personal-development

project mine  Python Programming  project  Gradient  command-line interface  Deep Learning  Machine Learning  PyTorch  Convolutional Neural Network  Computer Vision data-science machine-learning

social venture capital  impact investing  Planning  business plan  social business model  social entrepreneurship  funding options  Innovation  Strategy  modeling business entrepreneurship

statistical hypothesis testing  six sigma  variance  hypothesis  Experimental Design  Trigonometric Integral  hypothesis testing  analysis  analysis of variance  Experiment business leadership-and-management

color vision  process  kibana  label  tableau software  Information Visualization  color space  principle  Data Visualization  specification (technical standard) data-science data-analysis

inflation  performance  real income  analysis  interest rate  Economic Policy  monetary policy  fiscal policy  Economics  aggregate expenditure business finance

software  computational model  logic gate  Software As A Service  host system  Cloud Computing  System V  iteration  Cloud Applications  mathematical optimization computer-science design-and-product

django (web framework)  sqlite  CSS  Web Development  hypertext  web  Javascript  Python Programming  html  SQL computer-science mobile-and-web-development

sustainability  Greenhouse Gas  conservation biology  Environmental Studies  Wildlife Biology  backtesting  climate change  climate change finance  computer simulation  Causality physical-science-and-engineering environmental-science-and-sustainability

leadership  mindfulness  compassion  Leadership and Management  Emotional Intelligence  Communication  coaching  Leadership Development  stress  personal advertisement business leadership-and-management

audience  entry point  Continuous Function  project  Strategy  Communication  humanitarian  Public Relations  target audience  international relations social-sciences governance-and-society

antibiotics  antibiotic  antimicrobials  microbiology  drug resistance  antimicrobial resistance  drugs  antibiotic resistance  antimicrobial  genomics life-sciences basic-science

Venture Capital  value proposition  balance sheet  trade-off  cash flow  Business Strategy  Finance  initial public offering  business plan  debt business entrepreneurship

mathematical optimization  Python Programming  Regression  Model Optimization  project  Machine Learning  Data Visualization  Data Mining  Econometrics  Deep Learning data-science machine-learning

value chain  circular economy  modeling  Business Strategy  value proposition  capital employed  architecture  Innovation  proposition  Strategy business business-strategy

language  listening  korean language  speech  Human Learning  Writing  lecture  Culture  grammar  Communication language-learning other-languages

japanese language  language  Professional Development  english language  Writing  interview  Communication  Business Communication  LinkedIn  speech language-learning learning-english

data governance  metadata  change control  verification and validation  data quality  committee  Data Analysis  Patient Care  electronic health record  technical support life-sciences health-informatics

uv mapping  polygon mesh  Map  baking  box modeling  3d modeling  high-resolution scheme  modeling  subdivision surface  low poly arts-and-humanities music-and-art

art  Music Therapy  dance therapy  therapy  meditation  visual arts  music  healing  art therapy  Creativity personal-development personal-development

Communication  Writing  Planning  presentation  euler's totient function  visual communication  disposition  lecture  first draft of a report on the edvac  group work social-sciences education

User Experience Design  a/b testing  experience  content management system  Planning  case study  User Research  Human Computer Interaction  interaction design  User Experience computer-science design-and-product

biomedical sciences  mixed reality  augmented reality  anatomy  medical imaging  extended reality  3d modeling  Virtual Reality  ordered pair  digital image processing life-sciences health-informatics

estimation methods  approximation  Chemical Engineering  ansys  energy  astronomy  electronics  statistical mechanics  Mechanical Engineering  physics physical-science-and-engineering mechanical-engineering

antibody  biology  immunology  inflammations  protein  hematopoiesis  biochemistry  immune system  gene  b cell life-sciences basic-science

tumor  lung cancer screening  Cancer  therapy  lymph node  lymph  adjuvant  Surgery  patient  oncology life-sciences basic-science

object-oriented programming  event (computing)  c programming  video game development  game programming  Computer Programming  class hierarchy  c sharp (programming language)  game design  menu button computer-science software-development

criticism  centrality  phenomenon  history  denial  antisemitism  Russian  Art History  holocaust  art arts-and-humanities history

opinion  grammar  habit  language  chinese language  augmented assignment  listening  hanyu shuiping kaoshi  acceptance  shopping language-learning other-languages

Business Development  interest  Booking  Average  cost  news  process  utility  modeling  strategic management business business-strategy

recurrent neural network  Long Short-Term Memory  modeling  speech recognition  speech  language  memory  term (time)  Artificial Neural Networks  Natural Language Processing data-science machine-learning

Data Analysis  Machine Learning  Human Learning  analysis  Natural Language Processing  General Statistics  language  natural language  R Programming  Computer Programming data-science data-analysis

Type I And Type Ii Errors  Validation Set  predictive modelling  generalizability theory  Python Programming  Regression  analysis  Machine Learning  evaluation  measurement data-science data-analysis

electronic circuit simulation  Electrical Engineering  modeling  market manipulation  simulation  Compensation  Accuracy And Precision  Switches  power electronics  Average physical-science-and-engineering electrical-engineering

teaching  hearing  software  harmony  music  transcriber  chord  gratitude  piano  experience arts-and-humanities music-and-art

behavior  performance  reflective learning  process  employment  mathematical optimization  development of personality  podcast  personal advertisement  unix shells personal-development personal-development

gauss markov theorem  packaging  rockbox  piano  music  guitar  licking  acoustics  history of rock  jumping arts-and-humanities music-and-art

bear  maternal health  global  health care  humanitarian  disasters  thought  disaster  analysis  resource social-sciences governance-and-society

hearing loss  Risk Factor  brain damage  heart diseases  vitamin k deficiency  disease  infection  risk factors  hearing  vitamin k life-sciences patient-care

mindfulness  self-awareness  behavior  participatory action research  social skills  teaching  social constructionism  emotional well-being  Emotional Intelligence  problem behavior social-sciences education

Deep Learning  Artificial Neural Networks  perception  Computer Vision  autonomous cars  stereopsis  object detection  Convolutional Neural Network  convolution  image plane computer-science software-development

art therapy  Culture  experience  Art History  interdisciplinary teaching  teaching  art  i-deas  media culture  visual arts arts-and-humanities music-and-art

non-communicable disease  public health  psychiatry  mental health  geriatrics  Rehabilitation Services  medicine  disease  cardiovascular disease  Cancer life-sciences public-health

i-deas  confidant  doctrine  education  Writing  law  educational practices  authorization  public domain  Patent Law social-sciences education

linguistics  analysis  israel  evaluation  Autoregressive Conditional Heteroskedasticity  art  primary source  Culture  ordered pair  history arts-and-humanities history

behavior  bullying  social work  mental health  school social worker  suicide  social skills  Mental Illness  education  Special Education life-sciences public-health

financial modeling  organizational structure  data quality  enterprise information management  asset  asset management  monetization  financial ratio  maturity (finance)  Leadership and Management business business-strategy

political science  People Management  law  voting  Influencing  Human Learning  american law  civic engagement  constitution  global social-sciences governance-and-society

Cooking  food safety  nutrition  food science  foodborne illnesses  meat  palatability  eating  meat industry  beef physical-science-and-engineering environmental-science-and-sustainability

acute rhinosinusitis  chronic rhinosinusitis  Medical Management  Surgery  anatomy  medical education  evaluation  patient  Diagnostic Evaluation  antibiotics life-sciences patient-care

Mental Illness  mental disorder  mental health  Criminal Justice  schizophrenia  medical anthropology  Social Psychology  Anthropology  psychiatry  psychology social-sciences governance-and-society

fundamental analysis  asset  balance sheet  current asset  fixed asset  Accounting  Finance  financial statement  bookkeeping  analysis business business-essentials

NoSQL  Data Structures  Android Development  Mobile Development  mobile app  deployment environment  Application Development  iOS Development  Databases  web information-technology cloud-computing

venture round  Studentized Residual  Correlation And Dependence  Computer Graphics  project  project mine  Time Series  utility  Data Visualization  Machine Learning data-science data-analysis

evolution  animal behavior  cognitive science  behavior  dog  animal  Human Learning  dog behavior  Training  cognition life-sciences animal-health

personally identifiable information  general data protection regulation  personal advertisement  history  convention on cybercrime  privacy  security  cybercrime  law  data protection social-sciences law

thought  psychology  intellectual  climate change skepticism and denial  virtue  paradox  philosophy  Cooking  climate change  skepticism arts-and-humanities philosophy

sound  phonetics  grammar  zoo  voting  linguistics  translation studies  language  english grammar  english language language-learning learning-english

gigging  chord  piano  Strategy  performance  music  guitar  sound  Legato  listening arts-and-humanities music-and-art

experience  bodymind  thriving  Average  stress  Culture  celebrate recovery  family  crisis  Creativity personal-development personal-development

Planar Graphs  graph coloring  matching  graphs  network flow  stable marriage problem  Graph Theory  eulerian path  Algorithms  Mathematics computer-science algorithms

time management  evaluation  fundraising  youth empowerment  leadership  Experiential Learning  education  compassion  youth voice  youth engagement social-sciences education

Data Model  sentiment analysis  Computer Programming  text mining  Python Programming  social media analytics  Data Analysis  Social Media  analysis  R Programming data-science data-analysis

Cloud Platforms  virtual private networks  Google Cloud Platform  Cloud Computing  load balancing  build automation  deployment environment  Cloud Infrastructure  managed services  Leadership and Management information-technology cloud-computing

Experiment  factorial experiment  Regression Analysis  computer simulation  least squares  Prediction Interval  noise  Experimental Design  linear regression  Regression data-science probability-and-statistics

market (economics)  Local Government  Economics  community development  Economic Development  economy  global value chain  value chain  competitiveness  Entrepreneurship social-sciences economics

measurement  opinion  Economics  Benefits  economy  Continuous Function  evaluation  Influencing  political science  relative change and difference social-sciences governance-and-society

neuroscience  psychologies  philosophy of mind  psychology  cognitive science  cognitive psychology  philosophy  evolutionary psychology  consciousness  cognition arts-and-humanities philosophy

prioritization  Planning  value proposition  customer service  customer value proposition  Leadership and Management  marketing mix  business plan  Innovation  Entrepreneurship business business-strategy

statistical classification  evaluation  modeling  Regression  Scikit-Learn  Machine Learning  Regression Analysis  Confusion Matrix  Logistic Regression  Python Programming data-science machine-learning

benchmarking  value chain  supply chain analytics  analytics  competitive intelligence  Market Research  competitiveness  inventory  Business Intelligence  Demand Planning business business-essentials

infrastructure security  critical infrastructure protection  cloud computing security  Mobile Security  payment card industry data security standard  Cloud Computing  security awareness  BlockChain  internet of things  security computer-science computer-security-and-networks

Communication  language  english language  ansys  corporate jargon  presentation  Business Presentations  Business Communication  interview  speech language-learning learning-english

modeling  ethereum  credit  Strategy  Benefits  payment systems  reason  capital market  FinTech  Data Analysis business finance

learning to learn  youth  learning how to learn  test preparation  sleep (system call)  pomodoro technique  anxiety  Human Learning  memory  persistence personal-development personal-development

News Writing  credibility  ethics  Writing  news  News Reporting  Journalism  network news transfer protocol  Social Media  Photojournalism arts-and-humanities music-and-art

information exchange  Data Visualization  telehealth  healthcare quality  evidence-based practice  electronic human resources  electronic health record  interoperability  informatics  electronic health records data-science data-analysis

python syntax and semantics  computer program  language  command-line interface  for loop  semantics  Python Programming  syntax  while loop  Computer Programming computer-science software-development

General Statistics  operationalization  evaluation  Statistical Analysis  quantitative research  stereotype threat  empirical research  project  stereotypes  research methods life-sciences psychology

software  adobe photoshop  typography  principle  Computer Graphics  Web Design  logo  Video Editing  adobe illustrator  Graphic Design arts-and-humanities history

patient  emergency medicine  emergency medical services  safety  vital signs  medicine  digital signature  emergency  anatomy  Communication life-sciences patient-care

Apache Hadoop  Cloud Computing  distributed computing  Computer Networking  edge computing  data extraction  grid computing  stream processing  Python Programming  choice computer-science computer-security-and-networks

multiculturalism  economy  demography  education  israel  political communication  man  elections  history  collective trauma social-sciences governance-and-society

immutable object  Python Programming  Smoothing  process  iteration  Computer Programming  Writing  arrays  substring  string (computer science) computer-science software-development

conformity  Audit  Writing  demand  contract a  must  law  shopped  acceptance  semigroup action business business-strategy

Photovoltaic Energy  energy  Energy Audits  Solar Systems  Systems Design  renewable energy  Sustainable Energy  Solar Energy  Energy Efficiency  Load Calculations physical-science-and-engineering environmental-science-and-sustainability

html  web  Javascript  euler's totient function  Data Science  Web Development  Data Visualization  .properties  infographics  Front-End Web Development computer-science mobile-and-web-development

ordered pair  structural analysis  Angular  Framing  Bridge Engineering  derivative  matrices  Mechanical Engineering  .properties  Solar Systems physical-science-and-engineering mechanical-engineering

teaching  language  Strategy  teaching method  language acquisition  principle  english language  education  Human Learning  Mergers & Acquisitions social-sciences education

jpeg  computer program  data file  analysis  Python Programming  Writing  euler's totient function  sorting  Computer Programming  functional programming computer-science software-development

corpora  english language  semantics  corpus linguistics  language  semiotics  linguistics  typology (statistics)  categorization  metaphor and metonymy language-learning other-languages

cultural psychology  globalize  Target Market  psychology  brand  multiculturalism  global  market (economics)  Culture  stock business business-essentials

openfabrics alliance  kanban  scrum (software development)  Software Engineering  agile management  Agile Software Development  Leadership and Management  leadership  team management  software computer-science design-and-product

file shortcut  internet  opencv  web desktops  Machine Learning  Python Programming  project  Cloud Computing  Computer Vision  display devices data-science machine-learning

flow network  Mechanical Engineering  robotics  electronics  Mechatronics  Electrical Engineering  Pressure Sensor  noise  Circuit Design  Actuators physical-science-and-engineering electrical-engineering

software  Planning  SPSS  Data Analysis  Visual Analytics  business analytics  SAS (Software)  analytics  analysis  data item data-science data-analysis

timer  electronics  Scaling  robotics  Robotic Systems  simulation  architecture  physics  modeling and simulation  Framing physical-science-and-engineering mechanical-engineering

randomness  Chi-Squared Distribution  Deep Learning  Machine Learning  euler's totient function  Bar Chart  General Statistics  iOS Development  ggplot2  Time Series data-science data-analysis

pragmatics  bible  ordered pair  religion  history  project  conquesting  israel  law  education arts-and-humanities history

node.js  java annotation  Swift Programming  iOS Development  interfaces  Application Design  Writing  unit testing  display devices  xcode computer-science software-development

efficacy  case study  u.s. securities and exchange commission  modeling  ecosystem model  community change  public health  economy  competence (human resources)  soil ecology life-sciences public-health

analysis  Trigonometric Integral  General Statistics  Data Analysis  process  Normal Distribution  Binomial Distribution  Studentized Residual  six sigma  Causality business business-essentials

adult  forensic biology  pathology  death  forensic anthropology  forensic science  forensics  ageing  Anthropology  mandible social-sciences law

man  education  harmony  latex  english language  academic writing  english grammar  psychology  art  listening language-learning learning-english

Poetry Writing  history  art  Storytelling  music  auctions  jazz  gauss markov theorem  photography  history of rock arts-and-humanities music-and-art

Artificial Neural Networks  project  internet  Python Programming  Keras  Machine Learning  file shortcut  Network Model  Tensorflow  Rectifier (Neural Networks) data-science machine-learning

Branding Communication  Leadership and Management  brand strength analysis  economy  modeling  Brand Management  brand  Brand Identity  Strategy  brand awareness business business-strategy

digital strategy  value chain  open innovation  Strategy  rationality  Entrepreneurship  product planning  Innovation  business plan  gross margin business entrepreneurship

political communication  history  new media  Communication  history of communication  mass communication  sociology  media studies  science communication  communication sciences social-sciences governance-and-society

Topic Model  curve fitting  Hyperparameter Optimization  Machine Learning  mathematical optimization  Data Analysis  project  General Statistics  modeling  evaluation data-science machine-learning

wind energy  computational fluid dynamics  sports  energy  discretization  augmented assignment  stationary process  flow network  sublayer  fluid mechanics physical-science-and-engineering environmental-science-and-sustainability

technology strategy  Culture  resource  organizational structure  Leadership and Management  Human Resources  organizational culture  organization design  leadership  Business Strategy business leadership-and-management

approximation error  arrays  c dynamic memory allocation  lesson plan  resource  code segment  Writing  Type I And Type Ii Errors  iteration  compiler social-sciences education

Chart  array data structure  project mine  project  Statistical Analysis  euler's totient function  Machine Learning  General Statistics  Data Science  Python Programming data-science data-analysis

Planning  Solar Systems  Angular  process  eclipse  computer simulation  recursively enumerable set  modeling  Average  energy physical-science-and-engineering physics-and-astronomy

Chemical Engineering  chemistry  Welding  .properties  Electrical Engineering  molecular dynamics  Metallurgy  glassing  materials  Mechanical Engineering physical-science-and-engineering mechanical-engineering

Disaster Response Experiene  emergency management  disasters  safety  Leadership and Management  disaster  triage  emergency  Planning  preparedness physical-science-and-engineering environmental-science-and-sustainability

E-Commerce  trademarks  Intellectual Property Law  service innovation  brand  Brand Management  law  Innovation  intellectual property  grey market business business-strategy

Computer Graphics  Writing  widget (gui)  history  entry point  music  principle  materials  medical writing  chinese language arts-and-humanities history

Conflict Management  leadership  Communication  Leadership and Management  cross-cultural communication  motivation  conflict resolution  Leadership Development  behavior  social network business leadership-and-management

Language Learning  Python Programming  Experiment  Natural Language Processing  lemmatisation  entry point  Machine Learning  use case  o-ring theory of economic development  parsing data-science machine-learning

behavior  Human Learning  Leadership and Management  Strategy  attention  Communication  attention deficit hyperactivity disorder  child  Planning  government budget balance social-sciences education

analysis  Statistical Significance  hypothesis  statistical hypothesis testing  hypothesis testing  Student's t-Test  p-value  General Statistics  Correlation And Dependence  relative change and difference data-science data-analysis

vitamins  herbalism  antioxidant  metabolism  Chinese Medicine  chinese language  blood  immune system  medicine  vitamin life-sciences patient-care

communication in small groups  group work  Leadership and Management  Decision Making  Team Building  group development  Negotiation  group decision-making  Communication  group dynamics business leadership-and-management

listening  presentation  Note Taking  lecture  speech  english language  paralanguage  public speaking  language  Writing language-learning learning-english

Manufacturing Processes  Machine Learning  process management  Leadership and Management  security  manufacturing process management  Digital Design  Human Learning  process  analysis physical-science-and-engineering mechanical-engineering

line fitting  R Programming  project  Machine Learning  Regression  Test Set  linearity  Simple Linear Regression  linear regression  salary data-science data-analysis

checkbox  pointing device gesture  text box  drag and drop  Computer Programming  c sharp (programming language)  javascript syntax  test automation  selenium  web computer-science software-development

Google Cloud Platform  Human Learning  Cloud Storage  Cloud Platforms  Applied Machine Learning  bigquery  Cloud Computing  Machine Learning  application programming interfaces  Cloud API data-science machine-learning

password management  Innovation  awareness  encryption  identity management  security  digital identity  password  credential  Leadership and Management information-technology security

Machine Learning  encodings  Artificial Neural Networks  Data Analysis  Keras  R Programming  project  iOS Development  Deep Learning  euler's totient function data-science data-analysis

public health  QGIS  health research  Mapping  Epidemiology  Geographic Information System  Map  Choropleth Map  Data Visualization  Estimation life-sciences public-health

performance  Leadership and Management  motivation  psychology  behavior  Communication  employment  Performance Management  process  dignity business business-essentials

international law  Leadership and Management  Immigration Law  law and management  fabric computing  Environmental Law  lecture  law  labour law  human trafficking social-sciences law

Journalism  multimedia  news  compiler  network news transfer protocol  sound  quotation  audience  sources  digital journalism arts-and-humanities music-and-art

english grammar  essay writing  transliteration  thought  grammar  Culture  academic writing  preference  english language  Writing language-learning learning-english

software  brand  value capture  internet  digital strategy  Strategy  value proposition  E-Commerce  modeling  customer experience business business-strategy

simulation  fluid animation  warchalking  materials  iterative reconstruction  Geometry  3d reconstruction  analysis  tomography  Scaling physical-science-and-engineering physics-and-astronomy

social work  persuasive writing  persuasion  Writing  audience  credibility  Culture  reason  r&d management  Communication personal-development personal-development

Average  fare  ripple effect  numbers (spreadsheet)  project  Accounting  wholesaling  rippling  cost  Survey Design business leadership-and-management

philosophical methodology  history  analysis  thought  methodology  philosophy of mind  reason  philosophy  logic  Critical Thinking arts-and-humanities philosophy

load balancing  load balancing (computing)  Kubernetes  software  command-line interface  hypertext transfer protocol  Cloud Computing  persistence (computer science)  Google Cloud Platform  Cloud Platforms computer-science software-development

respiratory diseases  protein  pathophysiology  biomarker  disease  Biomarkers  Cancer  cancer biomarker  apoptosis  inflammations life-sciences research

Google Cloud Platform  Cloud Computing  Plant Biology  Accounting  cost  resource  cloud computing security  Risk  tracking  sandbox (computer security) information-technology cloud-computing

Leadership and Management  project  organizing (management)  leadership  Problem Solving  label  Digital Marketing  Writing  Accounting  message business leadership-and-management

frequency capping  budget  schedule  webcams  Marketing  marketing strategy  project  online advertising  Budget Management  Strategy business marketing

film  adobe photoshop  digital image  digital cameras  display devices  digital single-lens reflex camera  photography  digital photography  Social Media  adobe creative suite arts-and-humanities music-and-art

economy  pandemic  global city  financial centre  crisis  global  curiosity  slum  emerging markets  Creativity social-sciences governance-and-society

active listening  family caregivers  family  empathy  grief counseling  advance care planning  suffering  self-awareness  experience  patient life-sciences patient-care

3d modeling  Mechanical Engineering  computer-aided design  manufacturing process management  Autodesk  Geometry  process  autocad  Mechanical Design  solidworks physical-science-and-engineering mechanical-engineering

voice analysis  speech  thought  i-deas  visual communication  credibility  technical support  presentation  public speaking  audience personal-development personal-development

Russian  gaze  interview  history  chinese language  public opinion  Culture  perception  Art History  intellectual arts-and-humanities history

intellectual property  Patent Law  intellectual  Economics  internet  .properties  market (economics)  law  Intellectual Property Law  competition law social-sciences law

write-off  strategic planning  career  vals  homework  Brand Management  Peer Review  self-reflection  Leadership and Management  brand personal-development personal-development

modulo operation  microservices  source code  ternary conditional operator  data clustering algorithms  null coalescing operator  information sensitivity  openshift  streams  control plane information-technology cloud-computing

Word Embedding  Word2vec  Tensorflow  Long Short-Term Memory  modeling  natural language  openfabrics alliance  Natural Language Processing  language  Time Series data-science machine-learning

Artificial Neural Networks  Python Programming  inference  Keras  recurrent neural network  front and back ends  Tensorflow  Mathematics  Machine Learning  Average data-science machine-learning

supply chain  Trigonometric Integral  Operations Management  inventory  Leadership and Management  six sigma  stock  lean six sigma  thought  chaining business business-strategy

language  grammar  chinese language  shopping  Pandas  materials  aunt  online shopping  hanyu shuiping kaoshi  comfort language-learning other-languages

spreadsheet  approximation error  message  Accounting  analysis  bookkeeping  Microsoft Excel  Chart  error  Data Analysis business business-essentials

Emotional Intelligence  leadership  listening  Leadership and Management  empathy  Communication  Change Management  Conflict Management  Leadership Development  emotional competence business leadership-and-management

fixed asset  supply chain  Resilience  Supply Chain Costs  Supply Chain Strategy  chaining  supply chain network  risk pool  evaluation  supply chain management business leadership-and-management

principal agent problem  payment systems  incentive  market (economics)  health insurance  health system  health care  competition law  health care reform  consumer choice life-sciences healthcare-management

Experimental Design  randomness  linear model  General Statistics  variance  Experiment  Random Effects Model  restricted randomization  factorial experiment  Estimation data-science probability-and-statistics

normal (geometry)  ordered pair  linear span  c process control  convex hull  robotics  optimal control  motion planning  convex set  shortest path problem physical-science-and-engineering mechanical-engineering

error detection and correction  internet  internet protocol suite  modeling  osi model  data transmission  telecommunications network  Computer Networking  socket  Communication computer-science computer-security-and-networks

supervised learning  statistical classification  hyperparameter  Machine Learning  Regression Analysis  Training  Regression  Matlab  observation  modeling data-science machine-learning

interest  market (economics)  Planning  career  career development  Benefits  personal advertisement  modeling  it service management  volunteer management personal-development personal-development

value at risk  Leadership and Management  portfolio optimization  mathematical optimization  modern portfolio theory  portfolio theories  investment  Finance  Risk Management  Risk business finance

Audit  audit risk  financial auditing  financial statement  Accounting  auditor independence  Finance  Risk  financial audit  internal control business business-essentials

Digital Marketing  Accounting  project networks  Machine Learning  audience  Advertising  project  Marketing  Sales  social media marketing business marketing

debt  Finance  ordered pair  financial literacy  personal finance  Peer Review  personal advertisement  market (economics)  stock market  interest business finance

java annotation  internet of things  rapid prototyping  user interface design  Computer Programming  voice user interface  signature  interaction design  Operating Systems  Product Development computer-science design-and-product

financial institution  Leadership and Management  FinTech  business continuity  management process  Risk  financial regulation  internal control  Risk Management  Change Management business business-essentials

Civil Engineering  energy  Solar Energy  Photovoltaic (PV) Systems  Solar Systems  physics  wind energy  Solar Photovoltaic Installation  Electrical Engineering  Energy Engineering physical-science-and-engineering environmental-science-and-sustainability

dataflow  analysis  publish subscribe pattern  Cloud Computing  internet of things  Cloud Storage  Cloud Platforms  Google Cloud Platform  internet  bigquery computer-science software-development

Sales  Sales Goals  Sales Meetings  market (economics)  Strategy  market segmentation  Prospecting  email  Communication  Sales Strategy business business-essentials

Android Development  Angular  web  Mobile Development  node.js  Javascript  mobile app  Web Development  ionic (mobile app framework)  iOS Development computer-science mobile-and-web-development

Studentized Residual  Econometrics  Student's t-Test  Chi-Squared Distribution  Regression Analysis  General Statistics  Correlation And Dependence  empirical evidence  Regression  Simple Linear Regression data-science probability-and-statistics

quotation  download  Java Programming  drop-down list  android studio  project mine  java (software platform)  project  ordered pair  upload computer-science mobile-and-web-development

safety engineering  safety hazard  about safety  hazard  hazards  safety  utility  Leadership and Management  safety equipment  fire safety physical-science-and-engineering electrical-engineering

marketing strategy  Advertising  Social Media  earned media  Marketing  media market  a/b testing  social media marketing  social marketing  Strategy business marketing

Boosting (Machine Learning)  Electronic Circuits  Electronic Design  simulation  electronics  analysis  modeling  Design Analysis  power electronics  Power Electronics Design physical-science-and-engineering electrical-engineering

authorization  SQL  data structure alignment  active record pattern  ruby on rails  rubygems  Databases  ruby (programming language)  authentication  sql injection computer-science software-development

Leadership and Management  Leadership Development  leadership  awareness  active listening  self-confidence  self-awareness  Communication  listening  confidence business leadership-and-management

Sales  Accounting  cost  Leadership and Management  bookkeeping  Operations Management  analysis  Management Accounting  Decision Making  Financial Accounting business business-essentials

Leadership and Management  prioritization  strategic reserve  Estimation  time management  personal advertisement  schedule  task management  organizing (management)  Planning business business-essentials

Feedforward Neural Network  Keras  front and back ends  mutual exclusion  Tensorflow  Perceptron  Machine Learning  Deep Learning  Artificial Neural Networks  Multilayer Perceptron data-science machine-learning

fixed asset  Accounting Analysis  Finance  journaling file system  international financial reporting standards  Accounting  income statement  financial statement  adjusting entries  accounts receivable business business-essentials

guitar  acoustics  Video Editing  s-box  music  piano  euler's totient function  Writing  human voice  Poetry Writing arts-and-humanities music-and-art

medical devices  Healthcare Management  medical device  price discrimination  insurance  Leadership and Management  medical technology  health insurance  market (economics)  Marketing business finance

behavior  Business  E-Commerce  lean startup  event management  lean manufacturing  business plan  Business Process Management  Business Strategy  Entrepreneurship business entrepreneurship

investment  annual report  project plan  resource allocation  project  project planning  technology management  business technology management  Leadership and Management  communication planning business business-strategy

analysis  speech  business case  english language  Human Learning  language  Writing  Business Communication  grammar  Communication language-learning learning-english

evaluation  Supplier Evaluation  Leadership and Management  Strategic Sourcing  supply chain  Procurement  chaining  Sourcing Best Practices  sources  Supply Chain Sourcing business business-strategy

Leadership and Management  image resolution  employment  resource  Recruiting  Human Resources  Recruitment  resource management  onboarding  Employee Selection business business-essentials

connectionism  prince2  Word2vec  bioperl  Algorithms  Machine Learning  pdca  multiliteracy  opms  scratch (programming language) computer-science software-development

cognitive load  scalability  internet  Cloud Computing  metadata  Computer Programming  Cloud Storage  Training  fault tolerance  teaching social-sciences education

public health  Communication  Behavioral Economics  one health  social cognitive theory  psychologies  physical activity  health belief model  psychology  health psychology life-sciences public-health

Leadership and Management  bigquery  Cloud Infrastructure  identity management  Cloud Platforms  Cloud Computing  network monitoring  Google Cloud Platform  Cloud Storage  resource information-technology cloud-computing

Disease Control  ascariasis  schistosomiasis  parasites  parasitology  infection  echinococcosis  toxoplasmosis  filariasis  disease life-sciences basic-science

Art History  foreign policy  india  analysis  the family of man  global  history  general knowledge  military  international relations arts-and-humanities history

Energy Systems  renewable energy  Electrical Design  arrays  Circuit Design  energy  Electrical Engineering  Systems Design  Solar Energy  specification (technical standard) physical-science-and-engineering electrical-engineering

observational error  Selection Bias  Epidemiology  Clinical Study Design  Confounding  Causality  Causal Inference  interaction (statistics)  risk factors  bias life-sciences public-health

modeling  satellite  Geographic Information System  Model Building  ArcGIS  statistical classification  Cartography  Imagery Analysis  analysis  remote sensing physical-science-and-engineering environmental-science-and-sustainability

Regression Analysis  Causal Inference  General Linear Model  Regression  measurement  impact evaluation  Causality  Difference In Differences  inference  Instrumental Variable social-sciences governance-and-society

global  Strategy  competitiveness  pricing strategies  supply chain  pricing  market (economics)  shareholder value  service innovation  Innovation business business-strategy

chaparral  biodiversity  evolution  agriculture  ecosystems  ecology  marine biology  forest  ecosystem  desert life-sciences basic-science

case study  Social Psychology  Decision Making  psychology  reason  rationality  heuristic  interpretation  fear  ethics life-sciences psychology

web  Computer Architecture  Computer Science  c programming  lambda calculus  client server model  debugging  Calculus  internet  Computer Programming computer-science computer-security-and-networks

continuing medical education  dentistry  hpv vaccine  oral cancer  Cancer  head and neck cancer  medical education  vaccines  infection  Risk Factor life-sciences basic-science

Benefits  flow network  Planning  process  lent  pitfall!  robotics  ordered pair  software  business case information-technology data-management

stress  positive psychology  Benefits  emotions  compassion  coaching  leadership  motivation  mindfulness  psychologies business leadership-and-management

influencer marketing  Social Media  Influencing  marketing strategy  social media marketing  content marketing  Advertising  Strategy  Marketing  social media influencers business marketing

market (economics)  Digital Marketing  Planning  media market  Social Media  digital media  Marketing  digital strategy  Strategy  marketing strategy business marketing

international finance  market (economics)  marketing myopia  global marketing  Marketing  Strategy  brand  global  Leadership and Management  marketing strategy business marketing

compiler  parallel computing  graphics processing units  Computer Programming  opencl  application programming interfaces  autosar  .properties  cuda  unified parallel c computer-science software-development

Experiment  Google App Engine  natural language  Cloud Computing  Google Cloud Platform  Natural Language Processing  Cloud Platforms  dialog system  language  basic access authentication computer-science software-development

project  hand  ordered pair  web  command-line interface  experience  Deep Learning  Web Design  project mine  web application information-technology cloud-computing

investment decisions  capital budgeting  project  payback period  decision tree  real options valuation  decision rule  real options  investment  relative change and difference business finance

interview  focus group  observational study  observation  research methods  punctuation  qualitative research  quantitative research  facilitation  project life-sciences health-informatics

educational psychology  Natural Language Processing  evaluation  fundraising  educational assessment  assessment for learning  Child Psychology  education  intelligence tests  augmented assignment social-sciences education

pricing  financial engineering  modeling  Risk  financial risk  derivative (finance)  derivative  Microsoft Excel  financial modeling  Finance business finance

grammar  editing  Planning  language  film  Writing  lesson plan  english language  teaching  communications technology language-learning learning-english

pricing strategies  supply chain  pricing  Market Research  reputation  food quality  chaining  value chain  sustainability  market (economics) social-sciences economics

classification algorithms  Regression  decision tree  statistical classification  euler's totient function  Machine Learning  Algorithms  mathematical optimization  supervision  Machine Learning Algorithms data-science machine-learning

checklist  file shortcut  calibration  3D Printing  interactivity  interfaces  virtual artifact  software  Digital Design  system u business entrepreneurship

Communication  international communication  Business Communication  Culture  cross-cultural communication  ethics  english language  language  global  translation language-learning learning-english

Network Infrastructure  distributed computing  tcp congestion control  Computer Networking  routing  Cloud Computing  Cloud Infrastructure  Python Programming  network congestion  data centers computer-science computer-security-and-networks

Logistic Regression  web  Python Programming  Machine Learning  Scikit-Learn  interactivity  Computer Programming  web application  Pandas  Web Development data-science machine-learning

crime  Geographic Information System  Geovisualization  project  ArcGIS  SQL  Heat Map  Python Programming  Map  Data Analysis data-science data-analysis

english language  Average  rowe  FinTech  Business Psychology  open-book management  law  language  Business Analysis  wharton fintech language-learning learning-english

interactivity  .properties  modeling  html  path (variable)  responsiveness  project networks  running  Python Programming  project computer-science mobile-and-web-development

interpersonal communication  Building Relationships  international relations  intercultural communication  cross-cultural communication  leadership  Social Networking  intrapersonal communication  Communication  workplace communication personal-development personal-development

loss aversion  Finance  value premium  trading  stock  stock market  behavioral finance  investment  efficient-market hypothesis  prospect theory business finance

interactivity  natural language  preview  Accounting  Cloud Computing  english language  career  language  IBM Cloud  project information-technology cloud-computing

memory address  c++  universal windows platform apps  smart pointer  c programming  standard library  debuggers  memory management  supercomputer  memory computer-science software-development

journaling file system  child  Training  positive psychology  parent  ageing  experience  confidence  logic gate  family social-sciences education

virtual tour  music  experience  art  history  philosophy  positive youth development  Writing  education  civil society arts-and-humanities music-and-art

documents  tutor  online learning  Machine Learning  project mine  scaled agile framework  c dynamic memory allocation  parenting  Communication  parent social-sciences education

configuration management  separation of duties  key (cryptography)  Security Operations  security awareness  Software Engineering  owasp  management process  security  release management information-technology security

decision tree  Human Learning  Gradient  classification algorithms  stochastic  Algorithms  Regression  statistical classification  Machine Learning  gradient descent data-science machine-learning

c standard library  git (software)  php  differential forms  open source  video game development  github  Java Programming  software  Software Engineering information-technology support-and-operations

climate change  social influence  collective action  efficacy  target audience  Communication  perception  social norms approach  belief  behavior life-sciences public-health

Art History  crime  semantics  law  elections  Economics  Criminal Justice  prisons  constitution  prison arts-and-humanities philosophy

resource  teaching  relative change and difference  multiliteracy  digital media  Communication  media literacy  fundraising  education  u.s. securities and exchange commission social-sciences education

water law  resource  diplomatics  cooperation  law  Environmental Law  arbitration  international law  measurement  environmental impact assessment social-sciences law

Applied Machine Learning  Human Learning  Feature Selection  Cloud Platforms  bigquery  SQL  microservices  Google Cloud Platform  Machine Learning  Cloud Computing information-technology data-management

floating point  Google Cloud Platform  linear model  Machine Learning  Tensorflow  Human Learning  statistical classification  Artificial Neural Networks  Deep Learning  Convolutional Neural Network data-science machine-learning

Map  web  choice  language  internet  flow network  interactivity  Software Engineering  scripting language  dynamic web page computer-science software-development

Apache  Information Visualization  Big Data  Apache Spark  scala programming  unified parallel c  data extraction  Computer Programming  parallel computing  functional programming data-science data-analysis

business architecture  Leadership and Management  archimate  the open group architecture framework  enterprise architect  business process  enterprise architecture  Software Architecture  business logic  architecture business business-essentials

travelling salesman problem  approximation algorithm  Permutations  dynamic programming  Discrete Mathematics  Algorithms  mathematical optimization  branch and bound  Sales  exact algorithm computer-science algorithms

parent  .properties  Writing  language  computer languages  project  particle system  table of keyboard shortcuts  Average  Software Engineering computer-science software-development

opencv  image processing  Computer Vision  Machine Learning  tesseract (software)  k-means clustering  Computer Programming  object detection  Python Programming  upload data-science machine-learning

buffer overflow  software design  instruction set  sql injection  bitcoin  software project management  public-key cryptography  proof-of-work system  code injection  key (cryptography) computer-science software-development

technical analysis  financial markets  Risk  rstudio  Data Science  project  R Programming  analytics  Loss Function  Data Analysis data-science data-analysis

Mapping  topology  Power Series  analysis  numbers (spreadsheet)  Mathematics  Integral  euler's totient function  Geometry  complex analysis math-and-logic math-and-logic

command-line interface  github  linux console  bash (unix shell)  makefile  unix  Cloud Computing  Shell Commands  unix shells  shell script data-science machine-learning

system c  global  health  Office Administration  Healthcare Management  organizational behavior  experience  health system  disease  analysis life-sciences public-health

inflation  government budget balance  unemployment  trading  monetary policy  fiscal policy  demand modeling  recession  Leadership and Management  Taxes business business-strategy

exif  photography  principle  editing  film  digital single-lens reflex camera  ordered pair  image file formats  viewer  digital photography arts-and-humanities music-and-art

predictive modelling  models of computation  Natural Language Processing  recurrent neural network  Network Model  Time Series  representational state transfer  Deep Learning  object detection  application programming interfaces data-science data-analysis

project  Planning  Sales Strategy  cause marketing  Marketing  sales management  Sales  Leadership and Management  strategic management  Intelligence Analysis business business-strategy

Human Computer Interaction  interview  interaction design  User Research  evaluation  heuristic evaluation  User Experience  paper prototyping  heuristic  rapid prototyping computer-science design-and-product

kiss principle  Innovation  career  experience  counseling  personal advertisement  i-deas  Entrepreneurship  Creativity  personality business entrepreneurship

utility  logotherapy  Algebra  Human Resources  coaching  facilitation  listening  psychology  augmented assignment  asset business leadership-and-management

physics experiments  chemistry experiments  employment  chemistry  Experiment  student engagement  teaching  hand  opinion  assessment for learning physical-science-and-engineering chemistry

Mathematics  Problem Solving  pygame  Algorithms  principle  Combinatorics  Computer Science  Python Programming  euler's totient function  Computer Programming computer-science software-development

methodology  penetration test  metasploit project  combinatorial map  security  owasp  breach (security exploit)  information security  data breaches  security management information-technology security

project  parenting  Receiving  Professional Development  email  discern  parent  project mine  teaching  360-degree feedback social-sciences education

piano  guitar  sound  acoustics  com file  Cabling  music  software  Digital Audio Workstation  Oscilloscope arts-and-humanities music-and-art

intellectual  psychology  open-mindedness  thought  experience  child  cognition  social norms approach  heuristic  Social Psychology arts-and-humanities philosophy

Planning  time limit  proposition  franchising  Entrepreneurship  principle  business plan  value proposition  enabling  ordered pair business entrepreneurship

problem statement  quantitative research  observation  research methods  Qualitative Analysis  qualitative research  focus group  Research Design  research ethics  Recruitment life-sciences health-informatics

Computer Vision  digital image processing  object detection  modeling  Workstations  Machine Learning  command-line interface  Natural Language Processing  system u  Python Programming data-science machine-learning

domain name system  latex  google services  .properties  organizational structure  Accounting  resource  nsa suite a cryptography  digital signature  provisioning computer-science computer-security-and-networks

public health  epidemic  Epidemiology  disease surveillance  disease  biology  evolution  infectious diseases  vaccination  Epidemics life-sciences basic-science

osi model  enterprise private network  enterprise software  Leadership and Management  security management  security  subnetwork  information security  enterprise system  server administrator information-technology security

greedy algorithm  integer overflow  matrix chain multiplication  Algorithms  computer program  Computer Programming  edit distance  competitiveness  dynamic programming  segment tree computer-science algorithms

usability testing  user interface design  usability goals  usability  cognitive walkthrough  usability lab  user interface  evaluation  User Experience  heuristic evaluation computer-science design-and-product

project networks  online learning  project  sorting  workload  web  DevOps  recursively enumerable set  scrolling  Online Machine Learning computer-science design-and-product

biology  gene  DNA  dnas  transcription factor  protein structure  protein  transcription factors  genomics  genome life-sciences research

blame  Student's t-Distribution  prezi  education  belongingness  belief  praise  family  partnership  Human Learning social-sciences education

graphs  Computer Graphics  monotone polygon  Geometry  search tree  convex hull  Algorithms  sweep line algorithm  range tree  nielsen ratings computer-science algorithms

hydraulics  Planning  architecture  Urban Planning  Transportation Engineering  Leadership and Management  sanitation  Wastewater Engineering  Sustainable Architecture  sustainability physical-science-and-engineering environmental-science-and-sustainability

Product Marketing  stock  Leadership and Management  project  leadership  Sales  Marketing Management  product lining  Marketing  Average business marketing

pricing strategies  Leadership and Management  hotel  Forecasting  revenue management  analysis  pricing  Strategy  Hotel Management  revenue business business-strategy

usability  target audience  brand  brand marketing  Marketing  Marketing Management  search engine optimization  web  Social Media  website builder business marketing

noise  patient  clinical pharmacy  pain management  prevention  social work  vital signs  reason  Planning  drugs life-sciences public-health

cost benefit analysis  Mapping  project  Product Development  Product Management  Planning  Strategy  Map  business plan  customer experience business business-strategy

Writing  entry point  confirmation bias  arm  belief  daughter  stylometry  doubt  analysis  art arts-and-humanities history

Banking  threadsafe  ordered pair  failure  project  graphics processing units  recursively enumerable set  race condition  java (software platform)  thread pool computer-science software-development

ordered pair  javascript framework  Javascript  React (web framework)  CSS  web  rendering (computer graphics)  project  relative change and difference  sprite (computer graphics) computer-science software-development

Network Infrastructure  data centers  use case  Google Cloud Platform  Databases  Cloud Computing  virtual machine  software  scalability  recursively enumerable set information-technology cloud-computing

organizing (management)  voting  write-off  personal finance  expense  Peer Review  Communication  Entrepreneurship  insurance companies  Finance business finance

Electrical Engineering  robotics  electronics  smart device  arduino  signal processing  internet  phone-in  internet of things  history physical-science-and-engineering electrical-engineering

Workstations  approximation  process  project mine  Data Analysis  project  precedence diagram method  Average  numbers (spreadsheet)  backcasting data-science data-analysis

Regression  linear model  Machine Learning  multiclass classification  Artificial Neural Networks  Boosting (Machine Learning)  statistical classification  evaluation  Hyperparameter Optimization  Convolutional Neural Network data-science machine-learning

object composition  color space  object-z  c sharp (programming language)  object value  restful objects  distance transform  c++  histogram of oriented gradients  color balance computer-science software-development

nonverbal communication  health care  self-awareness  advance care planning  experience  appetite  intrapersonal communication  project  symptoms  pain management life-sciences patient-care

Natural Language Processing  recommender systems  Word2vec  Similarity Measure  matrices  modeling  Machine Learning  interactivity  Word Embedding  Plotly data-science machine-learning

pricing  Electrical Engineering  generation  Operations Management  Energy Markets  market (economics)  renewable energy  electricity pricing  energy  Marketing physical-science-and-engineering environmental-science-and-sustainability

analytics  Business Strategy  strategy implementation  strategic management  strategic planning  technology strategy  Strategy  Strategic Analysis  Planning  analysis business business-strategy

Mapping  business case  project  personal advertisement  leadership  Leadership and Management  Change Management  Writing  Average  Planning business business-strategy

internet  Planning  ordered pair  ip camera  exit (system call)  Billing  Workstations  internet of things  materials  project physical-science-and-engineering electrical-engineering

Web Development  Web Design  Databases  meteor  mongodb  web application  wordpress  Collaboration  responsive web design  html computer-science mobile-and-web-development

ordered pair  Entrepreneurship  public administration  business administration  Leadership and Management  measurement  Influencing  Strategy  strategic management  Business Strategy business entrepreneurship

personality  personality development  personality tests  supervision  Emotional Intelligence  development of personality  leadership  personality test  coaching  Leadership and Management personal-development personal-development

classical mechanics  financial modeling  competition (economics)  modeling  Reinforcement Learning  Finance  market (economics)  valuation of options  options strategies  mathematical finance computer-science algorithms

business process  Process Mapping  six sigma  process management  Project Management  Process Improvement  analysis  Kaizen  process  Map business business-strategy

job analysis  sales management  Leadership and Management  Training Programs  Customer Relationship Management  Recruiting  Sales  Salesforce  Recruitment  Training business leadership-and-management

ascendency  join (sql)  Mathematics  SQL  aggregate function  data aggregation  information retrieval  euler's totient function  relative change and difference  Databases data-science data-analysis

biodiversity  Environmental Protection  climate change  ecosystem  case study  sustainability  ecosystems  remote sensing  ecosystem services  the economics of ecosystems and biodiversity physical-science-and-engineering environmental-science-and-sustainability

Tensorflow  Algorithms  statistical classification  Deep Learning  Machine Learning  Keras  Estimator  Artificial Neural Networks  euler's totient function  Natural Language Processing data-science machine-learning

Game Theory  externality  resource allocation  competitiveness  Economics  market (economics)  Market Structures  Economic Analysis  analysis  perfect competition business finance

health data  vital signs  Databases  data type  informatics  data quality  Data Management  analytics  Big Data  medication life-sciences health-informatics

law  employment  Human Resources  resource management  Leadership and Management  leadership  resource  HR Strategy  human resource management system  Strategy business leadership-and-management

Data Analysis  Python Programming  Matplotlib  Numpy  python libraries  analysis  Computer Programming  project  Data Visualization  Scatter Plot data-science data-analysis

stress  calmness  compassion  mindfulness  gratitude  kindness  philosophy  Human Learning  meditation  awareness personal-development personal-development

Innovation  Marketing  Target Market  promotion (marketing)  marketing mix  social marketing  interview  Strategy  consumer behaviour  global marketing business marketing

Business Law  Criminal Justice  disease surveillance  medical law  Legal Support  justice  law  contact tracing  labour law  authority social-sciences law

Civil Engineering  hydraulics  specification (technical standard)  Roofing  chemistry  relative change and difference  Transportation Engineering  Road Construction  Fracture Mechanics  .properties physical-science-and-engineering chemistry

DNA  human subject research  bioethics  synthetic biology  risk benefit ratio  biotechnology  recombinant dna  biosafety  biofuel  biology life-sciences public-health

leadership  customer satisfaction  customer service  modeling  business model canvas  Microsoft Excel  technology strategy  Systems Design  Digital Marketing  Problem Solving business business-essentials

Deep Learning  Regression  Human Learning  Backpropagation  supply chain  Python Programming  Computer Programming  Artificial Neural Networks  Logistic Regression  Numpy data-science machine-learning

asset management  investment  stock  FinTech  sustainability  Leadership and Management  rate of return  valuation (finance)  Finance  Investment Management business finance

distributed computing  file system  wireless sensor network  sensor network  deadlock  elections  Cloud Computing  clustered file system  mutual exclusion  distributed file systems computer-science algorithms

bios  molecular biology  systems biology  biology  analysis  proteomics  computational biology  biochemistry  .properties  Bioinformatics life-sciences basic-science

Human Learning  disease  behavior  animal behavior  anatomy  Leadership and Management  Disease Management  animal  nutrition  horse care life-sciences animal-health

organizational structure  Strategic Partnerships  Strategy  hypercompetition  lecture  financial services companies  financial services  Innovation  FinTech  Banking business business-strategy

senescence  stemming  Human Learning  Cancer  biology  cachexia  tumor  molecular biology  Causality  Cancer Biology life-sciences basic-science

safety  performance  patient safety  measurement  health system  Data Analysis  measure b  evaluation  categorization  performance measurement life-sciences healthcare-management

Machine Learning  convolution  PyTorch  Artificial Neural Networks  recurrent neural network  unsupervised learning  Human Learning  Deep Learning  Tensorflow  Autoencoder data-science machine-learning

list comprehension  python syntax and semantics  ipython  Problem Solving  Computer Programming  semantics  syntax  Data Structures  Python Programming  data type information-technology support-and-operations

mqtt  microcontroller  hardware interface design  internet of things  Microsoft Azure  telecommunications network  internet  Cloud Platforms  internet protocol  Cloud Computing information-technology networking

value proposition  corporate governance  investment banking  wiping  financial markets  market (economics)  Finance  Mergers & Acquisitions  strategic management  competition law business finance

pain management  lifestyle medicine  Chronic Pain Management  chronic pain  physical therapy  pain  Leadership and Management  arthritis  patient  chiropractic life-sciences patient-care

Entrepreneurship  market segmentation  Business Modeling  minimum viable product  modeling  business model canvas  Customer Analysis  value proposition  product/market fit  corporate bond business entrepreneurship

scenario planning  design thinking  futures studies  philosophy  Cooking  stock  Forecasting  thought  Virtual Reality  Innovation business business-essentials

global positioning system  opencv  medical imaging  image processing  project  Python Programming  photography  Video Editing  digital image processing  Computer Programming computer-science software-development

rank (linear algebra)  matrices  least squares  Linear Algebra  linear regression  Square (Algebra)  General Statistics  linear model  linearity  Regression data-science probability-and-statistics

Writing  project mine  Planning  project  provisioning  Continuous Function  must  command-line interface  resource  entry point information-technology cloud-computing

market segmentation  Strategy  market (economics)  Market Dynamics  revenue management  price elasticity of demand  cost  conjoint analysis  pricing strategies  pricing business marketing

pricing  iteratively reweighted least squares  valuation of options  Finance  stochastic approximation  markov decision process  bellman equation  augmented assignment  Reinforcement Learning  reinforcement data-science machine-learning

phone-in  Data Structures  Problem Solving  pitfall!  interview  internet slang  Software Engineering  algorithmics  thought  experience computer-science software-development

html  angularjs  django (web framework)  Python Programming  php  Web Development  flask  Javascript  web  json computer-science mobile-and-web-development

Geology  supply chain  energy  economy  metabolism  Energy Systems  Economic Development  sustainability  circular economy  resource physical-science-and-engineering environmental-science-and-sustainability

Information Visualization  stack (abstract data type)  Time Series  Map  Line Chart  Chart  Data Visualization  kibana  d3.js  analysis data-science data-analysis

technical support  reason  process  capital structure  Finance  lean startup  materials  business process  Business Development  modeling business business-strategy

supply chain management  inventory control  supply chain  industrial engineering  inventory turnover  Market Research  supply chain analytics  Inventory Management  inventory  analytics business business-essentials

analysis  measurement  graphs  Chart  Bar Chart  ordered pair  Python Programming  Plotly  Data Visualization  project data-science data-analysis

bash (unix shell)  php  gitlab  distributed development  open source  unix  data comparison  version control  github  diff utility computer-science software-development

Contract Negotiation  law  buyout  sports law  publicity  insurance policy  career  Recruiting  sports  monetization social-sciences law

education  parent  Professional Development  faith  experience  emotional well-being  mindfulness  teaching  parenting  Emotional Intelligence social-sciences education

construals  behavior  independence of irrelevant alternatives  macromarketing  election campaigning  voting  participatory politics  power politics  L&D Strategy  resource social-sciences governance-and-society

english language  Writing  email writing  language  presentation  Communication  email  public speaking  speech  Business Communication language-learning learning-english

architecture  Software Architecture  application programming interfaces  software  web service  representational state transfer  web  microservices  soap (protocol)  service-oriented architecture computer-science software-development

bigquery  Cloud Platforms  load balancing  Network Infrastructure  Databases  Cloud Computing  Cloud Storage  Google Cloud Platform  data centers  Big Data computer-science computer-security-and-networks

storyboarding  euler's totient function  game programming  java desktop system  while loop  exercise  animation software  computer animation  Computer Programming  arrays computer-science software-development

tragedy of the commons  Population  canning  Influencing  determinants of health  Continuous Function  Clinical Epidemiology  Determinants  public health  strategic planning life-sciences healthcare-management

nutrition  food policy  farm  nutrition education  food desert  food security  agriculture  public health  sustainability  animal product life-sciences public-health

Central Tendency  Standard Deviation  probability density function  Categorical Variable  Time Series  analysis  General Statistics  Studentized Residual  Point Estimation  Null Hypothesis business finance

code coverage  version control systems  software project management  design pattern  software quality  Software Architecture  static analysis  software  Continuous Integration  Software Engineering computer-science software-development

hopefully  look and feel  playtest  c sharp (programming language)  sed  video game development  game design  Android Development  unreal engine  ordered pair computer-science software-development

use case  software requirements  requirements elicitation  requirements management  analysis  user story  Leadership and Management  software  requirements analysis  Software Engineering computer-science design-and-product

project mine  uniform resource locator  superuser  Operations Management  Bayesian  anonymous pipe  download  internet  project  Operating Systems computer-science computer-security-and-networks

Computer Programming  Python Programming  Databases  ipython  SQL  Leadership and Management  ibm db2  Database Connection  Cloud Computing  relational database data-science data-analysis

Risk  investment  interest  stock  bond market  Finance  financial markets  Leadership and Management  market (economics)  equity (finance) business finance

saving  r&d management  numbers (spreadsheet)  learning how to learn  documents  project  Writing  page layout  Project Management  Note Taking business business-essentials

intuition  child  coaching  psychology  emotions  intellectual  cognitive science  virtue  philosophy  psychological theories arts-and-humanities philosophy

Engineering Leadership  Communication  presentation  public speaking  leadership  Strategy  strategic communication  audience  elevator pitch  oral communication business leadership-and-management

lean startup  MailChimp  Marketing  Business Law  stock market  growth hacking  key market  software  Product Development  law business entrepreneurship

pitch book  language  Business Communication  presentation  Business Presentations  Communication  english language  Business Writing  Writing  marketing strategy language-learning learning-english

internet security  SQL  security  Security Software  web  buffer overflow  software  penetration test  analysis  sql injection computer-science computer-security-and-networks

Energy Engineering  Solar Energy  Photovoltaic Energy  Manual Welding  energy  renewable energy  Load Calculations  Electrical Engineering  Mechanical Engineering  Wind Power physical-science-and-engineering electrical-engineering

Regression  Regression Analysis  analysis  innovation management  Leadership and Management  Correlation And Dependence  probability  correlation does not imply causation  Innovation  evaluation business business-strategy

Planning  pricing  internality  performance measurement  bookkeeping  Accounting  Financial Analysis  measurement  strategic management  transfer pricing business business-essentials

analysis  Pandas  Data Analysis  Computer Programming  statistical hypothesis testing  Numpy  Data Manipulation  General Statistics  hypothesis  Python Programming data-science data-analysis

prior probability  analytics  Combinatorics  Analytic Combinatorics  recursion  euler's totient function  the symbolic  complex analysis  symbolic method  approximation math-and-logic math-and-logic

Resume Screening  personal advertisement  doxing  psychology  email writing  project  saving  r&d management  documents  Writing business business-essentials

u.s. securities and exchange commission  Experiment  chord  doubt  persistence  assertiveness  flipping  analysis  Art History  piano arts-and-humanities history

Critical Thinking  moral psychology  philosophy  verse protocol  psychologies  moral universe  reason  psychology  ethics  thought life-sciences psychology

Cloud Computing  operating system security  security  cyber-security regulation  virtual machine  file system  System Security  process  Operating Systems  cloud computing security information-technology security

project  modeling  Data Visualization  linearity  Scikit-Learn  measurement  interaction (statistics)  Regression Analysis  Regression  linear regression data-science machine-learning

project  leadership  kanban  compiler  Leadership and Management  Software Engineering  scrum (software development)  software  interactivity  Game Theory computer-science design-and-product

Line Chart  euler's totient function  lookup table  Spreadsheet Software  running  Chart  spreadsheet  Data Analysis  Exploratory Data Analysis  Trend Analysis data-science data-analysis

child  Special Education  education  School Psychology  educational psychology  gifted at-risk  school counseling  teacher training  child care  Child Psychology social-sciences education

stock market  trading  Finance  investment  portfolio (finance)  asset allocation  stock  efficient frontier  Investment Management  behavioral finance business finance

color space  visual effects  cube mapping  Interior Design  performance  computer animation  video game development  Product Development  v-ray  desire computer-science software-development

Microarchitecture  list of arm microarchitectures  microprocessor  Data Structures  interrupt vector table  Computer Architecture  architecture  embedded c  central processing unit  microcontroller physical-science-and-engineering electrical-engineering

exit (system call)  Java Programming  display devices  text box  Android Development  user interface  android studio  Computer Programming  Javascript  java (software platform) computer-science mobile-and-web-development

Cross-Sectional Data  Clinical Study Design  cross-sectional study  ecological study  Epidemiology  case series  nested case-control study  Case-Control Study  Randomized Controlled Trial  Cohort Studies life-sciences public-health

project  Software Engineering  Product Management  Leadership and Management  software  Agile Software Development  agile management  software product management  Planning  agile manifesto computer-science design-and-product

?-recursive function  experience  Computer Programming  Web Development  Javascript  Java Programming  prior probability  recursion  calibration  multiple recursion computer-science mobile-and-web-development

physics  parent  resource  differentiated instruction  project  logic gate  teaching  forgetting  social work  Planning social-sciences education

methane  modeling  climate change  energy  chemistry  Greenhouse Gas  carbon  carbon cycle  global  f.lux physical-science-and-engineering environmental-science-and-sustainability

probability  sampling statistics  predictive modelling  sampling techniques  statistical classification  oversampling  project  Machine Learning  evaluation  modeling data-science machine-learning

unos (operating system)  sponsorships  media & citizenship  Social Media  new media  sponsor (commercial)  cmos  brand  scheduling (production processes)  sports business marketing

pomodoro technique  stress  procrastination  stress management  Leadership and Management  learning to learn  test preparation  Human Learning  memory  learning how to learn personal-development personal-development

creative writing  Proofreading  Writing  thought  checklists  editing  rewriting  audience  Human Learning  Video Editing language-learning learning-english

p versus np problem  spent nuclear fuel  physics  turbine (us government project)  theory of relativity  euler's totient function  materials  safety  nuclear fuel  energy physical-science-and-engineering physics-and-astronomy

fundraising  Strategy  art  Leadership and Management  thriving  Planning  strategic planning  marketing strategy  event management  Marketing arts-and-humanities music-and-art

Prevalence  Epidemiology  public health  Clinical Study Design  health research  disease  Risk  measurement  General Statistics  Causality life-sciences public-health

Collaboration  address bar  human subject research  patient  project  infection  safety  Change Management  patient safety  Risk Management life-sciences healthcare-management

salary  Recruitment  Benefits  project  schedule  career  matching  unix shells  Accounting  saving business business-strategy

Writing  Data Management  Experimental Design  version control  Leadership and Management  analysis  Data Analysis  Experiment  General Statistics  hypothesis data-science data-analysis

Business Intelligence  Business Analysis  analysis  portfolio (finance)  business analytics  SQL  Missing Data  Data Analysis  predictive analytics  analytics data-science data-analysis

project  english language  korean language  interest  lecture  self-reflection  voting  Communication  taxicab geometry  phonetics language-learning learning-english

civil society  Consumer Electronics  perception  Business Strategy  Planning  strategic management  Strategy  line management  u.s. securities and exchange commission  sustainability business business-strategy

geos (16-bit operating system)  sensitivity analysis  google analytics  Map  SPSS  Geo URI Scheme  Data Analysis  Forecasting  business analytics  restructuring data-science data-analysis

organizational culture  leadership  organization design  organizational structure  management development  rational choice theory  Leadership and Management  Culture  Change Management  Decision Making business leadership-and-management

communications protocol  message authentication  Software-Defined Networking  wireless  security  market (economics)  Hard Drives  internet of things  Cloud Computing  internet computer-science design-and-product

qubit  Python Programming  matrices  project  Algorithms  Software Engineering  quantum computing  quantum programming  tailored access operations  Quantum Machine Learning computer-science software-development

sap erp  qr code  information security  Information Technology  security  thin clients  Cloud Computing  internet of things  BlockChain  process information-technology security

Software As A Service  Cloud Storage  Cloud Applications  Kubernetes  infrastructure as a service  Cloud Computing  platform as a service  distributed computing  Cloud Infrastructure  software computer-science computer-security-and-networks

odds  analysis  supply chain  odds ratio  Regression Analysis  R Programming  General Statistics  Regression  public health  Logistic Regression life-sciences public-health

green belt  Trigonometric Integral  project  lean six sigma  Process Improvement  Project Management  process  six sigma  Six Sigma Green Belt  Leadership and Management business leadership-and-management

attention  symptoms  autism spectrum  Leadership and Management  autism spectrum disorder  attention deficit hyperactivity disorder  concussion  government budget balance  autism  child life-sciences patient-care

situation analysis  academic writing  hanyu shuiping kaoshi  essay writing  english language  analysis  interpreting notes  Writing  secondary source  interpretive discussion language-learning learning-english

terrorism  international relations  law  Causality  history  analysis  islamophobia  violence  counter-terrorism  international law social-sciences governance-and-society

Finance  cash flow statement  balance sheet  income statement  flow network  income  Financial Accounting  Accounting  cash flow  financial statement business business-essentials

euler's totient function  Cryptography  quantum key distribution  heuristic  cipher  side-channel attack  cryptanalysis  bent function  Permutations  tailored access operations information-technology security

principle  Art History  philosophy  history  doctrine  religion  chinese language  immortality  Culture  mythology arts-and-humanities history

range searching  Algorithms  nielsen ratings  line segment intersection  sweep line algorithm  orthogonality  line segment  range tree  geometric algorithms  numbers (spreadsheet) computer-science algorithms

tracking  iOS Development  ordered pair  physics  multi-touch  social network  physics engine  ibeacon  particle system  Swift Programming computer-science software-development

crime  fingerprints  proposition  dna profiling  law  forensics  dnas  speech  forensic science  crime scene social-sciences law

jpeg  work breakdown structure  schedule  logic  Leadership and Management  generation  Average  open source  decomposition  project business business-essentials

gratitude  english language  academic writing  Writing  psychology  essay writing  english grammar  presentation  first draft of a report on the edvac  grammar language-learning learning-english

wind energy  Economics  Energy Engineering  farm  materials  turbine (us government project)  Wind Farm Design  energy  Wind Energy Engineering  Wind Power physical-science-and-engineering mechanical-engineering

Resource Planning  enterprise system  Leadership and Management  sap erp  enterprise resource planning  Change Management  erp software  Planning  resource  software information-technology support-and-operations

cryptocurrency  proof-of-stake  hash function  puzzle  hashing  encryption  BlockChain  balance (game design)  ordered pair  proof-of-work system computer-science algorithms

Entrepreneurship  market (economics)  Planning  intrapreneurship  business plan  emerging markets  business model canvas  design thinking  relative change and difference  FinTech business entrepreneurship

interest  spreadsheet  debt  Average  Rowing  Chart  process  worksheet  project  Process Improvement business business-strategy

market segmentation  persona (user experience)  go to market  product/market fit  Product Marketing  Leadership and Management  B2B Sales  Product Management  Product Strategy  customer experience business leadership-and-management

preferred reporting items for systematic reviews and meta-analyses  systematics  clinical research  bias  General Statistics  Risk  research methods  analysis  Meta-Analysis  Strategy life-sciences research

health law  Criminal Justice  fire safety  public health  administrative support  fundraising  opinion  public opinion  law  medicine social-sciences governance-and-society

Mechanical Engineering  energy  Angular  torque  physics  Critical Thinking  market manipulation  analysis  Experiment  astronomy physical-science-and-engineering physics-and-astronomy

django (web framework)  web  mysql  jquery  json  web application  php  html  Javascript  document object model computer-science mobile-and-web-development

Deep Learning  sentiment analysis  lexical analysis  Artificial Neural Networks  Natural Language Processing  Machine Learning  PyTorch  Validation Set  statistical inference  analysis data-science machine-learning

while loop  computer program  console applications  c programming  type variable  Computational Thinking  2.5d  Switches  iteration  c++ computer-science software-development

stress  cannabinoids  cannabinoid  pain management  medical cannabis  Neuropathic Pain  endocannabinoid system  cancer pain  Cancer  herbalism life-sciences patient-care

Negotiation  Planning  Business Writing  english language  Receiving  business case  organizing (management)  Writing  Communication  Business Communication language-learning learning-english

Communication  medical terminology  digital signature  vital signs  language  medical device  medical devices  english language  Clinical Experience  experience life-sciences patient-care

bitcoin  investment  cryptocurrency  Finance  FinTech  measure b  Innovation  ethereum  reason  Machine Learning business finance

periodic function  graphs  division by zero  euler's totient function  function of several real variables  measurement  equation solving  mathematical model  numbers (spreadsheet)  algebraic operation math-and-logic math-and-logic

.properties  head-up display  project  Writing  rational doors  Leadership and Management  coins  virtual world  display devices  particle system computer-science software-development

surround sound  css flex box layout  display devices  CSS  menu bar  web page  .properties  web  html  internality computer-science mobile-and-web-development

analysis  measurement  cluster analysis  data clustering algorithms  Data Mining  dbscan  Algorithms  Data Visualization  hierarchical clustering  Similarity Measure data-science data-analysis

verstehen  intuition  authority  gratitude  sales management  customer service  Sales Meetings  process  thought  nun business business-essentials

Customer Relationship Management  brand loyalty  service management  Brand Identity  Marketing  art  market (economics)  Communication  brand  Leadership and Management business marketing

sales presentation  Inbound Sales  career  Strategy  Inside Sales  Sales Strategy  Sales  presentation  customer service training  Training business business-essentials

organizational communication  organizing (management)  technical support  workspace  Planning  project  Business Communication  utility  Communication  message business business-strategy

quantum number  energy level  hydrogen  augmented assignment  Geology  energy  chemistry  computational chemistry  Chemical Engineering  tailored access operations physical-science-and-engineering chemistry

Simple Random Sample  exercise  respondent  Data Analysis  analysis  sampling statistics  Estimation  evaluation  Missing Data  SPSS life-sciences psychology

arbitration  coaching  psychology  life coaching  narrative therapy  active listening  neuro-linguistic programming  psychology of self  conflict resolution  coaching psychology business business-essentials

patient  case mix  Healthcare Management  reputation  confusion  opinion  fear  methodology  evaluation  physician life-sciences healthcare-management

financial statement  accrual  income  Financial Accounting  income statement  basis of accounting  Accounting  balance sheet  inventory  Finance business finance

Matlab  Machine Learning  Summary Statistics  Data Analysis  Computer Programming  General Statistics  euler's totient function  analysis  R Programming  analytics data-science data-analysis

financial system  global financial system  double-entry bookkeeping system  stewardship  payment systems  Innovation  BlockChain  financial services  global  FinTech computer-science computer-security-and-networks

sports  Training  heart rate  performance  ordered pair  Planning  adaptation  exercise  homeostasis  coaching personal-development personal-development

repurchase agreement  workload  Cloud Computing  Operations Management  sources  certificate authority  root certificate  data clustering algorithms  Leadership and Management  service discovery information-technology cloud-computing

lean startup  Leadership and Management  Product Management  Strategy  Product Strategy  minimum viable product  Planning  agile management  product planning  product/market fit business leadership-and-management

euler's totient function  c programming  abstraction  decomposition  jpeg  Computer Programming  Problem Solving  lambda calculus  console applications  process computer-science software-development

performance appraisal  Strategy  investment strategy  modeling  Finance  valuation (finance)  investment  evaluation  stock  market (economics) business finance

Leadership and Management  Risk  Computer Security Incident Management  business continuity  risk assessment  incident management  incremental backup  security information and event management  differential backup  security information-technology security

Mechanical Engineering  phase diagram  .properties  chemistry  materials management  material selection  Leadership and Management  materials  Metallurgy  Fracture Mechanics physical-science-and-engineering mechanical-engineering

measurement  water scarcity  prior-appropriation water rights  riparian water rights  Water Planning  law  Civil Engineering  Water Conservation  Studentized Residual  Causality physical-science-and-engineering environmental-science-and-sustainability

weak ai  Machine Learning  environment variable  wordpress  Computer Programming  word (computer architecture)  Python Programming  tree (data structure)  child  preview computer-science design-and-product

ip address  Wireshark  internet protocol  Network Security  internet  internet security  internet protocol suite  communications protocol  ipv4  security computer-science computer-security-and-networks

probability  R Programming  Binomial Distribution  Chi-Squared Distribution  applied probability  Probability Distribution  Exponential Distribution  hypothesis testing  Studentized Residual  statistical inference data-science probability-and-statistics

presentation  project  cmos  chief executive officer  deliverable  utility  english language  Budget Analysis  budget  c-fos language-learning learning-english

Strategy  analysis  Business Development  strategic planning  Business  Business Strategy  international business strategy  Business Analysis  strategy implementation  analytics business business-strategy

process  sources  Average  interact  humanitarian  logic  Leadership and Management  competitiveness  performance  sociology social-sciences governance-and-society

Apache Zookeeper  Computer Networking  Operations Management  node.js  Planning  cloud computing security  application programming interfaces  java management extensions  apache qpid  gratitude computer-science software-development

interfaces  Human Computer Interaction  preference  graphical user interface  input device  user interface  command-line interface  User Experience  jog dial  interaction design computer-science design-and-product

Collaboration  education  teaching  attention deficit hyperactivity disorder  Human Learning  podcast  interactivity  screencast  Online Machine Learning  online learning social-sciences education

Machine Learning  Plotly  Tensorflow  Deep Learning  front and back ends  Anomaly Detection  Long Short-Term Memory  Keras  Time Series  interactive media data-science machine-learning

euler's totient function  Pivot Table  worksheet  reference data  data quality  Rowing  Data Analysis  Microsoft Excel  editing  spreadsheet data-science data-analysis

depreciation  fixed asset  cost allocation  break-even (economics)  Management Accounting  inventory  cost  Financial Accounting  break-even  Finance business finance

law  Legal Research  humanitarian  demand  terrorism  child protection  international relations  military  war  international law social-sciences law

nonverbal communication  public speaking  audience  speech  poster  presentation  english language  Language Learning  hooking  listening language-learning learning-english

project  audience  infographics  Marketing  Accounting  ordered pair  Computer Graphics  Marketing Design  illustration  Communication business marketing

display devices  algorithm design  c programming  approximation error  Computer Programming  Computer Science  Theoretical Computer Science  .properties  Python Programming  Trigonometric Integral computer-science software-development

serialization  project  project mine  django (web framework)  application programming interfaces  ordered pair  front and back ends  modeling  representational state transfer  directory structure computer-science software-development

nastran  unmanned aerial vehicle  Traffic Simulation  Unmanned Aerial System  Industrial Automation Systems  iOS Development  Aerospace Engineering  unmanned vehicles  systems engineering  space station physical-science-and-engineering mechanical-engineering

health policy  adult  child  employment  safety  sex  master of social work  autism  social work  family social-sciences governance-and-society

hyperparameter  Artificial Neural Networks  Human Learning  Google Cloud Platform  Estimator  Cloud Computing  Cloud Platforms  Machine Learning  Keras  Tensorflow data-science machine-learning

advance care planning  patient  family caregivers  grief  quality of life  coping with  spiritual distress  shared decision-making  family  psychosocial life-sciences patient-care

graphs  Data Analysis  Machine Learning  Plotly  Data Visualization  Interactive Data Visualization  Feature Engineering  Python Programming  tableau software  analysis data-science machine-learning

approximation error  modeling  Estimation  Surveying  estimation theory  combine  Stata  SPSS  sampling design  consent data-science data-analysis

Ethernet  wireless  data transmission  automatic repeat request  peer-to-peer  access control  random access  collision detection  data link control  high-level data link control computer-science computer-security-and-networks

nested sql  SQL  web  euler's totient function  Databases  select (sql)  Writing  associative entity  relational database  sqlite information-technology data-management

personal care  patient  Home Care  Mental Illness  patients' rights  dieting  home  home directory  infant  child life-sciences patient-care

Economics  Finance  investment  evaluation  Economic Value Added  cost  Risk  project  corporate bond  financial risk business finance

disease  animal health  interfaces  public health  biodiversity  animal  ecohealth  global  emerging infectious disease  one health life-sciences public-health

waterfall model  modeling  software  scrum (software development)  methodology  process  Software Engineering  software development process  Software Testing  Agile Software Development computer-science software-development

Precision Medicine  evaluation  records management  E-Health  electronic health records  telehealth  electronic health record  medicine  ehealth  electronics life-sciences healthcare-management

ruby on rails  cipher  symmetric-key algorithm  stream cipher  Cryptography  Permutations  feistel cipher  meet-in-the-middle attack  block cipher  Algorithms computer-science computer-security-and-networks

Statistical Dispersion  General Statistics  Standard Deviation  project  R Programming  jpeg  Microsoft Excel  Basic Descriptive Statistics  measurement  euler's totient function data-science data-analysis

autodesk revit architecture  Construction Management  architecture  Project Management  modeling  Mechanical Engineering  Civil Engineering  software  Autodesk  building information modeling physical-science-and-engineering mechanical-engineering

motivation  organizational culture  leadership  team leader  thought  organizational behavior  Leadership and Management  Culture  People Management  behavior business leadership-and-management

education  circle time  Newspaper  family  hopefully  Comedy  closed community  constitution  Cancer  pride social-sciences governance-and-society

personal branding  unix shells  Human Resources  social media accounts  Social Media  elevator pitch  social media marketing  Recruitment  infographics  image resolution personal-development personal-development

internet  Leadership and Management  CNC Machine  process management  process  Machine Learning  pl/c  manufacturing process management  internet of things  Manufacturing Processes physical-science-and-engineering mechanical-engineering

Communication  Critical Thinking  Leadership and Management  international relations  global  analysis  law  humanitarian  Writing  international law social-sciences governance-and-society

insertion sort  Algorithms  combinational logic  Computer Architecture  two's complement  architecture  binary search algorithm  lambda calculus  Theoretical Computer Science  string searching algorithm computer-science algorithms

product/market fit  trading  Venture Capital  bookkeeping  Business  Leadership and Management  E-Commerce  Entrepreneurship  Finance  business plan business entrepreneurship

prejudice  belief  Communication  disinformation  confirmation bias  Social Media Platforms  social technology  Social Media  authority  online community personal-development personal-development

autocad  Keras  statistical classification  Tensorflow  Accuracy And Precision  iOS Development  Machine Learning  array data structure  project  Validation Set data-science machine-learning

physicians  physical examination  physician  methadone  medication  addiction  substance use disorder  buprenorphine  patient  drugs life-sciences healthcare-management

cannabinoids  health policy  drug policy reform  decriminalization  public health  drugs  harm reduction  essential medicines  drug policy  abstinence life-sciences public-health

authentication  Cryptography  hashing  data integrity  cipher  message authentication  block cipher  cryptographic hash function  merkle tree  hash chain computer-science computer-security-and-networks

Brand Identity  Planning  brand  Advertising  Brand Design  Brand Management  logo  Marketing  logos  Strategy business marketing

binary code  internet  Troubleshooting  PC Hardware  software  technical support  Networking Hardware  Operating Systems  Customer Support  Software Installation information-technology support-and-operations

music  re-define  h.e.a.r.  publicity  Social Media  popular music  Planning  Payments  label  Audio Recording arts-and-humanities music-and-art

microbiology  nutrition  metagenomics  probiotics  probiotic  biology  food allergy  allergy  microbiota  thought life-sciences basic-science

Management Accounting  cost benefit analysis  Finance  Profit Analysis  Financial Accounting  Accounting  Leadership and Management  contribution margin  cost allocation  cost business finance

tableau software  Data Visualization Software  Computer Graphics  visualization software  Data Analysis  Data Visualization  software  Parallel Coordinates  graphs  analysis data-science data-analysis

cryptocurrency  Banking  open banking  financial crisis of 2007 08  financial services  financial markets  security technology  FinTech  Risk Management  financial crisis business finance

Cancer  interfaces  Data Analysis  euler's totient function  project  Student's t-Distribution  sorting  mathematical optimization  user interface  preview data-science data-analysis

Collaboration  leadership  Innovation  Leadership Development  Culture  Change Management  case study  Organizational Development  Planning  project management certification business leadership-and-management

mathematical optimization  Gradient  Tensorflow  Hyperparameter Optimization  Artificial Neural Networks  euler's totient function  Softmax Function  hyperparameter  Deep Learning  Human Learning data-science machine-learning

adolescent health  health system  disease  public health  non-communicable disease  tropical diseases  Risk  infectious diseases  health economics  global life-sciences public-health

Entrepreneurship  marketing mix  Sales  Marketing  business plan  sales operations  Innovation  Planning  business model canvas  Sales Strategy business entrepreneurship

Social Psychology  personality test  psychologies  Emotional Intelligence  behavioral neuroscience  freezing  seeks  hearing  biological process  psychology life-sciences psychology

Planning  evaluation  personality  educational materials  principle  augmented assignment  SPSS  externality  Video Production  Software Testing social-sciences education

inference  Data Analysis  Communication  General Statistics  interpretation  Exploratory Data Analysis  process  Leadership and Management  Data Management  analysis business leadership-and-management

analysis  probability  statistical inference  inference  hypothesis  confidence  statistical hypothesis testing  Confidence Interval  hypothesis testing  General Statistics data-science probability-and-statistics

employment  management consulting  Influencing  Marketing Management  Culture  Performance Management  organizational structure  restaurant management  Leadership and Management  performance business entrepreneurship

Energy Analysis  Land Use  agriculture  energy  sustainability  food science  ecological study  energy accounting  funds  desalination plants physical-science-and-engineering environmental-science-and-sustainability

physics  augmented reality  iOS Development  anchoring  display devices  relative change and difference  Virtual Reality  Android Development  interfaces  robotics computer-science mobile-and-web-development

analytics  Data Analysis  physics  Exploratory Data Analysis  business analytics  Python Programming  quality control  Data Science  SQL  Business Analysis data-science data-analysis

coloured book protocols  Booking  adult  Strategy  augmented reality  experience  Marketing  purchasing  icm registry  Digital Marketing business marketing

eating disorder  schizophrenia  anxiety  anxiety disorders  risk factors  etiology  anxiety disorder  Risk Factor  mood disorder  disease life-sciences public-health

General Statistics  Numpy  Scikit-Learn  Principal Component Analysis  Machine Learning  Statsmodels  Python Programming  Dimensionality Reduction  Exploratory Data Analysis  analysis data-science machine-learning

Deep Learning  Gradient  stochastic  Convolutional Neural Network  PyTorch  Python Programming  Artificial Neural Networks  Human Learning  gradient descent  Machine Learning data-science machine-learning

analytics  knime  download  decision tree  Machine Learning  Data Manipulation  Data Mining  data clustering algorithms  Microsoft Excel  modeling data-science machine-learning

sound  Python Programming  music  user interface design  Machine Learning  language  interfaces  Computer Programming  euler's totient function  project computer-science algorithms

euler's totient function  control flow  Computer Programming  ordered pair  project  while loop  relative change and difference  return statement  nest  Python Programming computer-science software-development

broken heart  history  dominant narrative  inner city  analysis  Culture  acceptance  Anthropology  dams  Art History arts-and-humanities history

evaluation  Storytelling  copywriting  Fiction Writing  Writing  grammar  first draft of a report on the edvac  criticism  creative writing  character sets arts-and-humanities music-and-art

six sigma  process  Control Chart  General Statistics  Trigonometric Integral  lean six sigma  lean manufacturing  Six Sigma Green Belt  process control  green belt business leadership-and-management

teaching  Computer Programming  modulo operation  method (computer programming)  code segment  compiler  debugging  ordered pair  brainstorming  array data structure social-sciences education

Software Architecture  superscalar processor  Computer Architecture  multiprocessing  instruction set architectures  processor design  Microarchitecture  parallel computing  architecture  graphics processing units physical-science-and-engineering electrical-engineering

software  jpeg  Outlier  Python Programming  Data Visualization  Numpy  predictive analytics  Big Data  python libraries  json data-science data-analysis

relational database  Python Programming  vpython  Computer Programming  SQL  object-oriented programming  project  mysql  Web Development  Databases computer-science software-development

Art History  teaching  Experiential Learning  art  Strategy  history  methodology  photography  analysis  Creativity arts-and-humanities music-and-art

global marketing  Marketing  Leadership and Management  variable pricing  patient experience  market (economics)  pricing  service innovation  hotel  Innovation business marketing

law and management  human trafficking  justice  humanitarian  international law  child  social justice  political science  law  Immigration Law social-sciences governance-and-society

innovation management  Innovation  business model canvas  Business Strategy  marketing myopia  Strategy  modeling  value proposition  Leadership and Management  proposition business marketing

competition (economics)  competitiveness  competitor analysis  Leadership and Management  Game Theory  analysis  strategic thinking  Business Strategy  Strategy  strategic management business business-strategy

Process Mapping  lead time  human error  medical error  value stream mapping  Process Improvement  flow network  Patient Care  patient  health system life-sciences healthcare-management

java (software platform)  software  euler's totient function  Java Programming  ordered pair  i-deas  arrays  eclipse  Computer Programming  for loop computer-science software-development

evolution  quoting out of context  thought  middle east  lecture  astronomy  psychologies  irreducible complexity  triune brain  psychology life-sciences psychology

i-deas  radio button  android studio  text box  telephone number  persistence (computer science)  exit (system call)  persistence  Software Engineering  Android Development computer-science mobile-and-web-development

analysis  ratio analysis  Finance  financial ratio  language  Financial Analysis  internal audit  financial statement  balance sheet  Accounting business finance

Map  User Experience  user interface  experience design  site map  experience  paper prototyping  User Experience Design  java annotation  website wireframe arts-and-humanities music-and-art

mathematical optimization  Gradient  Artificial Neural Networks  natural language  Machine Learning  recurrent neural network  statistical classification  Tensorflow  Natural Language Processing  Deep Learning data-science machine-learning

supply chain  price elasticity of demand  budget constraint  demand  consumer behaviour  consumer choice  marginal rate of substitution  indifference curve  school choice  supply and demand business business-essentials

Chinese Medicine  flavor  chinese language  dermatology  tongue  medicine  pulse  multiple sclerosis  physiology  common cold life-sciences public-health

web page  Project Management  project mine  display devices  html  web  ordered pair  Trigonometric Integral  text editors  surround sound computer-science mobile-and-web-development

Sustainable Energy  food security  food engineering  agriculture  food technology  sustainability  food science  security  nutrition  food processing physical-science-and-engineering environmental-science-and-sustainability

software  Chart  tableau software  Virtual Reality  simulation  Python Programming  project  trading  japanese language  stock business finance

Behavioral Economics  cognitive bias  behavioral finance  behavioral decision  Finance  investment  bias  psychologies  investment decisions  Economics business finance

flowchart  ternary conditional operator  Computer Programming  more than two  modulo operation  compounding  laravel  nest  debugging  interactivity social-sciences education

Graphic Design  Creativity  adobe indesign  typography  Computer Graphics  Poster Design  art  history  Layout Design  poster arts-and-humanities music-and-art

Creativity  interview  Planning  coaching  i-deas  wall  Entrepreneurship  design thinking  delegation  genetics business entrepreneurship

saving  Computer Programming  opencv  face recognition  euler's totient function  Computer Vision  Tensorflow  Python Programming  project  Machine Learning data-science machine-learning

Tensorflow  cost  project  Python Programming  Artificial Neural Networks  modeling  project mine  retain  mathematical optimization  Machine Learning data-science machine-learning

linearity  gradient descent  Multivariable Calculus  Regression  lambda calculus  Gradient  linear regression  Calculus  mathematical optimization  explicit substitution math-and-logic math-and-logic

Algorithms  antibiotics  Bioinformatics  acid  genomics  biochemistry  computational biology  biology  genome  antibiotic life-sciences health-informatics

Scaling  gnu octave  guitar  Writing  harmony  analysis  chord  jazz  piano  music arts-and-humanities music-and-art

image segmentation  signal processing  euler's totient function  statistical classification  Matlab  linearity  image analysis  Multivariable Calculus  Data Analysis  Applied Machine Learning data-science data-analysis

brand awareness  style guide  Entrepreneurship  brand  project  marketing collateral  business marketing  Graphic Design  marketing strategy  Strategy business marketing

thinning  Nanotechnology  nanoparticles  chemistry  process  materials  film  nanoparticle  characterization of nanoparticles  lithography physical-science-and-engineering electrical-engineering

Sustainable Energy  energy  astronomy  Solar Systems  awe  language  history  art  acceptance  verse protocol physical-science-and-engineering environmental-science-and-sustainability

cooperation  health care  health activism  health system  health policy  Policy Development  public participation  environmental health  health care reform  leadership life-sciences public-health

online learning  experience  Culture  Online Machine Learning  culture shock  text services framework  education  cross-cultural communication  Training  college social-sciences education

physical education  diets  physical activity  education  nutrition education  healthy diet  child  nutrition  health education  exercise life-sciences nutrition

online learning  Planning  resource  evaluation  Online Machine Learning  Human Learning  teaching  education  teaching method  Strategy social-sciences education

marketing research  securities research  Digital Advertising  conjoint analysis  marketing plan  Marketing  Digital Marketing  Market Research  perceptual mapping  social media marketing business marketing

authority  opinion  affair  proposition  hopefully  education  lesson plan  Planning  Receiving  critical friend social-sciences education

Natural Gas  market (economics)  Energy Markets  Strategic Analysis  renewable energy  oil  energy  supply chain  Business Analysis  analysis physical-science-and-engineering environmental-science-and-sustainability

Mobile Development  iOS Development  reusability  Writing  c++  Swift Programming  Computer Programming  xcode  language  euler's totient function computer-science software-development

enabling  document management systems  Strategy  Data Management  confidentiality  research data archiving  metadata  Planning  data file  Leadership and Management data-science data-analysis

Strategy  Planning  Creativity  Entrepreneurship  thought  business plan  psychology  i-deas  Team Building  Risk business entrepreneurship

Autodesk  solidworks  modeling  autocad  3d modeling  3D Printing  Design for Reuse  Mechanical Design  Mechanical Engineering  computer-aided design physical-science-and-engineering mechanical-engineering

documents  Databases  mongodb  row (database)  NoSQL  SQL  Blog Posts  relational database  sap erp  cloud computing security information-technology data-management

labor  Writing  war  Poetry Writing  antisemitism  history  holocaust  experience  i-deas  religion arts-and-humanities history

approximation  maximum cut  approximation algorithm  facility location problem  Computer Programming  weak duality  linear programming  linear programming relaxation  steiner tree problem  Dual Graph computer-science algorithms

Cloud Infrastructure  cloud computing security  Cloud Computing  bare machine  microservices  Cloud Storage  Software As A Service  security  it service management  IBM Cloud information-technology cloud-computing

multi-factor authentication  authentication  physical security  asset  Cryptography  password  password managers  security  multisignature  cryptocurrency information-technology security

Computer Architecture  Mainframe Systems  architecture  resource access control facility  software features  Cryptography  Mainframe  security  software  enterprise software information-technology cloud-computing

Communication  Negotiation  public speaking  presentation  Strategy  virtual team  confidence  speech  strategic communication  Leadership and Management business leadership-and-management

multi-core processor  context switch  mutual exclusion  freertos  Computer Architecture  Algorithms  real-time operating systems  scheduling (computing)  periodic function  schedule computer-science software-development

incident management  software bug  Troubleshooting  metadata  Cost Control  Operations Management  performance measurement  business transaction management  audit trail  Cloud Applications information-technology support-and-operations

trusted path  mandatory access control  biometrics  role hierarchy  access control  authentication  separation of duties  biba model  role-based access control  identity management information-technology security

ecology  biodiversity  evolution  climate change  ecosystems  species  analysis  common species  phylogenetics  General Statistics life-sciences basic-science

Databases  verification and validation  jpeg  project management certification  data clustering algorithms  server farm  connection string  mongodb inc.  Database Servers  mongodb information-technology data-management

Javascript  Computer Programming  netbeans  software  decipherment  Java Programming  java (software platform)  Software Engineering  Engineering Software  Computer Science computer-science software-development

analysis  Business Process Management  process  process management  process modeling  Business Analysis  automated business process  Leadership and Management  project  business process business leadership-and-management

Bioinformatics  molecular biology  count data  genomics  computational biology  linear regression  bioconductor  Biostatistics  linear model  General Statistics data-science probability-and-statistics

Merchandising  consumption (economics)  sales management  Prospecting  Sales Meetings  Influencing  lead generation  Sales Strategy  discipline  Sales business leadership-and-management

ethics  biology  stem cell research  stem cells  therapy  stemming  cell biology  bioethics  stem cell  Stem Cell Biology life-sciences basic-science

Human Resources  training and development  Professional Development  skills management  Training Programs  Leadership and Management  competitiveness  personal advertisement  benchmarking  Management Training personal-development personal-development

running  Probability Plot  Factorial  multi-factor authentication  Experimental Design  Experiment  factorial experiment  probability  fractional factorial design  numbers (spreadsheet) data-science probability-and-statistics

Cooking  presentation  Benefits  Business Research  organization design  competitiveness  saving  Strategy  numbers (spreadsheet)  i-deas business business-strategy

Digital Design  Visual Design  Graphic Design  visual communication  Computer Graphics  poster  typography  presentation  color image  Communication business business-essentials

project mine  child  Booking  teaching  home  project  Python Programming  Student's t-Distribution  parenting  Leadership and Management social-sciences education

organizational culture  Business Strategy  Strategy  workspace  image resolution  leadership  adaptation  Communication  Culture  Human Resources business leadership-and-management

brainstorming  i-deas  futures studies  project  smart criteria  Causality  presentation  evaluation  Writing  resource social-sciences education

Finance  financial statement  cash flow statement  asset  flow network  Accounting  cash flow  flow (psychology)  Financial Accounting  stock business finance

database management systems  Database Design  relational database  Leadership and Management  SQL  Accuracy And Precision  project  Finance  Databases  sqlite information-technology data-management

Chart  Python Programming  Choropleth Map  analysis  Computer Programming  Data Visualization  Map  Matplotlib  Bar Chart  Data Analysis data-science data-analysis

Experiment  a/b testing  analysis  rstudio  Experimental Design  Computer Programming  General Statistics  ordered logit  Statistical Significance  R Programming computer-science design-and-product

state space  process  System V  linearization  behavior  transition system  finite-state machine  alternating bit protocol  communications protocol  database normalization computer-science software-development

fossil  biodiversity  Solar Systems  biosphere  evolution  animal  Geology  species  extinction event  fauna physical-science-and-engineering physics-and-astronomy

modeling  purchasing  web  c process control  microprocessor  internet of things  simulink  evaluation  systems modeling language  market (economics) computer-science computer-security-and-networks

confidence  personal advertisement  career  pomodoro technique  learning how to learn  mindfulness  learning to learn  career development  Human Learning  lifelong learning personal-development personal-development

Strategy  chinese language  global  franchising  strategic alliances  relative change and difference  foreign branding  E-Commerce  business failures  numbers (spreadsheet) business business-strategy

time management  Estimation  schedule  Leadership and Management  Project Management  scope (project management)  cost  earned value management  project  scope statement business leadership-and-management

data portability  security  law  data protection  cooperation  general data protection regulation  principle  global  data breaches  privacy social-sciences law

React (web framework)  node.js  Mobile Development  Android Development  web  javascript library  mobile app  Javascript  Web Development  Redux computer-science mobile-and-web-development

internality  balance sheet  Leadership and Management  numbers (spreadsheet)  Accounting  bookkeeping  Finance  Financial Accounting  value proposition  Management Accounting business business-essentials

project mine  agent-based model  phenomenon  infection  netlogo  interact  simulation  project  documents  modeling physical-science-and-engineering research-methods

disease  physical exercise  Fitness And Nutrition  physiology  nutrition  adaptation  exercise  endurance  Benefits  Training life-sciences basic-science

Problem Solving  Chemical Engineering  energy  Experiment  Dependent And Independent Variables  chemistry  medicinal chemistry  pharmaceutical sciences  acid  physics experiments physical-science-and-engineering chemistry

community change  Strategy  Change Management  social work  youth engagement  organizing (management)  social justice  community engagement  justice  relative change and difference social-sciences education

analysis  electronics  Audio Engineering  discrete fourier transform  fourier analysis  Vector Spaces  speech processing  digital signal processing  signal processing  image processing physical-science-and-engineering electrical-engineering

mythology  religion  history  phonetics  criticism  Russian  Newspaper  phonology  semantics  film arts-and-humanities history

Bar Chart  Microsoft Excel  Chi-Squared Distribution  Studentized Residual  project  euler's totient function  Machine Learning  ggplot2  iOS Development  randomness data-science data-analysis

Game Theory  ethics  project  project mine  text mode  .bit  a/rose  predictive text  little b (programming language)  modeling data-science data-analysis

law  co-determination  Taxes  Business Law  market (economics)  principal agent problem  collective action  labour law  Environmental Law  case report business business-essentials

leadership  Culture  education  informatics  Training  teaching  coaching  mentorship  nursing informatics  nursing life-sciences health-informatics

General Statistics  process  operationalization  inquiry  conceptualization (information science)  ethnography  nonprobability sampling  Research Design  Dependent And Independent Variables  sociology personal-development personal-development

Healthcare Management  circular economy  analysis  probability density function  Operations Management  portable document format  measurement  spreadsheet  p-rep  methodology life-sciences healthcare-management

accidental sampling  nonprobability sampling  usability testing  sampling statistics  User Research  coverage error  social exchange theory  analytics  a/b testing  concept testing computer-science design-and-product

ordered pair  experience  mentorship  Human Resources  coaching  life coaching  employment  latex  training and development  Leadership and Management business leadership-and-management

evolution  sociology  history  evolutionary biology  religion  biology  philosophy  philosophical analysis  Art History  thought arts-and-humanities philosophy

education  social work  Human Learning  health care  health policy  medical social work  social support  efficacy  Type I And Type Ii Errors  welfare state social-sciences governance-and-society

project mine  pointing device gesture  project  Microsoft Azure  web  Machine Learning  Computer Vision  Training  web browsers  source lines of code data-science machine-learning

web  look and feel  Computer Graphics  Map  Computer Programming  html  web page  d3.js  Javascript  Line Chart information-technology data-management

content strategy  persona (user experience)  Strategy  content creation  User Experience  marketing communications  experience  Marketing  audience  content marketing business marketing

entry point  adaptation  cost  Strategy  sign  art  target audience  user fee  digital media  digital signature arts-and-humanities music-and-art

lean startup  business model canvas  channel use  Product Marketing  design thinking  modeling  Customer Relationship Management  customer experience  value proposition  product/market fit business leadership-and-management

Computer Programming  programming tool  ordered pair  debugging  user (computing)  Software Engineering  Algorithms  logic gate  i-deas  event-driven programming computer-science algorithms

ordered pair  wordpress  Digital Marketing  web  blogging  content management system  Accounting  Leadership and Management  project  social media marketing business business-essentials

Problem Solving  analysis  Mechanical Design  materials  factor of safety  Mechanical Engineering  stress  safety  loading screen  Civil Engineering physical-science-and-engineering mechanical-engineering

psychometrics  group work  checklist  evaluation  teacher training  assessment for learning  analysis  teaching method  education  checklists social-sciences education

Python Programming  gradient descent  Backpropagation  Activation Function  smart grid  deployment environment  euler's totient function  Artificial Neural Networks  PyTorch  Gradient data-science machine-learning

analysis  Business Analysis  business case  Data Analysis  Risk  risk metric  business process  business analytics  analytics  process data-science data-analysis

history  chinese language  bias  patriarchy  intellectual  Culture  economy  acceptance  popular culture  religion arts-and-humanities history

english language  Human Learning  Strategy  lesson plan  listening  teaching  language  speech  thought  Planning language-learning learning-english

signal processing  Apache  Human Learning  digital signal processing  Machine Learning  Algorithms  wavelet transform  Feature Engineering  wavelets  Apache Spark data-science machine-learning

approximation  electronics  materials  energy level  linearity  generation  netting  energy  bias  Electrical Engineering physical-science-and-engineering electrical-engineering

mindfulness  sustainability  anxiety  habit  behavior  cognition  meditation  Emotional Intelligence  emotion  awareness life-sciences psychology

cryptanalysis  key escrow  symmetric-key algorithm  cipher  public key infrastructure  public-key cryptography  Cryptography  encryption  ciphertext  block cipher information-technology security

patient safety  process  project  Planning  methodology  Problem Solving  design thinking  brainstorming  a3 problem solving  Innovation life-sciences healthcare-management

porter's five forces analysis  analysis  Product Lifecycle  pest analysis  competitiveness  evaluation  Strategy  market (economics)  swot analysis  global business business-essentials

financial services  Strategy  Finance  project  insurance  FinTech  financial regulation  Banking  Microsoft Excel  Innovation business business-strategy

enabling  nursing informatics  nursing  externality  nursing management  leadership  Culture  Collaboration  informatics  health informatics life-sciences health-informatics

node.js  Databases  Application Development  linux on embedded systems  Model View Controller (MVC)  mongodb  stack (abstract data type)  Cloud Computing  embedded databases  Computer Programming computer-science software-development

iteration  recursively enumerable set  Deep Learning  linearity  Artificial Neural Networks  General Statistics  Average  Dependent And Independent Variables  probability  Causality data-science machine-learning

BlockChain  market (economics)  smart contract  exploit (computer security)  sandbox (computer security)  race condition  ordered pair  ethereum  rational doors  security computer-science computer-security-and-networks

business partner  process management  business process  Digital Marketing  Business Process Management  mbase  software product management  Product Strategy  neats vs. scruffies  Product Management computer-science design-and-product

Art History  analysis  process  international relations  u.s. securities and exchange commission  speech  history  cultural impact  i-deas  middle east arts-and-humanities history

Urban Planning  Leadership and Management  City Planning  sustainability  Transporting  traffic management  city management  sustainable transport  smart city  Planning business leadership-and-management

ordered pair  Data Structures  peer-to-peer  chaining  BlockChain  data sharing  c process control  multiple histories  authentication  smart contract computer-science algorithms

health human resources  pregnancy  midwifery  prenatal care  patient  women's health  obstetrics  community health  childbirth  maternal health life-sciences public-health

mammary gland  lactation  pregnancy  glands  inflammations  anatomy  biology  hypothalamus  animal  udder life-sciences basic-science

non-communicable disease  food security  disease burden  climate change  humanitarian  mental health  sustainability  global  crisis  health effect life-sciences public-health

inventory  Accounting  Customer Relationship Management  Entrepreneurship  u.s. securities and exchange commission  c dynamic memory allocation  payroll  Invoicing  virtual tour  project business finance

trade-off  Taxes  bear  Economics  justice  maximization (psychology)  tax rate  tax incidence  Benefits  market (economics) social-sciences law

Logistic Regression  Algorithms  Human Learning  data clustering algorithms  Machine Learning  statistical classification  classification algorithms  Regression  Computer Programming  Python Programming data-science machine-learning

Video Editing  vector graphics  web colors  Graphic Design  logo  adobe photoshop  Color Theory  adobe illustrator  Computer Graphics  typography arts-and-humanities history

enabling  molecular biology  biology  axiology  Bioinformatics  electrophoresis  computational biology  systems biology  biological engineering  clinical pharmacology life-sciences health-informatics

data dictionary  health data  medical terminology  ontology (information science)  icd-10  Databases  electronic human resources  Big Data  relational database  analytics life-sciences health-informatics

sources  euler's totient function  randomness  ggplot2  project  Studentized Residual  Chi-Squared Distribution  Random Forest  Time Series  R Programming data-science data-analysis

content marketing  Communication  content strategy  copywriting  Innovation  visual communication  blogging  Strategy  content management system  media (communication) business marketing

SQL  glassing  Mechanical Engineering  Mechatronics  Risk  materials  manufacturing process management  sap erp  Sustainable Engineering  Engineering Projects physical-science-and-engineering mechanical-engineering

education  pedagogy  Learning Management System  Big Data  Negotiation  resource  Critical Thinking  evaluation  herbal  fundraising social-sciences education

arrays  numbers (spreadsheet)  for loop  while loop  project  sorting  jpeg  ordered pair  iteration  data type computer-science software-development

feathers  energetics  feathering  shamanism  traditional method  acupuncture  healing  medicine  digestive system  traditional medicine life-sciences public-health

motivation  principles of learning  lecture  student engagement  conceptual change  behaviorism  failure rate  biology education  teaching  education personal-development personal-development

Natural Language Processing  iOS Development  history  speech recognition  Machine Learning  Deep Learning  image processing  use case  Training  Test Set data-science machine-learning

process management  online learning  process  Social Media  business plan  Writing  Critical Thinking  Entrepreneurship  Planning  influencer marketing business entrepreneurship

basis of accounting  deferred tax  financial statement  net income  Accounting  fair value  consolidated financial statement  Finance  Mergers & Acquisitions  consolidation (business) business business-essentials

web  Strategy  Javascript  rendering (computer graphics)  web application  constant (computer programming)  Communication  Web Development  cryptocurrency  internality computer-science mobile-and-web-development

merge sort  Pandas  jpeg  Regression  sorting  inequality (mathematics)  Algebra  Correlation And Dependence  Mergers & Acquisitions  Python Programming data-science data-analysis

combine  metadata  project  Leadership and Management  application programming interfaces  Meta-Analysis  euler's totient function  numbers (spreadsheet)  sources  extract data-science data-analysis

usability  responsive web design  User Experience  information design  user interface design  interaction design  rapid prototyping  look and feel  interfaces  user interface computer-science design-and-product

crime  cloud computing security  Cloud Computing  Computer Security Incident Management  SQL  cybercrime  penetration test  web  Network Security  access control information-technology security

Chart  analysis  SPSS  data item  Data Analysis  Visual Analytics  business analytics  analytics  display rules  graphs data-science data-analysis

Planning  customer experience  pricing  Influencing  Communication  pricing strategies  competitiveness  Strategy  customer service training  maximization (psychology) business entrepreneurship

Scientific Writing  academic writing  checklist  checklists  Research Design  Writing  Peer Review  journaling file system  peering  gratitude social-sciences education

node.js  Writing  ordered pair  teaching  recursion  exit (system call)  compiler  code segment  method (computer programming)  ?-recursive function social-sciences education

project  java (software platform)  uniform resource locator  relative change and difference  approximation error  socket  short time  porting  english language  principle computer-science software-development

Computer Security Incident Management  emergency management  public health  non-communicable disease  disease  infectious diseases  Disease Control  microbiology  vaccines  vaccination life-sciences public-health

.bit  exercise  rockbox  guitar  chord  phonetics  grasp  piano  music  Scaling arts-and-humanities music-and-art

computational biology  Stochastic Calculus  modeling  stochastic models  Bioinformatics  Matlab  systems biology  computational model  biology  stochastic modelling (insurance) life-sciences health-informatics

Switches  Integral  integer (computer science)  digital signature  nest  Computer Programming  project  data rate units  monitor (synchronization)  java (software platform) computer-science software-development

perfect competition  marginal utility  consumer theory  supply and demand  microeconomics  Economics  demand  nash equilibrium  net present value  Leadership and Management business business-strategy

psychology  violence against women  gender inequality  violence  sexual violence  women's health  domestic violence  forensics  nursing  clinical psychology life-sciences public-health

chemistry  microbiology  Pasteurization  environmental impact assessment  water treatment  Environmental Studies  removal units  contingent valuation  Water Conservation  environmental chemistry physical-science-and-engineering environmental-science-and-sustainability

less (stylesheet language)  jquery  language  bootstrap (front-end framework)  Javascript  sass (stylesheet language)  web  github  Software As A Service  CSS computer-science mobile-and-web-development

smart contract  public-key cryptography  key (cryptography)  bitcoin  Cryptography  solidity  cryptocurrency  ethereum  BlockChain  use case computer-science computer-security-and-networks

modulo operation  null coalescing operator  database normalization  generator matrix  computation tree logic  logic  transition system  markov chain  modeling  model checkers computer-science software-development

satellite  Chemical Engineering  hydraulics  Geology  chemistry  life on titan  physics  astronomy  life on mars  Solar Systems physical-science-and-engineering physics-and-astronomy

documents  c sharp (programming language)  integrated development environments  game design  authorization  game programming  video game development  c programming  Computer Programming  implementation of functional programming languages computer-science software-development

crisis plan  cognitive behavioral therapy  law  crisis management  coaching  learning styles  Environmental Law  futures studies  psychology  future orientation social-sciences education

image segmentation  perspective projection  Matlab  machine vision  Color Theory  computervision  digital image processing  Computer Vision  digital image  image processing computer-science algorithms

corporate sustainability  sustainability  circular economy  environmental economics  Strategy  corporate social responsibility  green economy  Green Strategy  path dependence  sustainable business business business-strategy

knowledge representation  leadership  Leadership and Management  core competency  Leadership Development  experience  nursing informatics  informatics  nursing  education life-sciences health-informatics

insurance  financial risk management  Leadership and Management  Studentized Residual  Risk Management  Econometrics  Finance  R Programming  Risk  financial risk business finance

web  Experimental Design  Missing Data  sample (statistics)  statistical thinking  Probability & Statistics  Control Chart  industrial and organizational psychology  path (variable)  applied statistics data-science data-analysis

texture synthesis  geometric modeling  dynamical simulation  interactivity  robotics  Human Computer Interaction  key frame  sketch-based modeling  computer animation  Computer Graphics computer-science software-development

Integral  theory of relativity  physics  scalar field  Geometry  modulo operation  Studentized Residual  Vector Calculus  f.lux  Mathematics physical-science-and-engineering electrical-engineering

telephone number  chinese language  Big Data  Writing  one health  grammar  American Sign Language  Culture  principle  language language-learning other-languages

Computer Programming  analysis  debugging  Type I And Type Ii Errors  R Programming  control flow  java annotation  euler's totient function  debug code  functional programming data-science data-analysis

ordered pair  sales operations  sales management  cost  expense management  expense  Sales  Leadership and Management  sales quota  Compensation business leadership-and-management

multi-core processor  iOS Development  bluetooth  smart device  spectral efficiency  wireless  Cloud Computing  handover  smartphones  mimo information-technology cloud-computing

logical relations  grammar  intentionality  academic writing  collocation  english language  Writing  language  Scientific Writing  Communication language-learning learning-english

dna replication  dna profiling  genetic engineering  gel  biology  DNA  electrophoresis  genetics  dnas  molecular biology life-sciences basic-science

inheritance (object-oriented programming)  function object  crt0  iterator  Graph Theory  c programming  c++  graphs  minimax  standard template library computer-science software-development

analysis  supply and demand  Economic Analysis  demand  externality  supply chain  Economics  market (economics)  microeconomics  price elasticity of demand social-sciences economics

internet  edge computing  software  Network Architecture  euler's totient function  Cloud Computing  architecture  network function virtualization  internet of things  virtualization software information-technology networking

cardiology  Heart Failure Diagnosis / Treatment  physical exercise  human error assessment and reduction technique  failure  heart failure  hypertension  heart diseases  myocardial infarction  echocardiography life-sciences patient-care

herbalism  ayurveda  healing  naturopathy  Chinese Medicine  herbal  traditional medicine  plant  medicine  reiki arts-and-humanities history

message  spreadsheet  Pivot Table  euler's totient function  Microsoft Excel  Project Management  Leadership and Management  office management  web  Python Programming business business-essentials

community engagement  Map  community development  interact  Strategy  asset  rapport  Mapping  interview  strategic thinking business leadership-and-management

automated reasoning  linear inequality  Algorithms  linear programming  mathematical optimization  solver  Combinatorics  model checkers  binary arithmetic  Arithmetic computer-science algorithms

Human Learning  dynamic programming  value-based pricing  markov decision process  reinforcement  Deep Learning  temporal difference learning  Reinforcement Learning  Gradient  Machine Learning data-science machine-learning

linguistics  perception  consent  history  reason  thought  interpretation  education  psychology  Critical Thinking arts-and-humanities philosophy

tongue  materials  human error assessment and reduction technique  chinese language  cjk characters  Writing  adobe air  character building  blood  chinese basic language-learning other-languages

security controls  Window Installation  authentication  System Security  authorization  display servers  access control  Leadership and Management  security  encryption information-technology security

Google Cloud Platform  analysis  Data Analysis  Cloud Platforms  dataflow  bigquery  SQL  Exploratory Data Analysis  Cloud Computing  Big Data information-technology data-management

User Experience  jquery  html  responsive web design  Web Design  Data Structures  Javascript  javascript templating  CSS  web computer-science mobile-and-web-development

Machine Learning  project  Finance  trading  market depth  variance  capital market  measurement  Deep Learning  stock business finance

Computer Programming  c dynamic memory allocation  garbage collection (computer science)  file shortcut  ordered pair  method (computer programming)  compiler  mobile app  memory leak  software features computer-science software-development

Software Engineering  project  mimics  ordered pair  memory management  memory  Computer Programming  c++  computer program  c programming computer-science software-development

emotions  neurology  psychology of self  thought  psychology  emotion  philosophy  analysis  Social Psychology  Emotional Intelligence arts-and-humanities philosophy

budget  personal advertisement  project management professional  instructional design  Project Management  constructivist teaching methods  time management  personal budget  law  spreadsheet business finance

microsoft visual studio  data type  sources  display devices  Computer Programming  language classification  c sharp (programming language)  array data structure  arrays  language computer-science software-development

biogrid  analysis  gene expression  brca2  protein data bank (file format)  Bioinformatics  protein  gene  protein structure  Gene Expression Analysis life-sciences health-informatics

Categorical Data  Operations Management  cleaning  spreadsheet  Business Analysis  aggregate function  Applied Mathematics  euler's totient function  project mine  analysis data-science data-analysis

cognitive skill  combine  relative change and difference  Student's t-Distribution  awareness  teaching  education  Collaboration  teaching method  Average social-sciences education

web  internality  Web Development  CSS  text corpus  text editors  html  pageable memory  Style Sheets  web page computer-science mobile-and-web-development

gene  R Programming  medicine  Big Data  Algorithms  genetics  gene expression  genomics  Data Reduction  data clustering algorithms life-sciences health-informatics

hashing  cryptographic hash function  Cryptography  cryptosystem  key size  hash function  frequency analysis  cipher  euler's totient function  cryptanalysis computer-science computer-security-and-networks

typography  graphic arts  Computer Graphics  analysis  i-deas  Design Analysis  art  Graphic Design  history  Art History arts-and-humanities history

biblical interpretation (journal)  mythology  greek mythology  Writing  Poetry Writing  creative writing  Seminars  Art History  history of the book  history arts-and-humanities history

path (variable)  unix  command history  ordered pair  shell script  Shell Commands  home directory  command-line interface  unix shells  bash (unix shell) computer-science software-development

Databases  web page  html  php  web  web development software  back-end database  mysql  front and back ends  Mobile Development computer-science mobile-and-web-development

Bayesian Linear Regression  Bayes Factor  linearity  Bayesian  Bayesian Statistics  linear regression  Bayesian Inference  General Statistics  Regression  inference data-science data-analysis

software  Student's t-Distribution  family literacy  education  Group Instruction  modeling  direct instruction  instructional design  learning lab  open learning social-sciences education

Strategy  career  LinkedIn  Writing  electronic submission  r&d management  speech  experience  Statistical Analysis  interview business business-essentials

emerging markets  Sales  strategic management  Business Strategy  positioning (marketing)  market (economics)  Planning  marketing strategy  Business Development  Strategy business business-strategy

web  euler's totient function  Web Development  Databases  recursion  React (web framework)  project  php  Javascript  html computer-science mobile-and-web-development

thought  personal advertisement  time management  Leadership and Management  Resilience  Planning  Strategy  stress management  perception  stress business leadership-and-management

multiliteracy  project  .properties  teaching method  problem-based learning  icarus project  java annotation  principles of learning  Writing  meta learning computer-science software-development

Algorithms  c programming  c++  interact  memory  debugging  memory management  command-line interface  Computer Programming  standard streams computer-science software-development

Vector Calculus  explicit substitution  Calculus  lambda calculus  Partial Derivative  Integral  surface integral  derivative  modal ?-calculus  adaptive grammar math-and-logic math-and-logic

s.c.a.m.p.e.r  Trigonometric Integral  triz  thought  Creativity  analysis  brainstorming  Critical Thinking  creativity techniques  Problem Solving personal-development personal-development

Tube Bending Machines  materials  Rebar Tying  mecha  Mechanical Engineering  Steel Forms  thinning  torque  stress  Engineering Design physical-science-and-engineering mechanical-engineering

international taxation  Tax Planning  transfer pricing  pricing  tax law  Taxes  law  base erosion and profit shifting  rethinking  Planning social-sciences law

strategic management  process  Procurement  analytics  Strategic Sourcing  purchasing management  supply chain  Contract Management  Planning  Supply Chain Sourcing business leadership-and-management

Impact Assessment  modeling  Decision Making  specification (technical standard)  Policy Implementation  Game Theory  Regulatory Affairs  decentralization  adaptation  choice social-sciences governance-and-society

Cloud Platforms  Kubernetes  packaging  Google App Engine  data clustering algorithms  control plane  Google Cloud Platform  DevOps  Cloud Computing  software computer-science software-development

customer satisfaction  strategic management  Strategy  sales management  Marketing  Business Operations  Sales  agriculture  Sales Strategy  value proposition business business-strategy

history of rock  film  packaging  guitar  rockbox  Art History  music  relative change and difference  history  acoustics arts-and-humanities music-and-art

copywriting  Storytelling  Fiction Writing  Human Learning  film  Scientific Writing  Writing  Poetry Writing  creative writing  screenwriting arts-and-humanities music-and-art

Google Cloud Platform  virtual machine  Cloud Platforms  Cloud Computing  Leadership and Management  software  Puppet (software)  Troubleshooting  configuration management  software configuration management information-technology cloud-computing

Management Training  psychology  developmental psychology  education  educational psychology  Child Psychology  counseling psychology  neuroscience  human development  training and development social-sciences education

nanoparticles  chemistry  public health  risk assessment  safety  environmental health  Risk  health effect  biomonitoring  chemical safety life-sciences basic-science

resource  economy  hard power  Economics  global  the interpretation of cultures  identity crisis  aporia  power politics  religion social-sciences governance-and-society

Corporate Law  labor  corporate bond  law  contract a  labour law  contract of sale  Business Law  common law  employment business business-essentials

speech synthesis  language  natural language  attention  Natural Language Processing  Deep Learning  Machine Learning  PyTorch  speech recognition  sentiment analysis data-science machine-learning

file shortcut  source lines of code  display devices  R Programming  Map  html  rstudio  interactivity  graphs  project data-science data-analysis

mathematical optimization  project mine  english language  high fidelity  php  E-Commerce  Data Analysis  Data Science  User Experience  extract computer-science design-and-product

Variational Bayesian Methods  inference  chaining  mathematical optimization  Bayesian Inference  gaussian process  markov chain monte carlo  Bayesian Optimization  Bayesian  markov chain data-science machine-learning

fintech in india  india  Payments  payment systems  E-Commerce  Finance  Innovation  FinTech  credit  credit cards business finance

Python Programming  event (computing)  c++  graphical model  yottabyte  graphical user interface  interfaces  command-line interface  tkinter  java annotation computer-science software-development

stress  Mechanical Engineering  Clinical Study Design  cloning  simulation  materials  generative design  Geometry  Autodesk  Generative Model physical-science-and-engineering mechanical-engineering

social media marketing  social marketing  Marketing  Social Media Tools  Social Media  Social Networking  audience  social network  market (economics)  media market business marketing

Apache Hadoop  Software Framework  Big Data  multi-user  measurement  multitenancy  data security  job scheduling  mapreduce  Data Warehousing information-technology cloud-computing

psychologies  meditation  psychology  evolutionary psychology  buddhism and psychology  Critical Thinking  philosophy  mindfulness (psychology)  spirituality  mindfulness life-sciences psychology

point and click  flow network  business analytics  Training  modeling  Writing  analytics  Machine Learning  java annotation  interfaces data-science machine-learning

separation of duties  protocol stack  cloud computing security  trust boundary  attack surface  cryptographic protocol  security  Network Security  Cloud Computing  public key certificate information-technology cloud-computing

impression management  Marketing  brand  personal branding  Leadership and Management  marketing strategy  personal advertisement  brand equity  Public Relations  marketing communications personal-development personal-development

essay writing  language  Planning  english grammar  grammar  english language  academic writing  SPSS  Writing  creative writing arts-and-humanities music-and-art

Python Programming  3d modeling  Graphic Design  computer-aided design  3d scanner  3d reconstruction  building information modeling  undefined variable  Machine Learning  spacer gif computer-science design-and-product

Java Programming  programming paradigm  Javascript  object-oriented programming  Computer Programming  html  java (software platform)  inheritance (object-oriented programming)  application programming interfaces  Data Structures computer-science software-development

social constructionism  religion  sex education  lgbt  everyday life  gendered sexuality  parenting  sexuality  homosexuality  sex social-sciences education

Data Structures  search tree  binary tree  heap (data structure)  avl tree  stack (abstract data type)  linked list  binary search algorithm  data type  binary search tree computer-science software-development

Civil Engineering  Solar Systems  Electrical Engineering  renewable energy  wind energy  energy  Electrical Design  Solar Energy  physics experiments  Interior Design physical-science-and-engineering environmental-science-and-sustainability

data breaches  home security  nursing  health and social care  general data protection regulation  attention  cybercrime  clinical research coordinator  breach (security exploit)  cyber-security regulation information-technology security

unconscious  unconscious mind  subjective expected utility  psychology of self  psychoanalysis  positive psychology  philosophy  dream interpretation  psychology  psychoanalytic theory arts-and-humanities philosophy

integrated development environments  i-deas  game design document  video game development  game design  game integrated development environment  software design description  art  computer animation  documents arts-and-humanities music-and-art

analytics  Data Model  process  evaluation  modeling  Data Mining  analysis  Data Analysis  Cross Industry Standard Process for Data Mining (CRISP-DM)  methodology data-science data-analysis

bible  film  film studies  Cinematography  Writing  creative writing  Video Editing  Comedy  Creativity  Fiction Writing arts-and-humanities music-and-art

Language Learning  grammar  speech  Writing  language  family  oral communication  Communication  Human Learning  adjective language-learning other-languages

sustainable transport  mobility model  City Planning  cycling  deliberation  relative change and difference  Transporting  discipline (academia)  living lab  Urban Planning social-sciences governance-and-society

command-line interface  Cloud Computing  Google App Engine  DevOps  Cloud Engineering  Leadership and Management  Google Cloud Platform  managed services  Cloud Platforms  identity management information-technology cloud-computing

chemistry  physics  Aerospace Engineering  molecular dynamics  ansys  Chemical Engineering  hemodynamics  fluid mechanics  Mechanical Engineering  statistical mechanics physical-science-and-engineering mechanical-engineering

Computer Programming  Bioinformatics  Python Programming  computational biology  euler's totient function  Biostatistics  language  genomics  biopython  genetics data-science data-analysis

lecture  educational materials  community health  smart criteria  Human Learning  Training  continuing education  teaching method  resource  Training Programs life-sciences public-health

gnu octave  signature  harmony  Scaling  piano  guitar  sound  music  signified and signifier  chord arts-and-humanities music-and-art

genetics  language  Motif Searches  Bioinformatics  biology  molecular biology  bioinformatics algorithms  Computer Programming  Python Programming  Algorithms life-sciences health-informatics

sustainability  climate risk  resource  food security  agriculture  global  adaptation  ecosystem services  climate change  environmental economics physical-science-and-engineering environmental-science-and-sustainability

authentication  identity management  s/sl programming language  subnetwork  Google Cloud Platform  security  Cloud Computing  cloud computing security  Cloud Platforms  Secure Sockets Layer (SSL) information-technology cloud-computing

3D Printing  Electrical Engineering  Computer Programming  Mechanical Engineering  arduino  computer program  microcontroller  electronics  internet of things  robotics physical-science-and-engineering electrical-engineering

affordance  language  interpretive discussion  inquiry  Training  instructional design  relative change and difference  social presence theory  blend modes  teaching language-learning learning-english

information leakage  side-channel attack  cryptanalysis  entropy (information theory)  information theory  one-time pad  Cryptography  security  event (probability theory)  security through obscurity computer-science computer-security-and-networks

Python Programming  experience  Bivariate Analysis  Regression  Pandas  Writing  Data Analysis  regression variable selection  analytics  Human Learning data-science data-analysis

Sustainable Energy  Economics  energy  sustainability  Population  resource  Environmental Policy  Environmental Studies  climate change  Natural Resources physical-science-and-engineering environmental-science-and-sustainability

market segmentation  willingness to pay  Strategy  discounting  analysis  value-based pricing  pricing strategies  conjoint analysis  pricing  mental accounting business marketing

peer-to-peer  Payments  loan  Banking  peer-to-peer lending  FinTech  open banking  financial services  Finance  payment systems business leadership-and-management

kill (command)  death  autoimmune disease  biochemistry  genetics  Cancer  immune system  immunology  biology  assay life-sciences basic-science

relational database management system  mysql  relational database  SQL  oracle sql developer  Data Science  Databases  unique key  project  SQL Server computer-science software-development

analysis  Apache Spark  SQL  Big Data Analytics  analytics  Big Data  knime  Apache  neo4j  Apache Hadoop data-science data-analysis

user interface design  Computer Programming  full cycle  Mobile Development  iOS Development  language  Software Engineering  Swift Programming  software development kits  software computer-science mobile-and-web-development

game programming  linked list  c sharp (programming language)  breadth-first search  object pool pattern  minimax  depth-first search  game design  video game development  ?-recursive function computer-science software-development

matrix multiplication  Continuous Function  matrices  euler's totient function  derivative  analysis  function of a real variable  Economic Analysis  Economic Models  financial modeling business business-essentials

map projections  ArcGIS  arcmap  software  Mapping  digitizing  Map  gis software  Scaling  Geographic Information System physical-science-and-engineering environmental-science-and-sustainability

numbers (spreadsheet)  law  opinion  consent  Switches  modeling  personally identifiable information  data protection  privacy  telephone number social-sciences law

Student's t-Distribution  Data Analysis  english language  home directory  must  data structure alignment  c++  project mine  organizing (management)  home social-sciences education

ageing  peering  Critical Thinking  education  com file  english language  adaptation  linguistics  process  teaching social-sciences education

hiv  gonorrhea  patient  medication  p-rep  prevention  sexual health  health assessment  sex  post-exposure prophylaxis life-sciences patient-care

investment  asset management  investment decisions  Investment Management  portfolio optimization  financial markets  Leadership and Management  Finance  asset  market (economics) business finance

Demand Forecasting  Microsoft Excel  Forecasting  Demand Planning  Supply Chain Planning  Operations Management  demand  supply chain  chaining  Planning business business-strategy

Human Learning  bias  elections  Leadership and Management  thought  failure  there are known knowns  time management  system u  interview arts-and-humanities history

document object model  syntax  HTML5  interactivity  javascript syntax  Computer Programming  web  Web Development  html  Javascript computer-science mobile-and-web-development

english grammar  Writing  language  english language  perfect tenses  academic writing  punctuation  compounding  essay writing  grammar language-learning learning-english

evaluation  Computer Vision  analytics  Keras  Machine Learning  euler's totient function  iOS Development  Data Analysis  project  Software Testing data-science data-analysis

torque  real analysis  quantum mechanics  Geometry  lecture  Chemical Engineering  Electrical Engineering  theory of relativity  physics  energy physical-science-and-engineering electrical-engineering

Process Improvement  Strategy  General Statistics  Leadership and Management  process control  lean six sigma  six sigma  process  Trigonometric Integral  Operations Management business business-strategy

numbers (spreadsheet)  presentation  Marketing  target audience  usability  shareholders  software  opinion  organizing (management)  video design business marketing

mixed model  unit of observation  repeated measures design  Clinical Study Design  Missing Data  Statistical Tests  sample size determination  statistical unit  Statistical Power  longitudinal study data-science probability-and-statistics

analysis  front and back ends  ordered pair  project  Tensorflow  modeling  statistical classification  Artificial Neural Networks  sentiment analysis  project mine data-science machine-learning

Network Security  subdivision surface  math and logic  directory structure  file system  logic gate  english language  Computer Networking  command-line interface  creative writing information-technology support-and-operations

discrimination  analysis  the feminists  Culture  social justice  history  feminist history  rape  justice  Critical Thinking arts-and-humanities history

Writing  process  email writing  principle  leadership  engineering management  public speaking  concision  Communication  email business leadership-and-management

Geometry  observation  process  Experiment  computational chemistry  Chemical Engineering  chemistry  acid  energy  chemistry experiments physical-science-and-engineering chemistry

Software Security  Scanning  penetration test  security  cross-site scripting  posture  Network Security  security information and event management  packet analyzer  threat information-technology security

key management  public-key cryptography  public key infrastructure  network management  symmetric-key algorithm  security  security modes  Security Design  network access control  encryption information-technology security

Planning  marketing mix  marketing strategy  brand  Marketing Management  Strategy  Marketing  Leadership and Management  marketing plan  market (economics) business marketing

Databases  QGIS  Geographic Information System  Spatial Data Analysis  Spatial Analysis  Data Analysis  Spatial Databases  analysis  Leadership and Management  Big Data data-science data-analysis

Big Data  manufacturing process management  internet of things  Cloud Computing  process  Process Analysis  Leadership and Management  Data Analysis  analysis  Manufacturing Processes physical-science-and-engineering mechanical-engineering

Statistical Tests  p-value  Data Analysis  General Statistics  Correlation And Dependence  Square (Algebra)  analysis of variance  Python Programming  analysis  statistical hypothesis testing data-science data-analysis

e-nable  head-up display  video game development  augmented reality  Computer Programming  version control  recursively enumerable set  software  game design  Software Engineering computer-science software-development

simulation  pandemics  Experiment  pandemic  Machine Learning  euler's totient function  Differential Equations  modeling  experience  Python Programming data-science machine-learning

health care  public health  logical framework approach  Impact Assessment  recommender systems  evaluation  Social Psychology  Needs Assessment  reason  principle life-sciences public-health

project mine  project  system f  recommender systems  Machine Learning  Data Science  cleaning  Training  evaluation  Collaboration data-science machine-learning

Clinical Study Design  ordered pair  iteration  Autodesk  Mechanical Engineering  topology optimization  materials  Continuous Function  generative design  Geometry physical-science-and-engineering mechanical-engineering

version control  internet of things  specification (technical standard)  ecosystems  ecosystem  home directory  out of the box (feature)  Android Development  internet  c dynamic memory allocation physical-science-and-engineering electrical-engineering

prison  death  h.e.a.r.  prisons  police  violence  evolution  ordered pair  abuse of power  law social-sciences governance-and-society

metropolis  physics experiments  globalize  fundraising  global  sustainability  Anthropology  smart city  sociology  Urban Planning social-sciences governance-and-society

biology  elbow  dermis  anatomy  musculoskeletal system  gland  upper limb  glands  ankle  integumentary system life-sciences basic-science

interest rate  interest  forward exchange rate  foreign exchange market  inflation  Policy Implementation  interbank lending market  monetary policy  Foreign Exchange  market (economics) social-sciences economics

relational database  Computer Programming  Application Development  euler's totient function  mongodb  Python Programming  project  Databases  display devices  application programming interfaces computer-science software-development

Computer Programming  analysis  Python Programming  Statistical Analysis  General Statistics  Numpy  Data Visualization  python libraries  probability  Data Analysis data-science data-analysis

analytics  hive  Big Data Analytics  Apache  Big Data  Leadership and Management  SQL  analysis  Data Analysis  Databases data-science data-analysis

Microsoft Excel  Planning  project  supply chain  Hospital Management  presentation  spreadsheet  Business  Data Analysis  analysis business business-strategy

SQL  HTML5  mysql  database management systems  Database Design  relational database  table (database)  Accuracy And Precision  Databases  data retrieval information-technology data-management

Writing  english language  editing  english grammar  language  academic writing  grammar  Civil Engineering  punctuation  Communication language-learning learning-english

Planning  Risk Management  Communication  Leadership and Management  change control  project risk management  Risk  Change Management  project  Project Management business leadership-and-management

sports  interview  Strategy  market (economics)  c-ross  business marketing  global marketing  Innovation  Marketing  viral marketing business marketing

build operate transfer  publish subscribe pattern  spring framework  spring  microservices  Google Cloud Platform  Cloud Computing  Cloud Platforms  booting  Google App Engine computer-science software-development

stress  Civil Engineering  structural analysis  materials  Carpentry  Mechanical Engineering  beam robotics  Bridge Engineering  mecha  Railroad Engineering physical-science-and-engineering mechanical-engineering

leadership  education  diversity training  Communication  pedagogy  Leadership and Management  stock  resource management  Leadership Development  rethinking personal-development personal-development

best interests  Marketing  social skills  Influencing  Leadership and Management  Communication  influencer marketing  charisma  leadership  persuasion business business-essentials

nutrition  animal  behavior  animal behavior  safety  food safety  animal health  Leadership and Management  disease  livestock life-sciences animal-health

dental materials  orthodontics  dentistry  restorative dentistry  3D Printing  digital dentistry  dental technician  materials  dental cement  biomaterials life-sciences basic-science

workspace  leverage (finance)  analytics  enabling  data-informed decision-making  e-nable  Planning  Accounting  business analytics  euler's totient function business business-strategy

cell culture  body fluids  nanoparticles  biogenesis  flow cytometry  nanoparticle tracking analysis  Sample Preparation  lipid  nanoparticle  protein life-sciences basic-science

Python Programming  Computer Programming  euler's totient function  video game development  game programming  display devices  while loop  c programming  c++  pygame computer-science software-development

tableau software  Data Visualization  semantics  graphical model  d3.js  entry point  Information Visualization  graphs  encodings  categorization information-technology data-management

disease  sanitation  global  health policy  health system  mental health  climate change  public health  reproductive health  non-communicable disease life-sciences public-health

history  analysis  reading (process)  observation  health  bible  rescue  augmented assignment  holocaust  kill (command) arts-and-humanities history

statistical classification  psychology  validity (statistics)  psychological testing  Child Psychology  interpersonal communication  psychometrics  testing reliability  ideogram  interpretation personal-development personal-development

password  cryptocurrency  BlockChain  password managers  authentication  physical security  multi-factor authentication  multisignature  security  openfabrics alliance information-technology security

disease  Epidemiology  reproduction  vaccination  mathematical model  Epidemics  infection  mathematical modelling of infectious disease  epidemic  infectious diseases life-sciences public-health

art  observational astronomy  astrology  architecture  Geology  Archeology  history  religion  astronomy  Art History physical-science-and-engineering physics-and-astronomy

government debt  consumer debt  corporate bond  stock  debt  financial literacy  household debt  leverage (finance)  personal finance  Finance business finance

Human Computer Interaction  Design Effect  User Experience  test design  brainstorming  interfaces  User Experience Design  storyboarding  interaction design  persona (user experience) computer-science design-and-product

terrorism  war  conquesting  history  violence  psychological manipulation  military  Anthropology  scientific management  paradox social-sciences governance-and-society

User Experience  web  Strategy  architecture  persona (user experience)  information architecture  User Research  Web Design  site map  experience arts-and-humanities music-and-art

Criminal Justice  police  forensic psychology  justice  psychology  behavior  death  crime  law  serial killer social-sciences law

project  responsive web design  pixel  interactivity  web  pollution  Computer Graphics  Web Design  Machine Learning  flow network computer-science design-and-product

social justice  thought  analysis  history  Critical Thinking  deliberation  philosophy  power politics  justice  political science social-sciences governance-and-society

Apache Spark  SQL  adjacency list  Apache Hadoop  window function  Apache  Python Programming  hive  Apache Hive  Big Data data-science data-analysis

creative writing  Human Learning  interview  Communication  experience  career  presentation  Writing  organizing (management)  Leadership and Management personal-development personal-development

Creativity  presentation  Writing  Communication  self-confidence  Business Writing  Business Presentations  speech  public speaking  confidence business business-essentials

certainty  public lecture  teaching  language  sociolinguistics  process  english grammar  opinion  linguistics  english language language-learning learning-english

Geographic Information System  remote sensing  analysis  Geospatial Analysis  geoprocessing  Map  Spatial Analysis  ArcGIS  Cartography  Data Analysis data-science data-analysis

human voice  grammar  autodesk revit architecture  english grammar  smalltalk  Language Learning  chinese language  learning how to learn  Autodesk  english language language-learning learning-english

modeling  Databases  data retrieval  analysis  Data Analysis  SQL  mysql  Data Model  sqlite  join (sql) data-science data-analysis

display devices  optics algorithm  high-resolution scheme  materials  computer monitor  homework  oled  electronics  Electrical Engineering  liquid crystal displays physical-science-and-engineering electrical-engineering

scope (project management)  project planning  Planning  Leadership and Management  project  project charter  conflict resolution  project plan  Communication  Project Management business leadership-and-management

evaluation  bible  sex  sign  music  history of ideas  analysis  icm registry  art  religion arts-and-humanities philosophy

digital strategy  modeling  enterprise system  Innovation  cost of operation  open innovation  Strategy  Leadership and Management  technology management  business technology management business business-strategy

file shortcut  Loss Function  Chi-Squared Distribution  euler's totient function  Keras  Vector Spaces  One-Shot Learning  Machine Learning  Training  Tensorflow data-science machine-learning

password  user (computing)  Software Security  security  relative change and difference  Cloud Computing  digital signature  multi-factor authentication  javascript syntax  single sign-on computer-science computer-security-and-networks

Deep Learning  Regression  modeling  Early Stopping  Machine Learning  ordered pair  Random Forest  decision tree  Anomaly Detection  Autoencoder data-science machine-learning

modeling  Leadership and Management  benchmarking  career  brand  Brand Management  evaluation  self-assessment  organizing (management)  career development personal-development personal-development

anxiety  thought  Dependent And Independent Variables  arm  stress  process  family  police  active listening  psychology life-sciences psychology

hotel  advertising campaigns  Advertising  Digital Advertising  copywriting  audience  Digital Marketing  pay per click  Marketing  native advertising business marketing

at-will employment  information architecture  Business Solutions  leadership  Machine Learning  project  thought  evaluation  leverage (finance)  laddering business leadership-and-management

agricultural products  herbicide  Economics  farm  herbicides  pollution  Resource Conservation  agriculture  pesticides  Climate Policy social-sciences economics

Project Management  Leadership and Management  internal rate of return  net present value  present value  Construction Management  microsoft project  project  engineering management  Finance physical-science-and-engineering mechanical-engineering

stress  Autodesk  Mechanical Design  catia  computer-aided design  analysis  simulation  shape optimization  mathematical optimization  Mechanical Engineering physical-science-and-engineering mechanical-engineering

iso image  Creativity  digital single-lens reflex camera  digital photography  film  Camera Operation  photography  focal (hp-41)  Operations Management  adobe photoshop arts-and-humanities music-and-art

Android Development  software  Application Design  android studio  unit testing  security  integration testing  Software Engineering  vulnerability (computing)  Software Testing computer-science mobile-and-web-development

Finance  business plan  convertible bond  common stock  Venture Capital  Entrepreneurship  venture capital financing  investment  angel investor  sales presentation business entrepreneurship

Accounting  dbscan  Algorithms  data clustering algorithms  statistical classification  Support Vector Machine  Dimensionality Reduction  Test Set  gaussian process  Regression data-science data-analysis

user interface  experience design  User Research  evaluation  usability  User Experience  User Experience Design  experience  paper prototyping  user interface design computer-science design-and-product

Graphics Software  c dynamic memory allocation  workspace  image quality  inkscape  Computer Graphics  Stroke  euler's totient function  infographics  path (variable) computer-science design-and-product

federal reserve system  Public Policy Development  constitution  Policy Implementation  Public Service  civil society  project  political science  Economics  Russian social-sciences governance-and-society

Framing  Average  Pandas  Data Science  data file  Operations Management  python libraries  Python Programming  project mine  project data-science data-analysis

sap erp  c process control  Mechanical Engineering  Cabling  Welding  structural analysis  Mechanical Design  beam robotics  Civil Engineering  short time physical-science-and-engineering mechanical-engineering

methodology  Drama  language  Art History  Culture  history  Continuous Function  global  music  dissemination arts-and-humanities music-and-art

financial crisis  Economic Development  market (economics)  global financial crisis  global financial system  crisis  emerging markets  Economics  economy  Planning social-sciences economics

health for all  being in itself  Peer Review  focus group  community health  emergency medicine  health care  military  health system  awareness life-sciences patient-care

arrays  for loop  ordered pair  data type  while loop  iteration  sorting  project  null coalescing operator  numbers (spreadsheet) computer-science software-development

Kaggle  Collaboration  utility  Weighted Arithmetic Mean  Microsoft Excel  recommender systems  Human Learning  relative change and difference  Writing  lecture data-science machine-learning

Accounting  Data Science  positive psychology  parenting  monster  confidence  r&d management  parent  video game development  english language social-sciences education

data security  inventory control  enterprise resource planning  manufacturing process management  Leadership and Management  Resource Planning  Manufacturing Processes  process  chaining  supply chain physical-science-and-engineering mechanical-engineering

incentive  Strategy  mathematical optimization  proactivity  reason  Leadership and Management  patient  analysis  Planning  evaluation life-sciences healthcare-management

dnas  DNA  experience  natural selection  Gene Regulation  sexual selection  gene  protein  species  evolution life-sciences basic-science

asset  social media marketing  Digital Marketing  art  Digital Advertising  creative brief  Social Media  Advertising  Marketing  project management certification business marketing

Google Cloud Platform  denial-of-service attacks  vulnerability (computing)  Cloud Computing  Cloud Platforms  Software Security  uniform resource locator  cloud computing security  key (cryptography)  security information-technology cloud-computing

syntax  Computer Programming  Rowing  language  enabling  euler's totient function  concatenation  software bug  approximation error  restructuring data-science data-analysis

malware  email  ordered pair  Leadership and Management  security  table of keyboard shortcuts  domain name system  integration testing  internet  sorting computer-science computer-security-and-networks

aromatherapy  therapy  healing  functional medicine  reiki  scope of practice  ayurveda  naturopathy  medicine  Chinese Medicine life-sciences patient-care

Microsoft Excel  Statistical Dispersion  sample size determination  Frequency Distribution  Confidence Interval  Decision Making  analysis  General Statistics  Data Analysis  Statistical Analysis business business-essentials

Poetry Writing  philosophy  intellectual  literary theory  Writing  history  Art History  history of ideas  art  Critical Thinking arts-and-humanities philosophy

interfaces  Data Science  terminal emulators  java annotation  c programming  c++  shell script  unix  Python Programming  command-line interface computer-science software-development

project management certification  content marketing  advertising campaigns  Social Media  social media marketing  Project Management  Digital Marketing  measurement  mathematical optimization  Marketing business marketing

vaccines  Epidemics  health system  public health  ebola  quarantine  epidemic  disease  vaccine  patient life-sciences public-health

alpha beta pruning  Machine Learning  Support Vector Machine  Network Model  decision tree  hyperparameter  models of computation  Gradient Boosting  Network Architecture  Artificial Neural Networks data-science machine-learning

Hospital Management  nursing  health  midwifery  health care  Patient Care  pediatrics  nursing education  patient  nurse practitioner life-sciences healthcare-management

physics  Deep Learning  tracking system  Bayesian  Machine Learning  gaussian process  energy  Bayesian Optimization  mathematical optimization  Experiment computer-science algorithms

Random Forest  Risk  hazard function  Survival Analysis  euler's totient function  prognostics  General Statistics  decision tree  analysis  modeling data-science machine-learning

Artificial Neural Networks  Autoencoder  Tensorflow  signal processing  image noise  lossy compression  Python Programming  noise reduction  lambda calculus  noise data-science machine-learning

ionizing radiation  medical imaging  radiation therapy  beam robotics  dosing  physics  cyclotron  Cancer  therapy  medical physics life-sciences research

art  Interior Design  Fiction Writing  language  creative writing  Short Story Writing  Video Production  Trigonometric Integral  Writing  music arts-and-humanities music-and-art

Greenhouse Gas  semigroup action  food choice  Urban Planning  Civil Engineering  climate change  environmental communication  sustainability  adaptation  Energy Consumption physical-science-and-engineering environmental-science-and-sustainability

Outlier  Regression Analysis  verification and validation  General Statistics  regression modeling  Type I And Type Ii Errors  statistical hypothesis testing  influential observation  Regression  pro*c data-science data-analysis

modeling  process  Databases  user requirements document  associative entity  documents  Database Design  modal logic  software design description  relational model information-technology data-management

inner ear  otorhinolaryngology  hair care  hearing  hearing loss  tinnitus  h.e.a.r.  cochlear implant  anatomy  medicine life-sciences patient-care

language  Population  measurement  resource  Strategy  lesson plan  methodology  family  Peer Review  ordered pair social-sciences education

forward error correction  Chain Rule  noise  mutual information  markov chain  Random Variable  entropy (information theory)  memorylessness  information theory  coding theory math-and-logic math-and-logic

Product Development  Planning  Strategy  business plan  modeling  persona (user experience)  User Experience  project  presentation  Integral business business-strategy

Studentized Residual  Normal Distribution  General Statistics  Probability & Statistics  Bayes' Theorem  probability  Conditional Probability  Bayesian  probability theory  Probability Distribution data-science probability-and-statistics

value chain  global  market (economics)  chaining  global value chain  Strategy  economy  strategic alliances  foreign direct investment  first-mover advantage business business-strategy

Scikit-Learn  project  preprocessor  Python Programming  Machine Learning  Artificial Neural Networks  linearity  Autoencoder  variance  Dimensionality Reduction data-science machine-learning

Sales  Proofreading  Writing  email  Deep Learning  english language  Business Writing  Business Communication  interview  email writing language-learning learning-english

architectural design  p-rep  autodesk revit architecture  autocad architecture  architecture  Construction Management  building information modeling  Autodesk  architectural rendering  test preparation physical-science-and-engineering mechanical-engineering

customer analytics  product forecasting  choice modelling  Market Analysis  market value  consumer behaviour  Marketing  marketing mix modeling  market (economics)  Forecasting business marketing

Risk  Data Management  Data Science  project  Communication  Data Analysis  Leadership and Management  team management  analysis  decision management business leadership-and-management

patient  public health informatics  public health  health system  health informatics  Specialty Care  health care  fee-for-service  health information technology  information exchange life-sciences healthcare-management

Cryptography  proof-of-stake  public-key cryptography  key management  cryptocurrency  proof-of-work system  BlockChain  ordered pair  asset  recursively enumerable set information-technology security

language  grammar  Human Learning  english grammar  Social Psychology  english language  adjective  apposition  reason  Algebra language-learning learning-english

physics engine  ordered pair  physics  Javascript  java (software platform)  mobile app  creative coding  Computer Programming  porting  game engine computer-science software-development

Communication  presentation  software  presentation (software)  Chart  Data Visualization  Data Documentation  project mine  use case  project data-science data-analysis

health policy  health system  public health  health services research  global  disease  Impact Assessment  recommender systems  health impact assessment  enabling life-sciences public-health

interpretation  Polynomial  analysis  Algorithms  Continuous Function  Canonical Basis  little b (programming language)  ternary conditional operator  .bit  null coalescing operator data-science data-analysis

Taxes  present value  Accounting  Cost Accounting  cash flow  business analytics  flow network  inflation  net present value  investment business finance

balance sheet  income  financial ratio  external financing  pro forma  Sales  sustainable growth rate  Finance  financial statement  financial plan business finance

gameplay  lucas lehmer primality test  virtual reality games  storyboarding  Virtual Reality  game testing  game design  augmented reality  interaction design  mixed reality computer-science design-and-product

language  Creativity  creative writing  Poetry Writing  thought  Writing  visual effects  music  Human Learning  line wrap and word wrap arts-and-humanities music-and-art

basic programming language  language  Computer Programming  computer program  Programming Principles  Problem Solving  python syntax and semantics  syntax  Python Programming  semantics computer-science software-development

health system  health care  education  training and development  Professional Development  Policy Development  continuing education  Strategy  public health  Leadership and Management life-sciences public-health

job attitude  Writing  career  r&d management  motivation  Planning  Resume Screening  career development  english language  interview personal-development personal-development

observer pattern  java annotation  html  interfaces  anchoring  web  user story  front and back ends  web application  application programming interfaces business entrepreneurship

General Statistics  information engineering  Exploratory Data Analysis  analysis  Python Programming  Data Science  Bioinformatics  p-value  Machine Learning  Data Analysis data-science data-analysis

saving  project  probability density function  project mine  entry point  Student's t-Distribution  analysis  three-dimensional graph  portable document format  graphs data-science data-analysis

nursing  pandemics  vaccine  Communication  Epidemiology  symptoms  contact tracing  Vaccine Development  public health  euler's totient function life-sciences public-health

Planning  Leadership and Management  strategic thinking  strategic planning  Strategic Development  thought  Strategy  strategy implementation  Project Management  project business business-strategy

bible  Drama  gena  Comedy  Short Story Writing  history  Cartooning  atila  art  noreen arts-and-humanities history

Numpy  linearity  Principal Component Analysis  Linear Algebra  Projection Matrix  Python Programming  matrices  analysis  Computer Programming  Algebra data-science machine-learning

peering  conditional loop  voting  teaching method  debugging  do while loop  control flow  interactivity  relative change and difference  resource social-sciences education

intellectual property  leadership  chief executive officer  enabling  Innovation  Collaboration  smart contract  cryptocurrency  BlockChain  Business Modeling business business-essentials

pro forma  bookkeeping  Mergers & Acquisitions  Decision Making  i-message  income statement  break-even (economics)  financial statement  Accounting  futures contract business business-essentials

euler's totient function  class (computer programming)  c++  inventory  java (software platform)  objective-c  source code  ordered pair  Continuous Function  class variable computer-science software-development

Map  categorization  project  running  analysis  euler's totient function  Communication  interactivity  community building  network theory data-science data-analysis

case fatality rate  health economics  health system  epidemic  preparedness  emerging infectious disease  Epidemics  emergency management  public health  outbreak life-sciences public-health

Estimation  real options  market (economics)  Finance  expected return  systematic risk  weighted average cost of capital  asset  investment  real options valuation business finance

hygiene  infection  prevention  antibiotic  home directory  nursing  antibiotics  nursing homes  hand  infection control life-sciences public-health

facial  Computer Vision  Tensorflow  opencv  Convolutional Neural Network  face recognition  Artificial Neural Networks  Keras  flask  facial expression data-science machine-learning

stress  Russian  memory  language  english language  real estate broker  Language Learning  korean language  materials  r&d management language-learning other-languages

modeling  natural language  Python Programming  Natural Language Processing  analysis  language  Data Analysis  Machine Learning  Confusion Matrix  sentiment analysis data-science machine-learning

Social Media  social media marketing  use case  Advertising  software  project  Chart  content creation  web  Spreadsheet Software business marketing

market (economics)  leadership  entrepreneurial leadership  product/market fit  analysis  Entrepreneurship  Innovation  value proposition  Market Analysis  proposition business entrepreneurship

model-based systems engineering  Mechatronics  methodology  systems modeling language  evaluation  Mechanical Engineering  manufacturing process management  process  systems engineering  model-based definition physical-science-and-engineering mechanical-engineering

Change Management  human error assessment and reduction technique  organizational chart  Storytelling  coercion  deception  Influencing  leadership  Communication  Leadership and Management business leadership-and-management

icm registry  Finance  Planning  Risk Management  investment  budget  financial plan  personal advertisement  Leadership and Management  Risk business finance

limited liability  shareholders  Behavioral Economics  annual report  corporate governance  ethics  Audit  corporate bond  Accounting  Leadership and Management business business-essentials

Strategy  Communication  business analytics  analytics  analysis  presentation  Data Analysis  graphs  measurement  Data Visualization data-science data-analysis

sports  crisis  Marketing  press release  marketing strategy  Communication  Strategy  Leadership and Management  loyalty program  sport communication business marketing

Culture  personality  authority  cross-cultural communication  nonverbal communication  Negotiation  conflict resolution  cultural intelligence  Communication  middle east business leadership-and-management

exergy  microgrid  Stoichiometry  battery management system  quantization (signal processing)  aging processes  electronics  Leadership and Management  electric vehicles  energy physical-science-and-engineering electrical-engineering

Probability Distribution  Probability & Statistics  Studentized Residual  General Statistics  statistical hypothesis testing  hypothesis  p-value  hypothesis testing  monte carlo method  probability data-science probability-and-statistics

process  Professional Development  self-awareness  cognitive strategy  evaluation  social cognitive theory  leadership style  self-reflection  self-help  leadership business leadership-and-management

social entrepreneurship  Strategy  modeling  agricultural marketing  Entrepreneurship  social business model  empathy  social support  project team  microfinance business entrepreneurship

measurement  evaluation  Machine Learning  a/b testing  euler's totient function  decision support system  matching  Mean Reciprocal Rank  performance  recommender systems data-science machine-learning

lecture  analytics  Marketing  Studentized Residual  probability  evaluation  Market Analysis  value of information  Probability Distribution  likelihood function business marketing

project  presentation  english language  Finance  gantt chart  show me!  Chart  documents  saving  Software Engineering business finance

meditation  psychology  mental health  pain management  mindfulness  anxiety  functional medicine  patient  ayurveda  guided meditation life-sciences research

Cisco  privacy  incident management  cyber security standards  broadcasting (networking)  data security  security  cybercrime  digital forensics  keystroke logging information-technology security

Human Learning  Critical Thinking  physics  Civil Engineering  analysis  hydraulics  Mechanical Engineering  c dynamic memory allocation  Problem Solving  static analysis physical-science-and-engineering mechanical-engineering

Strategy  environmental economics  sustainability  sustainable business  economy  carbon offset  Economics  green economy  economics of sustainability  Green Strategy physical-science-and-engineering environmental-science-and-sustainability

medical error  safety  healthcare quality  Leadership and Management  leadership  patient safety  health care  patient  hazard analysis and critical control points  measurement life-sciences healthcare-management

marketing communications  promotional mix  pricing  Communication  Marketing  Channel Management  marketing strategy  marketing mix  Strategy  Trade Marketing business marketing

everyday life  interactivity  computer facial animation  computer animation  Virtual Reality  skeletal animation  motion capture  blushing  facial expression  experience computer-science design-and-product

financial markets  crisis  financial system  Risk  market (economics)  global  global financial system  global financial crisis  financial crisis  Finance social-sciences economics

motivation  Collaboration  relative change and difference  climate change  ordered pair  worm's-eye view  global  experience  history  interact social-sciences governance-and-society

machine translation  Artificial Neural Networks  Log-Linear Model  statistical machine translation  language model  neural machine translation  beam search  translation  Natural Language Processing  n-gram data-science machine-learning

Risk  Leadership and Management  Software Engineering  Planning  project  Risk Management  software  Agile Software Development  Estimation  agile management computer-science software-development

evaluation  streams  design pattern  scala programming  functional design  Computer Programming  reactive programming  lazy evaluation  functional programming  monad (functional programming) computer-science software-development

internet  software  internet of things  information technology architecture  capgemini  non-functional requirement  architecture  software requirements  Software Architecture  architectural pattern computer-science software-development

Strategy  market (economics)  corporate bond  trade-off  competitiveness  motivation  strategic planning  organizational structure  organization design  organizational chart business business-strategy

law  deradicalization  violent extremism  terrorism  mental health  crime  violence  counter-terrorism  police  prisons social-sciences governance-and-society

internet of things  internet  debuggers  computer multitasking  embedded c  home automation  Software Engineering  real-time operating systems  device drivers  programming tool computer-science computer-security-and-networks

design pattern  paper prototyping  Commercial Design  user interface  interaction design  interaction design pattern  User Experience  interfaces  usability  user interface design computer-science design-and-product

international law  Leadership and Management  policy analysis  resource  resource management  analysis  law  water resource management  international relations  Watershed Management social-sciences governance-and-society

customer satisfaction  energy  Leadership and Management  renewable energy  Energy Efficiency  Electrical Engineering  generation  utility  microgrid  smart grid physical-science-and-engineering environmental-science-and-sustainability

Human Learning  Planning  climate change  Economics  analysis  sustainability  Sustainable Energy  Economic Development  Environmental Protection  energy physical-science-and-engineering environmental-science-and-sustainability

modeling  ipv6 address  domain name system  wireless networking  Cloud Computing  wireless  Network Model  network layer  Computer Networking  ipv4 information-technology networking

Cloud Platforms  Google Cloud Platform  Cloud Computing  network service  Planning  network management  network planning and design  network monitoring  Network Analysis  Leadership and Management information-technology networking

differentiated instruction  project  schedule  project mine  online learning  anxiety  Online Machine Learning  Accounting  c dynamic memory allocation  student fee social-sciences education

child development  family therapy  protective factor  war  psychological first aid  child  neurobiology  Resilience  youth  psychological trauma life-sciences psychology

crime  externality  intellectual property  Economics  law  resource  .properties  Payments  cost  legal liability social-sciences law

crisis  Banking  Finance  shadow banking system  economy  Economics  market (economics)  global  money market  shadow banning social-sciences economics

consensus (computer science)  financial markets  security  FinTech  Entrepreneurship  entry point  BlockChain  consensus decision-making  financial system  proof-of-stake business finance

bacteria  protein  molecular biology  biology  gene  genetics  metabolism  DNA  molecular genetics  biochemistry life-sciences basic-science

super-resolution imaging  Loss Function  Artificial Neural Networks  front and back ends  Machine Learning  Autoencoder  image resolution  Tensorflow  Keras  Python Programming data-science machine-learning

differentiated instruction  fundraising  Negotiation  instructional design  education  history  teaching  resource  augmented assignment  sex social-sciences education

visual communication  Data Visualization  analytics  Business Analysis  Microsoft Excel  business analytics  Communication  analysis  Digital Marketing  Data Analysis business leadership-and-management

ecology  ecosystems  thought  biology  biodiversity  conservation biology  systems thinking  ecosystem  Wildlife Conservation  Population life-sciences basic-science

Marketing  Writing  content strategy  Marketing Content Development  content marketing  Marketing Copy  Strategy  Content Development  Leadership and Management  marketing strategy business marketing

touchpoint  Product Management  analytics  user story  scrum (software development)  Leadership and Management  usability  java annotation  usability testing  agile management computer-science design-and-product

Sales Strategy  Marketing  sales management  Retail Channel  Sales  Leadership and Management  Strategy  strategic planning  market (economics)  Marketing Management business business-strategy

inequality (mathematics)  lecture  approximation error  measurement  modulo operation  photogrammetry  ternary conditional operator  entry point  null coalescing operator  pixel computer-science design-and-product

PostgreSQL  unique key  euler's totient function  mysql  transact-sql  SQL  relational database  stored procedure  Databases  sql server management studio computer-science software-development

B2B Marketing  Innovation  Marketing  global marketing  analysis  business marketing  Studentized Residual  b2b e-commerce  B2B Sales  market (economics) business marketing

weighted average cost of capital  corporate bond  Finance  financial statement  Innovation  sales presentation  Entrepreneurship  return on investment  net present value  investment business entrepreneurship

convolution  Artificial Neural Networks  project mine  ordered pair  project  materials  Tensorflow  Convolutional Neural Network  series a round  Deep Learning data-science machine-learning

web  Javascript  responsive web design  html  website wireframe  Web Design  Web Development  CSS  HTML5  bootstrap (front-end framework) computer-science mobile-and-web-development

Biostatistics  genomics  biomart  genetics  molecular biology  bioconductor  analysis  Bioinformatics  computational biology  biopython data-science data-analysis

ordered pair  General Statistics  odds  delta method  exact test  statistical hypothesis testing  Biostatistics  mathematical statistics  odds ratio  booting data-science probability-and-statistics

Culture  astronomy  interpretation  euler's totient function  organizing (management)  modeling  dwelling  history  Archeology  fortification arts-and-humanities history

Computer Graphics  user interface  design pattern  user interface design  java annotation  Graphic Design  User Experience  interfaces  Visual Design  experience arts-and-humanities music-and-art

ordered pair  axosoft  interactivity  reusability  project  Printer Repair  Gradient  Vowpal Wabbit  music  rstudio computer-science design-and-product

dnas  Machine Learning  DNA  Reinforcement Learning  R Programming  project  dna sequencing  Data Analysis  Computer Programming  biopython data-science data-analysis

requirements engineering  repertory grid  software requirements  knowledge bases  interview  requirements elicitation  storyboarding  composite artifact colors  software development process  metamodeling computer-science software-development

Financial Analysis  Accounting  income  income statement  balance sheet  Finance  analysis  flow network  financial statement  financial ratio business business-essentials

Economics  Economic Development  Russian  financial crisis of 2007 08  financial crisis  market (economics)  international relations  economy  crisis  Economic Policy social-sciences economics

Software Architecture  software design  security  Software Testing  Software Engineering  interfaces  low-level design  software  specification (technical standard)  software development process computer-science software-development

phenomenon  Carpentry  Strategy  interest  facilitation  principle  show me!  internet of things  discipline  pedagogy personal-development personal-development

history  list of public corporations by market capitalization  experience  leadership  Communication  sources  Innovation  self-awareness  Resilience  facilitation business leadership-and-management

risk assessment  process  seeks  resource  relative change and difference  maturity models  security  employment  crime  Studentized Residual social-sciences governance-and-society

market (economics)  project  Planning  Sales  sustainability  top-down and bottom-up design  Entrepreneurship  Innovation  economy  value proposition business leadership-and-management

service layer  smart city  city management  energy  Planning  internet of things  Urban Planning  digitizing  Energy Systems  Leadership and Management social-sciences governance-and-society

psychology  sports analytics  history  Anthropology  Social Psychology  exercise  sociology  sports  sports law  persuasion social-sciences governance-and-society

Principal Component Analysis  gene  analysis  biology  Network Analysis  computational model  hierarchical clustering  molecular biology  data clustering algorithms  systems biology life-sciences basic-science

experience  Collaboration  historical reenactment  Map  resource  target audience  history  case study  evaluation  art arts-and-humanities history

Natural Language Processing  speech recognition  memory  Long Short-Term Memory  language  named-entity recognition  term (time)  natural language  modeling  Deep Learning data-science machine-learning

measurement  Risk  Autoregressive Conditional Heteroskedasticity  Portfolio Construction  General Statistics  analysis  Python Programming  expected return  Correlation And Dependence  covariance business finance

timeboxing  facial recognition system  knowledge acquisition  bioperl  knowledge level  paraview  access structure  digital preservation  coroutine  face recognition data-science machine-learning

Data Visualization  visualization library  Heat Map  Statistical Graphics  Machine Learning  Python Programming  Data Analysis  analysis  Chart  Exploratory Data Analysis data-science machine-learning

piano  guitar  harmony  acoustics  Poetry Writing  Scaling  chord  human voice  music  sound arts-and-humanities music-and-art

Sales  Media Training  Salesforce  Technical Recruiting  Training Procedures  Lead Qualification  Leadership and Management  Course Development  Training  holland codes business business-essentials

search algorithm  sorting  Java Programming  data compression  Data Structures  java (software platform)  Computer Programming  radix sort  Algorithms  graphs computer-science algorithms

goal setting  time management  Self-Motivation  personal advertisement  personal branding  Planning  Leadership and Management  self-awareness  social capital  leadership business leadership-and-management

Map  Geovisualization  Data Science  PyTorch  project  euler's totient function  project mine  Python Programming  Geostatistics  php data-science data-analysis

analysis  criticism  determinism  bias  virtue  ethics  Legal Solutions  privacy  Deep Learning  principle data-science machine-learning

trading  project  Finance  mathematical finance  business analytics  asset  mathematical optimization  Correlation And Dependence  diversification (finance)  matrices business finance

Computer Programming  outbreak  k-mer  dna sequencing  Data Structures  computational biology  assembly (programming)  graphs  genomics  Algorithms computer-science algorithms

sustainability  Supplier Selection  chaining  Supply Chain Strategy  Procurement  Operations Management  global  Leadership and Management  supply chain  supply chain management business business-strategy

persuasion  rhetoric  Machine Learning  video game development  emotions  gamification  sign  complex training  research methods  Survey Research social-sciences education

fundraising  law  volunteer management  public administration  Peer Review  leadership  performance  process  concept testing  Leadership and Management business leadership-and-management

credentialing  attack model  exit (system call)  tracking  web server  credential  sphere of influence  network service  tor (anonymity network)  Communication computer-science computer-security-and-networks

Digital Marketing  target audience  project  Social Media  search engine optimization  software technical review  internal audit  keyword research  copywriting  mathematical optimization business marketing

child  language  Bilingual  linguistics  sign language  neuropsychology  neurolinguistics  child development  language development  neuroscience life-sciences psychology

investment  Tf Idf  prior probability  measurement  sentiment analysis  market (economics)  Bag-Of-Words Model  graphs  Python Programming  text mining business finance

test data  Boosting (Machine Learning)  Training  source lines of code  Machine Learning  inequality (mathematics)  web  web service  Writing  Experiment data-science machine-learning

cost  Data Analysis  project  stock  Finance  average cost method  net present value  financial modeling  Average  Microsoft Excel business finance

brand  mathematical optimization  Algorithms  search algorithm  search engine optimization  keyword research  semantics  Marketing  history  Strategy business marketing

orchestration (computing)  i/o virtualization  health  architecture neutral distribution format  Cloud-Based Integration  Software Framework  System Programming  SQL  Cloud Engineering  multitier architecture information-technology cloud-computing

i-deas  User Experience  Human Computer Interaction  thought  Map  experience  interview  interaction design  persona (user experience)  User Research computer-science design-and-product

Leadership and Management  organizing (management)  Collaboration  project  Project Management  Accounting  budget  documents  Communication  schedule business leadership-and-management

euler's totient function  data item  Data Science  hive  Python Programming  Data Structures  Algorithms  Continuous Function  Computer Programming  Computer Science computer-science software-development

Calculus  digital signal processing  interpolation  Python Programming  Electrical Engineering  electronics  data transmission  microcontroller  signal processing  quantization (signal processing) physical-science-and-engineering electrical-engineering

Environmental Studies  plant  plantation  .properties  furniture  forest  resource  Civil Engineering  materials  Chemical Engineering physical-science-and-engineering environmental-science-and-sustainability

social accounting  Strategy  Leadership and Management  sustainability accounting  sustainability  technical support  Green Design  evaluation  stakeholder analysis  leadership business leadership-and-management

evaluation  thought  Adult Education  teaching method  education  pedagogy  child development  reflective practice  teaching  teacher training social-sciences education

data type  Writing  .properties  text corpus  digital signature  Computer Programming  project mine  numbers (spreadsheet)  project  concatenation computer-science mobile-and-web-development

R Programming  euler's totient function  language  analysis  Computer Programming  General Statistics  rstudio  Data Analysis  Problem Solving  github data-science data-analysis

microsoft project  Average  Project Management  Risk Management  project finance model  Leadership and Management  Risk  project  Construction Management  project governance physical-science-and-engineering mechanical-engineering

Benefits  telecommunications network  twin  digitizing  euler's totient function  use case  Product Development  integrated services  Cloud Computing  Human Learning information-technology data-management

quantum computing  constraint algorithm  finite volume method  quantum simulator  optics algorithm  quantum network  quantum entanglement  quantum teleportation  beam robotics  quantum mechanics physical-science-and-engineering physics-and-astronomy

human behavior  affordance  observational learning  case study  behavior  emergency medicine  modeling  interpretation  force fields  perception life-sciences public-health

materials  modeling  Degrees Of Freedom  beam robotics  behavior  lecture  analysis  Pressure Sensor  Welding  ordered pair physical-science-and-engineering mechanical-engineering

Prospecting  Business Strategy  Lead Qualification  Strategy  Marketing  hubspot  Sales  consumer behaviour  revenue  inbound marketing business business-strategy

Leadership and Management  security management  crime  Risk Management  terrorism  security  Risk  Intelligence Analysis  safety  risk assessment social-sciences governance-and-society

list comprehension  representational state transfer  application programming interfaces  Python Programming  Map  web api  api testing  web  json  Computer Programming computer-science software-development

cost  Accounting  fair value  inventory  Accounting Analysis  investment  asset  bad debt  Account Analysis  financial statement business business-essentials

Algorithms  leverage (finance)  arrays  documents  lookup table  mapreduce  mongodb  Python Programming  modeling  Machine Learning data-science data-analysis

Writing  BlockChain  Machine Learning  Python Programming  predictive modelling  Data Analysis  Microsoft Azure  Experiment  running  modeling data-science machine-learning

feed uri scheme  animal nutrition  animal  farm  Leadership and Management  reproduction  nutrition  disease  Disease Control  genetics life-sciences animal-health

automatic differentiation  Model Building  Gradient  Artificial Neural Networks  image segmentation  statistical classification  convolution  Machine Learning  Computer Vision  object detection information-technology cloud-computing

Human Learning  Convolutional Neural Network  convolution  Computer Vision  Tensorflow  Keras  Artificial Neural Networks  Deep Learning  Machine Learning  Computer Programming computer-science software-development

sensory analysis  philosophy  chemistry  flavor  food science  fish  food chemistry  analysis  grape  wine tasting personal-development personal-development

evolution  extremophile  physics  Solar Systems  origin of life  astrobiology  astronomy  fermi paradox  Geology  theory of relativity physical-science-and-engineering physics-and-astronomy

Software Testing  bash (unix shell)  complex text layout  systems architecture  unix  parsing  test automation  html  unix shells  shell script computer-science software-development

Factorial  s-box  network science  analysis  social network analysis  Databases  social network  computational social science  Mathematics  Network Analysis data-science data-analysis

Decision Making  financial statement  treasury stock  relative change and difference  Financial Accounting  Finance  bookkeeping  Accounting  accounts receivable  debits and credits business finance

healthy choice  plant nutrition  food processing  nutritional deficiencies  food science  nutrition  agriculture  food security  Food Packaging  sustainability life-sciences public-health

competition law  trademarks  law  Legal Writing  Procurement  subsidy  Intellectual Property Law  market (economics)  Business Law  intellectual property business business-essentials

Leadership and Management  self-assessment  conflict resolution  social skills  Negotiation  interact  Change Management  Communication  psychological concepts  self-awareness business business-essentials

Operations Management  debriefing  evaluation  hospital administrators  simulation  program management  Leadership and Management  pedagogy  ordered pair  methodology life-sciences healthcare-management

lesson plan  Strategy  photography  wait (system call)  lent  experience  ordered pair  optics algorithm  exhibitions  physics experiments physical-science-and-engineering physics-and-astronomy

media & citizenship  Aerospace Engineering  Civil Engineering  Mechanical Engineering  Geometry  beam robotics  physics  fluid mechanics  acoustics  Audio Engineering physical-science-and-engineering mechanical-engineering

project  Cloud Computing  interfaces  internet of things  Communication  modeling  application programming interfaces  linux on embedded systems  internet  web physical-science-and-engineering electrical-engineering

Medical Management  systems engineering  health informatics  health systems engineering  healthy building  Medical Billing  health  Healthcare Management  medical record  biomedical engineering life-sciences healthcare-management

agile management  cmos  project plan  Project Management  Leadership and Management  scrum (software development)  Planning  microsoft project  project planning  project business business-essentials

Communication  Leadership and Management  performance  sources  internet  social collaboration  communication planning  collaborative working environment  media sharing  project business business-essentials

multiclass classification  medical imaging  Computer Vision  medical diagnosis  Artificial Neural Networks  image segmentation  Machine Learning  evaluation  image processing  statistical classification data-science machine-learning

Web Development  html  Javascript  null coalescing operator  data type  ternary conditional operator  text editors  project  private network  modulo operation computer-science mobile-and-web-development

sparql  syntax  Databases  metadata  web page  Semantic Web  website architecture  web  html  triplestore data-science data-analysis

dental implant  biomaterials  dentist  digital dentistry  patient  Planning  Surgery  dentistry  orthodontics  dental prosthesis life-sciences basic-science

analysis  visual arts  photography  film  abuse of power  Art History  history  Creativity  art  arts and humanities arts-and-humanities music-and-art

Natural Language Processing  Pattern Recognition  Algorithms  Machine Learning  Topic Model  data clustering algorithms  Dimensionality Reduction  unsupervised learning  Feature Engineering  Outlier data-science machine-learning

cost benefit analysis  Clinical Trial  medical technology  evaluation  Trial Design  health care  health insurance  clinical trials  insurance  medical devices business finance

Business Communication  active listening  Communication  conflict resolution  workplace communication  communications management  Leadership and Management  nonverbal communication  peering  leadership business business-essentials

interactivity  Computer Programming  microsoft excel macro  microsoft excel vba  Project Management  microsoft project  microsoft access  usability  Microsoft Excel  visual basic computer-science algorithms

graph coloring  Hardware Design  trusted platform module  vulnerability (computing)  security  modular exponentiation  System Security  Cryptography  Systems Design  side-channel attack computer-science computer-security-and-networks

game engine  3d computer graphics  unreal engine  graphics hardware  Computer Graphics  three-dimensional graph  Virtual Reality  augmented reality  autodesk 3ds max  3d modeling computer-science design-and-product

language  needs analysis  english language  tutor  facilitation  korean language  pedagogy  teaching  Planning  lesson plan language-learning learning-english

modeling  Deep Learning  adversary model  Loss Control  generation  knowledge representation  experience  Generative Model  Training  PyTorch data-science machine-learning

project  copywriting  Digital Marketing  Social Media  google analytics  social media marketing  Business Analysis  analysis  Project Management  analytics data-science data-analysis

funds  law  Business Law  instrumentation (computer programming)  civic engagement  competition law  monetary policy  Average  level playing field  trading social-sciences governance-and-society

Finance  BlockChain  entry point  Benefits  modeling  ethereum  supply chain  FinTech  saving  leverage (finance) business finance

performance  modeling  project  Python Programming  evaluation  Regression Analysis  linearity  linear regression  Regression  Machine Learning data-science machine-learning

audience  Communication  project  Strategy  brand  Map  Computer Graphics  mind map  Graphic Design  utility business marketing

Document Classification  statistical classification  language  Machine Learning  Keras  Python Programming  convolution  Tensorflow  Word Embedding  Natural Language Processing data-science machine-learning

Algorithms  recommender systems  Leadership and Management  matrices  evaluation  Factorization  Human Learning  Machine Learning  Kaggle  tracking data-science machine-learning

Management Accounting  contribution margin  evaluation  cost  investment  Financial Accounting  Accounting  Leadership and Management  gross margin  Finance business finance

analysis  cognitive map  film  game design  Storytelling  ordered pair  Game Theory  history  video game development  video game developers arts-and-humanities music-and-art

chord  performance  sound  electronic music  gnu octave  ordered pair  music  piano  electronics  ableton arts-and-humanities music-and-art

3d modeling  CNC Machine  rendering (computer graphics)  computer-aided design  Autodesk  manufacturing process management  modeling  autocad  simulation  Mechanical Design physical-science-and-engineering mechanical-engineering

System Security  encryption  authorization certificate  authentication  extensibility  web browsers  security  public-key cryptography  access control  specification (technical standard) computer-science computer-security-and-networks

software metrics  software project management  scrum (software development)  Project Management  software  Leadership and Management  Software Engineering  software product management  project  Product Management computer-science design-and-product

robotics  command-line interface  ordered pair  bluetooth  internet  interfaces  display devices  Electrical Engineering  internet of things  c dynamic memory allocation physical-science-and-engineering electrical-engineering

randomization  clinical trials  research ethics  Clinical Trial Design  Trial Design  analysis  interpretation  clinical research  Clinical Trial  ethics life-sciences research

analysis  latex  piano  happiness  music  prior probability  opus (audio format)  rubygems  awe  Drama arts-and-humanities history

global  sustainability  biosphere  justice  green jobs  education  youth  Innovation  climate change  Economics social-sciences governance-and-society

wi-fi  bluetooth  wireless  mobile cloud computing  Communication  wireless networking  Cloud Computing  emerging technologies  internet of things  internet information-technology cloud-computing

astronomy  evolution  process  verse protocol  theory of relativity  astrobiology  physics  Solar Systems  satellite  energy physical-science-and-engineering physics-and-astronomy

moonlight  visual effects  interactive learning  system f  program evaluation and review technique  project  tostan  icarus project  simulation  meta learning computer-science software-development

leadership  Business Strategy  Strategic Analysis  Strategy  Leadership and Management  strategic thinking  analysis  competitiveness  modeling  strategic management business business-strategy

sources  biomedical engineering  translational medicine  health informatics  pharmacy technician  decision support system  analysis  pharmacy  Planning  nursing life-sciences health-informatics

kurtosis  Feature Engineering  Studentized Residual  Smoothing  k-means clustering  analysis  Summary Statistics  Box Plot  Outlier  Principal Component Analysis data-science data-analysis

Software Security  burp suite  hypertext transfer protocol  security  web application security  sql injection  penetration test  web application  web  internet security computer-science computer-security-and-networks

modeling  market (economics)  debugging  systems engineering  in-band signaling  internet of things  smart highway  i-deas  analysis  market segmentation computer-science design-and-product

consumer behaviour  basel iii  discrimination  supply and demand  price discrimination  demand  pricing  price elasticity of demand  market (economics)  economic rent business business-essentials

decision tree  Scikit-Learn  Random Forest  employment  Accuracy And Precision  statistical classification  randomness  project  forest  Python Programming data-science machine-learning

translational research  translation  observational study  Phases Of Clinical Research  health services research  clinical trials  clinical research  health policy  Laboratory Research  Clinical Trial life-sciences basic-science

numbers (spreadsheet)  analysis  presentation  financial statement  budget  balance sheet  Receiving  project  Finance  business analytics business finance

running  Databases  Project Management  Leadership and Management  sql server management studio  entry point  language  php  relational database  SQL computer-science software-development

virtual observatories  astronomy  sources  calcium  Mechanical Engineering  quantum mechanics  image formation  Average  observation  observational astronomy physical-science-and-engineering physics-and-astronomy

Collaboration  documents  jpeg  Writing  google analytics  home screen  project  Chart  doxing  c++ business business-essentials

porter's five forces analysis  capability analysis  competitiveness  Strategic Analysis  Strategy  competitor analysis  Business Analysis  analysis  swot analysis  Business Strategy business business-strategy

Proofreading  editing  Scientific Writing  academic writing  i-deas  Legal Writing  punctuation  slogan  Writing  curse of knowledge personal-development personal-development

linguistics  corpora  Natural Language Processing  stemming  radiology  matching  extract  regular expression  pragmatics  natural language data-science data-analysis

Mathematics  Tensorflow  event (computing)  virtual machine  c++  computer keyboards  boolean data type  Computer Programming  Virtual Reality  Factorial computer-science software-development

Cancer  physical therapy  physical activity  therapy  exercise  Planning  sports  Leadership and Management  risk factors  arthritis life-sciences patient-care

Econometrics  Instrumental Variable  principal stratification  marginal structural model  fixed effects model  modeling  Causal Inference  analysis  Estimation  regression discontinuity design data-science probability-and-statistics

Marketing  analysis  corporate bond  presales  consumption (economics)  Procurement  trading  Sales  supply chain  pricing business finance

Problem Solving  python syntax and semantics  turtle graphics  Computer Programming  language  Python Programming  semantics  for loop  basic programming language  syntax computer-science software-development

Strategic Analysis  Strategy  Business Strategy  strategic management  Marketing  competitiveness  Leadership and Management  analysis  diversification (marketing strategy)  stakeholder analysis business business-strategy

security token  cryptocurrency  enabling  BlockChain  smart contract  ethereum  Finance  identity management systems  double-entry bookkeeping system  financial services business business-strategy

Artificial Neural Networks  Machine Learning  image processing  Python Programming  Deep Learning  facial expression  Numpy  image segmentation  Tensorflow  back-end database data-science machine-learning

Logistic Regression  Machine Learning  supply chain  Regression Analysis  project mine  Python Programming  project  Computer Programming  Numpy  Regression data-science machine-learning

public float  project  Microsoft Excel  market (economics)  Finance  stock market  Weighting  stock  index  investment business finance

Machine Learning  ggplot2  linear regression  randomness  project  Finance  Random Forest  euler's totient function  R Programming  Microsoft Excel data-science data-analysis

patient  medicine  antimicrobial  herb-drug interactions  adaptogen  symptoms  canning  carminative  herbal  decoction life-sciences patient-care

Autodesk  autocad  Manufacturing Processes  mathematical optimization  Chemical Engineering  inequality (mathematics)  Mechanical Engineering  Computer Programming  entry point  computer-aided design physical-science-and-engineering mechanical-engineering

null coalescing operator  mcrl2  process  parallel process  ternary conditional operator  transition system  bisimulation  System V  modulo operation  wait (system call) computer-science software-development

ordered pair  Machine Learning  Big Data  Game Theory  privacy  transparency (human computer interaction)  ethics  Average  semigroup action  adversary model data-science data-analysis

schedule  Accounting  time management  project  Leadership and Management  html  Booking  maximization (psychology)  Business Operations  Operations Management business leadership-and-management

resource  Strategy  Planning  process  documents  seeks  Leadership and Management  Scientific Writing  iri (company)  evaluation personal-development personal-development

tree structure  lookup table  trie  Data Structures  tree traversal  Python Programming  ?-recursive function  euler's totient function  ordered pair  recursion computer-science software-development

opinion  target audience  Leadership and Management  usability  Accounting  pulse  employment  shareholders  personal advertisement  Human Resources business leadership-and-management

analysis  Market Analysis  utility  Data Mining  analytics  Social Media  social media measurement  media monitoring  social media analytics  consumer behaviour business marketing

Bayesian  nonparametric statistics  Feature Engineering  statistical hypothesis testing  Outlier  Machine Learning  Bayesian Statistics  estimation theory  Exploratory Data Analysis  Feature Scaling data-science machine-learning

eunuch  history  palace  middle east  Art History  organizing (management)  luxury goods  palaces  death  historiography arts-and-humanities history

jpeg  a/rose  Leadership and Management  user (computing)  bookkeeping  Accounting  application programming interfaces  recursively enumerable set  Electronic Discovery  javascript syntax computer-science computer-security-and-networks

capital budgeting  future value  net income  Accounting  financial statement  systematic risk  cash flow  effective interest rate  financial ratio  Finance business finance

interpretation  religion  translation studies  bible  organizing (management)  law  history  Booking  israel  scholar arts-and-humanities history

mobile application testing  learning tools interoperability  archimate  sakai (software)  learnability  Computer Vision  microprocessor  opms  application framework  computer accessibility computer-science software-development

functional testing  test case  reusability  test automation  data-driven testing  test data  Microsoft Excel  sources  externality  test design computer-science software-development

analysis  research methods  evaluation  Data Mining  digital image  medical writing  pathology  electronic health records  electronic health record  ontology (information science) data-science data-analysis

cognitive science  thought  Factorial  thought experiment  Experiment  cognition  Problem Solving  Machine Learning  automaton  evolutionary psychology computer-science algorithms

language  modeling  n-gram  named-entity recognition  Deep Learning  Human Learning  Tensorflow  natural language  Word2vec  Natural Language Processing data-science machine-learning

unreal engine  unity (user interface)  game programming  Computer Programming  game design  level design  user interface  interfaces  Android Development  video game development computer-science software-development

neuroscience  Neurological Injury  neurology  clinical neuroscience  neurological disorders  injury  Human Learning  physiology  anatomy  neurobiology life-sciences research

Student's t-Distribution  ordered pair  lesson plan  interactivity  variable (computer science)  laravel  Computer Programming  brainstorming  adobe air  display devices social-sciences education

evaluation  supply chain  Contract Management  Procurement  Supplier Evaluation  ethics  Strategy  supply chain analytics  Supplier Management  Leadership and Management business leadership-and-management

measurement  Chart  Bubble Chart  project  software  Communication  customer experience  Bar Chart  spreadsheet  Spreadsheet Software business business-essentials

decentralization  solidity  application programming interfaces  event (computing)  Javascript  test-driven development  ethereum  peer-to-peer  smart contract  BlockChain computer-science software-development

quantitative easing  monetary policy  fiscal policy  government budget balance  tax revenue  money market  Economics  government spending  economy  Economic Policy social-sciences governance-and-society

vulnerability (computing)  medical devices  secure by design  biomedical engineering  medical device  telemedicine  rendering (computer graphics)  medical devices directive  Healthcare Management  patient life-sciences healthcare-management

Communication  principle  visual communication  dialogue  Negotiation  presentation  Culture  language  audience  motivation personal-development personal-development

software  coreldraw  image editing  adobe illustrator  Microsoft Excel  Quickbooks  desktop publishing  adobe creative suite  photography  adobe illustrator artwork computer-science design-and-product

Dividends  stock split  securities research  risk-free interest rate  stock  fair value  value investing  stock valuation  market (economics)  cost business finance

Human Learning  symptoms  gratitude  sports  concussion  medicine  concussions in sport  emergency  disaster medicine  emergency medical services life-sciences public-health

global  Strategy  market (economics)  international business strategy  international relations  Economics  Business Strategy  trading  Marketing  global marketing business business-strategy

analysis  Chart  Interactive Data Visualization  interactivity  ggplot2  Plotly  Python Programming  Data Visualization  Machine Learning  visualization library data-science machine-learning

english language  teaching  Writing  Planning  lesson plan  grammar  Human Learning  Strategy  language  english grammar language-learning learning-english

internality  sustainability  circular economy  emissions trading  supply chain  Carbon Footprint  climate change  employment  carbon  sustainable business business leadership-and-management

Integral  project  Product Development  market (economics)  Strategic Analysis  Product Strategy  Business Strategy  Product Management  business plan  Strategy business business-strategy

ordered pair  Software Engineering  exit (system call)  xml  checkbox  Java Programming  Android Development  android studio  Computer Programming  interfaces computer-science mobile-and-web-development

Cryptography  Leadership and Management  security management  information security  Network Security  security  encryption  incident management  authorization  Risk computer-science computer-security-and-networks

modeling  logic  Machine Learning  applied probability  Problem Description Writing  heuristic  probability  computational problem  Problem Solving  matching computer-science algorithms

chaos  energy level  event (probability theory)  randomness  phenomenon  neuroscience  astronomy  determinism  consciousness  quantum computing physical-science-and-engineering physics-and-astronomy

compiler  Electrical Engineering  software  interfaces  Computer Programming  Verilog  project  Systems Design  Software Engineering  portable document format physical-science-and-engineering electrical-engineering

Chemical Engineering  physics  Nuclear Energy  astronomy  f.lux  energy  heavy traffic approximation  Geometry  physics experiments  entry point physical-science-and-engineering physics-and-astronomy

objective-c  employment  numbers (spreadsheet)  stress  english language  relative change and difference  english grammar  calibration  father  creative writing language-learning learning-english

Energy Consumption  Electrical Engineering  Energy Systems  embodied energy  renewable energy  Energy Supply  Natural Gas  energy  Energy Industry  supply chain physical-science-and-engineering electrical-engineering

quantum programming  quantum computing  integer factorization  mathematical model  tailored access operations  quantum gates  quantum cryptography  quantum algorithms  quantum information  Algorithms information-technology support-and-operations

performance  leadership  Team Building  team leader  Project Management  behavior  team management  Leadership and Management  Leadership Development  leadership dynamics business leadership-and-management

Change Management  Data Analysis  problem solving methods  Chart  group decision-making  Decision Making  Leadership and Management  Problem Solving  analysis  decision analysis business business-essentials

teaching  c++  education  behaviorism  educational psychology  Economics  analysis  climate change  instructional design  training and development social-sciences education

reproduction  pregnancy  anatomy  menstrual cycle  puberty  oncofertility  reproductive health  hormone  endometriosis  sperm life-sciences basic-science

type system  ordered pair  small (programming language)  lisp in small pieces  language  relative change and difference  racket (programming language)  Computer Programming  functional programming  closure (computer programming) computer-science software-development

brute-force search  Regression  modeling  stack (abstract data type)  interpretation  performance  Coefficient Of Determination  Ensemble Learning  project  Regression Analysis data-science machine-learning

software  relative change and difference  General Statistics  Box Plot  post hoc analysis  Autoregressive Integrated Moving Average  verification and validation  Null Hypothesis  analysis of variance  Statistical Significance data-science data-analysis

emotions  religion  thought  illustration  Culture  state-space representation  history  Innovation  chinese language  teaching arts-and-humanities history

biology  biophysics  statistical mechanics  physics  classical mechanics  hemodynamics  hamiltonian (quantum mechanics)  astronomy  chemistry  interact physical-science-and-engineering mechanical-engineering

accounts payable  Finance  Accounting  debits and credits  stock  equity (finance)  accounts receivable  retained earnings  Financial Accounting  financial statement business business-essentials

profit maximization  total revenue  competitiveness  perfect competition  Market Structures  cost  agriculture  competition (economics)  lerner index  market (economics) business business-essentials

Data Analysis  syntax  software  Collaboration  Project Management  Writing  behavior  english language  scrum (software development)  Continuous Function computer-science software-development

expense  Marketing  analysis  perceptual mapping  Strategy  evaluation  market segmentation  factor analysis  lecture  Market Analysis business marketing

constant (computer programming)  interact  euler's totient function  presentation  modeling  simulation  phenomenon  Influencing  debugging  Computer Programming physical-science-and-engineering research-methods

    -pursue market opportunities consistent with personal passions and capabilities  and    -triage potential ideas in terms of which have the greatest potential for commercial and personal success. evaluation  service innovation  business plan  Creativity  Innovation  Market Analysis  i-deas  E-Commerce  Entrepreneurship  Business

dental implant  orthodontics  pediatric dentistry  dental hygienist  restorative dentistry  digital dentistry  dental assistant  dentistry  dentist  endodontics life-sciences patient-care

Human Learning  Algorithms  Long Short-Term Memory  object detection  recurrent neural network  Reinforcement Learning  Convolutional Neural Network  Deep Learning  Backpropagation  Artificial Neural Networks computer-science software-development

education  virtual class  student engagement  instructional design  school counseling  Strategy  community building  teaching  back to school (marketing)  direct instruction social-sciences education

nasa star and exoplanet database  extremophile  observational astronomy  Solar Systems  evolution  Geology  astronomy  genetics  astrobiology  chemistry physical-science-and-engineering physics-and-astronomy

head-mounted displays  Social Media  Video Editing  project  360-degree video  java annotation  motion graphic design  editing  Hard Drives  Final Cut Pro business business-essentials

virtual private networks  resource  architecture  security  firewall (computing)  internality  threat  enterprise information system  display devices  home security information-technology security

Algorithms  candidate solution  project  backtracking  solver  Python Programming  i-deas  Machine Learning  recursion  discard protocol computer-science software-development

Business Modeling  brainstorming  internet of things  affordance  emerging technologies  design thinking  pest analysis  Strategy  Innovation  value proposition business leadership-and-management

positioning (marketing)  influencer marketing  medical device  medical technology  i-deas  biomedical technology  medical devices  problem finding  B2B Sales  business plan life-sciences research

stochastic processes  Type I And Type Ii Errors  Estimation  probability density function  Random Variable  battery management system  Kalman Filter  randomness  linearity  approximation error physical-science-and-engineering electrical-engineering

law  Emotional Intelligence  takeover  design thinking  Strategy  labour law  industrial and organizational psychology  Interior Design  employment  instructional design business business-strategy

relative change and difference  happiness  meaningful life  behavior  self-reflection  meditation  Average  physiology  psychology of self  self-esteem personal-development personal-development

autodesk revit architecture  test preparation  Autodesk  viewport  3d modeling  computer-aided design  autocad architecture  architecture  autocad  p-rep physical-science-and-engineering mechanical-engineering

data governance  Algorithms  modeling  Machine Learning  Data Analysis  bigquery  Google Cloud Platform  Cloud Computing  Human Learning  Cloud Platforms data-science machine-learning

language  speech  listening  phonetics  Communication  english language  sound  confidence  stress  grammar language-learning learning-english

data clustering algorithms  closest pair of points problem  dynamic programming  sequence alignment  Mathematics  davis putnam algorithm  Algorithms  Computer Programming  algorithmics  Python Programming computer-science software-development

React (web framework)  Web Development  ecmascript  euler's totient function  php  Angular  relative change and difference  Javascript  angularjs  node.js computer-science software-development

online shopping  User Research  Data Analysis  Market Research  organizing (management)  project  Marketing  Writing  Digital Marketing  Banking business business-strategy

confidence  Communication  language  interview  elevator pitch  speech  public speaking  presentation  english language  stress language-learning learning-english

resource  arrays  saving  ordered pair  internality  reference (computer science)  Android Development  drop-down list  android studio  project computer-science mobile-and-web-development

Regression Analysis  Statistical Analysis  statistical hypothesis testing  statistical inference  General Statistics  Regression  hypothesis testing  inference  analysis  hypothesis business business-essentials

Keras  image processing  Python Programming  Artificial Neural Networks  Deep Learning  statistical classification  front and back ends  Tensorflow  Convolutional Neural Network  Machine Learning data-science machine-learning

sustainability  circular economy  compost  economy  Solid Waste Management  Planning  Leadership and Management  resource  energy  Environmental Protection physical-science-and-engineering environmental-science-and-sustainability

english language  language  grammar  korean language  translation  tput  collocation  adjective  english grammar  punctuation language-learning learning-english

numbers (spreadsheet)  religion  history  phonology  decipherment  linguistics  r&d management  five ws  language  pragmatics arts-and-humanities history

stress  Problem Solving  failure cause  Causality  analysis  materials  failure analysis  Design Analysis  Mechanical Design  failure physical-science-and-engineering mechanical-engineering

documents  logo  Sales  digital distribution  brand  Digital Marketing  project  design expert  Product Management  photography business marketing

arbitration  contract a  acceptance  american law  family law  common law  Corporate Law  law  doctrine  real estate social-sciences law

Bioinformatics  molecular biology  Biostatistics  Data Analysis  gene  genetics  computational biology  analysis  genomics  forgetting data-science data-analysis

resource management  Entrepreneurship  design thinking  Innovation  thought  social work  social entrepreneurship  Leadership and Management  systems thinking  resource business entrepreneurship

india  City Planning  law  constitution  justice  education  sports  Anthropology  sociology  sexuality social-sciences governance-and-society

astronomy  random number generation  quantum mechanics  quantum cryptography  optics algorithm  Eigenvalues And Eigenvectors  tailored access operations  beam robotics  quantum computing  quantum technology physical-science-and-engineering physics-and-astronomy

Python Programming  Computer Programming  application programming interfaces  internet of things  socket  raspberry pi  java annotation  camera module  internet  interfaces physical-science-and-engineering electrical-engineering

Python Programming  face recognition  vision objects  Amazon Web Services  Machine Learning  Computer Science  web scraping  object detection  Deep Learning  Algorithms data-science machine-learning

Language Learning  language  time management  perfect tenses  bed  gratitude  unos (operating system)  credit cards  augmented assignment  parenting language-learning other-languages

Earnings Per Share  cash flow statement  stock  cash flow  asset  financial statement  post-money valuation  income  valuation (finance)  Microsoft Excel business finance

project  schedule (project management)  Budget Estimation  Project Management  Leadership and Management  Estimation  schedule  cost  Planning  budget business leadership-and-management

Economics  Strategy  plausibility structure  power politics  process  economy  international taxation  justice  opinion  history arts-and-humanities philosophy

acne  sebaceous gland  skin care  infection  gland  disease  cutaneous larva migrans  dermatology  pregnancy  glands life-sciences public-health

Computer Graphics  adobe illustrator  Graphic Design  Graphics Software  Visual Design  infographics  Microsoft Excel  Map  illustration  technical analysis business business-essentials

phylogenetics  evolutionary biology  evolution  population genetics  genetics  animal behavior  gene  biology  natural selection  Population life-sciences basic-science

peterson's algorithm  asset allocation  Cross-Validation (Statistics)  Loss Function  economic data  Machine Learning  process  unsupervised learning  Leadership and Management  Portfolio Construction business finance

harmony  emotions  guitar  instrumentation (computer programming)  euler's totient function  listening  Writing  music  mid-range  human voice arts-and-humanities music-and-art

mortgage loan  financial statement  asset management  financial ratio  Financial Management  ratio analysis  cash flow  Finance  present value  effective interest rate business finance

market (economics)  market penetration  market risk  Finance  r&d management  Decision Making  Studentized Residual  Payments  Operations Management  supply chain business finance

systems thinking  bias  sustainability  project  Culture  thought  project plan  community engagement  Entrepreneurship  community development business leadership-and-management

strategic thinking  Business Transformation  BlockChain  technology strategy  digital strategy  Leadership and Management  Innovation  Business Strategy  Strategy  thought business leadership-and-management

soundness  Critical Thinking  analysis  Human Learning  language  Communication  evaluation  reason  logic  thought personal-development personal-development

investment banking  trading  Financial Analysis  securities research  stock  asset management  Hedge Funds  fair value  Finance  stock valuation business finance

process  strategic management  management process  leadership  innovation management  management theory  Leadership and Management  employment  Innovation  motivation business leadership-and-management

educational entertainment  scaled agile framework  interactive media  self-assessment  pedagogy  music  Creativity  teaching  Music Therapy  lesson plan social-sciences education

tragedy of the commons  circular economy  cost  net present value  sustainability  present value  sustainable business  investment  business case  market (economics) business leadership-and-management

Estimation  image processing  Average  Natural Language Processing  Deep Learning  Python Programming  medical imaging  average treatment effect  Computer Vision  Machine Learning data-science machine-learning

game design document  Writing  documents  creative writing  game design  Storytelling  software design description  interactivity  video game development  interactive storytelling arts-and-humanities music-and-art

methodology  Factorial  Experimental Design  Computer Programming  Experiment  process optimization  mathematical optimization  process  factorial experiment  R Programming data-science probability-and-statistics

history  Planning  crisis management  Communication  leadership  teaching method  coaching  Leadership and Management  crisis  crisis communication business leadership-and-management

modeling  Deep Learning  Apache Spark  Tensorflow  Validation Set  system image  Keras  PyTorch  Linear Classifier  Machine Learning data-science machine-learning

linearity  gaussian elimination  Determinants  matrix theory  Linear Algebra  Eigenvalues And Eigenvectors  Algebra  sigma-algebra  Vector Spaces  matrices math-and-logic math-and-logic

counseling  Leadership and Management  sex  people skills  Communication  assertiveness  personal development  psychologies  sexuality  relationship counseling personal-development personal-development

telecommunications  cellular network  packet switching  wireless networking  circuit switching  wireless  mimo  data transmission  Communication  architecture physical-science-and-engineering electrical-engineering

measurement  chemistry  energy level  statistical mechanics  Mechanical Engineering  Chemical Engineering  flow network  physics  energy  fluid mechanics physical-science-and-engineering mechanical-engineering

monster  Python Programming  display devices  Computer Programming  running  euler's totient function  project  choice  video game development  interactivity computer-science software-development

human nature  philosophy of mind  socratic method  meditation  introspection  psychology of self  Social Psychology  philosophy  psychology  empiricism arts-and-humanities philosophy

Imagery Intelligence  spacecraft communication  Transportation Analysis  Aerospace Engineering  unmanned vehicles  Electronic Signals Intelligence  Navigation Equipment  Unmanned Aerial System  interplanetary internet  unmanned aerial vehicle physical-science-and-engineering mechanical-engineering

Nuclear Energy  astronomy  theory of relativity  tailored access operations  quantum mechanics  beam robotics  Calorimeters  physics  Experiment  energy physical-science-and-engineering physics-and-astronomy

General Statistics  evidence-based toxicology  p-value  external validity  Meta-Analysis  toxicity  observational error  cell culture  systematics  quality control life-sciences basic-science

curiosity  history  middle east  golden age  linguistics  composite artifact colors  Poetry Writing  skepticism  conquesting  Culture arts-and-humanities history

scrolling  music  relative change and difference  history  popular music  chinese language  art  philosophy  Culture  flavor arts-and-humanities history

thumbnail  Video Editing  i-deas  Writing  art  Copy Editing  Booking  Cartooning  creative writing  analysis arts-and-humanities music-and-art

usability goals  mobile interaction  usability  test plan  interaction design  visual hierarchy  User Research  user interface  cognitive walkthrough  user interface design computer-science design-and-product

uptime  proactivity  software development process  Continuous Integration  lean manufacturing  a3 problem solving  organizational structure  value stream mapping  DevOps  Continuous Delivery computer-science software-development

peering  performance  project  leadership  law  semigroup action  Peer Review  Writing  evaluation  ordered pair business leadership-and-management

project  Discrete Mathematics  internet  display devices  logic gate  Software Engineering  determinism  pygame  Mathematics  Python Programming computer-science software-development

array data structure  list of dns record types  dynamic array  Software Engineering  Project Management  java (software platform)  arrays  project  display devices  student debt computer-science software-development

topology  stemming  Integral  lambda calculus  Factorization  .bit  commutative property  Algebra  Polynomial  sigma-algebra math-and-logic math-and-logic

Research Design  qualitative research  process  Qualitative Data Analysis  hand  qualitative comparative analysis  Combination  Causality  calibration  discourse analysis social-sciences governance-and-society

disease  exposure assessment  Risk Factor  data clustering algorithms  public health  risk factors  Cancer  case study  disease cluster  canning life-sciences public-health

common stock  Russian  preference  Finance  preferred stock  shareholders  Administration Management  Dividends  law  Corporate Law business business-strategy

Risk  Leadership and Management  performance measurement  security management  security  information security  contingency plan  Risk Management  Computer Security Incident Management  Strategy computer-science computer-security-and-networks

Strategy  disability studies  cognitive bias  teaching  physics experiments  Machine Learning  pedagogy  english language  Online Machine Learning  online learning social-sciences education

sequence alignment  longest path problem  dnas  Bioinformatics  protein  genomics  evolution  sequence alignment algorithms  genome  human genome life-sciences health-informatics

value-based pricing  project  index  telephone number  sorting  java collections framework  ordered pair  arrays  Data Structures  dynamic array computer-science software-development

test automation  interactivity  helper class  reporting guidelines  maintenance  test effort  screenshot  reusability  test case  return on investment computer-science software-development

memory  prism (surveillance program)  grid cell  sound  neuron (software)  action potential  neuroscience  Cortex  goggles  cognitive science life-sciences basic-science

video game development  english language  Software Engineering  Mechanical Engineering  c sharp (programming language)  physics  Machine Learning  Mathematics  project  c++ computer-science software-development

prioritization  requirements engineering  failure cause  requirement prioritization  software requirements  likelihood function  software  non-functional requirement  risk analysis  checklist computer-science software-development

global  epidemic  public health  disease  oncology  non-communicable disease  diabetes  home security  Cancer  dementia life-sciences public-health

Finance  Planning  Leadership and Management  market (economics)  behavioral finance  financial risk  stock  Risk  financial markets  investment business finance

Marketing Potential  performance appraisal  sales management  Leadership and Management  Forecasting  budget  Sales  sales operations  Marketing  evaluation business leadership-and-management

online learning  web 2.0  education  teaching  Human Learning  instructional design  Collaboration  Communication  training and development  web social-sciences education

clinical biostatistics  patient  prognostics  clinical research  Clinical Epidemiology  Clinical Study Design  Epidemiology  pharmacoepidemiology  modeling  medicine life-sciences basic-science

3d modeling  3d lookup table  autodesk 3ds max  3D Printing  Mechanical Engineering  sketchup  Scaling  computer-aided design  Civil Engineering  mir:ror physical-science-and-engineering mechanical-engineering

wardriving  Causality  species  illustration  animal science  evaluation  sociology  social constructionism  animal  Continuous Function social-sciences governance-and-society

public key certificate  key exchange  public-key cryptography  cipher  Cryptography  discrete logarithm  key management  public key infrastructure  shared secret  integer factorization computer-science computer-security-and-networks

Finance  international financial reporting standards  Strategic Analysis  Leadership and Management  corporate governance  analysis  corporate bond  strategic management  Accounting  financial statement business finance

Python Programming  python libraries  analysis  semantics  Computer Programming  syntax  Data Analysis  Pandas  python syntax and semantics  Numpy data-science data-analysis

interactivity  Data Analysis  web  web application  presentation  analysis  Data Visualization  Plotly  Computer Programming  R Programming data-science data-analysis

Planning  Procurement  category management  purchasing management  process  analytics  choice  supply chain  gratitude  Supplier Management business leadership-and-management

perception  patient  pharmaceutical industry  Influencing  medicine  evaluation  medication  modeling  rationality  lived experience life-sciences public-health

government budget balance  balance of payments  foreign exchange market  trading  economy  world currency  aggregate demand  supply and demand  Economics  demand social-sciences economics

Accuracy And Precision  linearity  modeling  Forecasting  Line Chart  Regression  project  Spreadsheet Software  Sales  business analytics data-science data-analysis

mind map  thought  strategic thinking  Leadership and Management  Mapping  Innovation  Map  design thinking  Storytelling  innovation management business business-strategy

human voice  head voice  piano  sound  chest voice  performance  Poetry Writing  popular music  music  guitar arts-and-humanities music-and-art

Voltage Probes  power electronics  Power Supplies  Electronic Circuits  Current Probes  electronics  Electrical Engineering  Oscilloscope  analysis  physics experiments physical-science-and-engineering electrical-engineering

code injection  access control  web application  authentication  plaintext  encryption  threat model  security  cross-site scripting  trust boundary computer-science computer-security-and-networks

Biostatistics  odds  odds ratio  Summary Statistics  Estimator  General Statistics  relative risk  kaplan meier estimator  analysis  Risk life-sciences public-health

sublayer  virtual circuit  security  virtual lan  wireless  fibre channel over ethernet  virtual private lan service  domain name system  control plane  data link layer information-technology security

Clinical Study Design  Confounding  clinical trials  regression toward the mean  Causal Inference  measurement  Case-Control Study  Type I And Type Ii Errors  Cohort Studies  Causality life-sciences research

Benefits  expanded access  engagement marketing  cost  health insurance  Payments  pricing  insurance  risk pool  Healthcare Delivery Systems life-sciences healthcare-management

personal development  thought  Critical Thinking  experience  proposition  psychology  logic  Social Psychology  signalling system no. 7  reason personal-development personal-development

essay writing  case study  academic writing  Writing  creative writing  english language  analysis  grammar  Scientific Writing  language arts-and-humanities history

Data Model  Regression  Python Programming  Regression Analysis  Exploratory Data Analysis  analysis  Computer Programming  modeling  Data Analysis  linearity data-science data-analysis

search engine optimization  Audit  content audit  keyword research  seo audit  competitiveness  Marketing  web  mathematical optimization  Social Media business marketing

analysis  Planning  Strategy  Business Development  business plan  new business development  Opportunity Identification  Innovation  Entrepreneurship  Leadership and Management business entrepreneurship

hand  numbers (spreadsheet)  marketing collateral  Marketing  project  utility  Graphic Design  Sales  Computer Graphics  business marketing business marketing

economic evaluation  industrial design  Collaboration  nutrition  Innovation  Business Modeling  value capture  health care  intellectual property  field research business entrepreneurship

chinese language  Writing  listening  public speaking  chinese basic  language  Communication  grammar  speech  Human Learning language-learning other-languages

Communication  Computer Graphics  Cancer  Mathematics  adobe indesign  web  relative change and difference  c dynamic memory allocation  Graphic Design  project computer-science design-and-product

Customer Support  Business  Receiving  workload  Business Operations  Entrepreneurship  project  Operations Management  employment  Writing business leadership-and-management

basic income  insurance policy  economy  digital signature  income  phenomenon  Policy Research  financial statement  baby bonus  negative income tax business finance

web  Web Development  ajax (programming)  html  HTML5  bootstrap (front-end framework)  HTML and CSS  CSS  Computer Programming  Javascript computer-science mobile-and-web-development

stress  awareness  Creativity  stress management  self-awareness  time management  leadership  Leadership and Management  Problem Solving  Leadership Development business leadership-and-management

analysis  risk analysis  capital budgeting  investment  infrastructure investment  Finance  project  Risk  loan  Leadership and Management business finance

environmental factor  corporate governance  Finance  principle  socially responsible investing  sustainability  asset management  investment  Banking  sustainable business business finance

radio button  Plotly  lambda calculus  html  Machine Learning  Scatter Plot  mouseover  interactivity  Chart  drop-down list data-science machine-learning

jpeg  Python Programming  recommender systems  Plotly  Chart  euler's totient function  project  project mine  Data Analysis  Data Visualization data-science data-analysis

bluetooth  Virtual Reality  holography  Continuous Function  Heat Map  machine vision  samsung gear vr  mixed reality  eye tracking  augmented reality computer-science design-and-product

project  3D Printing  printer (computing)  .bit  materials  personal branding  manufacturing process management  modeling  lean manufacturing  Manufacturing Processes business entrepreneurship

Machine Learning  Data Analysis  feature extraction  analysis  hyperparameter  Human Learning  Feature Engineering  Hyperparameter Optimization  Kaggle  mathematical optimization data-science data-analysis

Map  visualization software  software  Cinematography  virtual camera system  process  Computer Graphics  audience  credit  Data Visualization data-science data-analysis

project  thought  life coaching  differential forms  differentiated instruction  analysis  Collaboration  Project Management  gratitude  student engagement social-sciences education

metagenomics  sampling design  antimicrobial resistance  analysis  Bioinformatics  genomics  antimicrobials  Bioinformatics Analysis  antimicrobial  dnas life-sciences basic-science

use case  Deep Learning  natural language  speech  Human Learning  IBM Cloud  language  Cloud Computing  Machine Learning  Artificial Neural Networks data-science machine-learning

t distribution  General Statistics  Estimation  Square (Algebra)  rank (linear algebra)  linear model  Quadratic Form  Multivariate Normal Distribution  independent and identically distributed random variables  linearity data-science probability-and-statistics

user interface  upload  web application  interfaces  download  reactive programming  Data Science  web  analysis  java annotation computer-science mobile-and-web-development

manufacturing process management  .properties  materials  Clinical Study Design  industrial engineering  generative design  Mechanical Engineering  rendering (computer graphics)  simulation  Autodesk physical-science-and-engineering mechanical-engineering

flow network  discounting  Financial Accounting  Accounting  financial statement  Finance  capital budgeting  net present value  cash flow  corporate bond business finance

personally identifiable information  topology  information privacy  privacy  data protection  Workshops  data security  security  use case  data governance information-technology data-management

Algorithms  reference genome  Hidden Markov Model  Bioinformatics  dynamic programming  sequence alignment  DNA  sequence alignment algorithms  Expectation Maximization Algorithm  pattern matching life-sciences health-informatics

english language  Deep Learning  Algorithms  Data Analysis  information retrieval  pixel  search engine optimization  Machine Learning  image segmentation  Python Programming data-science machine-learning

Bar Chart  Line Chart  numbers (spreadsheet)  Chart  Journalism  Data Visualization  analysis  Cartography  interactivity  data journalism data-science data-analysis

R Programming  Python Programming  language  Writing  Map  worldmap  Data Visualization  Data Analysis  Computer Programming  web scraping computer-science software-development

Experiment  thought  a/b testing  experience  user interface  direct manipulation interface  user interface design  Visual Design  interaction design  principle computer-science design-and-product

Artificial Neural Networks  Test Set  Convolutional Neural Network  Keras  Machine Learning  Deep Learning  Tensorflow  grayscale  Python Programming  statistical classification data-science machine-learning

Data Mining  web scraping  augmented assignment  CSS  grasp  Data Science  html  internet  web  Python Programming computer-science software-development

c++  void  arrays  personally identifiable information  Software Engineering  instance variable  personal advertisement  method (computer programming)  process  project computer-science software-development

media psychology  Social Media  Creativity  Print Media  logic  Culture  media industry  economy  process  commercialization arts-and-humanities history

crisis intervention  empathy  self-care  reflective listening  active listening  psychological first aid  listening  crisis  first aid  prioritization life-sciences psychology

Computer Science  connected component (graph theory)  graphs  Mathematics  Python Programming  breadth-first search  algorithmics  Computer Programming  Algorithms  pseudocode computer-science software-development

leadership  Employee Relations  conflict resolution  intercultural communication  Leadership and Management  therapy  employment  Peer Review  illustration  project personal-development personal-development

online learning  Online Machine Learning  Planning  virtual class  teaching  student engagement  Leadership and Management  Human Learning  lesson plan  education social-sciences education

Planning  strategic planning  nash equilibrium  Economics  cooperation  rationality  Mathematics  political science  Game Theory  Strategy social-sciences economics

english language  teaching method  instructional design  ordered pair  experience  assessment for learning  Human Learning  pedagogy  teaching  education social-sciences education

israel  evaluation  stemming  history  abnormal psychology  process  Human Learning  historical method  leadership  holocaust arts-and-humanities history

lambda calculus  discrete logarithm  Algorithms  modular exponentiation  Cryptography  euler's totient function  primality tests  trial division  multiplicative inverse  Factorial computer-science computer-security-and-networks

project  translation  budget  evaluation  translation studies  project plan  software  Leadership and Management  process  Planning business leadership-and-management

Machine Learning  Logistic Regression  reusability  binary number  Python Programming  Regression  mathematical optimization  calibration  supply chain  Numpy data-science machine-learning

computer appliance  encryption  scalability  Troubleshooting  network appliances  Networking Hardware  Network Security  security  Operations Management  Cloud Computing information-technology security

mindfulness  mind control  korean language  happiness  meditation  philosophy of mind  mindfulness (psychology)  guided meditation  self-reflection  thought arts-and-humanities philosophy

Machine Learning  mysql  distributed computing  Big Data  Apache  data clustering algorithms  Apache Spark  Databases  SQL  workspace data-science machine-learning

software  Python Programming  saving  directory structure  Average  project  commit (version control)  version control  Machine Learning  Deep Learning computer-science software-development

saving  utility  Venture Capital  cash flow  sustainable growth rate  Dividends  external financing  valuation using multiples  price sales ratio  oil business finance

interest-only loan  screencast  loan  internal rate of return  amortizing loan  nominal interest rate  interest rate  amortization schedule  depreciation  Microsoft Excel computer-science design-and-product

project  agile management  project planning  project plan  Product Development  efficient frontier  Innovation  Project Management  new product development  critical success factor business entrepreneurship

euler's totient function  Continuous Function  Integral  Calculus  graphs  stationary point  Arithmetic  improper integral  approximation  Partial Derivative math-and-logic math-and-logic

User Experience  english language  feature-driven development  php  customer experience  project  rstudio  eyeos  openshift  prezi computer-science design-and-product

film  asset  modeling  Geometry  3d modeling  game design  3d graphics software  organizing (management)  cinema 4d  ruby (programming language) arts-and-humanities music-and-art

credibility  organizational chart  interpersonal relationships  cross-cultural communication  grasp  interpersonal communication  email writing  Communication  email  intercultural communication personal-development personal-development

evaluation  .properties  Web Design  test automation  web accessibility  running  english language  web  manual testing  project computer-science mobile-and-web-development

Natural Language Processing  natural language generation  natural language  Keras  recurrent neural network  Long Short-Term Memory  generation  Artificial Neural Networks  Tensorflow  language data-science machine-learning

technology life cycle  leadership  Product Development  Leadership and Management  dominant design  Innovation  Entrepreneurship  open innovation  team leader  innovation management business marketing

Leadership and Management  leadership  Business Strategy  strategic management  Planning  strategic planning  thought  strategic thinking  Strategy  analysis business business-strategy

technical analysis  trading  spreadsheet  stock market  Dividends  price action trading  software  project  stock  Data Analysis business finance

foreign policy  analysis  Critical Thinking  open banking  analytics  Business Intelligence  sustainable business  Data Analysis  Business Analysis  Intelligence Analysis business leadership-and-management

species  phylogenetic tree  evolutionary biology  biological evolution  paleontology  natural selection  biology  evolution  adaptation  doubt life-sciences basic-science

file shortcut  Machine Learning  inference  spring  data transmission  data rate units  Tensorflow  download  euler's totient function  Google Cloud Platform data-science machine-learning

music  augmented assignment  ascendency  harmony  piano  analysis  thought  chord  Writing  evaluation arts-and-humanities music-and-art

biology  cell culture  Bioinformatics  mass spectrometry  modeling  proteomics  systems biology  molecular biology  flow cytometry  omics life-sciences research

software  test double  test plan  Software Testing  test automation  mock object  functional testing  Software Engineering  unit testing  code coverage computer-science software-development

java annotation  automation anywhere  user interface  interfaces  maintenance  euler's totient function  upload  running  schedule  Leadership and Management computer-science software-development

team management  project  i-deas  project planning  cost  Proposal Writing  Writing  project plan  lecture  budget language-learning learning-english

modeling  speech  presentation  h.e.a.r.  Communication  listening  interest  grammar  Innovation  Russian language-learning other-languages

persona (user experience)  mathematical optimization  Social Media  Audit  experience  keyword research  search engine optimization  seo audit  analysis  Marketing business marketing

architecture  memory  language  hardware description language  logic gate  machine code  Computer Architecture  logic  assembly languages  Hardware Design computer-science algorithms

routing  computer-aided design  logic  static timing analysis  recursion  Mapping  analysis  logic gate  simulated annealing  sed computer-science algorithms

astronomy  film  materials  Geology  verse protocol  Scaling  thought  Solar Systems  species  history arts-and-humanities history

microsoft excel macro  Microsoft Excel  visual basic  euler's totient function  computer program  Problem Solving  Computer Programming  microsoft excel vba  macro (computer science)  Visual Basic for Applications (VBA) computer-science algorithms

ordered pair  Computer Graphics  Digital Marketing  Brand Design  brand  Project Management  Marketing  Graphic Design  business marketing  social media marketing business marketing

postpartum period  parent  child  parenting  nipple  mother  co-regulation  sleep (system call)  sleep  scaled agile framework life-sciences public-health

female  behavior  dominance hierarchy  hunting  infant  animal  Strategy  male  cognitive skill  animal behavior life-sciences basic-science

mysql workbench  Databases  database management systems  command-line interface  user interface  java database connectivity  relational database  integrated development environments  order by  mysql information-technology data-management

load balancing  workload  cost  Google Cloud Platform  Project Management  load balancing (computing)  virtual machine  Cloud Computing  resource  sources information-technology cloud-computing

strategic management  digitizing  Map  label  Strategy  utility  Combination  modeling  music  process business leadership-and-management

recommender systems  rule-based system  matrices  Collaboration  Similarity Measure  relative change and difference  family  modeling  Algorithms  preference data-science data-analysis

content management system  wordpress  web  Mobile Development  Leadership and Management  Software Engineering  Web Development  Web Design  c++  web page computer-science mobile-and-web-development

meditation  emotion  happiness  gratitude  positive psychology  kindness  mindfulness  psychology  emotions  psychologies life-sciences psychology

eating  xml interface for network services  Language Learning  language  cidn  speech  chinese language  shopping  hanyu shuiping kaoshi  Big Data language-learning other-languages

recommender systems  program optimization  modeling  Scikit-Learn  employment  Algorithms  Machine Learning  Collaboration  almost surely  Training data-science machine-learning

manufacturing process management  burn-in  chemistry  renewable energy  embodied energy  energy  materials  Solar Technology  Solar Energy  Mechanical Engineering physical-science-and-engineering chemistry

bureaucracy  centrality  religion  logic  shamanism  attractiveness  Poetry Writing  fear  chinese language  orality arts-and-humanities history

patient safety  safety  safety culture  patient  debriefing  patient experience  leadership  behavior  medical error  human error life-sciences healthcare-management

agile management  modeling  software  Product Management  cost benefit analysis  project  Software Engineering  Project Management  persona (user experience)  Leadership and Management business business-strategy

experience  knowledge-based systems  Strategic Partnerships  research methods  evaluation  climate change  sustainability  strategic communication  wicked problem  Communication social-sciences governance-and-society

health communication  Planning  crisis management  crisis communication  emergency  process  emergency management  Leadership and Management  Communication  crisis life-sciences public-health

weak ai  e-nable  Python Programming  application programming interfaces  Cloud Computing  extract  Computer Programming  Average  Machine Learning  enabling data-science machine-learning

Javascript  jquery  Web Development  php  django (web framework)  flask  html  web  Python Programming  json computer-science mobile-and-web-development

java annotation  persona (user experience)  interfaces  verification and validation  User Experience  Human Computer Interaction  usability  user persona  user interface design  User Research computer-science design-and-product

Microsoft Excel  Forecasting  Regression  linear model  Line Chart  business analytics  General Statistics  linearity  project  modeling data-science data-analysis

ArcGIS  Geology  gis software  QGIS  Geographic Information System  Map  remote sensing  General Statistics  analysis  Google Earth Engine physical-science-and-engineering environmental-science-and-sustainability

Strategy  single-stock futures  trading  mathematical finance  stock  trading strategy  moving average  Kalman Filter  technical analysis  Machine Learning data-science machine-learning

Regression  linear regression  hypothesis testing  Proportional Hazards Model  Survival Analysis  alternative hypothesis  Null Hypothesis  personally identifiable information  Statistical Tests  Simple Linear Regression data-science data-analysis

Chain Rule  euler's totient function  implicit function  Economics  Mathematics  Partial Derivative  derivative  level set  convex function  Calculus math-and-logic math-and-logic

action research  climate change  modeling  Urban Planning  Process Design  low-carbon economy  climate change finance  thought  environmental economics  wicked problem physical-science-and-engineering environmental-science-and-sustainability

CSS  Microsoft Excel  project  web scraping  euler's totient function  Deep Learning  R Programming  Machine Learning  Data Analysis  analytics data-science data-analysis

spreadsheet  project  Benefits  present value  worksheet  cost  cost benefit analysis  lookup table  Spreadsheet Software  break-even (economics) business business-strategy

Curriculum Design  pedagogy  early childhood  Planning  child development  teaching  Curriculum Development  parenting  education  Strategy social-sciences education

object-oriented programming  software design  java (software platform)  architecture  software  uml tools  language  Computer Programming  modeling  analysis computer-science software-development

Sales Strategy  marketing collateral  Communication  Marketing  english language  Strategy  sales presentation  language  Sales  presentation language-learning learning-english

Planning  Problem Solving  Critical Thinking  i-deas  Creativity  problem solving methods  Communication  thought  Innovation  motivation personal-development personal-development

sanitation  anonymous pipe  supply chain  Environmental Law  climate change  public health  water quality  path dependence  private investment in public equity  water supply social-sciences governance-and-society

Tensorflow  bigquery  Machine Learning  Cloud Platforms  Google Cloud Platform  dataflow  Cloud Computing  Human Learning  Apache  deployment environment data-science data-analysis

accrual  accounts payable  fair value  Taxes  Accounting  asset  comprehensive income  international financial reporting standards  deferred tax  financial statement business business-essentials

Video Conferencing  application layer  video codecs  feature extraction  augmented reality  audio codecs  cdnetworks  digital distribution  voice over ip  Virtual Reality information-technology cloud-computing

relative change and difference  inference  Experiment  Clinical Study Design  Causality  Continuous Function  Big Data  sociology  interpretation  observational study social-sciences education

euler's totient function  Cross-Sectional Data  Average  Continuous Function  qualitative research  home security  Big Data  fundraising  Simple Random Sample  Population social-sciences education

entry point  Computer Vision  image processing  Computer Programming  digital image processing  Machine Learning  opencv  Numpy  Matplotlib  Python Programming data-science machine-learning

quarantine  Estimation  maximization (psychology)  public health  measurement  analysis  interactivity  contact tracing  generation  numbers (spreadsheet) life-sciences public-health

Forecasting  supply chain management  analytics  inventory  supply chain  cash conversion cycle  Inventory Management  demand  chaining  supply chain analytics business business-essentials

government budget balance  demand  Economics  supply chain  income  price level  Foreign Exchange  interest rate  market (economics)  interest business finance

Deep Learning  Strategy  project plan  Human Learning  project  Planning  Artificial Neural Networks  ethics  Machine Learning  ethics of artificial intelligence business business-strategy

Tensorflow  lock key  Artificial Neural Networks  Time Series  application checkpointing  loading screen  Python Programming  Machine Learning  autocad architecture  Keras data-science machine-learning

Social Media  mathematical optimization  media market  influencer marketing  Building Relationships  social media marketing  Marketing  search engine optimization  Digital Marketing  content marketing business marketing

java (software platform)  Algorithms  Data Structures  hashing  trie  Computer Programming  binary tree  hash table  Java Programming  linked list computer-science algorithms

Leadership and Management  Storytelling  analytics  project management certification  leadership  Collaboration  Marketing  organizational culture  Strategy  Organizational Development business leadership-and-management

stress  english language  Language Learning  bible  online learning community  applied linguistics  neuro-linguistic programming  teaching  piano  c++ language-learning learning-english

Microsoft Excel  euler's totient function  Data Analysis  concatenation  pivot chart  Databases  Pivot Table  analysis  Chart  consolization business business-essentials

specification (technical standard)  approximation  collimator  optics algorithm  c dynamic memory allocation  telecentric lens  beam robotics  Systems Design  physics  scalar field physical-science-and-engineering electrical-engineering

project  wait (system call)  api testing  application programming interfaces  Python Programming  hypertext transfer protocol  apache jmeter  performance  uniform resource locator  request response computer-science software-development

Culture  threat  Problem Solving  complex adaptive system  industrial engineering  verse protocol  complexity theory and organizations  flow network  Geology  systems thinking business leadership-and-management

Peer Review  project  public speaking  write-off  presentation  Storytelling  ordered pair  speech  augmented assignment  mind map business business-essentials

ecosystem  business model canvas  global  sustainability  ecosystem services  wicked problem  return on investment  ecosystems  natural capital  partnership business business-essentials

Human Learning  Benefits  resource  Critical Thinking  Human Resources  resource management  Performance Management  Compensation  Recruiting  Leadership and Management business leadership-and-management

two-way analysis of variance  General Statistics  pro*c  predictive modelling  transaction log  influential observation  Regression  Student's t-Test  odds ratio  p-value data-science data-analysis

Python Programming  Algorithms  Computer Programming  Scikit-Learn  Regression  Human Learning  analysis  Machine Learning  Machine Learning Algorithms  Applied Machine Learning data-science data-analysis

energy level  molecular orbital  basis point  Electrical Engineering  physics  materials  quantum mechanics  electronics  energy  chemistry physical-science-and-engineering electrical-engineering

process  belief  stewardship  Leadership and Management  gift  Strategy  Prospecting  fundraising  likelihood function  acceptance business business-strategy

virtual machine  encryption  process  privacy  software  malware  Cloud Computing  Leadership and Management  security  cloud computing security information-technology security

middle east  language  Culture  trading  religion  history  flourishing  Art History  harem  hygiene arts-and-humanities history

Strategy  experience  market (economics)  marketing plan  business plan  Planning  business failures  E-Commerce  Entrepreneurship  Marketing business entrepreneurship

chemistry experiments  chemistry  energy level  significant figures  Chemical Engineering  ordered pair  physics  energy  quantum number  hydrogen physical-science-and-engineering chemistry

Human Learning  Machine Learning  reinforcement  Q-Learning  Estimation  monte carlo method  Reinforcement Learning  relative change and difference  bellman equation  temporal difference learning data-science machine-learning

jira (software)  Leadership and Management  software  kanban  scrum (software development)  agile management  Project Management  Agile Software Development  project  Software Engineering computer-science software-development

Mechatronics  manufacturing process management  microsoft security development lifecycle  intrusion detection systems  authentication  information security  breach (security exploit)  security  supply chain  Operations Management physical-science-and-engineering mechanical-engineering

open source  Keras  Gradient  hyperparameter  hand  Experiment  architecture  mathematical optimization  Machine Learning  prior probability data-science machine-learning

investment  Python Programming  Investment Management  mathematical optimization  Leadership and Management  Finance  Portfolio Construction  portfolio investment  asset  Computer Programming business finance

addiction  piecewise-deterministic markov process  risk factors  medication  opioid overdose  formulation  drugs  naloxone  Risk Factor  harm reduction life-sciences public-health

positive psychology  mindfulness  gratitude  habit  exercise  savoring  happiness  meditation  psychologies  kindness personal-development personal-development

pedagogy  multiculturalism  cross-cultural communication  education  teaching  child  linguistics  intercultural competence  Bilingual  language arts-and-humanities history

economy  korean language  land reform  Economic Development  global financial system  financial crisis  Economics  global financial crisis  Foreign Exchange  crisis social-sciences economics

physical address  computer data storage  name resolution (computer systems)  autonomous system (internet)  service abstraction  peer-to-peer computing  computer terminals  operating system technology  single system image  operational context computer-science software-development

data centers  Cloud Computing  porting  stack (abstract data type)  Software As A Service  Cloud Infrastructure  flow network  Algorithms  systolic array  Cloud Applications computer-science design-and-product

divide and conquer algorithms  Problem Solving  sorting  stress  stress testing  algorithm design  Computer Programming  Algorithms  dynamic programming  greedy algorithm computer-science algorithms

analysis  film  visual arts  Video Editing  music  multimedia  media law  affordance  Copy Editing  law arts-and-humanities music-and-art

path (variable)  graphs  Graph Theory  dijkstra's algorithm  graph traversal  shortest path problem  bellman ford algorithm  tree traversal  graph algorithms  Algorithms computer-science algorithms

software  Computer Programming  language  portable document format  Data Analysis  probability density function  General Statistics  SQL  analysis  SAS (Software) data-science data-analysis

Planning  Leadership and Management  schedule (project management)  schedule  Project Management  Risk  project  linearity  path (variable)  linear scheduling method business business-strategy

statistical classification  Machine Learning  Big Data  Data Analysis  linear regression  recommender systems  linearity  analysis  Computer Programming  Machine Learning Algorithms data-science data-analysis

child abuse  anatomy  medical device  pediatrics  patient  emergency  medical devices  pregnancy  child  scope of practice life-sciences patient-care

Creativity  informatics  semigroup action  nursing  organizing (management)  awareness  leadership style  nursing informatics  Leadership and Management  leadership data-science data-analysis

information privacy  data governance  law  personally identifiable information  personal advertisement  data protection  vertrue  privacy  internet of things  data security information-technology security

modulo operation  intrinsic function  test plan  game programming  pygame  Computer Programming  Python Programming  subroutine  Problem Solving  Feature Selection computer-science software-development

psychologies  educational assessment  online learning  evolution  instructional design  education  repurposing  Machine Learning  Online Machine Learning  training and development social-sciences education

Leadership Development  Negotiation  leadership  Collaboration  team management  strategic leadership  Leadership and Management  leadership style  Team Building  Communication business leadership-and-management

Medical Practice  behavior  medicine  medicalization  ordered pair  enabling  patient  public health  everyday life  health care life-sciences public-health

stateful firewall  porting  Network Security  firewall (computing)  network address translation  security  evaluation  Security Design  performance  file transfer protocol computer-science computer-security-and-networks

euler's totient function  Mobile Development  3d computer graphics  perspective projection  Android Development  table of keyboard shortcuts  interactivity  Computer Programming  Computer Graphics  Virtual Reality computer-science software-development

Change Management  patient  project  process  first draft of a report on the edvac  evaluation  patient safety  project charter  problem statement  Planning life-sciences patient-care

career  college  salary  Planning  relative change and difference  personal advertisement  rockbox  experience  interest  laddering personal-development personal-development

public health  psychiatry  Prevalence  mental health  psychotherapy  Clinical Study Design  stress  Case-Control Study  major depressive disorder  mental health counselor life-sciences public-health

emergency  violence  humanitarian  prioritization  military  civil society  psychosocial  health care  preparedness  application checkpointing social-sciences governance-and-society

modeling  Cloud Platforms  Google Cloud Platform  trading  Machine Learning  Autoregressive Integrated Moving Average  Strategy  Cloud Computing  trading strategy  Human Learning data-science machine-learning

Mental Illness  violence  federal reserve system  social norms approach  suicide  relative change and difference  crime  gun violence  police  public opinion life-sciences public-health

education  language acquisition  language  teaching  Writing  english language  history  teaching method  Mergers & Acquisitions  Human Learning social-sciences education

Finance  Risk Management  stock  Leadership and Management  market portfolio  market (economics)  capital market line  investment  asset  Risk business finance

piano  anguish  Drama  anticipation  ascendency  chord  opus (audio format)  awe  continuations  music arts-and-humanities history

career development  education  proactivity  energetics  externality  college  resource  ordered pair  money management  time management social-sciences education

Machine Learning  health  user interface  Writing  project  behavior  video game development  display devices  .properties  java annotation computer-science software-development

text corpus  Python Programming  Deep Learning  Data Analysis  translation  lexical analysis  Machine Learning  modeling  Long Short-Term Memory  intuition data-science machine-learning

Decision Making  process  Business Process Management  Customer Relationship Management  organizational structure  process management  Leadership and Management  organizational analysis  Problem Solving  business process business business-essentials

outbreak  Epidemiology  Epidemics  disease  pandemic  infectious diseases  influenza  vaccine  disease surveillance  emerging infectious disease life-sciences public-health

remote sensing  risk analysis  korean language  Risk  preparedness  crisis management  rare events  disaster  Geospatial Information System  emergency management physical-science-and-engineering environmental-science-and-sustainability

mapreduce  storm (event processor)  hortonworks  storage systems  Apache Hadoop  distributed computing  Big Data  distributed database  Cloud Computing  Databases computer-science computer-security-and-networks

probability  statistical classification  analysis  Regression  linear regression  modeling  linearity  Microsoft Excel  General Statistics  Data Analysis data-science data-analysis

optics algorithm  physics  Systems Design  system f  system u  systems analysis  conjugate transpose  fiber optics  mir:ror  mathematical optimization physical-science-and-engineering electrical-engineering

Smoothing  college  i-deas  english language  Critical Thinking  Language Learning  elaboration  Strategy  listening  ageing language-learning learning-english

reason  new business development  leadership  internality  technical analysis  interview  i-deas  commercialization  creed & company  Innovation business entrepreneurship

Leadership and Management  six sigma  hypothesis  process  lean six sigma  project  statistical hypothesis testing  Process Improvement  hypothesis testing  Trigonometric Integral business business-essentials

memory  public speaking  mindfulness  the time machine  annoyance  brainstorming  motivational speaker  Creativity  everyday life  thought personal-development personal-development

principle  reason  precautionary principle  acceptability  risk assessment  virtue  ethics  arbitration  Civil Engineering  disasters physical-science-and-engineering research-methods

teaching  apposition  Writing  adjective  reason  h.e.a.r.  grammar  Student's t-Distribution  discounting  i-deas language-learning learning-english

career development  career counseling  Communication  design thinking  Benefits  Planning  career  experience  personal branding  personal advertisement business leadership-and-management

General Statistics  evaluation  Deep Learning  a/rose  Planning  analysis  skewness  Data Analysis  Machine Learning  sources data-science machine-learning

electronics  electronic music  Audio Engineering  Sound Design  music  porting  sound  analysis  guitar  acoustics physical-science-and-engineering electrical-engineering

Computer Vision  image segmentation  Convolutional Neural Network  image retrieval  Deep Learning  video content analysis  Artificial Neural Networks  image processing  face recognition  object detection computer-science algorithms

principle  tableau software  software  cognitive load  Control Chart  Exploratory Data Analysis  Outlier  Data Visualization  cluttering  method of analytic tableaux data-science data-analysis

torque  Framing  linearization  spins  Angular  appimage (packaging method)  approximation  satellite  semigroup action  dynamical system physical-science-and-engineering physics-and-astronomy

Talent Management  Communication  Marketing  intercultural competence  cross-cultural communication  Negotiation  Leadership and Management  intercultural communication  human resource management system  global marketing business leadership-and-management

corporate bond  rate of return  Finance  maturity (finance)  cash flow  expected return  credit risk  cost  real options valuation  principle business finance

front and back ends  statistical classification  digital image processing  Artificial Neural Networks  Python Programming  Tensorflow  Machine Learning  Natural Language Processing  Computer Programming  Keras data-science machine-learning

arbitration  liquidation  law  contract a  breach (security exploit)  common law  sleep mode  void  undue influence  faith social-sciences law

relational database  SQL  modeling  Database Design  Databases  Leadership and Management  Data Model  entity relationship model  mysql  database normalization computer-science software-development

interpretation  Chemical Engineering  analysis  energy  spins  Ultraviolet-Visible Spectroscopy  medicinal chemistry  chemistry  biochemistry  physics physical-science-and-engineering chemistry

emergency  injuries  injury  first aid  abdomen  triage  anatomy  vital signs  patient  blast life-sciences patient-care

pedagogy  Child Psychology  Innovation  Professional Development  educational psychology  child development  instructional design  teaching  learning styles  education social-sciences education

energy economics  renewable energy  oil  Energy Markets  energy  global  Energy Policy  international relations  market (economics)  Economics social-sciences economics

middle east  mythology  astrology  middle age  astronomy  religion  analysis  Art History  ageing  history arts-and-humanities history

Software Engineering  software development process  reusability  augmented reality  application programming interfaces  run time (program lifecycle phase)  rendering (computer graphics)  interfaces  Visual Design  shader computer-science software-development

analysis  leadership  healthcare reform  Critical Thinking  public administration  Communication  war  political science  policy analysis  international relations social-sciences governance-and-society

agent-based model  system dynamics  food science  netlogo  stock and flow  mathematical model  diet and obesity  modeling  obesity  social network life-sciences public-health

Computer Programming  jpeg  simulation  robot control  robotics  project  feed forward (control)  Framing  Critical Thinking  industrial robotics physical-science-and-engineering mechanical-engineering

Marketing  market (economics)  Planning  disintermediation  Marketing Management  push pull strategy  marketing plan  marketing mix  Leadership and Management  consumer behaviour business marketing

simulation  risk of infection  disease  natural history  modeling  Epidemiology  mathematical model  infection  mathematical modelling of infectious disease  stochastic models life-sciences public-health

adoption  accenture  Change Management  Leadership and Management  Cloud Computing  Strategy  modeling  critical success factor  project  business architecture business business-strategy

moving average  analysis  Time Series Analysis  analytics  Financial Analysis  algorithmic trading  Finance  stationary process  Time Series  efficient frontier business leadership-and-management

Factorization  homogeneous linear equation  Linear Independence  mathematical model  ordinary differential equation  system of linear equations  Differential Equations  spring  Problem Solving  linear equation math-and-logic math-and-logic

Topic Model  project  modeling  Machine Learning  analysis  conceptual framework  Data Analysis  Social Media Platforms  text mining  E-Commerce data-science machine-learning

ecology  climate change  biology  animal  plant  Environmental Conservation  biodiversity  Geology  Human Learning  Wildlife Conservation physical-science-and-engineering environmental-science-and-sustainability

philosophy  justice  political science  human nature  law  happiness  Anthropology  eudaimonia  ethics  john rawls arts-and-humanities philosophy

user interface  Android Development  viewer  app inventor for android  Application Development  java annotation  Computer Programming  web  Mobile Development  Google Maps computer-science mobile-and-web-development

market (economics)  Growth Strategies  modern portfolio theory  Strategy  strategic management  value proposition  competitor analysis  growth share matrix  Leadership and Management  competitiveness business business-strategy

Human Learning  research methods  Research Design  Critical Thinking  time management  Writing  Leadership and Management  qualitative research  Planning  methodology physical-science-and-engineering research-methods

calibration  smart city  rankings  E-Procurement  program management  Digital Marketing  project  digital signature  internet of things  voting business leadership-and-management

c programming  Computer Programming  node.js  c++  interactivity  programming tool  computer program  Javascript  Computer Architecture  Calculus computer-science software-development

persistence  Combination  employment  thought  process  motivation  Innovation  Creativity  Entrepreneurship  materials business entrepreneurship

verification and validation  multiple recursion  computation tree logic  path (variable)  recursion  deadlock  binary decision diagram  model checkers  Algorithms  formal verification computer-science software-development

lecture  audience  presentation  i-message  anxiety  screencast  public speaking  speech  filler (linguistics)  nonverbal communication personal-development personal-development

process  Mobile Development  software  Agile Software Development  value stream mapping  software development process  Software Testing  Software Engineering  scrum (software development)  lean software development computer-science software-development

material design  materials  Chemical Engineering  process  Strategy  chromatography  biological activity  multiscale modeling  high-throughput screening  measurement physical-science-and-engineering chemistry

web application  Web Development  Computer Programming  Mobile Development  node.js  parameter (computer programming)  web  Javascript  CSS  front and back ends computer-science mobile-and-web-development

application layer  interfaces  Mainframe  communications protocol  Operating Systems  measurement  high availability  internet protocol suite  Databases  system image information-technology cloud-computing

real estate broker  thought  futures studies  composite artifact colors  augmented assignment  real estate  philosophy  design thinking  Writing  anxiety business leadership-and-management

stack trace  Cloud Computing  multicloud  Google App Engine  performance  debugging  dataflow  stack (abstract data type)  Cloud Platforms  Google Cloud Platform computer-science software-development

stock  project  Strategy  technology strategy  trading  foreign exchange market  trading strategy  stock market  Finance  strategic management business finance

economy  inflation  debt  microeconomics  policy analysis  monetary policy  government debt  trading  Economics  government budget balance social-sciences economics

web threat  E-Commerce  threat  numbers (spreadsheet)  Newspaper  Booking  demand  Planning  Social Media  old media business leadership-and-management

network load balancing  network interface  Leadership and Management  Cloud Platforms  network management  load balancing  Cloud Computing  subnetwork  Google Cloud Platform  load balancing (computing) information-technology networking

law  Causality  i-deas  history  at-will employment  Writing  constitution  american law  interpretive discussion  interpretation social-sciences law

branded content  audience  Marketing  Brand Management  Advertising  Storytelling  gamification  brand  Journalism  content marketing arts-and-humanities history

interactivity  Strategy  budget  Storytelling  web  interactive storytelling  Accounting  project  inventory  online advertising business marketing

brand  sustainability  business model canvas  economy  Entrepreneurship  partnership  circular economy  sustainable business  Leadership and Management  modeling business business-strategy

Strategy  Human Resources  resource  Compensation  resource management  Compensation Strategies  Benefits  compensation and benefits  employment  Leadership and Management business business-essentials

educational assessment  education  evaluation  performance  teaching  teaching method  Leadership and Management  Compliance Auditing  instructional design  virtual class social-sciences education

Audio Engineering  human voice  saving  Sound Design  relative change and difference  Video Editing  music  instrumentation (computer programming)  sound  guitar arts-and-humanities music-and-art

internet  Computer Programming  internet of things  Python Programming  Electrical Engineering  specification (technical standard)  raspberry pi  project  arduino  electronics physical-science-and-engineering electrical-engineering

Applied Machine Learning  predictive analytics  label  Human Resources  Training  modeling  Data Analysis  ordered pair  Microsoft Excel  Machine Learning data-science machine-learning

Sales Strategy  sales process engineering  sales management  marketing mix  Strategy  Salesforce  organizational structure  Sales  Leadership and Management  promotional mix business marketing

process modeling  ingestion  modeling  ordered pair  General Statistics  process  evaluation  matrices  discipline (academia)  sparse matrices data-science machine-learning

nanorobotics  physics  history  Solar Systems  Causality  astronomy  evolution  religion  chemistry  Geology physical-science-and-engineering physics-and-astronomy

software  project  computer program  java (software platform)  Software Engineering  data type  english language  entry point  Computer Programming  Javascript computer-science software-development

english language  presentation  experience  interview  nonverbal communication  teaching  pedagogy  speech  Communication  chinese language personal-development personal-development

psychologies  happiness  internal control  happiness at work  gratitude  flow network  mindfulness  meditation  compassion  internality life-sciences psychology

software design  Computer Programming  abstract type  java annotation  Algorithms  Java Programming  java (software platform)  interfaces  software  sorting computer-science software-development

investment  foreign direct investment  Banking  intellectual property  justice  limited liability  representative office  trading  education  authorised capital business business-essentials

online learning community  language  interview  Culture  japanese language  Deep Learning  c++  online interview  Language Learning  english language language-learning learning-english

sales process engineering  lead generation  Sales Strategy  Communication  evaluation  Sales  personal advertisement  counseling  Sales Goals  Strategy business business-essentials

project  competition (economics)  insead  Industry Analysis  Opportunity Identification  use case  Market Research  market (economics)  brainstorming  BlockChain business business-strategy

Social Media  Business  family  experience  Entrepreneurship  Experiment  teaching  Finance  project mine  parenting social-sciences education

business plan  lean startup  modeling  funding options  project  Entrepreneurship  business model canvas  methodology  Planning  employment business entrepreneurship

Strategy  crime  critical infrastructure protection  resource  relative change and difference  security  failure  Continuous Function  modeling  system f social-sciences governance-and-society

Mechanical Engineering  representational state transfer  relative change and difference  Autodesk  Geometry  autocad  materials  solid edge  Chemical Engineering  computer-aided design physical-science-and-engineering mechanical-engineering

choice  active listening  film  Peer Review  evaluation  teaching  Emotional Intelligence  Special Education  Planning  Professional Development social-sciences education

Javascript  logic  modulo operation  System V  boolean algebra  modal ?-calculus  fixed-point combinator  c dynamic memory allocation  deadlock  transition system computer-science software-development

bias  generation  Communication  Journalism  journalism schools  stereotypes  business analytics  Human Learning  media studies  ethics social-sciences governance-and-society

Leadership and Management  organizational conflict  leadership  Human Resources  conflict resolution  performance appraisal  Conflict Management  interview  Performance Management  performance business leadership-and-management

chinese language  Russian  grammar  Writing  linguistics  translation  oral interpretation  translation studies  Scientific Writing  korean language language-learning learning-english

educational psychology  group work  Child Psychology  differentiated instruction  parenting  multiculturalism  education  child  self-confidence  homework social-sciences education

chicken  behavior  Human Learning  animal  poultry  feather pecking  housing  animal behavior  feather  chicken behavior life-sciences animal-health

optimistic concurrency control  modeling  concurrency (computer science)  parallel computing  java (software platform)  distributed computing  java concurrency  Computer Programming  actor model  concurrent computing computer-science software-development

Rowing  Training  Python Programming  Test Set  Regression Analysis  performance  Regression  modeling  Machine Learning  validator data-science machine-learning

file system  System Programming  Computer Programming  generation  Mainframe  language  shell (computing)  ibm cobol  application layer  application service provider information-technology support-and-operations

Data Visualization  jpeg  dict  Python Programming  Data Analysis  web scraping  analysis  nest  Computer Programming  recursion computer-science software-development

documents  education  Planning  Critical Thinking  college  disability studies  gratitude  resource  fundraising  Special Education social-sciences education

Art History  history  analysis  Art Direction  observation  art  i-deas  Critical Thinking  Creativity  criticism arts-and-humanities music-and-art

Data Visualization  Cloud Platforms  Cloud Computing  SQL  join (sql)  union (sql)  sources  Google Cloud Platform  externality  bigquery information-technology data-management

purchasing  future value  well-formed formula  Payments  stock  Planning  mortgage  spreadsheet  mortgage loan  project business business-strategy

gradient descent  mathematical optimization  euler's totient function  Big Data  Machine Learning  Gradient  system u  recommender systems  Python Programming  Deep Learning data-science data-analysis

disease  Risk  measurement  attributable risk  relative change and difference  Causality  risk-neutral measure  health policy  Epidemiology  positive and negative predictive values life-sciences public-health

debt  purchasing  project  Chart  Finance  worksheet  income  expense  Planning  home directory business business-strategy

Graphic Design  adobe photoshop  front and back ends  Mobile Development  wordpress  Digital Marketing  Web Design  Web Development  web  html computer-science mobile-and-web-development

strategic planning  Process Mapping  decision support system  Change Management  clinical decision support system  Operations Management  Project Management  health informatics  Leadership and Management  informatics life-sciences health-informatics

constitution  sociology  global  modeling  Dependent And Independent Variables  india  sexuality  global city  humana  Urban Planning social-sciences governance-and-society

multilevel model  linearity  modeling  Regression  statistical models  Computer Programming  Bayesian  Bayesian Statistics  General Statistics  Python Programming data-science probability-and-statistics

Mergers & Acquisitions  corporate governance  leadership  corporate social responsibility  strategic leadership  Strategy  corporate bond  Leadership and Management  strategic management  Business Strategy business business-strategy

java (software platform)  syntax  java syntax  software  Problem Solving  jpeg  Computer Programming  Algorithms  language  Java Programming computer-science software-development

Decision Making  Policy Evaluation  markov decision process  bellman equation  reinforcement  process  Computer Programming  dynamic programming  Reinforcement Learning  Human Learning data-science machine-learning

c++  Computer Programming  Python Programming  data type  recursively enumerable set  object-oriented programming  euler's totient function  ordered pair  command-line interface  project computer-science software-development

inference  medical imaging  Pattern Recognition  analysis  principle  Experimental Design  path coefficient  Experiment  fmri  neuroimaging data-science data-analysis

Data Analysis  Meta-Analysis  analysis  Exploratory Data Analysis  Pandas  Data Visualization  univariate analysis  Python Programming  project  Numpy data-science data-analysis

decision aids  quality of life  motivational interviewing  digital health  Decision Making  shared decision-making  self-determination theory  Population  patient  interact life-sciences psychology

decision analysis  Decision Making  team management  leadership  Leadership and Management  group decision-making  Communication  Leadership Development  analysis  motivation business leadership-and-management

relative change and difference  Electrical Engineering  Operations Management  linux on embedded systems  real-time operating systems  augmented assignment  error detection and correction  embedded linux  Type I And Type Ii Errors  mathematical optimization physical-science-and-engineering electrical-engineering

competition law  bankruptcy  public offering  initial public offering  limited liability  Business Law  law  Corporate Law  debtor  corporate bond business business-essentials

Civil Engineering  Geographic Information System  automatic vectorization  relational database  Databases  QGIS  Urban Planning  Data Model  topology  Geology physical-science-and-engineering environmental-science-and-sustainability

analysis  Autocorrelation  Time Series Analysis  Time Series  R Programming  series a round  modeling  time series models  Time Series Forecasting  project data-science probability-and-statistics

Venture Capital  peer-to-peer lending  liquidation  capitalization table  footprint  credit  digital footprint  peer-to-peer  auctions  Finance business finance

analysis  Machine Learning  software  Human Learning  Data Analysis  General Statistics  Exploratory Data Analysis  Leadership and Management  Software Engineering  project data-science data-analysis

Audit  risk based internal audit  auditor's report  analysis  internal control  management assertions  Strategic Analysis  sample size determination  sampling statistics  risk assessment business business-essentials

project  voting  Entrepreneurship  supply chain analytics  Innovation  talent management system  Creativity  performance  Benefits  Leadership and Management business entrepreneurship

Data Science  Business Analysis  Data Visualization  physics  business analytics  SPSS Modeler  SQL  Python Programming  spotfire  Data Analysis data-science data-analysis

voice analysis  public speaking  logo  speech  audience  imitation  language  thought  persuasion  Speech Writing personal-development personal-development

attractiveness  business plan  Planning  supply chain  Business Analysis  market (economics)  competitiveness  index  Economics  analysis business business-essentials

financial plan  Finance  flow network  cash flow forecasting  online learning  Forecasting  cash flow  financial forecast  evaluation  financial ratio business entrepreneurship

Audio Recording  Audio Engineering  music  listening  Sound Design  ableton  Audio Editing  art  sound  human voice arts-and-humanities music-and-art

biodiversity  anatomy  fossil  paleontology  evolution  Critical Thinking  evolution of dinosaurs  paleobiology  Geology  biology life-sciences basic-science

project  Mapping  Computer Programming  euler's totient function  Writing  R Programming  Map  Data Visualization  software  packaging data-science data-analysis

page layout  decipherment  history of the book  process  middle age  primary source  Art History  inquiry  Page Design  history arts-and-humanities history

project  project planning  Risk  project plan  Leadership and Management  risk analysis  analysis  Project Management  Risk Management  Planning business business-essentials

price discrimination  Leadership and Management  Mergers & Acquisitions  competitiveness  market (economics)  strategic management  pricing  switching barriers  Strategy  Business Strategy business business-strategy

father  gauss markov theorem  family  parent  postpartum depression  ordered pair  postpartum period  pregnancy  parenting  symptoms life-sciences patient-care

discrimination  pricing strategies  psychological pricing  pricing  Marketing  demand  Strategy  consumer behaviour  price discrimination  price elasticity of demand business marketing

Culture  sustainability  industrial democracy  global  corporate governance  corporate bond  leadership  Leadership and Management  case study  corporate social responsibility business leadership-and-management

Procurement  market (economics)  Finance  category management  purchasing management  pest analysis  supply chain  Market Analysis  evaluation  Leadership and Management business leadership-and-management

consensus decision-making  Java Programming  BlockChain  hashing  Computer Programming  bitcoin network  Cryptography  bitcoin  java (software platform)  cryptocurrency computer-science computer-security-and-networks

Bioinformatics  Computer Programming  julia (programming language)  language  fortran  compartmental models in epidemiology  numbers (spreadsheet)  arrays  array slicing  well-formed formula data-science data-analysis

Receiving  lesson plan  english language  Planning  Human Learning  analysis  teaching  language  resource  education social-sciences education

materials  SPSS  business analytics  analytics  Type I And Type Ii Errors  google analytics  measurement  interactivity  data item  Data Analysis data-science data-analysis

Computer Programming  project  Experiment  Reinforcement Learning  reinforcement  Python Programming  Algorithms  Integral  supervision  Machine Learning data-science machine-learning

Artificial Neural Networks  Machine Learning  probability  t distribution  Variational Bayesian Methods  PyTorch  Deep Learning  probabilistic models  Tensorflow  compiler data-science machine-learning

Angular  mobile app  node.js  Web Development  Android Development  Javascript  Mobile Development  React (web framework)  web  Application Development computer-science mobile-and-web-development

physiology  Chinese Medicine  spleen  chinese language  art therapy  medicine  disease  functional medicine  body fluids  acupuncture life-sciences basic-science

wall  Art History  history  architectural design  opus (audio format)  bathing  Autoregressive Conditional Heteroskedasticity  Architectural History  architecture  Masonry arts-and-humanities history

Machine Learning  personality  case study  footprint  Big Data  ethics of artificial intelligence  computational social science  ethics  research ethics  digital footprint data-science data-analysis

neuroimaging  analysis  General Linear Model  General Statistics  fmri  principle  modeling  Statistical Analysis  radiology  Data Acquisition data-science data-analysis

project  stock  rstudio  graphs  euler's totient function  randomness  Risk  ggplot2  R Programming  Machine Learning data-science data-analysis

interaction (statistics)  health equity  determinants of health  social epidemiology  Clinical Trial  behavior  health care  securities research  health services research  clinical trials life-sciences public-health

personal branding  brainstorming  Social Media  photography  Social Media Platforms  federal grants in the united states  social media accounts  Writing  film  Video Production arts-and-humanities music-and-art

Amazon Web Services  event-driven architecture  mathematical optimization  Benefits  application programming interfaces  Kubernetes  euler's totient function  serverless computing  modeling  https information-technology cloud-computing

shading  rendering (computer graphics)  opengl  2d computer graphics  3d computer graphics  r&d management  Computer Graphics  Android Development  three-dimensional graph  Mobile Development computer-science mobile-and-web-development

join (sql)  project management professional  icarus project  project management body of knowledge  project  meta learning  teaching method  tostan  learning theory (education)  lesson plan computer-science software-development

perception  Experiment  neuromarketing  heart rate  anatomy  eye tracking  arousal  Scanning  consumer behaviour  heart rate variability business marketing

health care  medical history  self-awareness  military  traumatic stress  empathy  determinants of health  posttraumatic stress disorder  relative change and difference  patient life-sciences patient-care

scrum (software development)  agile manifesto  user story  extreme programming  Software Engineering  software  agile management  Leadership and Management  Agile Software Development  Computer Programming computer-science software-development

 assess the role of Russia in the global economy and trends in Russian economic cooperation with its main partner countries  acquire the knowledge about Russian business culture and features of establishing and promoting business on the Russian market. Strategy  Russian  cost  Writing  Average  market (economics)  subsidy  lecture  foreign exchange market  Public Relations

genome  Algorithms  Computer Programming  biology  dnas  Motif Searches  DNA  Bioinformatics  computational biology  Python Programming life-sciences health-informatics

quantitative structure activity relationship  Chemical Engineering  chemistry  molecular modelling  nanorobotics  biorobotics  folding@home  adaptive sampling  chemical biology  molecular model physical-science-and-engineering chemistry

motivation  leadership  leadership style  multiculturalism  personality  organizational culture  Leadership and Management  Leadership Development  charisma  efficacy business leadership-and-management

Databases  amazon elastic compute cloud  amazon dynamodb  load balancing  Amazon Web Services  web  security  Cloud Storage  web service  Cloud Computing information-technology cloud-computing

history  chinese language  intellectual  philosophy  Renovation  interpretation  human nature  ethics  harmony  Culture arts-and-humanities philosophy

leadership  Culture  business administration  psychological pricing  Leadership and Management  case study  strategic management  organizational culture  Influencing  systems thinking business leadership-and-management

Writing  astrology  Human Learning  climate change  political science  technological fix  social entrepreneurship  social justice  Comedy  power politics arts-and-humanities philosophy

Regression  Early Stopping  Validation Set  Mathematics  Logistic Regression  Computer Science  supervised learning  Scatterplot Smoothing  Machine Learning  line fitting data-science machine-learning

english grammar  business relationship management  Communication  email  email writing  Contract Drafting  law and management  english language  Leadership and Management  law language-learning learning-english

Computer Vision  modeling  Studentized Residual  speedup  graphics processing units  ordered pair  Deep Learning  recursively enumerable set  Chi-Squared Distribution  inference computer-science software-development

Operations Management  relative change and difference  combine  Autodesk  Mechanical Engineering  Chemical Engineering  Geometry  autocad  computer-aided design  2.5d physical-science-and-engineering mechanical-engineering

statistical classification  knime  data clustering algorithms  Human Learning  analysis  Algorithms  Apache Spark  cluster analysis  Machine Learning  Apache data-science machine-learning

object detection  Python Programming  Tensorflow  face recognition  Machine Learning  Computer Vision  Computer Programming  opencv  project  Cloud Computing data-science machine-learning

customer engagement  bitcoin  augmented reality  cryptocurrency  Business Operations  BlockChain  internet of things  Marketing  mixed reality  leadership business marketing

Computer Architecture  Operating Systems  language  compiler construction  memory  architecture  compiler  virtual machine  Computer Programming  assembly languages computer-science software-development

java (software platform)  hash table  arrays  dynamic array  Cryptography  Computer Programming  Java Programming  hashing  set (abstract data type)  Data Structures computer-science software-development

3D Printing  performance  carbon  Chemical Engineering  film  physics  materials  electronics  Scanning  smart transducer physical-science-and-engineering electrical-engineering

environmental health  risk assessment  cell culture  omics  biogenesis  animal testing  assay  biomarker  toxicity  in vitro to in vivo extrapolation life-sciences basic-science

Mechanical Engineering  multiple integral  failure analysis  materials  combine  analysis  structural analysis  principle  loading screen  failure physical-science-and-engineering mechanical-engineering

cluttering  pre-mortem  sound  editing  imitation  discipline  Proofreading  empathy  Accuracy And Precision  Writing personal-development personal-development

Knitr  R Programming  euler's totient function  open source  software versioning  github  Type I And Type Ii Errors  version control  Continuous Integration  software data-science data-analysis

object detection  Tensorflow  Keras  face recognition  convolution  facial  Artificial Neural Networks  Computer Vision  Human Learning  Convolutional Neural Network data-science machine-learning

trie  Algorithms  suffix tree  arrays  suffix array  pattern matching  knuth morris pratt algorithm  burrows wheeler transform  matching  algorithms on strings computer-science algorithms

Mental Illness  clinical psychology  Social Psychology  Psychological Issues  human behavior  behavior  personality  psychologies  psychology  therapy life-sciences psychology

Computer Programming  Regression Analysis  linear regression  linearity  analysis  R Programming  General Statistics  Regression  modeling  Correlation And Dependence life-sciences public-health

Deep Learning  preprocessor  Generative Model  natural language  Natural Language Processing  modeling  Python Programming  language model  Validation Set  Machine Learning data-science machine-learning

medication  motivational interviewing  smoking  psychotherapy  psychosocial  Addiction Treatment  addiction  therapy  substance use disorder  patient life-sciences patient-care

authority  logic  thought  Critical Thinking  numbers (spreadsheet)  reason  Strategy  experience  art  speech personal-development personal-development

FinTech  E-Commerce  Finance  stock market  BlockChain  Business Solutions  cryptocurrency  ordered pair  asset  bitcoin business finance

film  Writing  Fiction Writing  essay writing  Storytelling  creative writing  dialogue  Video Editing  sound bite  Poetry Writing arts-and-humanities music-and-art

franchising  market (economics)  marketing strategy  social entrepreneurship  Innovation  Strategy  business plan  Impact Assessment  impact investing  exit strategy business entrepreneurship

behalf  Billing  term (time)  knowledge building  intellectual property  tacit knowledge  Decision Making  Collaboration  People Development  Confidentiality Agreements business entrepreneurship

development director  international finance institutions  management development  international federation of operational research societies  Media Development  executive sponsor  communication for development  Leadership Development  development communication  group development business leadership-and-management

Machine Learning  i-deas  internality  speech  project  leadership  Strategy  strategic management  reason  Sales business leadership-and-management

body plan  marine biology  adaptation  evolution  ichthyosaur  paleontology  animal  tetrapod  body plans  biology life-sciences basic-science

event-driven programming  record (computer science)  approximation error  xcode  Computer Programming  iOS Development  euler's totient function  os x  Swift Programming  enumerated type computer-science mobile-and-web-development

business administration  strategic negotiations  bargaining  process  behalf  conflict resolution  Procurement  organizing (management)  Communication  Negotiation business leadership-and-management

computer program  test case  Python Programming  exception handling  unit testing  class (computer programming)  inheritance (object-oriented programming)  Computer Programming  django (web framework)  class variable computer-science software-development

process  Influencing  concept testing  Recruiting  public administration  leadership  Culture  lecture  opentext  Peer Review business leadership-and-management

cycling  repurposing  Experiment  Urban Planning  planner (programming language)  externality  pandemic  heuristic  re-define  pandemics social-sciences governance-and-society

organizational communication  archive file  Cloud-Based Integration  workspace  pointing device gesture  maximization (psychology)  organizing (management)  message  Business Communication  Collaboration business business-strategy

ordered pair  tableau software  Similarity Measure  requirements analysis  Exploratory Data Analysis  Natural Language Processing  Data Mining  Visualization (Computer Graphics)  Pattern Recognition  k-means clustering data-science data-analysis

base rate fallacy  bias  Finance  mental accounting  Behavioral Economics  ambiguity aversion  investment  behavioral finance  loss aversion  cognitive bias business finance

financial instrument  instrumentation (computer programming)  stock valuation  market (economics)  stock  Finance  investment  trading  bond valuation  financial markets business finance

pedagogy  teaching method  educational psychology  education  master of social work  teacher training  biology education  educational practices  instructional design  teaching social-sciences education

BlockChain  proof-of-work system  euler's totient function  openfabrics alliance  push pull strategy  cryptocurrency  evolution  public-key cryptography  proof-of-stake  recursively enumerable set information-technology security

Big Data  internet  deployment environment  robotics  internet of things  c dynamic memory allocation  multimedia  applications of computer vision  Combination  Computer Vision physical-science-and-engineering electrical-engineering

Welding  Engineering Design  failure cause  materials  zinc  protection mechanism  Mechanical Engineering  Scaling  Corrosion Control Systems  industrial design physical-science-and-engineering mechanical-engineering

medical physics  astronomy  sources  ionizing radiation  materials  energy  physics  Experiment  relative change and difference  generation physical-science-and-engineering research-methods

R Programming  analysis  git (software)  Data Analysis  github  Computer Programming  version control  rstudio  Big Data  software data-science data-analysis

black lives matter  Poetry Writing  Journalism  dialogue  Art History  educational entertainment  art  history  Anthropology  film arts-and-humanities music-and-art

project  Planning  web  web browsers  latex  provisioning  Change Management  Smoothing  failure  euler's totient function computer-science computer-security-and-networks

coaching  leadership  neuroscience  compassion  Leadership Development  vision statement  listening  training and development  behavior  Emotional Intelligence business leadership-and-management

interfaces  Operating Systems  raspberry pi  microcontroller  arduino  file system  Computer Programming  internet of things  internet  Python Programming computer-science software-development

principle  supply chain  Planning  process  supply chain management  Procurement  chaining  Warehouse Management  Leadership and Management  supply chain network business business-essentials

perceptual mapping  Factorization  analysis  factor analysis  business analytics  Leadership and Management  analytics  cluster analysis  digital media  secondary data data-science data-analysis

interspecific competition  symbiosis  ecosystems  ecosystem  sustainability  ecology  species  biosphere  biodiversity  predators life-sciences basic-science

Communication  foreign policy  dialogue  Negotiation  public diplomacy  policy analysis  history  diplomatics  international relations  analysis social-sciences governance-and-society

isaca  information technology security audit  information technology audit  Cisco  keystroke logging  risk management framework  crime  security  privacy  methodology information-technology security

obesity  Risk Factor  symptoms  sleep (system call)  Cancer  etiology  sleep  medical cannabis  cancer treatments  risk factors life-sciences public-health

Mobile Development  android studio  Application Development  software  Android Development  Software Engineering  java (software platform)  Computer Programming  Java Programming  mobile app computer-science mobile-and-web-development

Python Programming  probability theory  Combinatorics  Computer Programming  Permutations  Random Variable  Combination  probability  numbers (spreadsheet)  randomness computer-science algorithms

utility  phonetics  numbers (spreadsheet)  listening  adjective  process  speech  Communication  Russian  Writing language-learning other-languages

internet of things  internet  c programming  interfaces  java annotation  eeprom  arduino  Ethernet  Computer Programming  wi-fi physical-science-and-engineering electrical-engineering

public health  food security  water quality  climate change  global  Strategy  Urban Planning  mental health  Risk  Transporting life-sciences public-health

Data Analysis  fuzzy logic  predictive analytics  Machine Learning  business case  analytics  natural language toolkit  .bit  software  Mathematics data-science machine-learning

Russian  scholar  phenomenon  political science  international relations  analysis  history  global  chinese language  entry point social-sciences governance-and-society

bacterial growth  infection  microbiology  antibiotics  medical microbiology  bacteriology  Human Learning  biofilm  infection control  bacteria life-sciences patient-care

relative change and difference  hypervisor  failure  Python Programming  web application  web  running  software  Regression  flask information-technology support-and-operations

crime  Leadership and Management  process  adobe air  internet  security  Risk Management  airport security  relative change and difference  Risk social-sciences governance-and-society

javascript framework  Javascript  project  html  React (web framework)  project networks  web  internet  Web Development  euler's totient function computer-science mobile-and-web-development

Machine Learning  Algorithms  Virtual Reality  classification algorithms  Artificial Neural Networks  project  augmented reality  Python Programming  Convolutional Neural Network  statistical classification data-science machine-learning

modeling  moving average  project  General Statistics  Forecasting  statistical hypothesis testing  Spreadsheet Software  moving-average model  Accuracy And Precision  performance business finance

Regression Analysis  factor analysis  Regression  analysis of variance  statistical inference  parametric statistics  General Statistics  nonparametric statistics  inference  analysis data-science probability-and-statistics

elevator pitch  Writing  r&d management  relationship marketing  lecture  Strategy  marketing plan  personal advertisement  project  future self business business-strategy

Computer Programming  instance variable  crt0  procedural programming  gauss markov theorem  project  home directory  class variable  ordered pair  euler's totient function computer-science software-development

Autodesk  Civil Engineering  3d modeling  architecture  building information modeling  modeling  autocad architecture  simulation  navisworks  autodesk revit architecture physical-science-and-engineering mechanical-engineering

General Statistics  Python Programming  imputation (statistics)  analysis  Exploratory Data Analysis  Missing Data  project  Feature Engineering  evaluation  Statistical Analysis data-science machine-learning

smile  music  lecture  applause  family  education  law  hopefully  Causality  opinion social-sciences education

integrated marketing communications  marketing communications  Leadership and Management  Advertising  Strategy  Digital Marketing  Communication  marketing mix  Public Relations  Marketing business marketing

six sigma  Behavioral Economics  Economics  logic  modeling  Critical Thinking  analysis  strategic thinking  systems thinking  thought social-sciences economics

electric power transmission  Studentized Residual  supply chain  smart grid  renewable energy  sustainability  Electrical Engineering  energy  generation  Electrical Power Generation physical-science-and-engineering electrical-engineering

Sales  market segmentation  Planning  Entrepreneurship  project  throughput (business)  supply chain  modeling  Product Development  product concept business entrepreneurship

economics of sustainability  sustainability  government spending  Economics  earth economics  policy analysis  Behavioral Economics  monetary policy  environmental economics  economy social-sciences economics

Ensemble Learning  Gradient Boosting  Algorithms  Machine Learning Algorithms  Machine Learning  Training  Scaling  Random Forest  decision tree  Big Data data-science machine-learning

Computer Vision  Keras  feature (computer vision)  Machine Learning  adobe indesign  statistical classification  General Statistics  Tensorflow  project  Python Programming data-science machine-learning

financial services  financial institution  peer-to-peer lending  Innovation  market (economics)  FinTech  outsourcing  peer-to-peer  global  financial services companies business finance

software  business analytics  last mile  analysis  tableau software  Visual Design  Data Visualization  method of analytic tableaux  Exploratory Data Analysis  brushing and linking data-science data-analysis

project  experience  User Experience  Business  flow network  spreadsheet  Persona Research  User Experience Design  documents  presentation business business-essentials

international relations  conflict resolution  affair  arbitration  global  power politics  coercion  history  conflict resolution strategy  foreign policy social-sciences governance-and-society

apache beam  Cloud Computing  dataflow  Cloud Platforms  Google Cloud Platform  Apache  Feature Engineering  beam robotics  Feature Selection  Tensorflow data-science machine-learning

Application Development  smart contract  file system  scalability  BlockChain  escrow  multisignature  Microsoft Azure  ethereum  solidity computer-science software-development

block cipher mode of operation  bias  Radio Frequency (RF) Optimization  lecture  homework  electronics  energy  Studentized Residual  Operations Management  Electrical Engineering physical-science-and-engineering electrical-engineering

java enterprise platform  bnc (software)  clickjacking  browser exploit  Mobile Security  man-in-the-browser  iterative deepening a*  malware  bulletproof hosting  cybercrime computer-science software-development

Mobile Development  Computer Graphics  2d computer graphics  perspective projection  android studio  opengl  Android Development  Scaling  gimbal lock  three-dimensional graph computer-science mobile-and-web-development

augmented reality  3d interaction  user interface  Virtual Reality  redirected walking  graphical user interface  interaction design  interact  interfaces  hyperinteger computer-science design-and-product

terrorism  criminology  international relations  safety culture  security  wicked problem  security management  emergency management  safety  Leadership and Management social-sciences governance-and-society

capital market  global  efficient-market hypothesis  Finance  financial intermediary  asset  commodity markets  price discovery  foreign exchange market  market (economics) business finance

order matching system  Human Resources  career  educational psychology  business analytics  coaching  psychology lists  personality  Information Technology  educational assessment personal-development personal-development

natural language  modeling  statistical classification  Tensorflow  performance  Document Classification  inference  text corpus  Deep Learning  Natural Language Processing data-science machine-learning

Data Analysis  Machine Learning  Natural Language Processing  project  modeling  Scikit-Learn  Exploratory Data Analysis  Model Building  Estimator  statistical classification data-science machine-learning

editing  project  budget  Social Media  social media marketing  employment  media market  Video Editing  media psychology  download business marketing

Leadership and Management  leadership  organization design  critical graph  corporate bond  corporate governance  Performance Management  organizational structure  organizational theory  strategic management business leadership-and-management

wind energy  oil  physics  Solar Energy  Hydropower  energy  Natural Gas  chemistry  renewable energy  observatory physical-science-and-engineering environmental-science-and-sustainability

climate change  Solar Systems  biodiversity  astrobiology  biosphere  ecosystem  ecology  ecosystems  earthing system  botany physical-science-and-engineering environmental-science-and-sustainability

Map  ordered pair  Cartography  gis software  Geographic Information System  Scaling  global positioning system  thematic map  Mapping  Spatial Analysis data-science data-analysis

email writing  Communication  Business Communication  Writing  coaching  language  email  leadership  Leadership and Management  english language language-learning learning-english

Tensorflow  project  Machine Learning  Algorithms  automatic differentiation  linearity  linear regression  Calculus  Python Programming  Regression data-science machine-learning

parsing  web api  Python Programming  regular expression  web  Computer Programming  json  xml  web scraping  application programming interfaces computer-science software-development

cost  sales presentation  business plan  project  FinTech  Peer Review  Writing  modeling  business model canvas  brainstorming business entrepreneurship

growth hormone  mammary gland  hormone  anatomy  scrotum  digestive system  ovary  glands  pharynx  gland life-sciences basic-science

Standard Score  modeling  Coefficient Of Determination  Regression  linear regression  Data Analysis  Studentized Residual  project  Python Programming  linearity data-science machine-learning

scientific observation  hypothesis  science communication  conservation biology  health  empirical research  empirical evidence  scientific method  health law  evidence-based practice life-sciences basic-science

energy  Electrical Engineering  lecture  physics  f.lux  sources  full configuration interaction  chemistry  windows metafile  Chemical Engineering physical-science-and-engineering electrical-engineering

seeks  trading  leadership  systematic risk  project  Risk  investment  rate of return  Finance  stock business finance

Salesforce  Sales  empathy  exhibitions  audience  personal branding  interview  crowding  standing ovation  confidence business business-essentials

sign  english language  education  Accounting  schedule  Communication  process  internet of things  project mine  Training social-sciences education

usability  user interface  experience  interfaces  evaluation  java annotation  user interface design  principle  principles of user interface design  User Experience computer-science design-and-product

linearity  Machine Learning  modeling  Regression Analysis  Summary Statistics  linear regression  R Programming  Data Analysis  Test Set  Regression data-science machine-learning

test plan  no frills  cognitive walkthrough  evaluation  i-deas  user interface design  user interface  User Experience  User Research  heuristic evaluation computer-science design-and-product

process  compiler  modeling  recurrent neural network  Part-Of-Speech Tagging  Deep Learning  Tensorflow  Time Series  Artificial Neural Networks  PyTorch data-science machine-learning

physics  classical mechanics  astronomy  acoustics  materials  homework  tailored access operations  interpretation  lecture  quantum mechanics physical-science-and-engineering physics-and-astronomy

Training  Deep Learning  Tensorflow  world file  materials  Artificial Neural Networks  series a round  project mine  modeling  ordered pair data-science machine-learning

odds ratio  Regression  Confounding  analysis  Logistic Regression  modeling  regression diagnostics  Data Analysis  supply chain  Regression Analysis data-science probability-and-statistics

Algorithms  approximation  integer programming  combinatorial optimization  linear programming relaxation  knapsack problem  randomized rounding  dynamic programming  linear programming  approximation algorithm computer-science algorithms

Prospecting  funds  Planning  fundraising  process  r&d management  gift  stewardship  ordered pair  interact business business-strategy

psychology  thought  analysis paralysis  Adult Education  experience  career counseling  career  personal identity  career development  counseling personal-development personal-development

Culture  Problem Solving  global  ethics  philosophy  systems thinking  evaluation  lent  thought  history business leadership-and-management

encryption  Inspection  zero-day (computing)  authentication  security  mobile app  Network Security  data clustering algorithms  Troubleshooting  private network computer-science computer-security-and-networks

Economics  internal devaluation  economy  balance of payments  internality  monetary policy  Risk  government debt  india  government budget balance social-sciences economics

comprehensive income  treasury stock  Dividends  common stock  cost benefit analysis  financial statement  Accounting  international financial reporting standards  stock  income business business-essentials

redis  docker (software)  software  angularjs  laravel  HTML and CSS  project  html  demos  Angular information-technology cloud-computing

android studio  java (software platform)  upload  project  drop-down list  Computer Programming  Android Development  download  interfaces  Java Programming computer-science mobile-and-web-development

statistical classification  Random Forest  Accuracy And Precision  Natural Language Processing  interpretation  linear model  Machine Learning  linearity  modeling  approximation data-science machine-learning

cash flow  bond valuation  Microsoft Excel  flow network  Enterprise Value  discounted cash flow  Finance  discounting  perpetuity  present value business finance

HTML and CSS  web page  Javascript  Web Development  Computer Programming  Web Design  html  HTML5  web  CSS computer-science mobile-and-web-development

adolescence  Training  Training Programs  performance  puberty  sports  youth  endurance  early childhood  coaching personal-development personal-development

Art History  language  Innovation  anguish  music  thought  Drama  death  piano  latex arts-and-humanities music-and-art

Legal Analysis  Legal Terminology  law  Writing  family law  analysis  Business Law  Legal Writing  Legal Research  Corporate Law social-sciences law

Algorithms  Machine Learning Algorithms  Applied Machine Learning  Test Set  Machine Learning  ordered pair  Training  Human Learning  Deep Learning  business requirements data-science machine-learning

antimicrobials  Bioinformatics  analysis  bacterial genome  whole genome sequencing  phylogenetics  plasmid  genomics  antimicrobial resistance  species life-sciences research

text mining  spades (software)  Sequential Pattern Mining  apriori algorithm  Pattern Recognition  text corpus  Algorithms  lambda lifting  a priori  Data Mining data-science data-analysis

set theory  Economics  hypothesis theory  law  economy  mathematical economics  Calculus  logic  probability  interpretation (logic) math-and-logic math-and-logic

Bar Chart  ggplot2  iOS Development  Dependent And Independent Variables  randomness  business analytics  Chart  Machine Learning  financial modeling  project data-science data-analysis

quantum teleportation  information theory  quantum mechanics  density matrix  computational chemistry  error detection and correction  quantum computing  qubit  physics  tailored access operations physical-science-and-engineering physics-and-astronomy

Style Sheets  css box model  HTML and CSS  modeling  Web Design  Web Development  CSS  style sheet (web development)  web  html computer-science mobile-and-web-development

Machine Learning  application programming interfaces  flask  web  modeling  project  Artificial Neural Networks  Python Programming  web application  Keras data-science machine-learning

Strategy  Supply Chain Planning  chaining  supply chain  supply chain management  Planning  Leadership and Management  Operations Management  Supply Chain Strategy  sources business business-strategy

project mine  Chart  project  Computer Graphics  Plotly  Python Programming  Statistical Visualization  General Statistics  Machine Learning  Data Visualization data-science data-analysis

media market  social media marketing  Social Media  Social Media Tools  influencer marketing  Marketing  social marketing  analytics  listening  market (economics) business marketing

DevOps  use error  specification (technical standard)  it service management  User Experience  Type I And Type Ii Errors  safety engineering  site reliability engineering  reliability engineering  Risk information-technology cloud-computing

R Programming  Econometrics  Regression  rstudio  Bayesian  analysis  Bayesian Statistics  General Statistics  Data Analysis  modeling data-science probability-and-statistics

utility  harmony  Communication  i-deas  ordered pair  baton  music  chord  piano  Strategy arts-and-humanities music-and-art

project  web  maximization (psychology)  brand  E-Commerce  Digital Marketing  search engine optimization  technical support  Project Management  Web Design business marketing

pricing  brand  Channel Management  Target Market  Leadership and Management  customer experience  credit cards  market (economics)  value proposition  Marketing business business-strategy

health indicator  interact  syndemic  comorbidity  entry point  biology  qualitative research  observation  process  interview life-sciences public-health

photography  history  japanese language  Culture  illustration  art  Poetry Writing  Art History  corporate spin-off  spins arts-and-humanities music-and-art

flow network  Permutations  Mechanical Engineering  hydraulics  fluid mechanics  beam robotics  Differential Equations  Civil Engineering  torque  Manometers physical-science-and-engineering mechanical-engineering

Python Programming  Deep Learning  R Programming  mathematical optimization  Regression  Gradient  Computer Programming  linear regression  linearity  Machine Learning data-science machine-learning

Demand Forecasting  supply chain analytics  demand  analytics  supply chain  seasonality  Categorical Variable  Forecasting  Demand Planning  analysis business business-essentials

leadership  Innovation  Planning  Change Management  empowerment  business case  modeling  personal advertisement  Mapping  project business business-strategy

brand  Advertising  logo  photography  Brand Management  Marketing  unique selling proposition  sales presentation  brand marketing  positioning (marketing) business marketing

international finance  Risk Management  Risk  corporate governance  leadership  Communication  orchard  enterprise risk management  management process  risk management framework business leadership-and-management

Logistic Regression  supervised learning  gradient descent  Gradient  statistical classification  Categorical Variable  Machine Learning  Regression  Missing Data  analysis data-science data-analysis

web service  inference  Deep Learning  web application  Experiment  interfaces  Machine Learning  Network Model  web  Python Programming data-science machine-learning

Leadership and Management  Project Management  deliverable  delegation  schedule  estimation (project management)  Microsoft Excel  organizing (management)  decomposition  project business business-essentials

relative change and difference  approximation algorithm  heuristic  hindley milner type system  polynomial-time approximation scheme  Algorithms  load balancing  Polynomial  linear programming  approximation computer-science algorithms

opencv  c dynamic memory allocation  internet  Framing  Python Programming  display devices  pixel  Software Engineering  Numpy  ipython computer-science software-development

Computer Architecture  architecture  simd  parallel computing  unified parallel c  message passing  memory  automatic vectorization  openmp  message computer-science software-development

discipline  chaining  pedagogy  teaching  child  experience  funds  principle  augmented assignment  phenomenon personal-development personal-development

probability  Topic Model  Natural Language Processing  modeling  analysis  Document Classification  Mixture Model  text mining  analytics  sentiment analysis data-science data-analysis

Geology  Collaboration  Urban Planning  process  Interior Design  Geographic Information System  Influencing  lecture  awareness  Strategy physical-science-and-engineering environmental-science-and-sustainability

focal (hp-41)  order of approximation  approximation  system u  optics algorithm  prism (surveillance program)  beam robotics  physics  mir:ror  curvature physical-science-and-engineering electrical-engineering

media psychology  Social Media  Video Editing  visual arts  media market  project  Accounting  budget  ordered pair  social media marketing business marketing

Machine Learning  artificial general intelligence  application domain  ethics of artificial intelligence  Human Learning  language  Artificial Neural Networks  Computer Vision  ethics  Deep Learning data-science machine-learning

key (cryptography)  access control list  data at rest  authentication  security  encryption  Software Security  uniform resource locator  System Software  authorization information-technology cloud-computing

leadership  mentorship  Leadership Development  informatics  experience  research and development  leadership style  nursing  nursing informatics  Collaboration business leadership-and-management

ibm cobol  system call  editing  login  display devices  exercise  command-line interface  Mainframe  find (command)  ispf information-technology data-management

Studentized Residual  General Statistics  probability theory  Central Tendency  probability  probabilistic independence  Random Variable  Data Analysis  covariance  randomness math-and-logic math-and-logic

hand  Scaling  adult  icm registry  child  music  group dynamics  exercise  Stroke  posture arts-and-humanities music-and-art

foreign policy  federal reserve system  authority  constitution  tax law  law  erisa law  labour law  undecidable problem  semigroup action social-sciences law

tailored access operations  noise  enabling  materials  Operations Management  recommender systems  homework  e-nable  electronics  euler's totient function physical-science-and-engineering electrical-engineering

noise  image processing  Machine Learning  grayscale  noise reduction  ordered pair  Python Programming  Test Set  Autoencoder  Tensorflow data-science machine-learning

FinTech  supply chain  BlockChain  reason  working capital  chaining  early adopter  trade finance  leverage (finance)  Finance business business-strategy

Problem Solving  running  animal health  choice  Human Learning  Disease Management  in situ  prevention  must  bellman equation social-sciences governance-and-society

hazard analysis and critical control points  supply chain  food security  prevention  global  food technology  food science  agriculture  chaining  agricultural products physical-science-and-engineering environmental-science-and-sustainability

endocrinology  organ system  Human Learning  biology  physiology  euler's totient function  human biology  biological anthropology  homeostasis  medicine life-sciences basic-science

personal advertisement  javascript syntax  Web Development  pageable memory  web  project  syntax  project mine  Javascript  template processor computer-science mobile-and-web-development

categorization  Discrete Mathematics  Mathematics  graphs  probability  randomness  Graph Theory  probability theory  Combinatorics  experiment (probability theory) math-and-logic math-and-logic

ordered pair  CSS  internality  html  display devices  syntax  web  menu bar  externality  web page computer-science mobile-and-web-development

Heat Map  Correlation And Dependence  project  Deep Learning  numbers (spreadsheet)  Data Visualization  web  c++  Python Programming  graphs computer-science software-development

education  project  principles of learning  interactive learning  english language  interactivity  project mine  flipping  gamification of learning  online learning social-sciences education

image registration  wrapper function  fmri  cerebrospinal fluid  R Programming  euler's totient function  image processing  neuroimaging  Computer Programming  neuroscience data-science data-analysis

energy  acoustics  biology  Audio Engineering  boundary element method  Scaling  risk-neutral measure  xojo  measurement  sound physical-science-and-engineering mechanical-engineering

Risk Management  capital market  Leadership and Management  financial engineering  value at risk  efficient frontier  real options  Finance  derivative  Risk business finance

penetration test  ordered pair  data breaches  technical support  breach (security exploit)  Computer Security Incident Management  security  case study  Network Security  ransomware information-technology security

interview  peering  facilitation  maximization (psychology)  physics experiments  trial and error  hypnosis  observation  online research methods  comfort arts-and-humanities philosophy

bargaining  probability  minimax  mathematical optimization  Mathematical Theory & Analysis  Strategy  exercise  opinion  Continuous Function  Game Theory math-and-logic math-and-logic

message  modeling  Strategy  value proposition  proposition  project  Planning  business plan  revenue  cost business leadership-and-management

Machine Learning  User Experience  interaction design  Market Research  Experimental Design  Map  social computing  user interface  Human Computer Interaction  User Research social-sciences governance-and-society

investment banking  market liquidity  Banking  investment  financial institution  bond market  expected utility hypothesis  Finance  capital market  asset business finance

career  method (computer programming)  device drivers  project  project mine  compiler  text editors  path (variable)  career counseling  language computer-science software-development

genetics  Cancer  cystic fibrosis  disease  gene  Human Genetics  population genetics  genomics  medical genetics  biology life-sciences basic-science

theory of relativity  astronomy  tailored access operations  classical mechanics  approximation  quantum mechanics  quantum computing  relative change and difference  physics  euler's totient function physical-science-and-engineering physics-and-astronomy

cost  Cost Accounting  Accounting  Operations Management  manufacturing process management  Management Accounting  Activity Based Costing  analysis  break-even  Leadership and Management business finance

real estate investing  funds  investment banking  asset allocation  investment strategy  index fund  investment  Strategy  asset  hedge (finance) business finance

Python Programming  Tensorflow  probability density function  front and back ends  Machine Learning  Keras  Generative Model  Deep Learning  modeling  Artificial Neural Networks data-science machine-learning

history  chemistry  salinity  Topography  Geology  evolution  remote sensing  biosphere  marine biology  satellite physical-science-and-engineering environmental-science-and-sustainability

NoSQL  Combination  backup and restore  SQL  Databases  user (computing)  streams  amazon dynamodb  display devices  Amazon Web Services information-technology cloud-computing

probability  Estimation  Causal Inference  Experiment  propensity score matching  Differential Equations  Econometrics  Causality  panel data  inference data-science probability-and-statistics

performance  language classification  Bayes Classifier  substring  language  Python Programming  Test Set  Machine Learning  Naive Bayes Classifier  statistical classification data-science machine-learning

Databases  ternary conditional operator  command-line interface  join (sql)  hive  relational algebra  Big Data  SQL  Apache  order by data-science data-analysis

web page  Web Development  web hosting service  web accessibility  html  semantics  HTML5  web  syntax  Web Design computer-science mobile-and-web-development

sharpe ratio  project  stock market  Standard Deviation  Finance  Microsoft Excel  investment  sortino ratio  stock  General Statistics business finance

interpersonal communication  crisis management  communication planning  facilitation  crisis communication  Communication  leadership  crisis  interpersonal relationships  personal branding business leadership-and-management

microsoft windows  Google App Engine  openfabrics alliance  Cloud Computing  microsoft visual studio  microsoft sql server  SQL Server  SQL  Cloud Platforms  Google Cloud Platform computer-science computer-security-and-networks

wind energy  Industrial Electrical Construction  HVAC Engineering  energy  physics  Electrical Construction  architecture  Electrical Engineering  Civil Engineering  Solar Energy physical-science-and-engineering environmental-science-and-sustainability

spreadsheet  Spreadsheet Software  linearity  Missing Data  Forecasting  imputation (statistics)  project  moving average  demand  evaluation data-science machine-learning

pygame  project  euler's totient function  display devices  video game development  physics  Computer Graphics  Python Programming  Software Engineering  computer animation computer-science software-development

abstraction  ?-recursive function  laravel  euler's totient function  interactivity  recursion  Continuous Function  lambda calculus  puzzle  index social-sciences education

brand  Marketing  architecture  brand architecture  Leadership and Management  brand awareness  Brand Management  Product Management  brand engagement  awareness business marketing

Training  Dimensionality Reduction  recommender systems  market (economics)  project  data clustering algorithms  market segmentation  Machine Learning  unsupervised learning  k-means clustering data-science machine-learning

Leadership and Management  Business Strategy  Strategy  market (economics)  Mergers & Acquisitions  real options valuation  real options  Growth Strategies  Innovation  scenario planning business business-strategy

Leadership and Management  Contract Negotiation  Planning  Project Management  principle  win-win game  Communication  project management certification  Negotiation  art business business-essentials

call and response  art  jazz improvisation  Scaling  jazz  harmony  gauss markov theorem  music  piano  chord arts-and-humanities music-and-art

interfaces  Transporting  physics  electronics  Electrical Engineering  Microelectronics  satellite  Electrical Control  molecular orbital  Polyvinyl Butyral (PVB) physical-science-and-engineering electrical-engineering

hold  education  teaching  educational psychology  organizing (management)  teacher training  relative change and difference  Planning  psychology lists  Leadership and Management social-sciences education

bioremediation  process  Geology  Chemical Engineering  water supply  flow network  case study  f.lux  chemistry  groundwater remediation physical-science-and-engineering environmental-science-and-sustainability

Finance  leadership  Planning  Entrepreneurship  process  Strategy  Leadership and Management  Human Resources  Marketing  Accounting business entrepreneurship

linearity  Computer Programming  dynamic programming  np-completeness  Polynomial  maximum flow problem  linear programming  linear inequality  flow network  Algorithms computer-science algorithms

syntax  github  probability density function  Booking  yaml  rstudio  surround sound  documents  html  ordered pair data-science data-analysis

Engineering Design  sewage  Innovation  Transporting  Leadership and Management  engineering management  sustainability  Urban Planning  Planning  Civil Engineering physical-science-and-engineering environmental-science-and-sustainability

digital signal processing  signal processing  decorrelation  electronics  convolution  graphs  frequency domain  stochastic  stochastic processes  relative change and difference physical-science-and-engineering electrical-engineering

drug development  Marketing  pharmaceutical industry  drug discovery  biotechnology  drugs  clinical pharmacology  pharmaceutical marketing  intellectual property  commercialization life-sciences healthcare-management

Communication  elevator pitch  public speaking  rhetoric  Speech Writing  human voice  confidence  Writing  presentation  speech business business-essentials

Sales Strategy  Finance  exit (system call)  Leadership and Management  Business Strategy  exit strategy  leadership  Strategy  Sales  Entrepreneurship business leadership-and-management

Null Hypothesis  Probability Distribution  General Statistics  ordered pair  Matplotlib  Estimation  hypothesis testing  Data Analysis  multiple comparisons  statistical hypothesis testing data-science machine-learning

modeling  evaluation  measurement  Support Vector Machine  Python Programming  Scikit-Learn  project  Accuracy And Precision  Training  Machine Learning data-science machine-learning

gene expression  foodborne illnesses  foodborne illness  genetics  gene  Bioinformatics  protein  Gene Expression Analysis  biology  dnas life-sciences health-informatics

Algorithms  Tensorflow  Machine Learning  probabilistic models  Regression  Reinforcement Learning  Human Learning  ordered pair  Finance  Artificial Neural Networks data-science machine-learning

current yield  fixed income  Finance  Machine Learning  project  maturity (finance)  Data Analysis  Mathematics  income  fixed income securities business finance

social determinants of health  health care  bias  Social Media Platforms  Social Media  securities research  health system  health equity  determinants of health  social epidemiology life-sciences public-health

business analytics  it operations analytics  ordered pair  mobile app  user interface  checkbox  analytics  extract  application programming interfaces  jpeg information-technology data-management

graphical user interface  recursively enumerable set  augmented reality  tracking system  Human Computer Interaction  direct manipulation interface  user control  Virtual Reality  head-mounted displays  interfaces computer-science mobile-and-web-development

flourishing  ancient greece  greek mythology  Culture  war  Art History  reason  art  mythology  history arts-and-humanities history

leverage (finance)  Chi-Squared Distribution  Studentized Residual  project  stock  investment banking  Finance  extract  net profit  financial markets business finance

content creation  Strategy  content marketing  content strategy  blogging  content management system  multimedia  consumer behaviour  copywriting  Communication business marketing

probability  Poisson Distribution  Binomial Distribution  Normal Distribution  analysis  Studentized Residual  Statistical Analysis  General Statistics  Chi-Squared Distribution  Microsoft Excel data-science data-analysis

religion  intimate relationships  intimate relationship  dialogue  principle  skepticism  prejudices  deliberation  philosophy  prejudice arts-and-humanities philosophy

Communication  Human Learning  korean language  listening  speech  public speaking  Culture  language  Writing  grammar language-learning other-languages

Communication  interact  cultural capital  strategic thinking  global  employment  cultural intelligence  Culture  Average  leadership business leadership-and-management

Leadership and Management  self-awareness  personal advertisement  competitiveness  self-discovery  career  competence (human resources)  employment  career development  brand personal-development personal-development

Audio Production  sound  guitar  electronic music  electronics  music  Audio Editing  microphone  Sound Design  ableton arts-and-humanities music-and-art

human voice  Communication  persuasion  rapport  Storytelling  speech  presentation  motivation  Influencing  public speaking business leadership-and-management

Regression  sports  regression toward the mean  Factorial  Microsoft Excel  Standard Deviation  Mathematics  augmented assignment  simulation  sports analytics data-science data-analysis

attack model  cryptographic protocol  application layer  web service  web  link layer  wireless security  symmetric-key algorithm  application layer protocols  public-key cryptography computer-science computer-security-and-networks

crisis  humanitarian  nutrition  public health  law  disaster  emergency  food security  Leadership and Management  emergency management social-sciences governance-and-society

core data  user interface  recursively enumerable set  flat design  Swift Programming  user interface design  java annotation  interfaces  human interface guidelines  iOS Development computer-science mobile-and-web-development

mathematical optimization  Tensorflow  statistical classification  Random Forest  decision tree  Statistical Analysis  Python Programming  Machine Learning  Scikit-Learn  Categorical Data data-science data-analysis

Framing  systems thinking  Scaling  materials  ecosystem  wind energy  thought  energy  adaptive capacity  system dynamics physical-science-and-engineering environmental-science-and-sustainability

peer-to-peer  smart contract  proof-of-work system  cryptocurrency  bitcoin  public-key cryptography  BlockChain  bitcoin network  ethereum  Cryptography business business-essentials

c++  Software Engineering  block code  modifier key  component diagram  c sharp (programming language)  project  soft key  basic block  unit type computer-science software-development

business process  project planning  product differentiation  project  Planning  Market Research  Creativity  money flow index  business plan  project plan business entrepreneurship

Procurement  supply chain management  Planning  purchasing management  Strategic Sourcing  category management  supply chain  Negotiation  Contract Management  Procurement Negotiations business leadership-and-management

coping with  behavior  Network Analysis  organizational structure  social network analysis  performance  partnership  Culture  Strategy  health care business leadership-and-management

project  Leadership and Management  leadership  software  open source  github  ethics  Software Engineering  Continuous Integration  sources computer-science software-development

Economics  political science  financial crisis  international relations  Determinants  constitution  korean language  historical linguistics  ordered pair  crisis social-sciences governance-and-society

house plan  wall  building information modeling  autocad  computer-aided design  3d modeling  autodesk 3ds max  beam robotics  Civil Engineering  sketchup physical-science-and-engineering mechanical-engineering

computational biology  genomics  presentation  Biostatistics  unix  analysis  molecular biology  genetics  command-line interface  Bioinformatics data-science data-analysis

experience  Healthcare Delivery Systems  physicians  physician  Regulatory Affairs  primary care physician  Payments  patient  accountable care organization  Specialty Care business finance

Machine Learning  Training  emotions  project  Deep Learning  Tensorflow  network performance  facial  Computer Vision  Convolutional Neural Network data-science machine-learning

web  HTML5  CSS  html  ordered pair  Style Sheets  Operating Systems  Web Development  Graphic Design  Javascript computer-science mobile-and-web-development

process  Computer Programming  sign  nest  Switches  project  evaluation  ordered pair  Integral  digital signature computer-science software-development

likelihood function  Support Vector Machine  maximum likelihood estimation  cross-site request forgery  Convolutional Neural Network  thematic map  systems engineering  remote sensing  Principal Component Analysis  Engineering Activities physical-science-and-engineering electrical-engineering

Data Structures  Java Programming  search tree  java (software platform)  sorting algorithm  algorithmics  Algorithms  Computer Programming  sorting  priority queue computer-science algorithms

film  disease  psychologies  process  Human Learning  dementia  memory processes  memory  euler's totient function  ageing life-sciences psychology

value-based pricing  medicine  fee-for-service  nurse practitioner  informatics  telehealth  health information technology  patient  health informatics  public health life-sciences health-informatics

Web Development  deployment environment  Kubernetes  Software Engineering  running  docker (software)  c++  Python Programming  web  project information-technology support-and-operations

astronomy  dichotomy  hermeneutics  evolutionary creation  evolution  bible  historiography  religion  biological evolution  faith arts-and-humanities philosophy

political science  parapsychology  physics  observational astronomy  verse protocol  energy  philosophy of mind  astronomy  scientific method  philosophy arts-and-humanities philosophy

cognitive dissonance  government budget balance  economy  fear  Economics  political science  international relations  evaluation  middle east  guided democracy social-sciences governance-and-society

join (sql)  having (sql)  SQL  pro*c  Rowing  null coalescing operator  Databases  macro (computer science)  order by  modulo operation data-science data-analysis

Integral  derivative  integral calculus  adaptive grammar  Calculus  explicit substitution  lambda calculus  ?-calculus  Differential Calculus  Mathematics math-and-logic math-and-logic

evaluation  usability  health informatics  decision aids  list (abstract data type)  biomedical engineering  key frame  decision support system  gleaning  Decision Making life-sciences health-informatics

survey data collection  web  survey methodology  mobile web  interview  self-administration  alternative data  Survey Design  respondent  Survey Research life-sciences psychology

Accounting  blogging  mobile app  page layout  Data Structures  project  dynamic web page  Digital Marketing  personalization  entry point computer-science software-development

software prototyping  virtual prototyping  ansys  Model Optimization  Machine Learning  pido  rapid prototyping  evosuite  testbed  manual testing data-science machine-learning

Autodesk  autodesk revit architecture  architecture  autocad architecture  p-rep  building information modeling  autocad  Construction Management  Civil Engineering  test preparation physical-science-and-engineering mechanical-engineering

theory of relativity  energy  thought  verse protocol  inflation  tailored access operations  physics  astronomy  quantum mechanics  Human Learning physical-science-and-engineering physics-and-astronomy

record (computer science)  language  structured text  go (programming language)  c++  garbage collection (computer science)  numbers (spreadsheet)  go! (programming language)  Computer Programming  subroutine computer-science software-development

electronic circuit simulation  noise  electronics  Operations Management  c dynamic memory allocation  simulation  Electrical Engineering  Digital Circuit Design  Circuit Design  Analog Circuit Design physical-science-and-engineering electrical-engineering

internet  social network  throughput  power control  network congestion  wi-fi  pagerank  cellular network  flat rate  auctions computer-science computer-security-and-networks

analysis  hindley milner type system  Outlier  data clustering algorithms  fuzzy logic  Computer Programming  Python Programming  Algorithms  dbscan  cluster analysis data-science machine-learning

recursively enumerable set  verification and validation  Electrical Engineering  Logic Analyzers  interfaces  Hardware Design  Verilog  java annotation  software  Systems Design physical-science-and-engineering electrical-engineering

Data Analysis  Microsoft Excel  keyboard shortcut  spreadsheet  page layout  Leadership and Management  sorting  Chart  Pie Chart  analysis business business-essentials

Art History  Poetry Writing  music  subtyping  facial  chinese language  female  art  monk  male arts-and-humanities music-and-art

hype cycle  partnership  Digital Marketing  process  Innovation  diffusion of innovations  modeling  stakeholder analysis  strategic management  value network business entrepreneurship

main lesson  audience  learning how to learn  presentation  monroe's motivated sequence  lecture  Sales  objective-c  organizing (management)  object lesson language-learning learning-english

process modeling  business process  Process Mining  process  modeling  netting  petri net  conformance checking  Data Mining  Algorithms data-science data-analysis

Regulatory Affairs  Writing  analysis  drugs  Market Analysis  rate of return  discrimination  Critical Thinking  chief executive officer  Innovation business finance

sources  Computer Programming  Cloud Computing  ipython  Apache  IBM Cloud  rstudio  programming tool  Python Programming  open source data-science data-analysis

geologic record  evolution  climate change  biodiversity  paleontology  extinction events  species  Geology  biological anthropology  extinction event physical-science-and-engineering environmental-science-and-sustainability

framebuffer  Virtual Reality  Android Development  interactivity  phong shading  Mobile Development  immersion (virtual reality)  recursively enumerable set  phong reflection model  3d computer graphics computer-science mobile-and-web-development

dialog box  file shortcut  adobe photoshop  project mine  html  matching  keyboard shortcut  Machine Learning  poster  project computer-science design-and-product

Algorithms  Data Analysis  numbers (spreadsheet)  evaluation  Machine Learning  Regression  Dependent And Independent Variables  Human Learning  Regression Analysis  decision tree data-science machine-learning

User Research  storyboarding  Human Computer Interaction  interaction design  User Experience  rapid prototyping  user interface  paper prototyping  usability  heuristic evaluation computer-science design-and-product

virtue  justice  father  psychology  philosophy  dialogue  reason  Poetry Writing  thought  moral psychology arts-and-humanities philosophy

Databases  analytics  graphs  Data Structures  Big Data Analytics  Data Management  Big Data  Data Model  Leadership and Management  modeling data-science data-analysis

recurrent neural network  Artificial Neural Networks  Machine Learning  Autoencoder  Deep Learning  Convolutional Neural Network  Python Programming  Human Learning  Regression  Keras data-science machine-learning

Epidemics  disease  Vaccine Development  outbreak  mosquito  infectious diseases  epidemic  infection  emerging infectious disease  public health life-sciences public-health

active listening  Communication  perception  process  emotions  awareness  Receiving  interrupts  emotion  modeling business leadership-and-management

test-driven development  software  hypothesis  Agile Software Development  Software Engineering  scrum (software development)  agile testing  Leadership and Management  design sprint  Continuous Delivery computer-science design-and-product

quantitative research  focus group  Market Research  research methods  Recruiting  qualitative research  marketing research  market (economics)  secondary research  analysis business marketing

Time Series  maximum likelihood estimation  mechanism of action  likelihood function  epidemic  vaccination  calibration  least squares  mathematical model  relative change and difference life-sciences public-health

Angular  process  event-driven programming  language  Software Engineering  Algorithms  ordered pair  Computer Programming  debugging  angularjs computer-science algorithms

medicinal chemistry  chemistry  physics  significant figures  ordered pair  compounding  Chemical Engineering  Stoichiometry  environmental chemistry  sodium physical-science-and-engineering chemistry

Software Security  powershell  Microsoft Azure  virtual machine  Cloud Computing  Cloud Applications  unix shells  cloud computing security  Network Security  Software As A Service information-technology cloud-computing

variance  Accuracy And Precision  genetics  Feature Scaling  lambda calculus  Outlier  cleaning  Estimation  Missing Data  combine data-science machine-learning

Communication  Visual Design  Interior Design  language  visual hierarchy  art  Computer Graphics  evaluation  visual language  Graphic Design arts-and-humanities music-and-art

my own country  digital journalism  news  mass communication  self-interest  Broadcast  sources  network news transfer protocol  Social Media  Journalism arts-and-humanities music-and-art

tracking  sources  Software Engineering  cloning  codebase  Leadership and Management  version control  control (management)  test automation  source code computer-science software-development

grammar  Planning  english language  doubt  interview  consumption (economics)  experience  language  opinion  Language Learning language-learning other-languages

Writing  computer animation  checkbox  project  parenting  e-nable  particle system  parent  behavior  .properties computer-science software-development

renewable energy  Energy Products  Electrical Engineering  computational fluid dynamics  wind energy  fluid mechanics  resource  Energy Assessment  energy  exergy physical-science-and-engineering environmental-science-and-sustainability

Cisco  Cryptography  single-root input/output virtualization  i/o virtualization  data plane development kit  packet processing  network function virtualization  intel 8259  packaging  Cloud Computing information-technology networking

image editing  image compression  image segmentation  image restoration  image processing  image analysis  digital image  sparse  analysis  digital image processing math-and-logic math-and-logic

artery  neurology  reflexes  somatics  Cortex  arteries  anatomy  central nervous system  neuroscience  neuron (software) life-sciences basic-science

grammar  email writing  Note Taking  Writing  technical analysis  email  report writing  content marketing  email marketing  Digital Marketing business business-essentials

Poster Design  media market  Computer Graphics  Marketing Design  Digital Marketing  poster  Social Media  Graphic Design  Marketing  social media marketing business marketing

Data Model  database model  SQL  sqlite  modeling  json  Databases  Python Programming  Computer Programming  relational database computer-science software-development

experience  confidence  doubt  health  psychotherapy  phenomenology  palaces  opinion  thought  sustainability life-sciences psychology

hypothesis testing  R Programming  analysis  probability  General Statistics  statistical hypothesis testing  hypothesis  Computer Programming  confidence  Confidence Interval data-science probability-and-statistics

violence  law of effect  justice  suicide  Criminal Justice  Mental Illness  psychology  intimate part  law  crime social-sciences governance-and-society

Computer Vision  Tensorflow  opencv  Machine Learning  Average  tracking  vision objects  object detection  Python Programming  face recognition data-science machine-learning

injury  patient  body regions  injuries  anatomy  prosthesis  pathology  Surgery  traumatology  elbow life-sciences patient-care

natural language  language  Logistic Regression  Machine Learning  analysis  hyperparameter  natural language toolkit  Scikit-Learn  Regression Analysis  sentiment analysis data-science machine-learning

opencv  experience  biology  selenium  project  cost  cloudera  PyTorch  cloud computing security  running computer-science software-development

portfolio optimization  financial markets  Planning  time horizon  preference  investment  investment strategy  funds  Finance  Financial Management business finance

smart grid  internet of things  java annotation  home network  smart home  simulation  environment variable  Networking Hardware  project  Computer Networking information-technology networking

graphic communication  Organizational Development  evaluation  Leadership and Management  Receiving  Peer Review  organization design  sources  competitiveness  project business business-strategy

analysis  Machine Learning  Data Mining  Artificial Neural Networks  Regression Analysis  Data Analysis  data reporting  Human Learning  Regression  Big Data data-science data-analysis

event (computing)  meteor  Javascript  routing  responsive web design  authentication  web  mongodb  observer pattern  html computer-science mobile-and-web-development

Mobile Development  Computer Programming  Project Management  project  representational state transfer  Java Programming  java (software platform)  Python Programming  java syntax  variable (computer science) computer-science mobile-and-web-development

Algorithms  positive and negative predictive values  boolean algebra  data type  instrumentation (computer programming)  identified patient  logic  patient  Combination  performance data-science data-analysis

matrices  Collaboration  interact  Python Programming  euler's totient function  project  Data Analysis  E-Commerce  recommender systems  project mine data-science probability-and-statistics

Word Embedding  natural language  sentiment analysis  analysis  Vector Spaces  translation  Natural Language Processing  Naive Bayes Classifier  language  Bayes Classifier data-science machine-learning

Mergers & Acquisitions  asset  modern portfolio theory  trade finance  islamic banking and finance  credit risk  structured finance  Finance  bond market  leveraged buyout business finance

foreign branding  brand  relationship marketing  consumer behaviour  new media  conspicuous consumption  self-esteem  Sales  elitism  chinese language business business-strategy

rational doors  resource  numbers (spreadsheet)  purchasing  observation  constructivist teaching methods  Causality  teaching  error  materials social-sciences education

future generation  affect (education)  learning to learn  gift  materials  Human Learning  education  open-mindedness  teaching  affair social-sciences education

user interface design  interaction design  E-Commerce  Product Management  interfaces  Web Design  user interface  User Experience  User Experience Design  Human Computer Interaction computer-science design-and-product

instructional design  multimedia  electronics  html  probability density function  portable document format  evaluation  web accessibility  assistive technology  entry point information-technology support-and-operations

Gradient  radiography  spins  signal processing  encodings  radiology  pulse  nyquist shannon sampling theorem  field of view  medical imaging life-sciences research

iron  oxygen  blast  process  Mechanical Engineering  materials  Chemical Engineering  Welding  Metallurgy  euler's totient function physical-science-and-engineering electrical-engineering

energy  Solar Systems  astronomy  physics  observation  verse protocol  theory of relativity  astrobiology  history  observational astronomy physical-science-and-engineering physics-and-astronomy

web development software  project  html  Software Engineering  Web Design  CSS  Web Development  web  semantics  assistive technology computer-science software-development

Product Management  infonomics  information theory  analytics  Big Data  Business Intelligence  asset management  intangible asset  asset  monetization business business-essentials

Computer Programming  abstraction  iOS Development  event (computing)  Program Development  Expectation Maximization Algorithm  i-deas  lambda calculus  Algorithms  resource social-sciences education

electronic circuit simulation  simulation  power electronics  mathematical optimization  Electrical Engineering  materials  electronics  oled  homework  scalable vector graphics physical-science-and-engineering electrical-engineering

supply chain  supply chain risk management  supply chain management  flow network  Customer Relationship Management  Leadership and Management  internality  purchasing management  Contract Management  Procurement business leadership-and-management

nonverbal communication  Building Effective Relationships  performance  Communication  Leadership and Management  motivation  Marketing Management  employee motivation  leadership  Change Management business leadership-and-management

Leadership and Management  security  linux console  Studentized Residual  linux on embedded systems  sudo  access control  server administrator  security controls  euler's totient function information-technology security

Peer Review  global marketing  Innovation  Benefits  situation analysis  cost  intangibles  software incompatibility  project  Marketing business marketing

sources  history  film  photography  Photojournalism  father  art  Art History  illustration  film studies arts-and-humanities history

leadership  Leadership Development  Planning  organizational culture  leadership style  Culture  Writing  Influencing  Audit  employment business entrepreneurship

Continuous Function  pro*c  compiler  data dependency  SQL  macro (computer science)  control flow  general-purpose macro processor  parameter (computer programming)  symbol table computer-science software-development

guitar  listening  Audio Engineering  analysis  Strategy  evaluation  Video Editing  project  music  performance arts-and-humanities music-and-art

Sales  organizing (management)  Leadership and Management  interview  training and development  business administration  Recruitment  Strategy  sales operations  sales management business leadership-and-management

credit cards  market (economics)  personal advertisement  Leadership and Management  money management  insurance  stock  credit  Entrepreneurship  Finance business finance

brain test  anatomy  philosophy  Geometry  neuroscience  perception  photography  color vision  Plant Biology  color psychology life-sciences basic-science

Innovation  derivative  Intellectual Property Law  intellectual property  defense  copywriting  service innovation  law  software  doctrine business business-essentials

flow network  Mechanical Engineering  Power Supplies  computational fluid dynamics  hydraulics  Hybrid Vehicle Manufacturing  valve  simulation  simulink  fluid mechanics physical-science-and-engineering mechanical-engineering

image quality  json  path (variable)  vector graphics  r&d management  c dynamic memory allocation  inkscape  euler's totient function  workspace  R Programming computer-science design-and-product

mathematical optimization  business analytics  analysis  Data Analysis  Decision Making  analytics  data clustering algorithms  simulation  Business Analysis  cluster analysis data-science data-analysis

Tensorflow  Convolutional Neural Network  Keras  Machine Learning  Deep Learning  Python Programming  Human Learning  Autoencoder  recurrent neural network  Artificial Neural Networks data-science machine-learning

research methods  secondary data  Urban Planning  quasi-experiment  City Planning  operationalization  conceptual framework  problem statement  empirical research  empirical evidence social-sciences education

analysis  disease burden  problem solving methods  Epidemiology  public health  disease  Problem Solving  measurement  methodology  health indicator life-sciences public-health

Business Systems Analysis  computational biology  mbase  dimacs  Systems Design  systems biology  Facility Design  Mathematical Methods in Science  biology  bios physical-science-and-engineering research-methods

project risk management  Project Management  analysis  Planning  project  Risk  quality control  Procurement  Leadership and Management  Risk Management business leadership-and-management

Market Conditions  market (economics)  drop shipping  investment  Entrepreneurship  international law  global marketing  foreign policy  Human Learning  global business business-strategy

family  analysis  sexology  homosexuality  male  circumcision  sexuality  korean language  social constructionism  sexual orientation social-sciences governance-and-society

project  enabling  organizational learning  extract  persistence  i-deas  learning styles  problem-based learning  e-nable  meta learning information-technology cloud-computing

Planning  Leadership and Management  project planning  software  time management  project  scope (project management)  Project Management  project management professional  project plan business leadership-and-management

Digital Marketing  mathematical optimization  usability  ordered pair  web  web analytics  content management system  Web Design  wordpress  search engine optimization computer-science mobile-and-web-development

Influencing  interview  energy  Solar Systems  pragmatics  astronomy  natural selection  religion  verse protocol  Culture arts-and-humanities history

protein  vital signs  Training  lambda lifting  mental health  physical activity  bodyweight exercise  exercise  endurance training  endurance life-sciences basic-science

options strategies  project  label  analytics  tableau software  stock  treemapping  Data Analysis  Finance  trading business finance

Public Relations  Advertising Strategy  semiotics  history  history of advertising  Advertising  advertising techniques  advertising management  Marketing  Strategy social-sciences economics

stock market  microeconomics  Economics  market (economics)  Behavioral Economics  perfect competition  supply and demand  supply chain  demand  Game Theory social-sciences economics

drug development  Clinical Drug Development  drugs  Drug Regulatory Affairs  Phases Of Clinical Research  Clinical Trial  clinical trials  Regulatory Affairs  affair  clinical research life-sciences research

data integrity  health human resources  Health Data Analysis  Clinical Information Systems  decision support system  evidence-based practice  digital health  health data  analytics  health system life-sciences health-informatics

number theory  mathematical induction  puzzle  elementary mathematics  Square (Algebra)  Mathematics  dissection  approximation  Closed-Form Expression  numbers (spreadsheet) math-and-logic math-and-logic

Actuators  relative change and difference  satellite  dynamical system  .properties  measurement  optimal control  torque  Continuous Function  physics physical-science-and-engineering physics-and-astronomy

Mechatronics  Accuracy And Precision  manufacturing process management  calibration  electronics  robotics  Pressure Sensor  linearization  Electrical Engineering  process control physical-science-and-engineering electrical-engineering

organizational culture  Collaboration  facilitation  technology strategy  Leadership and Management  Performance Management  Strategy  strategy implementation  organizational structure  strategic management business business-strategy

waterborne diseases  public health  health equity  infection  disease  health  cholera  climate change  climate change scenario  environmental health life-sciences public-health

General Statistics  Dimensionality Reduction  Matplotlib  lambda calculus  Computer Programming  Apache Spark  Data Visualization  Python Programming  Apache  SQL data-science data-analysis

mechanical ventilation  quality control  Air Emissions  Mechanical Engineering  Remediation Design  chromatography  indoor air quality  Paint Sprayer  pollution  adobe air physical-science-and-engineering mechanical-engineering

inference  General Statistics  monte carlo method  markov chain  modeling  Bayesian  chaining  Bayesian Inference  markov chain monte carlo  Bayesian Statistics data-science probability-and-statistics

disease  pandemics  outbreak  epidemic  pandemic  infectious diseases  public health  law  quarantine  Epidemics social-sciences governance-and-society

statistical classification  Regression  mathematical optimization  Python Programming  decision tree  Document Classification  n-gram  Machine Learning  Algorithms  hyperparameter data-science machine-learning

online learning  storyboarding  blogging  Storytelling  creative writing  photography  education  instructional design  Video Editing  teaching social-sciences education

c file input/output  presentation  speech  Storytelling  Writing  audience  i-message  Speech Writing  reason  public speaking personal-development personal-development

project  analysis  Machine Learning  Data Analysis  Python Programming  General Statistics  Data Visualization  Exploratory Data Analysis  Plotly  Statistical Graphics data-science machine-learning

history of biotechnology  comparative genomics  crispr gene editing  genetic engineering  genetics  synthetic biology  genomics  epigenetics  gene  biotechnology life-sciences basic-science

relational database  bigquery  Data Analysis  R Programming  SQL  Clinical Data Analysis  Computer Programming  rstudio  join (sql)  analysis data-science data-analysis

performance  lingoes  Scaling  piano  harmony  music  guitar  jazz improvisation  chord  jazz arts-and-humanities music-and-art

leadership  enabling  thought  education  ethics  experience  choice  Leadership Development  value premium  reason business leadership-and-management

market (economics)  price discrimination  market power  market segmentation  product differentiation  self-selection bias  Game Theory  intellectual property  pricing  path dependence business business-strategy

Central Tendency  Basic Descriptive Statistics  Microsoft Excel  Pivot Table  Regression  evaluation  Market Analysis  analytics  Marketing  measurement business marketing

physical therapy  pediatrics  food science  eating  nutrition  nutritionist  psychology  geriatrics  obesity  diet and obesity life-sciences nutrition

Project Management  project  LinkedIn  tracking  saving  personal branding  brand  personal advertisement  Accounting  business analytics business business-strategy

coaching  Human Learning  Training Materials  hubspot  onboarding  materials management  Sales  sales process engineering  Strategy  Recruiting business leadership-and-management

ecosystem health  global  ecosystems  sustainability  marine ecosystem  resource  biodiversity  ecosystem  large marine ecosystem  Leadership and Management social-sciences governance-and-society

Algorithms  Bioinformatics  gene expression  Expression Profiling  perfect phylogeny  data clustering algorithms  gene  genomics  computational problem  phylogenetic tree life-sciences health-informatics

political science  english language  i-deas  Accounting  law  american law  Writing  voting  re-define  constitution social-sciences governance-and-society

Programming Principles  principle  semantics  syntax  python syntax and semantics  language  Computer Programming  interactive computing  interactivity  Python Programming computer-science software-development

drop-down list  ordered pair  Data Analysis  Booking  quotation  upload  github  Android Development  android studio  logic gate computer-science mobile-and-web-development

data type  relational database management system  Numpy  Basic Descriptive Statistics  Data Structures  Python Programming  Databases  SQL  euler's totient function  jpeg data-science data-analysis

language  Mobile Development  Computer Programming  dart (programming language)  iOS Development  android studio  interactivity  object-oriented programming  interactive storytelling  web computer-science mobile-and-web-development

income statement  analysis  cash flow  Finance  flow network  balance sheet  Financial Accounting  income  Accounting  financial statement business finance

rna-seq  Data Analysis  Biostatistics  molecular biology  Bioinformatics  genetic engineering  running  genetics  genomics  analysis data-science data-analysis

ArcGIS  remote sensing  software  satellite  General Statistics  analysis  Spatial Analysis  multispectral image  Geographic Information System  measurement physical-science-and-engineering environmental-science-and-sustainability

performance  education  teacher quality assessment  evaluation  choice  educational practices  measurement  resource  process  school choice social-sciences education

Trigonometric Integral  image editing  numbers (spreadsheet)  Python Programming  project  Machine Learning  poster  display devices  Video Editing  c++ computer-science design-and-product

recursively enumerable set  web application  asp.net  web  english language  Web Development  asp.net core  project  business object  microsoft visual studio computer-science mobile-and-web-development

information retrieval  select (sql)  mysql  ascendency  Databases  SQL  modulo operation  ternary conditional operator  join (sql)  null coalescing operator data-science data-analysis

medication  Leadership and Management  asthma  patient  respiratory diseases  medicine  pharmacology  anatomy  emergency  emergency medicine life-sciences patient-care

grasp  meditation  harassment  Negotiation  arbitration  organizational conflict  trapping  process  modeling  conflict resolution business leadership-and-management

Natural Language Processing  information extraction  Keras  front and back ends  recurrent neural network  Long Short-Term Memory  machine translation  named-entity recognition  Network Model  Machine Learning data-science machine-learning

supply chain  BlockChain  prediction markets  market (economics)  openfabrics alliance  Benefits  zero-knowledge proof  bitcoin  demand chain  digital identity information-technology security

modeling  numerical analysis  materials  computational social science  cost benefit analysis  Behavioral Economics  simulation  utility  agent-based model  computer simulation data-science machine-learning

Communication  recursively enumerable set  General Statistics  data type  analysis  case study  encodings  Kaggle  Information Visualization  Statistical Analysis data-science data-analysis

modeling  computer-aided design  Engineering Design  3d modeling  Autodesk  Manufacturing Processes  process  manufacturing process management  Mechanical Design  simulation physical-science-and-engineering mechanical-engineering

electronics  energy  fiber optics  optics algorithm  Electrical Engineering  Deep Learning  materials  signal processing  material (computer graphics)  homework physical-science-and-engineering electrical-engineering

market segmentation  business plan  Customer Relationship Management  Planning  value proposition  modeling  Business Modeling  business model canvas  market (economics)  Entrepreneurship business business-strategy

Pandas  Python Programming  Missing Data  Applied Machine Learning  Machine Learning  FinTech  concatenation  Data Science  Numpy  Deep Learning data-science data-analysis

nursing education  emergency medical services  Patient Care  Communication  syndrome  emergency management  patient  differential diagnosis  nursing  Healthcare Management life-sciences patient-care

Marketing  technology strategy  project  marketing plan  marketing strategy  Planning  Strategy  marketing mix  Product Marketing  Market Research business marketing

c dynamic memory allocation  java annotation  2.5d  web  web server  internet of things  internet  porting  interfaces  interactivity physical-science-and-engineering electrical-engineering

great man theory  music  jazz  history of rock  scholar  guitar  gauss markov theorem  popular music  sign  rockbox arts-and-humanities music-and-art

backup  Databases  private network  Cloud Platforms  data security  virtual private server  image processing  web hosting service  Cloud Computing  web server computer-science software-development

experience  Finance  stock  Communication  interest  stock market  presentation  financial markets  interest rate  market (economics) business finance

General Statistics  Average  Pareto Chart  project  Box Plot  sampling statistics  rstudio  Histogram  Chart  Trigonometric Integral business leadership-and-management

logarithmic distribution  Exponential Family Probability Distributions  Frequency Distribution  univariate distribution  Stable Probability Distributions  food science  Poisson Distribution  Percentile  conditional probability distribution  Probability Distribution data-science probability-and-statistics

lambda calculus  Solar Energy  packaging  astronomy  physics  Nanotechnology  java annotation  .properties  silicon  materials physical-science-and-engineering physics-and-astronomy

Chinese Medicine  medicine  traditional medicine  herbal  ayurveda  homeopathy  treatment of cancer  Cancer  oncology  acupuncture life-sciences patient-care

natural history  public health  epidemic  risk factors  disease  relative change and difference  outbreak  Epidemiology  Epidemics  Risk Factor life-sciences public-health

Computer Programming  data type  primitive data type  Payments  ordered pair  java (software platform)  expense  project  c++  Arithmetic computer-science software-development

recursion  mathematical optimization  bootstrap aggregating  Correlation And Dependence  hyperparameter  Hyperparameter Optimization  Machine Learning  Model Selection  Feature Selection  lasso (programming language) data-science machine-learning

wireless  wireless security  authentication  encryption  information security  Network Security  Cryptography  security  System Security  network monitoring information-technology security

conflict resolution  Negotiation  arbitration  Performance Management  Change Management  Leadership Development  Leadership and Management  Conflict Management  leadership  performance business leadership-and-management

analysis  analytics  SQL  Business Analysis  relational database  Data Analysis  Data Model  Databases  business analytics  modeling data-science data-analysis

intellectual  educational psychology  open-mindedness  evaluation  categorization  fear  everyday life  bias  religion  belief arts-and-humanities philosophy

white pride  Average  pride  stonewalling  autoethnography  history  listening  gay pride  empathy  psychology arts-and-humanities philosophy

school counseling  evaluation  process  exit (system call)  project mine  Student's t-Distribution  teaching  parenting  Data Science  parent social-sciences education

sign language  parenting  teaching method  parent  deaf education  experience  teaching  education  educational practices  child social-sciences education

social network  Collaboration  public domain  composite artifact colors  intellectual property  experience  intellectual  Social Media  Storytelling  Social Networking personal-development personal-development

antibiotic  environmental health  animal health  microbiology  infant mortality  food security  antibiotics  antimicrobials  contact tracing  public health life-sciences public-health

smart contract  bitcoin network  bitcoin  Cryptography  hashing  cryptocurrency  BlockChain  ethereum  proof-of-work system  public-key cryptography computer-science software-development

component-based software engineering  arduino  internet  Computer Programming  personal area network  node-red  software  wireless  raspberry pi  internet of things information-technology cloud-computing

greek mythology  Archeology  history  scientific management  dignity  conquesting  charisma  art  ordered pair  Art History arts-and-humanities history

master of science in project management  intellectual property  commercialization  microsoft project  capital market  technical feasibility  research and development  intellectual capital management  scientific management  intellectual capital business business-strategy

phpmyadmin  Databases  SQL  relational database  SQL Server  mysql  database model  modeling  Database Design  Leadership and Management computer-science mobile-and-web-development

euler's totient function  analysis  approximation  Closed-Form Expression  power electronics  Switches  Electrical Engineering  employment  system dynamics  electronics physical-science-and-engineering electrical-engineering

Chemical Engineering  Wood Framing  Professional Engineer  safety  beam robotics  safety engineering  fire protection  fire safety  fire protection engineering  Fire Suppression physical-science-and-engineering environmental-science-and-sustainability

computer animation  Computer Programming  desire  project  3d modeling  virtual camera system  video game development  modeling  upload  autodesk maya computer-science design-and-product

sources  Contract Management  supply chain management  purchasing management  analytics  Procurement  Leadership and Management  purchasing  supply chain  customer service business leadership-and-management

cost  Planning  pricing  break-even  consumer behaviour  organizational structure  business plan  market (economics)  break-even (economics)  market segmentation business business-essentials

Average  project  Chart  analysis  Planning  Entrepreneurship  elementary mathematics  Financial Analysis  Finance  Project Management business entrepreneurship

Leadership and Management  Lean Methods  lean six sigma  Process Improvement  kanban  process  six sigma  Mapping  principle  Trigonometric Integral business business-essentials

analysis  SQL  stock  Statistical Analysis  saving  project mine  project  General Statistics  interactivity  Apache Spark data-science data-analysis

social entrepreneurship  design thinking  thought  Innovation  brainstorming  innovation management  Storytelling  illustration  autism  agriculture social-sciences education

mindfulness  coaching  psychotherapy  mental health  emotional well-being  parenting  motivation  employee engagement  weight loss  self-determination theory life-sciences psychology

swot analysis  project  career  Peer Review  Accounting  documents  Business Writing  evaluation  Writing  personal advertisement business business-essentials

process  a t.i.m.e.  project  Accounting  parenting  Group Instruction  project mine  choice  teaching  utility social-sciences education

Customer Relationship Management  balance sheet  Human Resources  it service management  speeded up robust features  ordered pair  running  Human Learning  business partner  workforce management business business-essentials

 The Life of Stars  Galaxies and Their Environments  The History of The Universe. entry point  hole  Solar Systems  drake equation  Census  physics  theory of relativity  death  astronomy

application programming interfaces  Writing  user (computing)  regular expression  video game development  Python Programming  Software Testing  logic gate  data type  unit testing computer-science software-development

system u  table (database)  relational database  database management systems  Databases  Database Design  SQL  Rowing  data retrieval  unique key information-technology data-management

fluid mechanics  chemistry  statistical mechanics  Mechanical Engineering  Integral  Studentized Residual  Chemical Engineering  physics  molecular dynamics  energy physical-science-and-engineering mechanical-engineering

google apps script  project  Planning  email  leadership  euler's totient function  Dynamic HTML  Project Management  authorization  html business business-strategy

analysis  path (variable)  business analytics  text mining  Map  analytics  SPSS  google analytics  Data Analysis  Network Analysis data-science data-analysis

encryption  digital signature  security  security compliance  security management  hashing  iso/iec 27001:2013  Cryptography  cyber security standards  signature information-technology security

Data Visualization  quantum computing  business analytics  Recruitment  analytics  Closed-Form Expression  Chart  Business Intelligence  euler's totient function  Data Warehousing business leadership-and-management

piano  flourishing  music  chord  signified and signifier  Average  dialogue  home security  anticipation  must arts-and-humanities history

political science  sources  financial system  foreign direct investment  trading  economy  Finance  Banking  global  Economics social-sciences economics

Causality  denial  ethics  sociology  religion  relative change and difference  philosophy  Anthropology  skepticism  climate change skepticism and denial arts-and-humanities philosophy

international law  security  fundraising  Transporting  law  relative change and difference  internality  level playing field  principle  facilitation social-sciences law

user interface  software  Computer Programming  lecture  mobile app  Android Development  Mobile Development  Software Engineering  html  android studio computer-science mobile-and-web-development

Cancer  benign prostatic hyperplasia  therapy  erectile dysfunction  biology  prostate cancer screening  prostate  radiation therapy  chemotherapy  Cancer Biology life-sciences patient-care

Finance  financial markets  trading  investment  bond market  market (economics)  stock  Economics  stock market  foreign exchange market business finance

radiation therapy  inflammatory breast cancer  lymph  Cancer  genetics  lymph node  breast cancer  breast  Surgery  Clinical Trial life-sciences basic-science

mental state  mental health  psychiatric history  psychiatry  obsessive compulsive disorder  biopsychosocial model  mental health professional  patient  psychotherapy  Mental Illness life-sciences basic-science

Matplotlib  Machine Learning  linearity  Gradient  Computer Programming  Numpy  gradient descent  linear regression  Python Programming  Regression data-science machine-learning

Data Analysis  analytics  Advertising  a/b testing  conjoint analysis  analysis  relative change and difference  Market Analysis  Marketing  marketing strategy business leadership-and-management

project  Communication  tutor  english grammar  Culture  editing  personal advertisement  listening  education  english language language-learning learning-english

lgbtq psychology  oppression  human sexuality  discrimination  law  sexual harassment  lgbt  sex  lgbt sex education  sexuality life-sciences psychology

project  augmented assignment  workplace communication  tutor  interpretation  multimedia  Strategy  cross-cultural communication  Communication  Writing personal-development personal-development

cost  Culture  Google Cloud Platform  Cloud Platforms  multicloud  Application Development  Collaboration  Training  total cost of ownership  Cloud Computing business business-strategy

Amazon Web Services  serverless computing  amazon cloudfront  Continuous Integration  web service  application programming interfaces  Cloud Computing  lexical analysis  web  amazon dynamodb information-technology cloud-computing

meditation  physiology  mindfulness  posture  stress management  musculoskeletal system  exercise  stress  muscle contraction  lymphatic system life-sciences basic-science

customer service  Customer Support  active listening  process  Communication  Leadership and Management  process management  customer engagement  time management  Problem Solving information-technology support-and-operations

personal finance  Finance  future value  perpetuity  interest  personal advertisement  present value  annuity  trading  loan business finance

Scatter Plot  graphical model  R Programming  Map  Data Visualization  interactivity  ggplot2  Mapping  Computer Graphics  euler's totient function data-science data-analysis

ArcGIS  Geographic Information System  analysis  Spatial Analysis  Spatial Data Analysis  Data Analysis  General Statistics  Data Management  Map  Leadership and Management physical-science-and-engineering environmental-science-and-sustainability

java (software platform)  project  web  radio button  qa & ux manager  selenium (software)  test automation  selenium  Software Testing  bash (unix shell) computer-science software-development

academic writing  english language  Writing  perfect tenses  punctuation  translation  editing  language  english grammar  grammar language-learning learning-english

project  distributed version control  fork (system call)  software  editing  git (software)  repurchase agreement  Python Programming  Computer Programming  github computer-science software-development

Regression  General Statistics  lasso (statistics)  Algorithms  analysis  Regression Analysis  ridge regression  linear regression  linearity  lasso (programming language) data-science machine-learning

graph theory objects  Graph Theory  Java Programming  externality  performance  software  analysis  Performance Analysis  Data Structures  graphs data-science data-analysis

symptoms  history  psychology  therapy  psychologies  social cognition  psychotherapy  schizophrenia  neuroscience  psychiatry life-sciences psychology

active listening  Emotional Intelligence  interpersonal conflict  counseling  Leadership and Management  Strategy  Communication  leadership  Customer Relationship Management  coaching business leadership-and-management

Communication  ordered pair  listening  Planning  c dynamic memory allocation  entry point  email  stress  Russian  Writing language-learning other-languages

footprint  privacy  Average  choice  death  digital footprint  Social Media  digital forensics  forensic psychology  forensic science personal-development personal-development

human error assessment and reduction technique  Tensorflow  Machine Learning  Test Set  Support Vector Machine  mathematical optimization  Categorical Data  statistical classification  Scikit-Learn  Python Programming data-science data-analysis

R Programming  Regression Analysis  Regression  Deep Learning  Python Programming  Machine Learning  Artificial Neural Networks  Keras  Tensorflow  analysis data-science machine-learning

Writing  chord  guitar  catia  Creativity  piano  jazz  Scaling  gauss markov theorem  music arts-and-humanities music-and-art

Marketing  Digital Marketing  sales effectiveness  brand marketing  Sales  market segmentation  Sales Cycle  marketing strategy  Sales Strategy  Strategy business entrepreneurship

Product Design  rendering (computer graphics)  i-deas  Systems Design  design thinking  Graphic Design  architectural design  project  Computer Graphics  sketchup computer-science design-and-product

euler's totient function  leap of faith  astrology  i-deas  religion  psyche  spirituality  darwin's dangerous idea  knowledge of human nature  faith social-sciences governance-and-society

emotion  Human Learning  comfort  english grammar  mental health  exercise  dream  tutor  english language  stress language-learning learning-english

Data Analysis  Python Programming  financial modeling  analysis  Finance  trading  General Statistics  Computer Programming  Statistical Analysis  Financial Analysis business finance

Web Development  CSS  github  project  HTML and CSS  Web Design  html  HTML5  web page  web computer-science mobile-and-web-development

Map  Data Acquisition  Geographic Information System  Choropleth Map  ArcGIS  data dictionary  Mapping  Mergers & Acquisitions  Spatial Databases  metadata physical-science-and-engineering environmental-science-and-sustainability

accident  service robots  Spot Welding  Welding  Collaboration  robotics  safety  Chemical Engineering  measurement  occupational safety and health administration physical-science-and-engineering mechanical-engineering

child development  assessment for learning  teaching  Adult Education  training and development  education  learning to learn  early human development  adolescence  human development social-sciences education

web  Entrepreneurship  tracking  analytics  google analytics  Data Analysis  Accounting  personalization  workaround  web analytics business marketing

Peer Review  Receiving  feed uri scheme  Strategic Partnerships  intermediary  Business Analysis  deliverable  accenture  business analytics  Culture business business-strategy

Finance  portfolio (finance)  value at risk  project  Risk  financial risk management  Leadership and Management  investment  Risk Management  financial risk business finance

Standard Score  microservices  process  Time Series  monitor mode  evaluation  unit testing  machine code  application programming interfaces  performance data-science machine-learning

message authentication  numbers (spreadsheet)  hashing  digital signature  encryption  public-key cryptography  authentication  signature  Cryptography  number theory computer-science computer-security-and-networks

Javascript  Web Development  Leadership and Management  web page  web  documents  internet  project networks  html  project computer-science mobile-and-web-development

law  Mechanical Engineering  Integral  Angular  physics  linearity  flow network  energy  chemistry  lecture physical-science-and-engineering mechanical-engineering

data-flow analysis  prefix order  graphs  set theory  formal language  dataflow  interpretation  euler's totient function  mathematical optimization  petri net computer-science software-development

Angular  Electrical Engineering  Electrical Work  Aerospace Engineering  calibration  pik loan  Transportation Engineering  translation  Energy Conservation  Mechanical Engineering physical-science-and-engineering mechanical-engineering

Strategy  enabling  market (economics)  experience  business plan  leadership  Innovation  organizing (management)  intellectual property  project business entrepreneurship

principle  choice  Proofreading  Planning  comfort  editing  temptation  Writing  first draft of a report on the edvac  Journalism personal-development personal-development

music  philosophy of language  phonetics  homework  chinese language  c-ross  Poetry Writing  immortality  phonology  lecture arts-and-humanities music-and-art

law  history  entertainment law  Leadership and Management  evaluation  music  Art History  provisioning  year 2000 problem  personal advertisement arts-and-humanities music-and-art

Decision Making  cognitive neuroscience  psychology  cognitive psychology  neurobiology  neuroeconomics  Behavioral Economics  Economics  neuroscience  Game Theory social-sciences economics

learning styles  teaching  teaching method  education  high fidelity  Professional Development  medical education  instructional design  simulation  educational practices life-sciences public-health

materials  academic writing  sources  english language  elevator pitch  Writing  teaching  college  Human Learning  Negotiation language-learning learning-english

relative change and difference  presentation  infographics  vector graphics  typography  ordered pair  Presentation Design  visual hierarchy  logo  illustration personal-development personal-development

Professional Development  ethics  Strategy  training and development  education  leadership  teacher quality assessment  teaching  effective schools  action research social-sciences education

Network Analysis  graphs  Computer Programming  network theory  Python Programming  analysis  social network  Graph Theory  Machine Learning  social network analysis data-science data-analysis

investment strategy  relative change and difference  tracking error  Investment Management  asset management  performance  modern portfolio theory  benchmarking  investment  sharpe ratio business finance

acid  biopython  Program Evaluation  Machine Learning  DNA  project  evaluation  Computer Programming  project networks  Python Programming data-science data-analysis

biodiversity  livestock  ecosystems  Leadership and Management  sustainability  ecosystem services  agriculture  herbicides  plant  herbicide life-sciences basic-science

process  qualitative research  codebase  analysis  Qualitative Data Analysis  market segmentation  quotation  Data Analysis  thematic analysis  Qualitative Analysis life-sciences health-informatics

re-define  philosophy  Art History  forgiveness  pragmatics  civilization and its discontents  art  language  language games  playfulness arts-and-humanities history

global  proactivity  corporate social responsibility  corporate bond  social entrepreneurship  organizing (management)  sustainable business  hierarchical organization  Business Strategy  sustainability business business-strategy

middle age  latex  female  heresy  history  art therapy  i-deas  Art History  man  spirituality arts-and-humanities history

hiv  cost  hiv/aids  death  web  medical anthropology  syndrome  semigroup action  act up  patient life-sciences patient-care

Leadership and Management  Risk  insurance  Finance  budget  personal finance  financial plan  Planning  investment  personal advertisement business finance

Algorithms  Pandas  classification algorithms  Python Programming  statistical classification  Machine Learning  Test Set  hindley milner type system  Numpy  Support Vector Machine data-science machine-learning

integration testing  test automation  unit testing  Software Testing  DevOps  system testing  continuous testing  Continuous Integration  software  Continuous Delivery computer-science software-development

Planning  inner city  redevelopment  Urban Planning  quality of life  water pricing  modeling  urban areas  empowerment  sustainability social-sciences economics

culture shock  traveler's diarrhea  Risk Factor  travel medicine  safety  Risk  types of insurance  mental health  diarrhea  risk analysis personal-development personal-development

international relations  Influencing  process  voting  Russian  phenomenon  presentation  digitizing  cyber-security regulation  internet information-technology networking

function of several real variables  graphs  algebraic operation  euler's totient function  cost  mathematical model  numbers (spreadsheet)  process  evaluation  inequality (mathematics) math-and-logic math-and-logic

Databases  terrorism  measurement  Human Learning  organizational structure  threat  Recruitment  Critical Thinking  disposition  qualitative research social-sciences governance-and-society

natural hazard  perception  security management  Risk Management  safety  conceptualization (information science)  criminology  terrorism  Risk  hazards social-sciences governance-and-society

foreign policy  education  international relations  curiosity  power (international relations)  ages of man  history  linguistics  Art History  credibility arts-and-humanities history

computer animation  Traditional Animation  i-deas  adobe animate  Creativity  funkos  Video Production  game design  video game development  adobe photoshop arts-and-humanities music-and-art

language  i-deas  Art History  Machine Learning  israel  middle east  analysis  holocaust  history  war arts-and-humanities history

digital branding  personal branding  Communication  reputation  brand  Brand Management  Marketing  Leadership and Management  personal advertisement  Social Media personal-development personal-development

Market Research  value chain  Product Design  market segmentation  sustainable business  consumer behaviour  sustainability  economy  sustainable consumption  emerging markets business business-strategy

market (economics)  Leadership and Management  proposition  Entrepreneurship  market segmentation  commercialization  value proposition  Marketing  modeling  Innovation business entrepreneurship

recursively enumerable set  entry point  video game development  virtual camera system  rendering (computer graphics)  computer animation  augmented reality  navigation mesh  head-up display  reusability computer-science software-development

budget  Project Management  project charter  Leadership and Management  project  schedule  Risk  Planning  project plan  Risk Management business business-essentials

Leadership and Management  Demand Management  hotel  market (economics)  demand  Digital Marketing  demand generation  investment  Forecasting  revenue management business business-strategy

Disaster Response Experiene  long-term care insurance  elderly care  pandemic  financial risk  pandemics  global  health policy  epidemic  health system life-sciences public-health

process  Human Learning  materials  solidworks  Creativity  3D Printing  Product Development  Mechanical Engineering  leadership  manufacturing process management business entrepreneurship

jakobson's functions of language  standard library  kotlin (programming language)  interoperability  Computer Programming  euler's totient function  inline function  functional programming  java (software platform)  language computer-science software-development

data-driven testing  xml  project  selenium  functional testing  test case  Writing  exercise  a/b testing  test data computer-science software-development

Minitab  Data Analysis  General Statistics  Statistical Analysis  six sigma  analysis  Regression  lean six sigma  Trigonometric Integral  Regression Analysis data-science data-analysis

User Experience  Virtual Reality  context awareness  experience  asset  autodesk 3ds max  augmented reality  opengl  virtual artifact  tracking computer-science mobile-and-web-development

quantitative research  internality  Critical Thinking  ethics  research methods  analysis  Experiment  Research Design  threat  Scientific Analysis physical-science-and-engineering research-methods

Entrepreneurship  interview  market (economics)  balance sheet  business plan  analysis  Financial Analysis  Finance  Innovation  i-deas business business-strategy

3d lookup table  boolean network  binary decision diagram  logic  logic gate  lambda cube  Algebra  boolean algebra  computer-aided design  Digital Design computer-science algorithms

java (software platform)  Data Structures  project  sorted array  dynamic array  hash table  linked list  universal windows platform apps  euler's totient function  mathematical optimization computer-science software-development

Cooking  tongue  perception  food science  steak  foams  meat  flavor  chemistry  baking life-sciences basic-science

Writing  Business Communication  english grammar  language  email writing  english language  Business Writing  presentation  Communication  Negotiation language-learning learning-english

Project Management  analysis  analytics  R Programming  credit scoring  Data Analysis  Computer Programming  business analytics  Business Analysis  presentation business business-essentials

praise  essay writing  audience  Writing  Speech Writing  public speaking  Storytelling  .bit  speech  voice analysis personal-development personal-development

empathy  Art History  biology  discrimination  history  mythology  geographical segregation  law  discipline  child personal-development personal-development

social return on investment  social entrepreneurship  opms  debiasing  6-3-5 brainwriting  learning theory (education)  sostac  connectivism  validated learning  satisficing business entrepreneurship

chemistry  film  essay writing  creative writing  Writing  Storytelling  comfort  Fiction Writing  arts and humanities  Poetry Writing arts-and-humanities music-and-art

reiki  temazcal  traditional medicine  sweat lodge  aromatherapy  prayer  healing  therapy  laughter  sound life-sciences public-health

Data Structures  graph algorithms  tree traversal  spanning tree  Algorithms  shortest path problem  graph traversal  c++  graphs  hashing computer-science software-development

analytics  augmented assignment  business analytics  case study  international communication  financial services  global  Business Analysis  a/rose  Marketing data-science data-analysis

exercise  euler's totient function  await  hand  Microsoft Excel  ggplot2  experience  virtual machine  graphs  Machine Learning data-science data-analysis

Strategy  value network  emerging technologies  Innovation  Peer Review  peering  value proposition  design thinking  hopefully  project business entrepreneurship

merge sort  ?-recursive function  Algorithms  quicksort  sorting algorithm  algorithmic efficiency  bubble sort  sorting  selection sort  insertion sort computer-science software-development

Leadership and Management  nursing management  Patient Care  women's health  nursing  guided meditation  medicine  nursing education  nursing care plan  nurse education life-sciences patient-care

recursively enumerable set  copper  f.lux  rounding  modeling  Switches  Electrical Engineering  power electronics  electronics  materials physical-science-and-engineering electrical-engineering

Welding  chemistry  Chemical Engineering  Electrical Engineering  Metallurgy  material design  Mechanical Engineering  Civil Engineering  carbon  materials physical-science-and-engineering electrical-engineering

recreational therapy  patient  addiction  psychotherapy  empathy  psychiatry  substance use disorder  Risk  therapy  motivational interviewing life-sciences patient-care

corporate social responsibility  Management Accounting  Human Resources  ethics  corporate bond  supply chain  experience  Leadership and Management  awareness  sustainability business leadership-and-management

metropolis  prince2  palaces  middle east  history  urban area  latex  bathing  Landscape Architecture  numbers (spreadsheet) arts-and-humanities history

Immigration Law  demography  international law  terrorism  global  sap erp  law  foreign policy  sociology  international relations social-sciences governance-and-society

hotel  ordered pair  one health  Booking  language  numbers (spreadsheet)  speech  xml interface for network services  chinese language  Culture language-learning other-languages

use case  Cloud Computing  peering  Decision Making  Average  process  proposition  value proposition  stress  BlockChain business business-strategy

file system permissions  Leadership and Management  java annotation  command-line interface  linux file systems  interfaces  process  Operating Systems  powershell  file system information-technology support-and-operations

usability  recursive function  Computer Programming  web service  video game development  recursion  project  Machine Learning  Python Programming  euler's totient function computer-science software-development

Mobile Development  html  php  Web Development  syntax  Computer Programming  Javascript  text editors  project  externality computer-science mobile-and-web-development

project  python libraries  web  Python Programming  html  Web Development  Application Design  Computer Programming  Machine Learning  web application data-science machine-learning

debuggers  software  c++  euler's totient function  Software Testing  Python Programming  sorting algorithm  sorting  software bug  frama-c computer-science software-development

Game Theory  numbers (spreadsheet)  Human Learning  Mathematics  Combinatorial Game Theory  Surveying  number theory  .bit  Combinatorics  binary number math-and-logic math-and-logic

Database Design  relational database  Databases  ordered pair  Data Model  test data  database management systems  relational model  graphical model  unique key information-technology data-management

applied data mining  Databases  coping with  SQL  user requirements document  .properties  relational database  data-intensive computing  Data Mining  acid data-science data-analysis

student engagement  interactivity  confidence  resource  child  lifelong learning  project  teaching  parent  Language Learning social-sciences education

market (economics)  product lining  market segmentation  competition law  Strategy  Game Theory  pricing  competition (economics)  price discrimination  pricing strategies business marketing

history  constitution  inflation  Russian  public opinion  social justice  Economics  international finance  international law  family social-sciences law

path (variable)  employment  Training  Project Management  performance  organizing (management)  Cloud Computing  adoption  Operations Management  Change Management information-technology cloud-computing

Type I And Type Ii Errors  Standard Score  SPSS  web  Survey Design  focus group  qualitative research  survey methodology  target audience  context effect life-sciences psychology

touchpoint  Marketing  experience  customer service  Leadership and Management  customer experience management  outsourcing  customer experience  Brand Management  brand business marketing

foreign exchange risk  Leadership and Management  Financial Management  investment  Finance  Risk Management  credit risk  Risk  Mergers & Acquisitions  corporate bond business finance

resource  Civil Engineering  education  economy  energy  externality  loan  circular economy  persuasion  sustainability physical-science-and-engineering environmental-science-and-sustainability

abductive reasoning  inference  thought  logic  Decision Making  Finance  Correlation And Dependence  reason  probability  Causality personal-development personal-development

Leadership and Management  Human Resources  human capital  performance appraisal  Training  evaluation  organizational culture  Recruitment  analytics  training and development data-science data-analysis

Web Development  web application  php  HTML5  web  php syntax and semantics  syntax  html  HTML and CSS  CSS computer-science mobile-and-web-development

foreign exchange market  thought  design thinking  philosophy  personal advertisement  BlockChain  stock market  stock market simulator  scenario planning  Forecasting business business-essentials

unsupervised learning  data clustering algorithms  Computer Programming  ipython  Machine Learning  k-means clustering  graphs  Numpy  cluster analysis  Python Programming data-science machine-learning

functional programming  ?-recursive function  matching  pattern matching  recursion  scala programming  euler's totient function  Computer Programming  language  tail recursion computer-science software-development

climate change  Problem Solving  awareness  thought  Economics  global  Critical Thinking  sustainability  economy  analysis social-sciences governance-and-society

Finance  investment decisions  market (economics)  Strategy  valuation (finance)  efficient-market hypothesis  investment  investment strategy  stock  funds business finance

inclusive management  multiliteracy  prejudice and discrimination  climate change  diversity training  diversity (business)  diversity marketing  cultural humility  minority influence  human sexuality business leadership-and-management

electronics  hardware description language  Verilog  Schematic Design  analysis  static timing analysis  primality tests  verification and validation  Circuit Design  Digital Design physical-science-and-engineering electrical-engineering

application programming interfaces  cipher  Cryptography  symmetric-key algorithm  block cipher  block cipher mode of operation  quantum key distribution  key size  Computer Programming  digital signature computer-science computer-security-and-networks

Mainstreaming  history of rock  history  teen idol  gauss markov theorem  speeded up robust features  guitar  rockbox  Art History  music arts-and-humanities music-and-art

quarantine  listening  rapport  public health  contact tracing  health communication  Communication  symptoms  empathy  active listening life-sciences public-health

usability  user interface design  User Research  reason  user interface  lecture  Entrepreneurship  User Experience  contextual inquiry  i-deas computer-science design-and-product

Communication  Writing  gratitude  english language  english grammar  grammar  korean language  Human Learning  perfect tenses  language language-learning learning-english

consumer behaviour  demand  supply and demand  analysis  Economics  microeconomics  cost  supply chain  market (economics)  Economic Analysis business finance

Learning Management System  media literacy  online learning  web 2.0  teacher training  Adult Education  educational therapy  ordered pair  pre-assessment  instructional design social-sciences education

fluid mechanics  Framing  Angular  computational fluid dynamics  observation  measurement  matrices  Mapping  astronomy  satellite physical-science-and-engineering physics-and-astronomy

evaluation  experience  peering  entry point  assistant teacher  essay writing  facilitation  self-assessment  educational assessment  teaching social-sciences education

scholar  Culture  history  conquesting  Poetry Writing  r&d management  cleanliness  choice  blood  decipherment arts-and-humanities history

Electrical Engineering  requirements engineering  Hopper Machine  Writing  software requirements  time management  augmented assignment  grasp  materials  systems engineering physical-science-and-engineering electrical-engineering

Leadership and Management  performance measurement  Operations Management  analysis  Accounting  facilitation  Management Accounting  measurement  performance  variance business finance

Full-Stack Web Development  Web Development  html  visual guide  user journey  Front-End Web Development  wordpress  Web Design  i-deas  Graphic Design computer-science mobile-and-web-development

linearity  linear model  modeling  Regression Analysis  generalized linear model  analysis  linear regression  General Statistics  Model Selection  Regression data-science probability-and-statistics

Urban Planning  Leadership and Management  resource  Planning  Solid Waste Management  environmental management system  Water Resource Development  Environmental Protection  resource management  sustainability physical-science-and-engineering environmental-science-and-sustainability

application programming interfaces  web  front and back ends  mongodb  authentication  node.js  representational state transfer  oauth  https  server-side computer-science mobile-and-web-development

running  patient  probability density function  externality  presentation  modeling  portable document format  p-rep  Healthcare Management  health care life-sciences healthcare-management

Cloud Infrastructure  private network  virtual machine  Cloud Storage  Cloud Computing  virtual private networks  Network Architecture  Cloud Platforms  architecture  Google Cloud Platform information-technology cloud-computing

Entrepreneurship  Innovation  my own country  intellectual property  herbal  Venture Capital  market (economics)  intellectual  Healthcare Management  translational research life-sciences public-health

fiscal year  Strategy  Planning  project  Human Resources  Recruitment  specification (technical standard)  analysis  Finance  employment business business-strategy

Parallel Coordinates  rankings  analysis  Scatter Plot  project  unified parallel c  employment  Python Programming  Machine Learning  Scikit-Learn data-science machine-learning

Human Computer Interaction  privacy  java annotation  user interface  Security Design  usability testing  usability  authentication  security  password computer-science computer-security-and-networks

oil  externality  energy  foreign policy  leadership  international relations  chinese language  resource  authority  global social-sciences governance-and-society

asset  Taxes  amortization  residence  cost  shareholders  income  depletion (accounting)  gift  investment business business-essentials

pediatrics  teaching  anatomy  patient  debriefing  physical therapy  Surgery  medicine  ordered pair  medical education life-sciences patient-care

biology  Cancer Biology  oncology  Cancer Genetics  cancer staging  Cancer  cancer treatments  cancer research  genetics  Causality life-sciences basic-science

Confidence Interval  confidence  hypothesis testing  General Statistics  p-value  Null Hypothesis  hypothesis  statistical hypothesis testing  sampling distribution  exact test life-sciences public-health

Collaboration  Creativity  dissent  evaluation  Innovation  Storytelling  i-deas  Entrepreneurship  Influencing  social influence business entrepreneurship

networking standards  Communication  component-based software engineering  Networking Hardware  default gateway  flow network  Network Model  topology  internet  voice over ip information-technology security

Weighting  .properties  modulo operation  null coalescing operator  exercise  form 3  Peer Review  peering  differential operators  ternary conditional operator math-and-logic math-and-logic

child  differential diagnosis  medicine  heart diseases  newborn screening  interact  risk factors  infection  Risk Factor  disease life-sciences healthcare-management

Leadership and Management  Business Strategy  thought  analysis  Planning  strategic management  formulation  Strategy  strategic thinking  strategic planning business business-strategy

gene pool  gencode  research methods  Bioinformatics  agricultural biotechnology  online research methods  agriculture  biotechnology  crispr  candidate gene physical-science-and-engineering research-methods

Market Research  Marketing  choice  consumer neuroscience  Communication  consumer behaviour  brand  consumer choice  neuroscience  market (economics) business leadership-and-management

active record pattern  ruby on rails  web  Javascript  ajax (programming)  html  middleware  ruby (programming language)  Full-Stack Web Development  web application computer-science mobile-and-web-development

Categorical Data  c file input/output  data type  Data Visualization  Data Analysis  Exploratory Data Analysis  analysis  Correlation And Dependence  Summary Statistics  Matlab data-science data-analysis

network science  centrality  random graphs  Graph Theory  randomness  empirical evidence  graphs  Python Programming  complex network  Network Analysis data-science data-analysis

disposition  i-deas  audience  lesson plan  employment  Problem Solving  problem solving methods  Strategy  academic writing  numbers (spreadsheet) social-sciences education

cryptographic algorithms  web hosting service  Software Engineering  security  github  Web Development  software system  encryption  Software Testing  Cryptography computer-science computer-security-and-networks

Product Development  finite-state machine  snappy (package manager)  storyboarding  computer animation  sprite (computer graphics)  mathematical optimization  video game development  particle system  art computer-science design-and-product

self-awareness  Resilience  Leadership and Management  experience  confidence  Creativity  leadership style  consensus decision-making  team management  leadership business leadership-and-management

Deep Learning  Artificial Neural Networks  herbicides  Machine Learning  Human Learning  recurrent neural network  handwriting recognition  Business Modeling  Operations Management  speech recognition business business-strategy

fossil  Directional Drilling  i-deas  measurement  energy  Geology  Plant Biology  Seismographs  rockbox  experience physical-science-and-engineering environmental-science-and-sustainability

display devices  html  web  web page  CSS  Javascript  project  .properties  Web Development  hashing computer-science mobile-and-web-development

user interface  Entrepreneurship  HTML and CSS  debugging  web  html  CSS  design brief  User Experience  user story business entrepreneurship

Mechanical Engineering  Aerospace Engineering  Framing  Civil Engineering  loading screen  c process control  structural analysis  c dynamic memory allocation  Causality  beam robotics physical-science-and-engineering mechanical-engineering

google cloud dataproc  Machine Learning  Google Cloud Platform  Big Data  Cloud Storage  dataflow  bigquery  Cloud Platforms  Cloud Computing  Human Learning data-science machine-learning

user fee  interfaces  application programming interfaces  reusability  particle system  Computer Programming  rendering (computer graphics)  table of keyboard shortcuts  Software Engineering  unreal engine computer-science software-development

workload  Cloud Computing  Google Cloud Platform  it service management  data clustering algorithms  enabling  Cloud Platforms  target audience  authentication  solution stack information-technology cloud-computing

text editors  viewer  spring framework  source code  web  authentication methods  codebase  web application  authentication  cross-site scripting computer-science computer-security-and-networks

sleep  neuroscience  behavior  gene  anatomy  arousal  mood disorder  biology  neurobiology  cognitive neuroscience life-sciences basic-science

patient experience  shared decision-making  patient satisfaction  health information technology  decision aids  patient portal  health informatics  patient  Specialty Care  fee-for-service life-sciences health-informatics

public health  medical writing  nonverbal communication  i-message  Communication  science communication  presentation  audience  health communication  message life-sciences public-health

chemistry  Aerospace Engineering  computational chemistry  quantum mechanics  ansys  statistical mechanics  physics  Mechanical Engineering  fluid mechanics  tailored access operations physical-science-and-engineering mechanical-engineering

health  consent  cataract  noise  ophthalmology  informed consent  cataract surgery  c dynamic memory allocation  Surgery  patient life-sciences patient-care

network news transfer protocol  web scraping  analysis  computational social science  measurement  flow network  social network  software  exercise  resource data-science data-analysis

software  Data Analysis  mysql  analysis  SQL  tableau software  method of analytic tableaux  Microsoft Excel  business analytics  .properties data-science data-analysis

recommender systems  euler's totient function  system u  process  project  project mine  Training  evaluation  modeling  download data-science machine-learning

data flow diagram  misuse case  use case diagram  entity relationship model  software requirements  trace diagram  abuse case  use case  Flow Diagrams  documents computer-science software-development

market (economics)  discern  investment  market anomaly  value investing  market correction  flow network  relative change and difference  cash flow  Finance business finance

exit (system call)  peering  internet  purchasing  sustainability  project  project mine  internet of things  Peer Review  Workstations physical-science-and-engineering electrical-engineering

presentation  SQL  Leadership and Management  creative writing  project  Python Programming  verification and validation  Project Management  numbers (spreadsheet)  Finance business finance

General Statistics  Data Generating Process  process  Surveying  survey data collection  analysis  survey methodology  methodology  Data Analysis  data quality data-science data-analysis

hold  homework  Vector Calculus  spring  must  Energy Conservation  analysis  stress  physics  energy physical-science-and-engineering physics-and-astronomy

type system  solidworks  physics  english language  Mechanical Engineering  phenomenon  language  2.5d  Human Learning  linearity physical-science-and-engineering mechanical-engineering

nonlinear programming  battery management system  torque  simulation  Leadership and Management  electronics  modeling  mathematical model  euler's totient function  system on a chip physical-science-and-engineering electrical-engineering

Microsoft Azure  Machine Learning  coroutine  openshift  sap erp  reliability engineering  archimate  BlockChain  windows services  site reliability engineering computer-science computer-security-and-networks

mouth  phonetics  sound  .bit  Strategy  linguistics  orthography  english language  noise  english grammar language-learning learning-english

capital budgeting  common stock  cash flow  preferred stock  Finance  zero-coupon bond  stock market  coupon (bond)  stock  asset business finance

Tensorflow  application programming interfaces  Experiment  reinforcement  euler's totient function  representational state transfer  mathematical optimization  Machine Learning  interfaces  Reinforcement Learning data-science machine-learning

least squares  total least squares  estimation theory  measurement  battery management system  Ordinary Least Squares  Estimation  safety hazard  numbers (spreadsheet)  Type I And Type Ii Errors physical-science-and-engineering electrical-engineering

Creativity  Framing  photography  iso image  digital cameras  reflexes  Human Learning  confidence  history  digital photography arts-and-humanities music-and-art

obesity  insulin  cell therapy  glucose  cytokine  physical activity  diabetes  global  Epidemiology  endocrinology life-sciences public-health

hypnosis  intuition  counseling  hypnotic induction  mythology  healing  reiki  chiropractic  art therapy  evaluation arts-and-humanities history

infectious diseases  non-communicable disease  global  reproductive health  Determinants  disease  injuries  Strategy  biomedical engineering  canning life-sciences public-health

interview  analysis  User Experience  wall  qualitative research  Needs Assessment  quantitative research  User Research  a/b testing  research methods computer-science design-and-product

interfaces  Mobile Development  java annotation  xcode  interface builder  user interface  application programming interfaces  iOS Development  Application Design  Swift Programming computer-science mobile-and-web-development

functional programming  Apache Spark  SQL  Big Data  unified parallel c  distributed computing  scala programming  Apache  mathematical optimization  Computer Programming computer-science algorithms

process  english grammar  Human Learning  grammar  confidence  career  english language  choice  Social Psychology  translation language-learning learning-english

divestment  corporate headquarters  Business Strategy  Mergers & Acquisitions  chief executive officer  Leadership and Management  corporate bond  Strategy  Marketing  strategic management business business-strategy

systems thinking  thought  public health  flow network  system dynamics  stock and flow  vensim  modeling  Causality  stock life-sciences public-health

scientific observation  chemistry experiments  science communication  Nanotechnology  cancer research  theory of relativity  Cancer  linguistics  social science methodology  electronics physical-science-and-engineering research-methods

kivy  Application Design  xml  xamarin  Google App Engine  Software Engineering  Android Development  project  miui  mobile app computer-science mobile-and-web-development

materials  education  history  ordered pair  resource  climate change  optimism  Anthropology  family  gift social-sciences education

PyTorch  Machine Learning  inference  Python Programming  statistical classification  modeling  Deep Learning  euler's totient function  Tensorflow  representational state transfer data-science machine-learning

General Statistics  Computer Programming  rstudio  Statistical Analysis  analysis  hypothesis  statistical hypothesis testing  hypothesis testing  R Programming  Chi-Squared Distribution life-sciences public-health

portfolio optimization  Risk Management  Leadership and Management  Portfolio Construction  Risk  stock  mathematical optimization  Finance  capital market  investment business finance

infection  public health  Microsoft Excel  social epidemiology  immunology  outbreak  Epidemiology  hiv/aids  contact tracing  hiv life-sciences public-health

data integration  data governance  null coalescing operator  Business Intelligence  SQL  modulo operation  Databases  relational database  ternary conditional operator  Data Warehousing data-science data-analysis

Negotiation  win-win game  Writing  Business Communication  Finance  leadership  language  Communication  english language  Economics language-learning learning-english

child  education  health care  family  housing  scaled agile framework  safety  child abuse  tax credits  social work social-sciences governance-and-society

directory structure  command (computing)  web  java annotation  command-line interface  shell script  web application  disk space  Python Programming  windowing systems computer-science software-development

euler's totient function  representation theory  Permutations  binary tree  Combinatorics  recurrence relations  Enumerative Combinatorics  Closed-Form Expression  ordinary differential equation  Mathematics math-and-logic math-and-logic

Writing  adjective  houses  language  listening  Russian  speech  home  personal advertisement  augmented assignment language-learning other-languages

applicant tracking system  powtoon  Training  Video Editing  Video Production  editing  presentation  video design  job performance  numbers (spreadsheet) business leadership-and-management

art  interview  numbers (spreadsheet)  Entrepreneurship  thought  Planning  Innovation  i-deas  Strategy  E-Commerce business business-strategy

robotics  Planning  motion planning  finite-state machine  shortest path problem  mathematical optimization  Reinforcement Learning  autonomous cars  path (variable)  planner (programming language) computer-science software-development

Stroke  Patient Care  patient  symptoms  aphasias  Scaling  neurology  health care  wash  point of care life-sciences patient-care

principle  Algorithms  Regression  supervision  Machine Learning  genetics  Decision Making  hindley milner type system  statistical classification  hand data-science machine-learning

principle  justice  ethics  egoism  shareholders  emerging markets  corporate social responsibility  global  stakeholder theory  analysis business business-essentials

Sales Strategy  lead generation  social selling  presentation  sales presentation  sales process engineering  speech  Storytelling  debriefing  Sales business business-essentials

feminist history  elections  film  religion  reason  crisis  history  -ism  political science  Critical Thinking arts-and-humanities history

digitizing  Strategy  digital strategy  Innovation  FinTech  business ecosystem  Finance  technology strategy  financial services  Banking business business-strategy

biological processes  biology  biological process  gene  transcription factors  gene expression  plant  protein  transcription factor  Bioinformatics life-sciences health-informatics

Disease Control  mental health  humanitarian  publicly funded health care  emergency  disease  public health  Leadership and Management  nutrition  emergency management life-sciences public-health

graph database  scalability  key-value databases  relational database  in-memory database  SQL  graphs  Databases  NoSQL  mongodb data-science data-analysis

microscope  image plane  amplitude  high-resolution scheme  materials  nanoparticles  beam robotics  Chemical Engineering  electron microscope  Continuous Function physical-science-and-engineering physics-and-astronomy

active listening  meditation  Music Therapy  emotions  art therapy  listening  exercise  experience  music  comfort arts-and-humanities music-and-art

Web Development  Python Programming  web application  electronics  sqlalchemy  flask  Computer Programming  web  Full-Stack Web Development  security computer-science software-development

qa & ux manager  web  Software Testing  security testing  selenium  web testing  mobile app  test automation  website architecture  software quality assurance computer-science software-development

threat  stateful firewall  Network Security  security  security through obscurity  threat (computer)  file transfer protocol  firewall (computing)  enterprise private network  intrusion detection systems computer-science computer-security-and-networks

origin of life  biology  astronomy  astrobiology  microbiology  extremophile  extraterrestrial life  Solar Systems  life on mars  fermi paradox physical-science-and-engineering physics-and-astronomy

history  collective identity  israel  middle east  evaluation  holocaust  Economics  war  diplomatics  numbers (spreadsheet) arts-and-humanities history

modeling  Autodesk  industrial design  rendering (computer graphics)  3d modeling  generative design  Computer Graphics  computer-aided design  Mechanical Design  3D Printing physical-science-and-engineering mechanical-engineering

Planning  Leadership and Management  Transportation Logistics  Logistics Planning  inventory  supply chain  supply chain network  chaining  Inventory Management  Warehouse Management business business-essentials

System V  alternating bit protocol  .bit  transition system  automaton  bisimulation  c process control  system u  ?-automaton  finite-state machine computer-science design-and-product

horse anatomy  emergency management  behavior  horse behavior  veterinary  digestive system  injury  vital signs  rescue  veterinarians life-sciences animal-health

reducing emissions from deforestation and forest degradation  future evolution  Geology  ecology  adaptive capacity  Environmental Studies  global  biosphere  sustainability  climate change physical-science-and-engineering environmental-science-and-sustainability

Human Learning  modeling  Civil Engineering  puzzle  Geology  Electrical Engineering  history  history of rock  gratitude  Influencing physical-science-and-engineering environmental-science-and-sustainability

Corporate Law  speech  balance sheet  personal advertisement  Leadership and Management  Administration Management  Studentized Residual  Russian  law  Finance business entrepreneurship

public-key cryptography  modular exponentiation  numbers (spreadsheet)  number theory  euler's totient function  Algorithms  cryptographic algorithms  integer factorization  primality tests  Cryptography computer-science algorithms

traffic management  third-party software component  application programming interfaces  representational state transfer  extensibility  out of the box (feature)  debugging  Product Strategy  analytics  soap (protocol) computer-science software-development

Regression  Logistic Regression  Missing Data  supply chain  Chart  Regression Analysis  Bayes' Rule  oversampling  predictive modelling  family data-science data-analysis

Heat Transfer Design  Well Logging  Soil Sampling  Wet Chemistry  Gas Chromatography  Chemical Engineering  Site Investigations  Flame Cutting Equipment  water treatment  Wastewater Treatment Plant Design physical-science-and-engineering environmental-science-and-sustainability

analysis  sales intelligence  Strategic Partnerships  Strategy  Sales  Intelligence Analysis  Operations Management  Sales Strategy  sales management  competitive intelligence business business-strategy

cost  investment  Finance  project  finance charge  average cost method  Economic Value Added  Average  Economics  financial statement business finance

listening  h.e.a.r.  law  india  religion  international relations  interest  lecture  history  Culture social-sciences governance-and-society

Innovation  Strategy  group dynamics  thought  Creativity  market (economics)  art  experience  Collaboration  group processes business entrepreneurship

project  Project Management  Data Analysis  analysis  Leadership and Management  six sigma  Trigonometric Integral  General Statistics  Basic Descriptive Statistics  measurement business business-essentials

lesson plan  fear  instructional design  digital native  Human Learning  english language  Planning  Training  teaching  teaching method language-learning learning-english

Python Programming  Time Series Forecasting  Test Set  compiler  Forecasting  Time Series  algorithmic trading  predictive modelling  Matplotlib  Machine Learning data-science machine-learning

h.e.a.r.  emotions  Communication  psychoacoustics  music  harmony  human voice  biology  auditory system  sound life-sciences basic-science

Kubernetes  Switch Installation  Cloud Computing  hybrid scheduling  microservices  PyTorch  cgns  rmon  distributed computing  stackable switch computer-science mobile-and-web-development

evaluation  enterprise resource planning  adoption  Strategy  Leadership and Management  sap erp  investment  investment decisions  Risk  Change Management information-technology support-and-operations

physics  beam robotics  energy  Electrical Engineering  molecular biology  anonymous pipe  private investment in public equity  measurement  calibration  ordered pair physical-science-and-engineering electrical-engineering

Operations Management  selenium (software)  software testing tools  selenium  text box  web  E-Commerce  test automation  web application  ordered pair computer-science software-development

Tensorflow  Artificial Neural Networks  callback (computer programming)  sprite (computer graphics)  Javascript  webcams  rock paper scissors  modeling  rockbox  Human Learning computer-science software-development

peer support  motivation  education  evaluation  training and development  customer service training  Training Programs  enabling  Training  experience business business-essentials

Computer Programming  brainstorming  ordered pair  pair programming  robotics  lesson plan  relative change and difference  Computational Thinking  interactivity  redos social-sciences education

usability  heuristic  heuristic evaluation  User Research  User Experience Design  principle  User Experience  experience design  evaluation  experience computer-science design-and-product

disaster  directory services  lightweight directory access protocol  Cloud Computing  backup  directory access protocol  Planning  lightweight  Server Systems  infrastructure as a service information-technology support-and-operations

code coverage  regular expression  test suite  Software Testing  structured programming  black-box testing  mutation testing  test case  test automation  white-box testing computer-science software-development

Algorithms  User Experience  interactive learning  heuristic  interactivity  lesson plan  relative change and difference  teaching  news  pixel social-sciences education

web  analytics  Digital Marketing  web analytics  Marketing  analysis  market (economics)  Market Analysis  Data Analysis  moment of truth (marketing) data-science data-analysis

internet of things  sensor network  protocol stack  Operating Systems  contiki  arduino  microcontroller  wireless sensor network  embedded operating system  real-time operating systems computer-science software-development

keystore  security  application programming interfaces  json  Cryptography  authentication  representational state transfer  oauth  Transporting  json web token computer-science software-development

Amazon Web Services  Databases  Cloud Computing  application programming interfaces  cloud computing security  web  node.js  system migration  network administrator  web service information-technology data-management

Python Programming  flask  unix shells  web application  Operating Systems  django (web framework)  web  web service  film  ordered pair computer-science software-development

clustered file system  Computer Programming  mapreduce  Big Data  Python Programming  Apache Hadoop  Apache Spark  distributed file systems  Apache  file system computer-science software-development

Average  law  expense  breach (security exploit)  contract a  must  a/rose  debtor  Payments  ordered pair business business-essentials

meteor  extinction events  biology  cambrian explosion  evolution  evolutionary biology  astrobiology  extinction event  phylogenetic tree  fauna life-sciences basic-science

customer experience  Marketing  purchasing  customer satisfaction  interruption marketing  customer service  analytics  Social Media  digital media  Market Analysis business marketing

stress management  nutrition  stress  public health  social support  anxiety disorder  behavior  mental disorder  obesity  anxiety life-sciences public-health

game mechanics  art  redos  low poly  game design  computer animation  mod (video gaming)  pixel art  adobe photoshop  game engine arts-and-humanities music-and-art

video blog  political science  emotional intelligence 2.0  time management  Creativity  Mining Engineering  Chemical Engineering  Change Management  Innovation  blogging physical-science-and-engineering environmental-science-and-sustainability

Social Psychology  persuasion  behavior  social influence  social skills  Influencing  psychology  empathy  compassion  psychologies life-sciences psychology

public-key cryptography  information security  porting  Risk  confidentiality  security  attack surface  encryption  message authentication  risk assessment information-technology security

data type  english language  Data Structures  rational doors  language  Computer Programming  Writing  creative writing  project networks  swing (java) computer-science software-development

case study  sustainability  Benefits  evaluation  Planning  Decision Making  problem finding  sustainable business  process  ordered pair business leadership-and-management

Writing  primary research  research methods  market (economics)  secondary research  Market Research  Market Analysis  Marketing  marketing research  securities research business marketing

iOS Development  Troubleshooting  modeling  purchasing  failure  xcode  mobbing  Swift Programming  User Experience  user interface computer-science mobile-and-web-development

project  documents  leadership  project charter  Rowing  lean six sigma  organizing (management)  Project Management  six sigma  software business leadership-and-management

sustainability  systems thinking  sustainable business  value proposition  Process Design  business model canvas  process  stakeholder analysis  Innovation  reducing emissions from deforestation and forest degradation business business-strategy

mathematical finance  optimal control  Machine Learning  Reinforcement Learning  Estimation  Risk  t-Distributed Stochastic Neighbor Embedding  latent variable  stock  Finance data-science machine-learning

added value  Cloud Computing  Cloud Platforms  modeling  application programming interfaces  latex  bigquery  Natural Language Processing  Google Cloud Platform  Machine Learning information-technology cloud-computing

lecture  rstudio  business analytics  software  R Programming  Data Analysis  Exploratory Data Analysis  applied statistics  utility  analytics business business-essentials

Cartography  ArcGIS  arcmap  gis software  Data Analysis  Map  Geographic Information System  software  analysis  Spatial Data Analysis physical-science-and-engineering environmental-science-and-sustainability

binary tree  Permutations  Analytic Combinatorics  Algorithms  analytics  trie  recurrence relations  Combinatorial Class  Mathematics  analysis computer-science algorithms

Leadership and Management  Peer Review  project  strategy implementation  strategic management  management consulting  Strategy  strategic planning  e-types  Planning business business-strategy

web server  web page  php  command-line interface  web  Python Programming  dynamic web page  internet of things  html  Web Development computer-science mobile-and-web-development

Computer Networking  subnetwork  Benefits  Troubleshooting  network topology  project  topology  materials  project mine  Networking Hardware information-technology networking

leadership  Innovation  crisis  crisis management  crisis communication  strategic leadership  Communication  Leadership and Management  Storytelling  strategic communication business leadership-and-management

system on a chip  power electronics  euler's totient function  energy  battery management system  state space  electric vehicles  Accuracy And Precision  computer performance  data structure alignment physical-science-and-engineering electrical-engineering

market (economics)  Data Analysis  process  analysis  consumer behaviour  marketing research  Market Research  Market Analysis  behavior  Marketing business marketing

link budget  history of communication  internet  data transmission  satellite  Electrical Engineering  electronics  Communication  telecommunications  raspberry pi physical-science-and-engineering electrical-engineering

Six Sigma Green Belt  process control  process  green belt  Statistical Analysis  six sigma  analysis  General Statistics  Trigonometric Integral  probability business leadership-and-management

patient  foregrounding  experience  genealogy  privacy  introduction to genetics  biobank  genetics  finalization  sex arts-and-humanities philosophy

Energy Markets  market (economics)  Geology  price of oil  Natural Gas  Petroleum Geology  Operations Management  oil  Enhanced Oil Recovery  energy physical-science-and-engineering environmental-science-and-sustainability

robotics  Machine Learning  Artificial Neural Networks  Training  Algorithms  Tensorflow  statistical classification  modeling  Human Learning  Deep Learning computer-science software-development

Databases  delegation  web server  web  display devices  persist  parsing  xcode  Swift Programming  iOS Development computer-science mobile-and-web-development

project  modeling  persona (user experience)  Planning  cost benefit analysis  presentation  Strategy  Integral  Product Development  business plan business business-strategy

health technology assessment  Innovation  design thinking  Product Development  process  modeling  health economics  ordered pair  public health  commercialization life-sciences public-health

relational algebra  relational model  Data Model  Big Data  relational database  database management systems  Databases  relational database management system  transact-sql  entity relationship model information-technology data-management

backtesting  expected return  trading strategy  capital market  efficient-market hypothesis  trading  efficient frontier  capital market line  stock  market (economics) business finance

Communication  Business Communication  coffee cupping  public speaking  Computer Graphics  Planning  Graphic Design  Writing  presentation  Business Writing business business-essentials

analysis of variance  Finance  budget  analysis  Communication  Data Analysis  variance  Budget Analysis  project mine  project business finance

Design and Product  history  Critical Thinking  Human Learning  Art History  sustainability  art  analysis  Creativity  Culture arts-and-humanities music-and-art

strategic management  thought  modeling  Leadership and Management  Strategy  Entrepreneurship  business model canvas  usability  design thinking  Business Strategy business business-strategy

hypothesis  Statistical Analysis  clinical research  General Statistics  Data Analysis  analysis  statistical hypothesis testing  p-value  Statistical Tests  statistical methods life-sciences research

Budget Development  situation analysis  project  budget  capital budgeting  business plan  Financial Management  Performance Management  process  working capital business business-strategy

syntax  interactive computing  social media marketing  Computer Programming  interactive programming  interactivity  semantics  python syntax and semantics  Mathematics  Python Programming computer-science software-development

General Statistics  statistical classification  performance  ensembles of classifiers  stack (abstract data type)  modeling  Machine Learning  source lines of code  project  project mine data-science data-analysis

docker (software)  enabling  scrum (software development)  unix shells  Microsoft Excel  software  project  Software Engineering  download  english language computer-science software-development

Communication  child  Leadership and Management  praise  parent  Child Psychology  behavior management  behavior  psychologies  modeling life-sciences psychology

Customer Support  analysis  Microsoft Excel  microsoft access  Finance  Data Analysis  Microsoft Visio  Critical Thinking  utility  Leadership and Management business leadership-and-management

zoology  biology  anatomy  animal  phylogenetics  fossil  evolution  tetrapod  fish  paleontology life-sciences basic-science

infection  symptoms  health care  Leadership and Management  prevention  pandemic  education  awareness  infection control  public health life-sciences public-health

Apache Hadoop  Algorithms  failure detector  reliable multicast  distributed computing  gossip protocol  multicast  gossip  distributed algorithm  Cloud Computing computer-science algorithms

Java Programming  openfabrics alliance  virtual terminal  instance variable  Computer Programming  recursion  java (software platform)  modular programming  crt0  abstract data type computer-science software-development

Python Programming  recursively enumerable set  numbers (spreadsheet)  Computer Programming  user interface design  Software Engineering  language  drag and drop  javafx  pointing device gesture computer-science software-development

microsoft excel macro  microsoft excel vba  arrays  screencast  macro (computer science)  Computer Programming  visual basic  computer program  Problem Solving  Microsoft Excel computer-science algorithms

touchscreens  Electrical Engineering  robotics  alarms  Manometers  measurement  Commercial Security  Pressure Sensor  motion detector  electronics physical-science-and-engineering electrical-engineering

mysql workbench  mysql  Leadership and Management  sorting  oracle database  Databases  SQL  relational database management system  relational database  associative entity computer-science software-development

acceptance  thought  history  Poetry Writing  Drama  music  piano  Art History  guitar  art arts-and-humanities music-and-art

project  conflict resolution  Negotiation  process  modeling  business administration  evaluation  choice  arbitration  analysis business leadership-and-management

Business  project  onboarding  brand  Human Resources  Deep Learning  flow network  employment  Culture  interactive learning business leadership-and-management

mass communication  human communication  persuasion  computer-mediated communication  cognitive dissonance  Communication  selective exposure theory  Social Media  group dynamics  communication in small groups social-sciences governance-and-society

Tensorflow  Convolutional Neural Network  world file  exercise  series a round  project  Artificial Neural Networks  Deep Learning  statistical classification  modeling data-science machine-learning

documents  Rowing  Continuous Function  mongodb  mapreduce  Smoothing  NoSQL  Operations Management  Databases  relational database information-technology data-management

leveraged buyout  Financial Accounting  fundamental analysis  Financial Management  stock  Mergers & Acquisitions  buyout  Accounting  stock market  Finance business finance

analytics  google analytics  organizing (management)  Map  R Programming  project mine  analysis  ordered pair  traffic analysis  Big Data data-science data-analysis

.properties  energy  analysis  law  Energy Conservation  fluid mechanics  Energy Systems  phase diagram  Energy Analysis  Mechanical Engineering physical-science-and-engineering mechanical-engineering

Computer Graphics  Graphic Design  iteration  Creativity  illustration  adobe photoshop  Booking  art  adobe indesign  Layout Design arts-and-humanities music-and-art

process  language  concurrent algorithms  go (programming language)  concurrent computing  mutual exclusion  processor design  dining philosophers problem  go! (programming language)  Computer Programming computer-science software-development

graphs  Machine Learning  Data Analysis  euler's totient function  randomness  Studentized Residual  Test Set  ggplot2  rstudio  technical analysis data-science data-analysis

actor model  parallel computing  message passing  client server model  Computer Programming  spmd  apache kafka  programming model  distributed computing  reactive programming computer-science software-development

Confidence Interval  relative change and difference  Data Analysis  hypothesis testing  analysis  statistical hypothesis testing  Microsoft Excel  General Statistics  hypothesis  confidence data-science data-analysis

decision model  Leadership and Management  value proposition  business case  Strategy  organizational performance  technology strategy  Operations Management  project portfolio management  value chain business leadership-and-management

analysis  Planning  Project Management  Leadership and Management  project planning  project plan  project charter  stakeholder analysis  leadership  project business leadership-and-management

email  Email Campaigns  Marketing  MailChimp  business marketing  email marketing  Accounting  audience  Email Marketing Campaign  Digital Marketing business marketing

relational database  data retrieval  Databases  transact-sql  online shopping  Data Structures  Student's t-Distribution  associative entity  telephone number  SQL information-technology data-management

sports law  evaluation  ordered pair  identity management  positioning (marketing)  video game development  sports  i-deas  Brand Identity  Audit business leadership-and-management

delegation  resource  dissent  authority  law  forgetting  federal reserve system  Economics  Causality  decentralization social-sciences governance-and-society

history  Aerospace Engineering  music  reading (process)  space stations  probability density function  ordered pair  disaster  portable document format  space station arts-and-humanities history

run time (program lifecycle phase)  regression testing  Software Testing  analysis  data-flow analysis  qa & ux manager  static analysis  unit testing  test automation  static program analysis computer-science software-development

Data Analysis  Qualitative Data Analysis  Financial Accounting  loan origination  vensim  Machine Learning  servqual  Accounting  worldmap  Overfitting data-science data-analysis

Human Resources  cognitive bias  experience  bias  diversity training  perception  compensation and benefits  diversity (business)  categorization  Training business leadership-and-management

Laboratory Research  physics  window blind  physics experiments  pharmacy  medical laboratory  pharmacology  Scientific Analysis  research methods  robotics physical-science-and-engineering research-methods

Communication  collaborative partnerships  Collaboration  brand  Marketing  Strategy  partnership  Leadership and Management  leadership  Planning business leadership-and-management

backup  sql server management studio  microsoft sql server  project  table (database)  SQL Server  SQL  Leadership and Management  Databases  Switches information-technology data-management

jenkins (software)  software  Continuous Delivery  Google Cloud Platform  spinnaker  Cloud Computing  Kubernetes  Cloud Platforms  deployment environment  Continuous Integration information-technology cloud-computing

video game clone  Computer Graphics  Adult Education  cloning  user interface  interfaces  english language  visual effects  project  Communication computer-science software-development

Regulatory Affairs  Corporate Law  Legal Research  Business Law  law  foreign policy  Databases  Legal Databases  tax law  principle business business-essentials

human behavior  Critical Thinking  happiness  child  behavior  memory  psychologies  personality  psychology  Social Psychology life-sciences psychology

Legal Writing  Criminal Justice  international law  law  utility  Legal Research  process  justice  analysis  arbitration social-sciences law

thought  law  news  reason  principle  discrimination  political science  voting  international relations  history social-sciences law

robotics  linear equation  forward kinematics  least squares  torque  Framing  numerical analysis  calibration  inverse kinematics  measurement physical-science-and-engineering mechanical-engineering

ethnoarchaeology  law  international law  threat  .properties  Art History  pride  Museology  Human Learning  Risk arts-and-humanities history

security  Data Structures  cloud computing security  Android Development  Application Development  c dynamic memory allocation  login  data integrity  continuations  authentication information-technology cloud-computing

libor  Stochastic Calculus  valuation of options  interest  interest rate swap  brownian motion  interest rate  forward price  money market  pricing business finance

marketing strategy  brand  brand awareness  technology strategy  display devices  Accounting  Display Campaigns  advertising campaigns  Strategy  audience business marketing

consciousness  neuroscience  cochlea  memory  Cortex  action potential  cable theory  neuron (software)  anatomy  paintshop pro life-sciences basic-science

health system  pharmaceutical sciences  Precision Medicine  antibiotic resistance  sustainability  relative change and difference  evaluation  Finance  systems thinking  performance life-sciences public-health

ArcGIS  Land Use  agriculture  Tool Development  QGIS  Geospatial Analysis  Geographic Information System  analysis  Cartography  local elevation physical-science-and-engineering environmental-science-and-sustainability

Banking  inflation  microeconomics  financial markets  crisis  Economics  marginal propensity to consume  environmental economics  economy  Behavioral Economics social-sciences economics

Chi-Squared Distribution  hypothesis testing  statistical hypothesis testing  hypothesis  analysis  General Statistics  statistical inference  Computer Programming  R Programming  inference data-science probability-and-statistics

organizational structure  leadership style  Product Development  market (economics)  core competency  Innovation  Entrepreneurship  business process  leadership  Collaboration business business-strategy

capital structure  acceptance  operating budget  fundraising  Benefits  tax deduction  Taxes  gift  marketing plan  Planning business business-strategy

quantum information  salary  softening  speech  personality  image resolution  english language  phone-in  Negotiation  interview language-learning learning-english

language  github  web  unit testing  ruby (programming language)  rubygems  ruby on rails  Web Development  rspec  Computer Programming computer-science mobile-and-web-development

law  psychology  verstehen  suicide  alienation  philosophy  sociology  religion  Anthropology  Critical Thinking social-sciences governance-and-society

interfaces  Systems Monitoring  Networking Hardware  java annotation  command-line interface  booting  unix  unix shells  file shortcut  bash (unix shell) computer-science software-development

infectious diseases  patient  infection  disease  infection control  Transporting  biosafety  biocontainment  mental health  social distancing life-sciences public-health

Strategy  Innovation  Leadership and Management  social network  project  leadership  i-deas  innovation management  innovation leadership  Creativity business business-strategy

principle  Trigonometric Integral  political science  formal organization  internationalization and localization  civil disobedience  universal windows platform apps  Strategy  phonology  black lives matter social-sciences governance-and-society

modeling  numerical analysis  agent-based model  cellular automata  modeling and simulation  computational fluid dynamics  Python Programming  queueing theory  simulation  process physical-science-and-engineering research-methods

algorithmic trading  Strategy  Finance  market (economics)  post-earnings-announcement drift  trading  F1 Score  algorithmics  discipline  trading strategy business finance

law  international law  religion  islamic banking and finance  reason  india  economy  history  military  middle east social-sciences law

Mapping  Project Management  presentation  Product Development  customer experience  agile management  Web Design  Leadership and Management  project  cost benefit analysis business business-strategy

Strategy  foreign exchange market  trading  algorithmics  stock  trading strategy  valuation of options  algorithmic trading  accrual  stock market business finance

user interface  design pattern  java annotation  website wireframe  User Experience  experience  web  interfaces  user interface design  Web Design arts-and-humanities music-and-art

wireless  Cisco  Microarchitecture  web  Network Security  crime  privacy  internet  Cryptography  security information-technology security

flask  Operating Systems  Computer Programming  NoSQL  Databases  web application  mongodb  Matplotlib  Python Programming  spring framework information-technology data-management

time management  personal branding  personal advertisement  social network  Business Communication  Leadership and Management  delegation  Communication  leadership  professional networks business business-essentials

image segmentation  digital image  analysis  image compression  digital image processing  image restoration  signal processing  Matlab  image processing  video compression physical-science-and-engineering electrical-engineering

materials  spice  Steel Connection Design  power electronics  euler's totient function  homework  electronic circuit simulation  analysis  electronics  Matlab physical-science-and-engineering electrical-engineering

Mechanical Design  process  3d modeling  Sustainable Design  Autodesk  sustainability  Manufacturing Processes  computer-aided design  generative design  manufacturing process management physical-science-and-engineering mechanical-engineering

international relations  Economics  foreign direct investment  economy  s-box  leadership  ordered pair  trading  thought  chinese language social-sciences governance-and-society

Human Learning  Regression  Machine Learning  Graphlab  statistical classification  linearity  Algorithms  Computer Programming  Python Programming  analysis data-science machine-learning

React (web framework)  download  ip address  project mine  english language  web  project  node.js  upload  Javascript information-technology cloud-computing

topology optimization  generative design  Mathematics  autodesk inventor  Mechanical Engineering  3D Printing  autocad  computer animation  Mechanical Design  Autodesk physical-science-and-engineering mechanical-engineering

systems thinking  Entrepreneurship  sustainable consumption  thought  Carbon Footprint  partnership  sustainability  social entrepreneurship  Innovation  sustainable business business business-essentials

Google Cloud Platform  Big Data  Cloud Infrastructure  google storage  Cloud Storage  bigquery  Cloud Platforms  Kubernetes  Cloud Computing  Google App Engine information-technology cloud-computing

Human Learning  teaching  time management  project  gratitude  education  gift  Peer Review  educational practices  teaching method social-sciences education

cyber-security regulation  Cryptography  access control  information security  business continuity  security  Planning  Network Security  Leadership and Management  encryption computer-science computer-security-and-networks

botany  Environmental Biology  zoology  biodiversity  interact  biology  social justice  agriculture  ecology  Environmental Education life-sciences basic-science

grammar  english language  documents  Communication  Business Writing  email writing  report writing  Writing  Business Communication  email business business-essentials

version control  command-line interface  git (software)  bitbucket  software  software versioning  github  distributed version control  version control systems  Mergers & Acquisitions computer-science software-development

real estate investing  minimum viable product  financial forecast  distribution (business)  persona (user experience)  Lean Methods  i-deas  market (economics)  lean startup  sales presentation business entrepreneurship

Regression Analysis  linearity  Multicollinearity  Regression  Log Log Plot  interaction (statistics)  linear regression  Microsoft Excel  analysis  General Statistics data-science data-analysis

minimum viable product  Innovation  innovation management  thought  process  Entrepreneurship  design thinking  agile management  instructional design  project management professional business entrepreneurship

Big Data  Natural Language Processing  SQL  search engine optimization  corpus linguistics  Machine Learning  linguistics  computational linguistics  relative change and difference  language language-learning learning-english

marketing strategy  Planning  marketing research  brand  Marketing  marketing plan  Digital Marketing  Strategy  Product Marketing  marketing mix business marketing

experience  Creativity  Innovation  brainstorming  music  creative entrepreneurship  Strategy  observation  Entrepreneurship  Collaboration business leadership-and-management

cinema 4d  computer animation  Graphic Design  3d modeling  asset  Interior Design  Virtual Reality  specification (technical standard)  visual effects  video game development computer-science design-and-product

Continuous Function  manufacturing process management  Mechatronics  interoperability  recommender systems  data sharing  multi-factor authentication  Engineering Software  Mechanical Engineering  sap erp physical-science-and-engineering mechanical-engineering

pharmacogenetics  Electronic Medical Records  disease  pharmacogenomics  medicine  personalized medicine  dnas  genetics  cystic fibrosis  medical record life-sciences patient-care

Social Media  emerging technologies  Human Learning  professional networks  Social Media Tools  Creativity  lifelong learning  Critical Thinking  Communication  digital footprint personal-development personal-development

BlockChain  financial crisis  peer-to-peer lending  shadow banning  emerging markets  shadow banking system  Finance  financial regulation  global financial crisis  FinTech business finance

Rowing  do while loop  retain  syntax  language  while loop  subroutine  Computer Programming  iteration  Transpose data-science data-analysis

product/market fit  open innovation  minimum viable product  customer engagement  market segmentation  Innovation  market (economics)  Entrepreneurship  sustainability  Market Analysis business entrepreneurship

Amazon Web Services  identity management  Risk  web service  security  Leadership and Management  cloud computing security  Cloud Computing  web  Databases information-technology cloud-computing

principle  anatomy  fmri  neuroscience  neuroimaging  neurobiology  neuropsychological assessment  Experimental Design  cognition  Experiment life-sciences basic-science

competition (economics)  BlockChain  brainstorming  market segmentation  Opportunity Identification  use case  project  Industry Analysis  market (economics)  added value computer-science computer-security-and-networks

process  community health  unconscious  attractiveness  cognitive bias  Adaptability  Surgery  adoption  organizational structure  Innovation life-sciences public-health

drug design  Clinical Drug Development  drugs  drug development  safety  drug safety  metabolism  drug discovery  pharmacokinetics  pharmacology life-sciences healthcare-management

Apache  graphs  Big Data  Apache Spark  Graph Theory  Databases  centrality  graph database  analytics  neo4j data-science data-analysis

web server  load balancing  domain name system  cloud computing security  health check  Cloud Computing  load balancing (computing)  Resource Planning  hypertext transfer protocol  php computer-science computer-security-and-networks

apex predators  biology  fly  anatomy  evolution  predators  paleontology  bird anatomy  evolution of birds  adaptation life-sciences basic-science

public health  disaster  reproductive health  infant feeding  humanitarian  incident management  public health emergency of international concern  emergency  crisis  contingency plan life-sciences public-health

hanyu shuiping kaoshi  language  japanese language  Writing  listening  xml interface for network services  speech  grammar  shopped  chinese language language-learning other-languages

kidney diseases  immunogenetics  patient  cell therapy  kidney transplantation  medical education  immunology  nephrology  kidney disease  recurrence relations life-sciences patient-care

promoter (entertainment)  popular music  federal reserve system  film  Human Learning  criticism  Broadcast  Newspaper  label  web business business-strategy

c programming  user (computing)  Accounting  pension tax simplification  standing ovation  message  LinkedIn  hashtags  project  Benefits business business-strategy

Leadership and Management  agile management  Risk Management  Planning  Risk  project plan  Audit  Project Management  project  project planning business business-strategy

front and back ends  software requirements  project  software design  real-time operating systems  interfaces  software  Software Engineering  internet of things  verification and validation computer-science software-development

scalability  load testing  Scaling  amazon elastic compute cloud  Writing  project  language  front and back ends  web application  web information-technology cloud-computing

analysis  sociolinguistics  pragmatics  phonology  language  Human Learning  neurolinguistics  linguistics  english language  phonetics language-learning other-languages

analysis  linear equation  numerical analysis  system of linear equations  Ordinary Least Squares  Linear Algebra  least squares  numerical integration  numerical linear algebra  Polynomial computer-science algorithms

renewable energy  low-carbon economy  analysis  energy economics  climate change  Energy Policy  policy analysis  Energy Systems  energy  Climate Policy social-sciences governance-and-society

game design  Planning  project  thought  Leadership and Management  money flow index  video game development  analysis  swot analysis  Entrepreneurship business business-strategy

plausibility structure  psychology  3d modeling  virtual reality headset  immersion (virtual reality)  haptic technology  computer animation  Virtual Reality  Computer Graphics  360-degree video computer-science design-and-product

Leadership and Management  information security  internal control  audit risk  Risk  information technology security audit  Risk Management  Audit  information technology audit  security information-technology security

interactivity  k-means clustering  Python Programming  Scikit-Learn  Kalman Filter  Algorithms  image compression  widget toolkits  Machine Learning  data clustering algorithms data-science machine-learning

Computer Programming  Artificial Neural Networks  Network Model  c++  Machine Learning  automatic differentiation  hindley milner type system  Gradient  Python Programming  Tensorflow data-science machine-learning

supply chain  purchasing  Procurement  lean manufacturing  industrial engineering  cash conversion cycle  Microsoft Excel  manufacturing process management  supply chain management  product information management business business-strategy

flat rate  power control  cellular network  information cascade  random access  network congestion  six degrees of separation  shortest path problem  pagerank  wi-fi computer-science computer-security-and-networks

Supply Chain Strategy  supply chain  analysis  Planning  push pull strategy  analytics  Data Analysis  Strategy  supply chain analytics  chaining business business-essentials

language  Software Testing  chinese language  American Sign Language  one health  hanyu shuiping kaoshi  Big Data  fee  project  Communication language-learning other-languages

proof-of-stake  bitcoin  internet  public-key cryptography  BlockChain  consensus decision-making  peer-to-peer  Cryptography  privacy  proof-of-work system computer-science computer-security-and-networks

image processing  Artificial Neural Networks  Computer Programming  front and back ends  Tensorflow  Keras  Canonical Form  Machine Learning  Convolutional Neural Network  Python Programming data-science machine-learning

Data Visualization  market (economics)  Planning  Marketing  analysis  Leadership and Management  Data Analysis  analytics  Digital Marketing  Market Analysis data-science data-analysis

finite differences  Partial Differential Equations  Python Programming  spectral element method  simulation  Differential Equations  numerical analysis  analysis  Computer Programming  acoustics physical-science-and-engineering research-methods

java annotation  application programming interfaces  return statement  show me!  interoperability  euler's totient function  message  project  callable bond  .properties computer-science mobile-and-web-development

Bioinformatics  cluster analysis  Data Visualization  data clustering algorithms  proteomics  gene  gene set enrichment analysis  metadata  Interactive Data Visualization  ontology (information science) life-sciences basic-science

social influence  Communication  reason  persuasion  behavior  project management certification  Influencing  Leadership and Management  thought  leadership business leadership-and-management

web  Javascript  representational state transfer  Redux  Web Development  javascript library  json  bootstrap (front-end framework)  React (web framework)  Front-End Web Development computer-science mobile-and-web-development

Artificial Neural Networks  apache systemml  Apache  Deep Learning  Apache Spark  Long Short-Term Memory  Tensorflow  PyTorch  Keras  Human Learning data-science machine-learning

Communication  Business Writing  email  Business Communication  Writing  email writing  audience  english language  language  Contract Management language-learning learning-english

object-oriented programming  modulo operation  ternary conditional operator  Electrical Engineering  Matlab  c++  Mechanical Engineering  null coalescing operator  autocad  Computer Programming computer-science software-development

Strategy  Entrepreneurship  stakeholder theory  modeling  corporate social responsibility  sustainable business  corporate bond  sustainability  Business Strategy  social entrepreneurship business leadership-and-management

crime  Cisco  Leadership and Management  disaster  privacy  business continuity  security  cyber security standards  information security  keystroke logging information-technology security

english language  Language Learning  taxicab geometry  Communication  language  teaching  schedule  grammar  fasting  interact language-learning learning-english

binary search algorithm  binary search tree  binary tree  stack (abstract data type)  hashing  Data Structures  priority queue  hash table  search tree  splay tree computer-science algorithms

relational database  sql server management studio  display devices  Leadership and Management  syntax  project  Databases  microsoft sql server  SQL  sql injection computer-science software-development

c programming  Mobile Development  specification (technical standard)  continuations  Computer Programming  java (software platform)  method (computer programming)  c++  object-oriented programming  Javascript computer-science software-development

spreadsheet  Microsoft Excel  Chart  worksheet  microsoft excel macro  macro (computer science)  Pivot Table  Scatter Plot  lookup table  euler's totient function computer-science design-and-product

decision model  touchpoint  corporate bond  product placement  Strategy  buyer decision process  marketing mix  guerrilla marketing  purchase funnel  marketing buzz business marketing

bubble sort  Python Programming  project networks  sorting  Big Data  recursion  project  ascendency  ordered pair  algorithmic trading computer-science algorithms

medicine  lesion  ancient dna  rickets  biological anthropology  Human Learning  DNA  dnas  paleopathology  toothing life-sciences basic-science

raspberry pi  Tensorflow  Training  application programming interfaces  privacy  confusion  modeling  Computer Graphics  matrices  Deep Learning computer-science software-development

sample size determination  prognostics  external validity  predictive analytics  measurement  Estimation  imputation (statistics)  relative change and difference  ordered pair  Bias Variance Tradeoff data-science data-analysis

face recognition  Long Short-Term Memory  Python Programming  Machine Learning  Deep Learning  flask  compiler construction  Artificial Neural Networks  Natural Language Processing  Software Engineering data-science machine-learning

hubspot  Sales  Customer Relationship Management  project  customer relationship management software  Leadership and Management  sap erp  Marketing  customer service  Accounting business leadership-and-management

modeling  Planning  analysis  market (economics)  environmental factor  project  Integral  business plan  Strategic Analysis  presentation business business-strategy

reproduction  eukaryotic cells  excretion  phylogenetic tree  symbiosis  evolution  flagellate  parasites  glycocalyx  phylogenetics life-sciences basic-science

modulo operation  Factorial  .properties  numbers (spreadsheet)  Mathematics  null coalescing operator  ternary conditional operator  operand  Arithmetic  order of operations computer-science mobile-and-web-development

web  Web Design  HTML5  Web Development  web page  Javascript  CSS  web hosting service  html  Front-End Web Development computer-science mobile-and-web-development

Tax Returns  tax law  Individual Tax Returns  Federal Tax Returns  tax preparation  employment  Taxes  income tax  income  Accounting business business-essentials

reason  evolution  belief  mythology  religion  thought  logic  irreducible complexity  greek mythology  philosophy arts-and-humanities philosophy

flow network  software development process  shippable  software configuration management  euler's totient function  reusability  packaging  software project management  DevOps  Continuous Integration computer-science software-development

Human Learning  leadership  i-deas  posture  news  Planning  Resilience  perception  project design  strategic management business leadership-and-management

Machine Learning  file shortcut  adobe photoshop  Creativity  project  ordered pair  Economics  saving  java annotation  interfaces computer-science design-and-product

marketing plan  proposition  value proposition  market segmentation  Marketing  Strategy  marketing strategy  market (economics)  process  positioning (marketing) business marketing

international law  Human Learning  law  political science  international relations  justice  crime  Prosecution  war crime  Criminal Justice social-sciences law

strategic thinking  Game Theory  principle  Collaboration  you can negotiate anything  Strategy  Negotiation  Communication  allocentrism  strategic negotiations business business-essentials

Environmental Studies  Urban Planning  Planning  adaptation  climate change  sustainability  climate resilience  proactivity  Resilience  global city physical-science-and-engineering environmental-science-and-sustainability

diffusion of innovations  market (economics)  global  top-down and bottom-up design  supply and demand  systems thinking  psychology  Innovation  Problem Solving  coping with business leadership-and-management

Leadership and Management  career  interview  R Programming  report writing  Communication  courage  speech  LinkedIn  english language business business-essentials

digital footprint  computational social science  Data Mining  social network analysis  scientific method  computer simulation  Network Analysis  Machine Learning  case study  simulation data-science data-analysis

social media marketing  Social Media  media market  Leadership and Management  social marketing  Marketing  Strategy  Digital Marketing  marketing strategy  sustainability business marketing

Javascript  Front-End Web Development  html  responsive web design  CSS  HTML5  Web Design  bootstrap (front-end framework)  Web Development  web computer-science mobile-and-web-development

HTML and CSS  HTML5  web accessibility  project  html  web  Web Development  CSS  web page  Web Design computer-science mobile-and-web-development

plant physiology  Plant Biology  plant cell  biology  plant  cell biology  genetics  botany  phototropism  memory life-sciences basic-science

english language  language  materials  phonetics  Language Learning  japanese language  adjective  korean language  euler's totient function  grammar language-learning other-languages

adobe illustrator  Web Development  project  .properties  web page  ordered pair  Javascript  html  CSS  web computer-science mobile-and-web-development

hypothesis  statistical inference  Bayesian Inference  Bayesian Statistics  General Statistics  Bayesian  inference  p-value  Statistical Power  statistical hypothesis testing data-science probability-and-statistics

Web Development  html  Data Science  Mobile Development  Javascript  web application  web  CSS  front and back ends  project computer-science mobile-and-web-development

education  Planning  japanese language  ordered pair  Human Learning  doubt  Self-Motivation  english language  term (time)  cost personal-development personal-development

General Statistics  likelihood function  Studentized Residual  Biostatistics  confidence  booting  Confidence Interval  euler's totient function  Normal Distribution  probability math-and-logic math-and-logic

u.s. securities and exchange commission  ableton  electronic music  music  sound  Video Editing  chord  Sound Design  ordered pair  electronics arts-and-humanities music-and-art

public offering  restructuring  market (economics)  corporate bond  Finance  shareholders  value proposition  initial public offering  cash flow  underlying (finance) business finance

Game Theory  valuation of options  options strategies  real options valuation  business valuation  valuation (finance)  Strategy  Finance  real options  Mergers & Acquisitions business finance

international law  history  international relations  Legal Research  crime  justice  Criminal Justice  law  terrorism  Prosecution social-sciences law

microfinance  specific risk  funds  design thinking  Innovation  resource  Strategy  Finance  revenue  due diligence business finance

limited partnership  account planning  Business  pre-order  business plan  entity concept  Entrepreneurship  service mark  purchasing  E-Commerce business entrepreneurship

feed forward (control)  Computer Programming  safety  simulation  Python Programming  feed uri scheme  modeling  mathematical model  iso 26262  autonomous cars computer-science software-development

Finance  pricing  bond valuation  stock  maturity (finance)  government bonds  Dividends  investment  market data  stock market business finance

unconscious  intellect  religion  missionary  interpretation  korean language  human spirit  spirituality  shamanism  biblical interpretation (journal) arts-and-humanities philosophy

performance  wi-fi  encryption  data security  wireless network interface controller  index  security  Switches  web  history computer-science software-development

investment banking  wealth management  Investment Management  asset management  trading  stock market  Finance  Leadership and Management  investment  Risk business finance

Adult Education  training and development  teaching  education  instructional design  pedagogy  online learning  differentiated instruction  educational psychology  ecology social-sciences education

public health  health policy  safety  welfare state  influencer marketing  federal reserve system  history  social work  sanitation  quality of life social-sciences governance-and-society

lymph node  pathology  lymph  veins  anatomy  human error assessment and reduction technique  urinary system  arteries  valve  blood life-sciences basic-science

Chart  spreadsheet  measurement  project  Spreadsheet Software  mathematical optimization  audience  software  Data Documentation  use case business marketing

team management  leadership  Innovation  strategic management  chief executive officer  crisis  Collaboration  Leadership and Management  motivation  Communication business leadership-and-management

Writing  Office Administration  business administration  english language  vision statement  english grammar  Proposal Writing  grammar  Business Writing  report writing language-learning learning-english

Transportation Engineering  biomedical engineering  electronics  Chemical Engineering  carbon  Civil Engineering  robotics  Electrical Engineering  electronic skin  Nanotechnology physical-science-and-engineering chemistry

verification and validation  c++  setuid  race condition  cross-site scripting  data security  printf format string  pseudorandomness  security  environment variable computer-science computer-security-and-networks

income statement  Venture Capital  cash flow statement  Accounting  Finance  cash flow  financial statement  balance sheet  bookkeeping  cash is king business finance

forwarding plane  network management  inter-domain  software  home network  wireless networking  Computer Networking  Cisco  Software-Defined Networking  data centers computer-science computer-security-and-networks

network administrator  solution architect  operational transformation  solution architecture  control plane  Cisco  Cloud Computing  hypervisor  management plane  data centers information-technology networking

Creativity  Content Development  internal communications  content marketing  content strategy  market (economics)  Communication  Social Media  content management system  Marketing business marketing

Spreadsheet Software  lookup table  Finance  evaluation  Business Intelligence  gross margin  profit margin  cost  spreadsheet  software business finance

Visual Analytics  Chart  method of analytic tableaux  Data Analysis  Data Visualization  tableau software  analysis  analytics  software  Map data-science data-analysis

internet  modeling  psychology  Control Chart  lecture  process  patient safety  blame  healthcare quality  latex personal-development personal-development

illustration  Graphic Design  adobe photoshop  mind map  typography  Creativity  Brand Identity  adobe indesign  brand  Computer Graphics arts-and-humanities music-and-art

health informatics  electronic human resources  digital medicine  medicine  patient portal  mhealth  electronic health record  telemedicine  health care  patient life-sciences healthcare-management

Communication  journaling file system  english language  Scientific Writing  scientific communication  hedge (finance)  academic writing  ethics  analysis  Writing language-learning learning-english

black lives matter  islamophobia  political science  history  police  relative change and difference  law  oppression  racial segregation  white supremacy social-sciences governance-and-society

decentralization  smart grid  Training  use case  art  internet of things  Human Learning  chaining  process  BlockChain business leadership-and-management

statistical mechanics  General Statistics  quantum mechanics  tailored access operations  chemistry  measurement  molecular dynamics  energy  c dynamic memory allocation  energy level physical-science-and-engineering chemistry

utility  chaining  energy  Energy Efficiency  supply chain  Studentized Residual  Natural Gas  safety  safety engineering  oil physical-science-and-engineering electrical-engineering

creative writing  Fiction Writing  film  copywriting  cleanliness  Writing  Poetry Writing  screenwriting  concreteness  shopped arts-and-humanities music-and-art

Inventory Management  Trigonometric Integral  six sigma  inventory  Operations Management  supply chain  Leadership and Management  supply chain management  process  chaining business business-strategy

Big Data  Apache  PostgreSQL  Apache Spark  analysis  SQL  mongodb  Data Analysis  data integration  Big Data Analytics data-science data-analysis

Audit  predictive modelling  algorithmics  modeling  ethics  Game Theory  measurement  Machine Learning  Accuracy And Precision  bias computer-science algorithms

game mechanics  principle  video game design  experience design  User Experience Design  video game development  software design description  game design  game design document  documents computer-science design-and-product

interfaces  entry point  Computer Programming  user interface  multisignature  digital signature  BlockChain  cryptocurrency  web  smart contract computer-science mobile-and-web-development

Convolutional Neural Network  numbers (spreadsheet)  Keras  Early Stopping  Validation Set  compiler  Deep Learning  Tensorflow  Feedforward Neural Network  Artificial Neural Networks data-science machine-learning

project  Deep Learning  Strategy  mathematical optimization  Communication  performance  Machine Learning  use case  business requirements  process data-science machine-learning

invertible matrix  least squares  linear equation  system of linear equations  rank (linear algebra)  projection (linear algebra)  gaussian elimination  linearity  Linear Algebra  matrices math-and-logic math-and-logic

language  english grammar  Civil Engineering  Writing  essay writing  academic writing  english language  translation  editing  grammar language-learning learning-english

digital image processing  intuition  project  modeling  Support Vector Machine  linearity  statistical classification  Python Programming  Machine Learning  Scikit-Learn data-science machine-learning

project  tableau software  software  project networks  Business Intelligence  measurement  Data Visualization  Geographic Information System  Data Analysis  euler's totient function business business-essentials

interaction (statistics)  odds ratio  hazard  analysis  Regression Analysis  Estimation  Survival Analysis  linear regression  Regression  linearity life-sciences public-health

project mine  data clustering algorithms  market segmentation  project  hierarchical database model  running  data cluster  Marketing  cluster analysis  utility data-science data-analysis

security  security management  multi-factor authentication  security question  awareness  malware  security awareness  authentication  password  Mobile Security information-technology security

scenario testing  automation anywhere  robot framework  process  checklists  cost benefit analysis  latex  sorting  analysis  Scanning computer-science software-development

Communication  strategic negotiations  psychological tools  Planning  Strategy  Negotiation  law  decision tree  Business Strategy  Contract Negotiation business business-essentials

Fiction Writing  film  Writing  determination  adaptation  screenwriting  dialogue  game design  grammar  dream interpretation arts-and-humanities history

resource  SQL  analysis  Basic Descriptive Statistics  Machine Learning  Data Analysis  Databases  PostgreSQL  mysql  General Statistics data-science data-analysis

sustainability  sustainable business  reducing emissions from deforestation and forest degradation  adaptation  world bank  fossil  ecology  agriculture  carbon emission trading  climate change social-sciences governance-and-society

Population  public health  pandemics  pandemic  vaccine  drug development  Communication  contact tracing  Phases Of Clinical Research  Disease Outbreaks life-sciences public-health

time management  physical activity  acis  exercise  motivation  smart criteria  Human Learning  goal setting  habit  Planning personal-development personal-development

Algorithms  Artificial Neural Networks  image processing  Tensorflow  mathematical optimization  prior probability  Keras  Python Programming  Machine Learning  Deep Learning data-science machine-learning

corporate bond  tax law  shareholders  stock  Taxes  income tax  flow-through entity  Dividends  debt  deferred tax business business-essentials

project  Finance  Average  analysis  flow network  present value  Taxes  trading  cash flow  financial modeling business finance

employment  leadership  ordered pair  Entrepreneurship  utility  People Management  employee engagement  Strategy  measurement  Leadership and Management business business-strategy

Algorithms  data clustering algorithms  web  analysis  Python Programming  cluster analysis  Computer Programming  Data Analysis  Data Visualization  Machine Learning data-science data-analysis

indoor air quality  sources  Pollution Control  Causality  disease  awareness  Air Pollution Control  adobe air  health effect  pollution life-sciences public-health

Sustainable Design  green economy  City Planning  Planning  economy  Green Design  energy  Urban Planning  architecture  sustainability physical-science-and-engineering environmental-science-and-sustainability

motion planning  linearity  matrices  matrix representation  robotics  Algebra  simulation  Matlab  Linear Algebra  transformation matrix physical-science-and-engineering mechanical-engineering

thought  forensics  crime scene  forensic evidence  chemistry  crime  forensic science  dnas  analysis  DNA life-sciences basic-science

software requirements  requirements analysis  requirements elicitation  software requirements specification  software  Agile Software Development  software development process  Software Engineering  requirements engineering  analysis computer-science software-development

listening  systems thinking  thought  disposition  Critical Thinking  Warrants  point and click  Problem Solving  hardware random number generator  Advertising social-sciences education

saving  public health  parenting  awareness  biology  nutrition  pride  Human Learning  public health law  health life-sciences public-health

i-deas  project  digital signature  Writing  do the work  Innovation  composite artifact colors  euler's totient function  wordpress  Microsoft Excel social-sciences education

Dimensionality Reduction  Regression Analysis  modeling  univariate  Dependent And Independent Variables  Regression  General Statistics  curse of dimensionality  analytics  univariate analysis business leadership-and-management

public domain  trademarks  Intellectual Property Law  intellectual property  interpolation  process  law  entertainment law  sound  music business business-strategy

euler's totient function  Computer Programming  closure (computer programming)  bounded quantification  functional programming  subtyping  language  type system  ruby (programming language)  ordered pair computer-science software-development

personality  Average  meaning-making  brand  Leadership and Management  logos  leadership  Brand Management  motivation  logo business leadership-and-management

ageing  alternative medicine  endocannabinoid system  exercise  cannabis research  aging processes  cannabinoid  medical cannabis  cannabinoids  health effect life-sciences public-health

pixel  zbrush  art  game design  video game development  Color Theory  pixel art  3d modeling  adobe photoshop  java annotation arts-and-humanities music-and-art

Advertising  Writing  Project Management  project  Google AdWords  Google AdSense  pay per click  Digital Marketing  Marketing  blogging business marketing

Benefits  Journalism  content creation  surround sound  contract a  streams  Compensation  sports  market (economics)  Communication business leadership-and-management

goms  art  learnability  cognitive behavioral therapy  Music Therapy  Color Theory  consciousness  human machine interaction  art therapy  sensemaking life-sciences psychology

Python Programming  analysis  General Statistics  Principal Component Analysis  Correlation And Dependence  Missing Data  Data Analysis  jpeg  Outlier  Data Mining data-science data-analysis

logic gate  Digital Circuit Design  augmented assignment  Digital Design  pseudocode  logic  Circuit Design  boolean algebra  computer-aided design  electronics physical-science-and-engineering electrical-engineering

eudaimonia  behavior  sociology  collective identity  i-deas  personal identity  Influencing  music  personal advertisement  thought arts-and-humanities music-and-art

network virtualization platform  network load balancing  fcaps  network processor  network operating systems  communications server  storage area networks  virtual routing and forwarding  network function virtualization  virtual terminal information-technology cloud-computing

Apache  Human Learning  scalability  functional programming  Big Data  Deep Learning  Apache Spark  parallel computing  k-means clustering  Machine Learning data-science machine-learning

Databases  syntax  analysis  web  Data Visualization  python syntax and semantics  Python Programming  semantics  Computer Programming  sqlite data-science data-analysis

retirement  Causality  career  history of the book  blame  Influencing  resource  history  fundraising  Dependent And Independent Variables arts-and-humanities history

analytics  tableau software  Business Intelligence  Statistical Dispersion  software  Demand Forecasting  General Statistics  Data Analysis  measurement  analysis business business-essentials

Angular  Mechanical Design  fluid mechanics  Framing  3d rig  molecular dynamics  classical mechanics  energy  lecture  robotics physical-science-and-engineering mechanical-engineering

bigtable  bigquery  SQL  Google Cloud Platform  role-based access control  Cloud Storage  Kubernetes  identity management  Cloud Computing  Cloud Platforms computer-science software-development

Designed for those who are new to elearning, this course will prepare you with strategies to be a successful online learner.The edX learning design team has curated some of the most powerful, science-backed techniques which you can start using right away and on any learning platform.The Verified Certificate for this course is free. Use the following coupon code before September 1, 2020 to upgrade at no cost to you: Y5ZADM5NU2AN5JU7This course will help you answer the following questions: Education & Teacher Training

This course aims to teach everyone the basics of programming computers using Python. We cover the basics of how one constructs a program from a series of simple instructions in Python. The course has no pre-requisites and avoids all but the simplest mathematics. Anyone with moderate computer experience should be able to master the materials in this course. This course will cover Chapters 1-5 of the textbook "Python for Everybody". Once a student completes this course, they will be ready to take more advanced programming courses. This course covers Python 3. Computer Science

This is CS50x , Harvard University's introduction to the intellectual enterprises of computer science and the art of programming for majors and non-majors alike, with or without prior programming experience. An entry-level course taught by David J. Malan, CS50x teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development. Languages include C, Python, SQL, and JavaScript plus CSS and HTML. Problem sets inspired by real-world domains of biology, cryptography, finance, forensics, and gaming. The on-campus version of CS50x , CS50, is Harvard's largest course. Students who earn a satisfactory score on 9 problem sets (i.e., programming assignments) and a final project are eligible for a certificate. This is a self-paced course–you may take CS50x on your own schedule.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Computer Science

In the last decade, the amount of data available to organizations has reached unprecedented levels. Data is transforming business, social interactions, and the future of our society. In this course, you will learn how to use data and analytics to give an edge to your career and your life. We will examine real world examples of how analytics have been used to significantly improve a business or industry. These examples include Moneyball, eHarmony, the Framingham Heart Study, Twitter, IBM Watson, and Netflix. Through these examples and many more, we will teach you the following analytics methods: linear regression, logistic regression, trees, text analytics, clustering, visualization, and optimization. We will be using the statistical software R to build models and work with data. The contents of this course are essentially the same as those of the corresponding MIT class (The Analytics Edge). It is a challenging class, but it will enable you to apply analytics to real-world applications.The class will consist of lecture videos, which are broken into small pieces, usually between 4 and 8 minutes each. After each lecture piece, we will ask you a "quick question" to assess your understanding of the material. There will also be a recitation, in which one of the teaching assistants will go over the methods introduced with a new example and data set. Each week will have a homework assignment that involves working in R or LibreOffice with various data sets. (R is a free statistical and computing software environment we'll use in the course. See the Software FAQ below for more info). At the end of the class there will be a final exam, which will be similar to the homework assignments. Data Analysis & Statistics

Begin your journey in a new career in marketing analytics. Learn about powerful strategies and methodology, starting with identifying market trends and metrics used to measure marketing success.In this marketing course, you will learn how to execute market sizing, identify market trends, and predict future conditions.This course is taught by Stephan Sorger who has held leadership roles in marketing and product development at companies such as Oracle, 3Com and NASA. He has also taught for over a decade at UC Berkeley Extension and is the author of two widely adopted marketing textbooks. This course will equip you with the knowledge and skills necessary to immediately see practical benefits in the workplace.Analytics-based marketing is increasingly important in determining a company’s spending and ROI. Many entry-level positions in marketing now require some basic level of knowledge in this rapidly growing field. Computer Science

Project management is an essential skill-set for many careers and in many contexts in our lives. Introduction to Project Management is an ideal starting point if you need to manage projects at work or at home, while not necessarily being a formally trained project manager. It is also suitable if you are considering undertaking a project in the near future and are seeking to learn and apply essential project management knowledge and skills.To deliver a project successfully, it’s important to start by clearly identifying what the project is, and what its outcomes will be. In the course, we will show you practical ways to explore and understand your goals from the outset of your project, and to consider all the factors that may affect its execution. Step by step you will learn how to plan, scope, schedule, cost and manage your project from beginning to end. Since every project relies on the people who are delivering it, the course also enables you to explore how you can effectively communicate, manage people and employ leadership skills to successfully deliver your own project.In Introduction to Project Management, you will learn practical ways to use project management skills, whether your project is large or small. Join us to explore how you can benefit from using project management techniques in your own projects. Business & Management

This course will blend business theory and real-world insights to teach you the skills you need to better lead people and teams within your organization. Key topics will include motivation, communication, conflict management, team dynamics, and development of a healthy organizational culture.These “people skills” rank among the most challenging competencies for both novice and experienced leaders. This course will challenge you to understand your followers on a deeper level, as well as help you to reflect and improve on your own leadership practice.The course will draw on knowledge from psychology, human resource management, and organizational behavior, as well as the expertise of the management faculty and the The University of Queensland. Through a series of engaging videos, interviews, written reflections, peer feedback, self-insight activities, and simulations, we unpack the ingredients that are critical for developing more effective people and higher performing teams. Communication

This course explains what happiness at work looks like, why it matters, and how to cultivate it.It begins by defining happiness and making the case that happiness at work improves the performance of individual employees and organizations as a whole, increasing innovation, productivity, engagement, retention, and the quality of their work. It then explores the key factors that empirical research has linked to workplace happiness, zeroing in on practices such as gratitude, developing a strong sense of purpose, and forming authentic, cooperative connections with others. The course will also highlight common barriers to workplace happiness, both at the individual and cultural level.Finally, the course presents a practical framework for workplace happiness and explores accessible techniques for: a) evaluating happiness in an organization, b) creating an effective strategy to increase workplace happiness, and c) implementing that strategy in your own work life, within your team, or across the culture of your organization, with special tips for workplace leaders.The course instructors are expert faculty from UC Berkeley’s Greater Good Science Center, Dacher Keltner, Ph.D., and Emiliana Simon-Thomas, Ph.D., whose earlier edX course, The Science of Happiness, has been a global phenomenon, introducing a half million students worldwide to the research-based keys to a happy, meaningful life. In this course, they tailor their scientific insights to the needs of the modern workplace. Business & Management

This short course is a German-Australian collaboration developed in response to the growing need to provide students with the knowledge, skills, and understanding to recognise, identify and respond to mental health challenges in themselves and others. The course is primarily for university students and those working in the tertiary education and local community sectors.We are grateful to the following organisations for their contribution to and continued support of this MOOC:In this course, you will: Health & Safety

Understand the background and meaning of Six Sigma and the five steps of the DMAIC process improvement flow: Define, Measure, Analyze, Improve and Control. Discuss what "Quality" means and how to identify the Voice of the Customer.You will learn how to set an improvement project goal, calculate process yield, and identify Critical-to-Quality parameters.You will learn how to map a process and to use the necessary statistical techniques to establish the baseline performance of a process and to calculate the process capability.To complement the lectures, we provide interactive exercises, which allow learners to see the statistics "in action." Learners then master the statistical concepts by completing practice problems. These are then reinforced using interactive case studies, which illustrate the application of the statistics in quality improvement situations.Upon successful completion of this program, learners will earn the TUM Lean and Six Sigma Yellow Belt certification, confirming mastery of Lean Six Sigma fundamentals to a Green Belt level. The material is based on the American Society for Quality (www.asq.org) Body of Knowledge up to a Green Belt Level. The Professional Certificate is designed as preparation for a Lean Six Sigma Green Belt exam. Business & Management

Created specifically for those who are new to the study of probability, or for those who are seeking an approachable review of core concepts prior to enrolling in a college-level statistics course, Fat Chance prioritizes the development of a mathematical mode of thought over rote memorization of terms and formulae. Through highly visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics by tracing probability and statistics back to a foundation in the principles of counting. In Modules 1 and 2, you will be introduced to basic counting skills that you will build upon throughout the course. In Module 3, you will apply those skills to simple problems in probability. In Modules 4 through 6, you will explore how those ideas and techniques can be adapted to answer a greater range of probability problems. Lastly, in Module 7, you will be introduced to statistics through the notion of expected value, variance, and the normal distribution. You will see how to use these ideas to approximate probabilities in situations where it is difficult to calculate their exact values. Math

Do you love your job, do you wake up every morning all eager about it? Are you ready to do what you have chosen for the rest of your life? When you are off the chosen track, are you impatient to snap into action immediately to start working more effectively and overcome the difficulties? Is your life full of purpose, are you of any use to other people? If your answer to all the above questions is "Yes" then congratulations, you're doing great! However, most people share at least some level of insecurity about their work and their future. If that sounds more like you, here's a follow-up question: have you done anything to change it? Or are you planning to put up with that for the time being? This course is for those who may feel a little stuck in their careers. It draws from academic teachings in motivation and positive psychology from universities like Harvard andMoscow State University and combines those with cultural studies from Tibet. You'll learn how to resist procrastination and engage a process of self-determination. You'll find ways to contend with the "bumps" that prevent us from moving in the direction. This course can't promise a magic pill, butit will offer the tools for solvingkey problems thatcan hinder self-fulfillment. You willgain the basic skills of self-development, explore some well-considered hypotheses of future development, and build the toolsyou'll need to follow your passion and succeed. Communication

With the rise of social media and the Internet, many people are writing more today for different mediums than ever before. We'll present materials that cover grammatical principles, word usage, writing style, sentence and paragraph structure, and punctuation. We'll introduce you to some marvelous resources that we have annotated for your guidance. We'll show you video clips of interviews conducted with distinguished grammarians, challenge you with quizzes and writing activities that will give you strategies to help you to build skills that will enhance the quality of your writing, and invite you to participate in discussions and assess the work of your peers. Humanities

The challenges of sustainable development are more than technical or political--they are also moral, calling on us to examine who we are as human beings, and who we want to be going forward. This examination of what makes a "good person"--called virtue ethics--has long been the purview of philosophers and theologians. So what do the world's great religious and secular philosophies have to say about ethical conduct? Which virtues are common across creeds and cultures? And what role do ethics, spirituality, and religious communities have to play in sustainable development? In 2016, distinguished leaders from the world's major religious traditions, philosophers, scholars, and scientists were invited by Pope Francis to the Vatican for a series of meetings. Known as the Ethics in Action initiative, these meetings sought to promote dialogue and find consensus about the values needed to advance transformative action for our common home and the human family. This course features Ethics in Action meeting participants, as well as other leading voices, and discusses the perspectives of some of the world's great traditions and their role in addressing our world's most pressing challenges, including poverty, corruption, and climate change. It presents multi-faith cooperation as essential for achieving sustainable development, and calls for the development of a new shared virtue ethics to bring us all into a sustainable and peaceful future. This course is for:  Ethics

 Over the past decade emerging technologies, paired with massive changes in regulations, have driven an unprecedented transformation of finance around the world. This process is happening more rapidly in China and Asia than anywhere else. This course is designed to explore FinTech fundamentals and help make sense of this wave of change as it happens.New players such as start-ups and technology firms are challenging traditional players in finance, bringing democratization, inclusion and disruption. Companies engaged in social media, e-commerce, and telecommunications, as well as, companies and start-ups with large customer data pools, creative energies, and technical capacities, have brought competition to the existing financial infrastructure and are remaking the industry.These transformations have not only created challenges but also unprecedented opportunities, building synergies with new business and regulatory models, particularly in emerging markets and developing countries. To meet these changes, 21st-century professionals and students must be equipped with up-to-date knowledge of the industry and its incredible evolution. This course - designed by HKU with the support of SuperCharger and the Centre for Finance, Technology and Education - is designed to enable learners with the necessary tools to understand the complex interaction of finance, technology and regulation.In this course, through a series of video lectures, case studies, and assessments you will explore the major areas of FinTech including, beginning with What is FinTech before turning to Money, Payment and Emerging Technologies, Digital Finance and Alternative Finance, FinTech Regulation and RegTech, Data and Security, and the Future of Data Driven Finance, as well as, the core technologies driving FinTech including Blockchain, AI and Big Data. These will set the stage for understanding the FinTech landscape and ecosystem and grappling with the potential direction of future change.**** Economics & Finance

The first in our Professional Certificate Program in Data Science, this course will introduce you to the basics of R programming. You can better retain R when you learn it to solve a specific problem, so you'll use a real-world dataset about crime in the United States. You will learn the R skills needed to answer essential questions about differences in crime across the different states. We'll cover R's functions and data types, then tackle how to operate on vectors and when to use advanced functions like sorting. You'll learn how to apply general programming features like "if-else," and "for loop" commands, and how to wrangle, analyze and visualize data. Rather than covering every R skill you might need, you'll build a strong foundation to prepare you for the more in-depth courses later in the series, where we cover concepts like probability, inference, regression, and machine learning. We help you develop a skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux, version control with git and GitHub, and reproducible document preparation with RStudio. The demand for skilled data science practitioners is rapidly growing, and this series prepares you to tackle real-world data analysis challenges. Data Analysis & Statistics

Kickstart your learning of Python for data science, as well as programming in general with this introduction to Python course. This beginner-friendly Python course will quickly take you from zero to programming in Python in a matter of hours and give you a taste of how to start working with data in Python. ~~~~Upon its completion, you'll be able to write your own Python scripts and perform basic hands-on data analysis using our Jupyter-based lab environment. If you want to learn Python from scratch, this course is for you.You can start creating your own data science projects and collaborating with other data scientists using IBM Watson Studio. When you sign up, you will receive free access to Watson Studio. Start now and take advantage of this platform and learn the basics of programming, machine learning, and data visualization with this Beginner course.The objectives of this course is to get you started with Python as the programming language and give you a taste of how to start working with data in Python.In this course you will learn about: Data Analysis & Statistics

 Have you ever taken a sip of beer and wondered why it tastes a certain way or what effect the alcohol has on your body?In this course, you will learn all about beer, including how it's made, the raw materials used, it's supply chain, how it's marketed and the effect of beer consumption on your body.After this course, tasting a beer will be an entirely new sensation: you will enjoy it even more since you will better understand what's inside your drink. Not to mention, to be a responsible drinker it is important to know what effects beer has on your health. You will gain a natural view on this, allowing you to form your own well-grounded opinion.This MOOC is developed by students of Wageningen University & Research in honour of the 100 year anniversary of the university. The students have received guidance from professors and experts in the field of food production, health risks, marketing, logistics and sustainable supply chains to ensure a high-quality learning experience for everyone. In this MOOC your teachers will truly be your peers!So, are you interested in the science behind your beer? Register for this course now! Food & Nutrition

Social media technologies are continuously transforming the ways consumers interact with each other and firms. These changes constitute a fundamental shift in the marketplace--consumers have greater opportunities to voice their opinions and connect with their peers as well as increased influence over marketers and brands. In this course, part of the Digital Product Management MicroMasters program, we examine how organizations capitalize on social media and consumer-to-consumer interactions to support their marketing efforts. We view these issues from a strategic and a practical perspective, rather than a technical or platform perspective. We will give you the knowledge you need to create engaging content for platforms such as Facebook, Instagram, Twitter, and Snapchat and how to identify influencers, deliver content to a targeted audience, and measure the success of your efforts. Understanding social media is crucial for product managers who will be operating in a digital environment. Product managers will learn how to use social media conversations to inform their decision-making and how to leverage social media to promote their products, services and the brand. Additionally, learners will gain an understanding of how social media can be used to achieve specific organizational objectives and to measure the effectiveness of those efforts. Business & Management

AI is transforming how we live, work, and play. By enabling new technologies like self-driving cars and recommendation systems or improving old ones like medical diagnostics and search engines, the demand for expertise in AI and machine learning is growing rapidly. This course will enable you to take the first step toward solving important real-world problems and future-proofing your career.CS50’s Introduction to Artificial Intelligence with Python explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.Enroll now to gain expertise in one of the fastest-growing domains of computer science from the creators of one of the most popular computer science courses ever, CS50. You’ll learn the theoretical frameworks that enable these new technologies while gaining practical experience in how to apply these powerful techniques in your work. Computer Science

We are living in a contentious time in history. Fundamental disagreements on critical policy, economic, and political issues make it essential to learn how to compose an effectiveargument and to analyze the arguments of others. This ability will help you engage in civil discourse and make needed changes in society. Conveying a convincing message can benefit your personal, public, and professional lives.This course is an introduction to the theory and practice of rhetoric, the art of persuasive writing and speech. In it, you will learn to construct and defend compelling arguments, a crucial skill in many settings. We will be using selected speeches from prominent twentieth-century Americans -- including Martin Luther King Jr., John F. Kennedy, Margaret Chase Smith, Ronald Reagan, and more -- to explore and analyze rhetorical structure and style. Through this analysis, you will learn how speakers and writers persuade an audience to adopt their point of view.Built around Harvard Professor James Engell's on-campus course, "Elements of Rhetoric," this course will help you analyze and apply rhetorical structure and style, appreciate the relevance of persuasive communication in your own life, and understand how to persuade and recognize when someone is trying to persuade you. You will be inspired to share your viewpoint and discover the most powerful ways to convince others to champion your cause. Join us to find your voice! Humanities

Topics include database design, scalability, security, and user experience. Through hands-on projects, you'll learn to write and use APIs, create interactive UIs, and leverage cloud services like GitHub and Heroku. By course's end, you'll emerge with knowledge and experience in principles, languages, and tools that empower you to design and deploy applications on the Internet. Computer Science

Learn about contracts from Harvard Law Professor Charles Fried, one of the world's leading authorities on contract law. Contracts are promises that the law will enforce. But when will the law refuse to honor a promise? What happens when one party does not hold to their part of the deal? This version of the course adds new units on Interpretation, Agency, Partnerships, Corporations, and Government Regulation.We are exposed to contracts in all areas of our life -- agreeing to terms when downloading a new computer program, hiring a contractor to repair a leaking roof, and even ordering a meal at a restaurant. Knowing the principles of contracts is not just a skill needed by lawyers, it illuminates for everyone a crucial institution that we use all the time and generally take for granted.This contract law course, with new materials and updated case examples, is designed to introduce the range of issues that arise when entering and enforcing contracts. It will provide an introduction to what a contract is and also analyze the purpose and significance of contracts. Then, it will discuss the intent to create legal relations, legality and morality, and the distinction between gifts and bargains. The course also investigates common pitfalls: one-sided promises, mistake, fraud, and frustration. With the knowledge of what makes contracts and how they can go wrong, Professor Fried will discuss remedies and specific performance. Finally, Professor Fried will introduce how contracts can create rights for third parties.The course's instructor, Charles Fried, has been teaching at Harvard Law School for more than 50 years and has written extensively on contracts. Not only is Professor Fried a leading authority on contract law, but he also utilizes a story-telling approach to explaining the topic, which creates a unique and interesting class experience. Business & Management

Fundamentals of Neuroscience is a three-courseseries that explores the structure and function of the nervous system—from the inner workings of a single nerve cell to the staggering complexity of the brain and the social interactions they enable. In this first course, you'll learn how individual neurons use electricity to transmit information. You'll build a neuron, piece by piece, using interactive simulations, then travel around Harvard's campus, where you'll see the inner workings of a lab and learn how to conduct DIY neuroscience experiments on your own. Join us as we study the electrical properties in individual neurons, building a foundation for understanding the function of the entire nervous system. Biology & Life Sciences

Taught by lauded Harvard professor Michael Sandel, Justice explores critical analysis of classical and contemporary theories of justice, including discussion of present-day applications. Topics include affirmative action, income distribution, same-sex marriage, the role of markets, debates about rights (human rights and property rights), arguments for and against equality, dilemmas of loyalty in public and private life. The course invites learners to subject their own views on these controversies to critical examination.The principal readings for the course are texts by Aristotle, John Locke, Immanuel Kant, John Stuart Mill, and John Rawls. Other assigned readings include writings by contemporary philosophers, court cases, and articles about political controversies that raise philosophical questions. Humanities

Perhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data. Some of the most popular products that use machine learning include the handwriting readers implemented by the postal service, speech recognition, movie recommendation systems, and spam detectors. In this course,part ofourProfessional Certificate Program in Data Science, you will learn popular machine learning algorithms, principal component analysis, and regularization by building a movie recommendation system. You will learn about training data, and how to use a set of data to discover potentially predictive relationships. As you build the movie recommendation system, you will learn how to train algorithms using training data so you can predict the outcome for future datasets. You will also learn about overtraining and techniques to avoid it such as cross-validation. All of these skills are fundamental to machine learning. Data Analysis & Statistics

Across the world, children are at riskfrom violence, abuse, exploitation, and neglect. Conflict and natural disasters have forced millions to flee their homes and confront the dangers of migration and displacement. Commercial sexual exploitation and trafficking, child labor, and child marriage are problems in many countries. At-risk children and adolescents need their rights enforcedif we are to protect them from harm and to ensure that they develop to their full potential. Led by Jacqueline Bhabha, Research Director of the Harvard FXB Center for Health and Human Rights, this course will teach you the causes and consequences of child protection failures. You will consider the strategies, international laws, standards, and resources required to protect all children. You will be able to link legal frameworks and child-rights approaches to the work of policymakers, lawyers, health workers, educators, law enforcement, and social workers. Learners will come to understand how they can ensure the protection of children and apply child protection strategies to their own work. Join Harvard faculty, practitioners, and a global community of learners to master a child-centered systems approach to preventing and responding to violence, exploitation, and abuse against children. Social Sciences

IELTS is the world's most popular English language test for those wanting to study in higher education in an English-speaking country.This IELTS course will prepare you to take the IELTS Academic tests with confidence. You will have immediate access to over 80 hours of interactive practice materials covering each of the four skills: listening, speaking, reading and writing.This innovative preparation course has been designed and written by experienced English teaching professionals from The University of Queensland, an IELTS testing centre and one of the world's leading centres of learning. All of the course writers have extensive experience enabling students to reach their academic IELTS goal of entering a university where English is the primary language.Each section of this course includes engaging multi-media presentations reviewing key test-taking skills, strategies and techniques. These are accompanied by a wide variety of authentic IELTS-style exercises and interactive activities that provide focused practice of the skills, strategies and techniques that you need to perform at your best.In the new release of this IELTS preparation course, you will find a number of enhancements to an already-successful formula. The course appears with new videos and improvements to the explanation of answers as well as a number of new and engaging practice activities. Significantly, we have responded to requests from existing users to offer more comprehensive feedback on your writing using several new features.As the course is self-paced, you can complete all of the course units in sequence, or only select the areas you want to focus on to prepare for the IELTS Academic tests. In completing this course, you will feel fully prepared to complete the IELTS Academic tests.Students who select Verified enrolment in this course will have access to additional materials provided by the IELTSx course team. Communication

Architecture engages a culture’s deepest social values and expresses them in material, aesthetic form. This course will teach you how to understand architecture as both cultural expression and technical achievement. Vivid analyses of exemplary buildings, and hands-on exercises in drawing and modeling, will bring you closer to the work of architects and historians.The first part of the course introduces the idea of the architectural imagination. Perspective drawing and architectural typology are explored and you will be introduced to some of the challenges in writing architectural history.Then we address technology as a component of architecture. You will discover ways that innovative technology can enable and promote new aesthetic experiences, or disrupt age-old traditions. Technological advances changed what could be built, and even what could even be thought of as architecture.Finally, we'll confront architecture’s complex relationship to its social and historical contexts and its audiences, achievements, and aspirations. You will learn about architecture’s power of representation and see how it can produce collective meaning and memory.Architecture is one of the most complexly negotiated and globally recognized cultural practices, both as an academic subject and a professional career. Its production involves all of the technical, aesthetic, political, and economic issues at play within a given society. Join us as we examine how architecture engages, mediates, and expresses a culture’s complex aspirations.This course is eligible for American Institute of Architects (AIA) continuing education units (CEUs). Enroll in the course to learn more about options for earning credit. Architecture

This test preparation course, developed by the experts who create, administer and score the TOEFL test, will help English language learners improve their skills.The TOEFL test is the world’s most trusted and widely accepted English-language assessment. It has helped millions of people achieve their dreams to study, work or live abroad. More than 11,000 institutions of higher education, government agencies and organizations worldwide accept TOEFL scores for making important decisions.This course will help you understand what you can do to achieve your best TOEFL test score. Instructors will guide you through each section (Reading, Listening, Speaking and Writing) and, using archived past test questions, will explain the kinds of questions you can expect. You will receive valuable advice, including how to register for the test, how it is scored and how to prepare for test day.This course is highly interactive, using videos, sample questions with explanations, short quizzes and collaborative discussion boards. You will also have access to real test materials from past tests. During the weeks covering Speaking and Writing, all course participants can receive scores for their practice-test responses.In addition, there will be free resources and discounted test prep offers throughout the course. Finally, you will receive valuable insider tips to help you do your best on the TOEFL test so you can apply to the university or job of your dreams.Who takes the TOEFL test? More than 30 million people from all over the world have taken the TOEFL test to demonstrate their English-language proficiency.In response to the global pandemic, ETS is temporarily offering the TOEFL iBT Special Home Edition to meet the needs of students who are unable to take the TOEFL iBT test at a test center. The Special Home Edition is the same TOEFL iBT test -- identical in content, format, scoring and on-screen experience -- just taken from home on your own computer and monitored by a human proctor online. This course will help you prepare for the TOEFL iBT test, regardless of where you take it. Communication

Principles of Biochemistry integrates an introduction to the structure of macromolecules and a biochemical approach to cellular function. Topics addressing protein function will include enzyme kinetics, the characterization of major metabolic pathways and their interconnection into tightly regulated networks, and the manipulation of enzymes and pathways with mutations or drugs. An exploration of simple cells (red blood cells) to more complex tissues (muscle and liver) will be used as a framework to discuss the progression in metabolic complexity. Learners will also develop problem solving and analytical skills that are more generally applicable to the life sciences. Medicine

This course bridges the gap between Beginner and advanced courses in Python. While there are many excellent Beginner Python courses available, most typically do not go deep enough for you to apply your Python skills to research projects. In this course, after first reviewing the basics of Python 3, we learn about tools commonly used in research settings. This version of the course includes a new module on statistical learning.Using a combination of a guided introduction and more independent in-depth exploration, you will get to practice your new Python skills with various case studies chosen for their scientific breadth and their coverage of different Python features. Computer Science

Ever wondered about the sacred scriptures that have sustained for millennia one of the oldest and most diverse religions of the world - Hinduism? Want to discover the lessons this history may offer mankind in the 21st century?This religion course introduces the rich and diverse textual sources from which millions of Hindus have drawn religious inspiration for millennia. The Bhagavad Gita has offered philosophical insights to a number of modern thinkers. This course will introduce important passages from important Hindu sacred texts, their interpretations by moderns and will give you an opportunity to engage with them. Humanities

This 7-week Spanish language course is aimed at students who would like to learn conversational Spanish starting with Spanish basics. The course introduces everyday language and includes activities to practice all four language skills: reading comprehension, writing, listening comprehension and speaking.This course will introduce you to the A1 proficiency level as described in the Common European Framework of Reference for Languages (CEFRL, Council of Europe 2001). After completing this course, you will be prepared to introduce yourself, ask basic questions, and conduct a brief conversation in Spanish.This course uses reference materials, cultural notes, grammar explanations, functions of language, etc. Students will be able to monitor their progress by taking a number of performance tests and a final achievement test. Communication

Our world's climate is changing. Of the top twenty hottest years ever recorded, sixteen have occurred in the last two decades. This warming has already had a profound effect. Many feel powerless in the face of this challenge, but you can make a difference. By looking at air quality, nutrition, infectious diseases, and human migration, this course will show you how increases in greenhouse gases impact public health. Experts working in a variety of settings will present their recommendations for responding to these challenges, and interested students will have the opportunity to learn about the research methods that measure the health effects of climate change. Created with support from the Harvard Global Health Institute, this course will explain how climate change impacts people around the globe, but also how it directly affects you and your life. Though your riskrises with the rising global temperatures, climate change is a solvable problem, and there are things you can do to mitigate that risk. This course is not an elegy for the planet, but a call to action. Enroll now to learn what you can do to reduce the harm caused by global warming. Environmental Studies

This course teaches the R programming language in the context of statistical data and statistical analysis in the life sciences.We will learn the basics of statistical inference in order to understand and compute p-values and confidence intervals, all while analyzing data with R code. We provide R programming examples in a way that will help make the connection between concepts and implementation. Problem sets requiring R programming will be used to test understanding and ability to implement basic data analyses. We will use visualization techniques to explore new data sets and determine the most appropriate approach. We will describe robust statistical techniques as alternatives when data do not fit assumptions required by the standard approaches. By using R scripts to analyze data, you will learn the basics of conducting reproducible research.Given the diversity in educational background of our students we have divided the course materials into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. We start with simple calculations and descriptive statistics. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818. Data Analysis & Statistics

During each module of this course, chefs reveal the secrets behind some of their most famous culinary creations — often right in their own restaurants. Inspired by such cooking mastery, the Harvard team will then explain the science behind the recipe.Topics will include:You will also have the opportunity to become an experimental scientist in your very own laboratory — your kitchen. By following along with the engaging recipe of the week, taking precise measurements, and making skillful observations, you will learn to think like both a cook and a scientist. The lab is certainly one of the most unique components of this course — after all, in what other science course can you eat your experiments? Chemistry

Where is Giza? How were the Pyramids built? How did the cemeteries and hundreds of decorated tombs around them develop? What was Giza’s contribution to this first great age of ancient Egyptian civilization, the Old Kingdom? The Giza Plateau and its cemeteries — including the majestic Pyramids and the Great Sphinx — are stirring examples of ancient Egyptian architecture and culture. They provide windows into ancient Egyptian society, but also contain mysteries waiting to be solved. The Egyptian Pyramids at Giza provide an opportunity to explore the history of archaeology and to learn about some of the modern methods shaping the discipline today. This Beginner course will explore the art, archaeology, and history surrounding the Giza Pyramids. We will learn about Egyptian pharaohs and high officials of the Pyramid Age, follow in the footsteps of the great 20th-century expeditions, and discover how cutting-edge digital tools like 3D-modeling are reshaping the discipline of Egyptology. Join us on this online journey to ancient Egypt’s most famous archaeological site as we uncover the history and significance of Giza, and use new digital techniques to unravel the mysteries of its ancient tombs and temples. Art & Culture

Humans have always sought to know their own future, be it the destiny of an empire or an individual's fate. Across cultures and history, we find people trying to find their place in the Universe by attempting to gaze into the future.Join us for this one-week, immersive learning experience as we explore “pre-scientific” prediction systems ranging from ancient Chinese bone burning to the Oracle of Delphi to modern astrology and tarot, with practitioners and Harvard faculty leading the journey. We will examine the details of over a dozen prediction systems as well as theoretical frameworks connecting them.This module is a part of PredictionX, which examines our efforts to predict the future over all of recorded history. PredictionX courses will cover topics from omens and oracles in ancient civilizations, which this course discusses, to the evolution of the general approach to science most take today (which includes the course John Snow and the Cholera Outbreak of 1854) as well as modern computer simulations and the role they play in predicting our futures today. Social Sciences

Like no other event in recent history, the 2014 Ebola outbreak has made clear the fragility of existing health systems. While responding to the current epidemic is critical, we also have an opportunity to learn lessons to prevent the next global health catastrophe, forge partnerships across borders and disciplines, and demonstrate our commitment to value all human lives.This four-week course provides the context in which to understand the Ebola outbreak -- why now, and why did so many people suffer and die? The course lays out the global governance structure -- what was the global response supposed to look like, and where did it fail? The course will feature practitioners, experts, and scholars who will focus on cultivating a better understanding of the Ebola epidemic and implications for future health systems to ensure that the world is more effective in preventing the next pandemic. Social Sciences

Improving access to healthcare is only as useful as the quality of care provided. Many agree that quality is important – but what is it? How do we define it? How do we measure it? And most importantly, how might we make it better? The course is designed for those who care about health and healthcare and wish to learn more about how to measure and improve that care – for themselves, for their institutions, or for their countries. Each session will be interactive and provide concrete tools that students can use. We will empower you to raise questions, propose concrete solutions, and promote change. We have assembled leading thinkers from around the globe – not only people who are experts – but people with real, hands-on experience running organizations, hospitals, and ministries of health. So join us – whether you are a physician, nurse, or other healthcare provider, if you are a student of medicine, public health, or health policy, or a patient who simply cares about getting good care – this course is for you. Social Sciences

As part of our Professional Certificate Program in Data Science, this course covers the basics of data visualization and exploratory data analysis. We will use three motivating examples and ggplot2, a data visualization package for the statistical programming language R. We will start with simple datasets and then graduate to case studies about world health, economics, and infectious disease trends in the United States. We'll also be looking at how mistakes, biases, systematic errors, and other unexpected problems often lead to data that should be handled with care. The fact that it can be difficult or impossible to notice a mistake within a dataset makes data visualization particularly important. The growing availability of informative datasets and software tools has led to increased reliance on data visualizations across many areas. Data visualization provides a powerful way to communicate data-driven findings, motivate analyses, and detect flaws. This course will give you the skills you need to leverage data to reveal valuable insights and advance your career. Data Analysis & Statistics

Christianity is a global religion. From modest beginnings 2,000 years ago, it has grown to encompass nearly a third of the human population. Diverse in languages, cultures, histories and creeds, Christians nonetheless share a common collection of sacred scripture called the Bible.This religion course introduces you to the Bible and its scripture and asks the questions:You will begin to explore these questions and others while learning about the content and interpretations of these sacred texts. Humanities

College Writing 2.1x is an introduction to academic writing for English Language Learners, focusing on essay development, grammatical correctness, and self-editing. The five-week course includes a review of basic grammar terminology and understanding; writing effective sentences and paragraphs; introductions and conclusions; strategies for writing longer texts; and thesis statements. The course materials will be offered via readings and videos. An optional course workbook, in ebook form, may be used for additional writing work. Students will participate in online discussions as well as peer review. Students will complete an essay for this part of the course.In partnership with the U.S. Department of StateUC Berkeley is partnering with the U.S. Department of State to extend the reach of College Writing 2X. Participating U.S. Embassies will host in-person, facilitated discussions sessions around the course content in order to maximize the learning experience. The State Department-supported EducationUSA network will also offer facilitated discussions in some locations for students interested in pursuing higher education in the United States. This partnership is part of the English Education Alliance (E2A), a global effort of the U.S. Department of State to address the global demand for 21st century English language skills. Humanities

Humanity faces an immense challenge: providing abundant energy to everyone without wrecking the planet. If we want a high-energy future while protecting the natural world for our children, we must consider the environmental consequences of energy production and use. But money matters too: energy solutions that ignore economic costs are not realistic, particularly in a world where billions of people currently can’t afford access to basic energy services. How can we proceed? Energy Within Environmental Constraints won’t give you the answer. Instead, we will teach you how to ask the right questions and estimate the consequences of different choices. This course isrich in details of real devices and light on theory. You won’t find any electrodynamics here, but you will find enough about modern commercial solar panels to estimate if they would be profitable to install in a given location. We emphasizes costs: the cascade of capital and operating costs from energy extraction all the way through end uses. We also emphasize quantitative comparisons and tradeoffs: how much more expensive is electricity from solar panels than from coal plants, and how much pollution does it prevent? Is solar power as cost-effective an environmental investment as nuclear power or energy efficiency? And how do we include considerations other than cost? This course is intended for a diverse audience. Whether you are a student, an activist, a policymaker, a business owner, or a concerned citizen, this course will help you start to think carefully about our current energy system and how we can improve its environmental performance. Photo credits: Solar Farm CC-BY Michael Mees on flickrSmokestack CC-BY Patrick on flickr Environmental Studies

Probability and statistics help to bring logic to a world replete with randomness and uncertainty. This course will give you tools needed to understand data, science, philosophy, engineering, economics, and finance. You will learn not only how to solve challenging technical problems, but also how you can apply those solutions in everyday life. With examples ranging from medical testing to sports prediction, you will gain a strong foundation for the study of statistical inference, stochastic processes, randomized algorithms, and other subjects where probability is needed. Data Analysis & Statistics

Musculoskeletal AnatomyX invites students to join medical and basic science faculty at Harvard Medical School (HMS) to learn about musculoskeletal injuries commonly seen in clinical practice. For each case, students visit the HMS Clinical Skills Center to observe the initial patient encounter and physical examination by an orthopedic surgeon. Following the patient encounter, students complete the interactive gross anatomy, histology and radiology learning sessions essential for understanding the case. The anatomy learning sessions include observing actual dissections in the Harvard Medical School anatomy laboratories revealing and explaining the human anatomy relevant for each clinical case.After completing the case learning sessions, students review pertinent radiology images, commit to a tentative diagnosis from a list of differential diagnoses, and accompany the patient to a virtual operating room to observe the surgical treatment. In the virtual operating room, students observe narrated videos of actual surgical procedures.Clinical content for each case is developed in close collaboration with leading orthopedic surgeons and radiologists at Brigham and Women’s Hospital.This course will take you inside the anatomy laboratories where students entering medicine, dental medicine, and other health professions study anatomy by performing anatomical dissections. Content includes videos, photographs, and other content, including anatomical images and videos showing cadaver dissection, that some people may find offensive, disturbing or inappropriate. Medicine

Statistical inference and modeling are indispensable for analyzing data affected by chance, and thus essential for data scientists. In this course, you will learn these key concepts through a motivating case study on election forecasting. This course will show you how inference and modeling can be applied to develop the statistical approaches that make polls an effective tool and we'll show you how to do this using R. You will learn concepts necessary to define estimates and margins of errors and learn how you can use these to make predictions relatively well and also provide an estimate of the precision of your forecast. Once you learn this you will be able to understand two concepts that are ubiquitous in data science: confidence intervals, and p-values. Then, to understand statements about the probability of a candidate winning, you will learn about Bayesian modeling. Finally, at the end of the course, we will put it all together to recreate a simplified version of an election forecast model and apply it to the 2016 election. Data Analysis & Statistics

Despite medical and technological advances, half of the world’s population lacks access to essential health services, and over 8.9 million preventable deaths occur every year. There is an acute global shortage of health workers, a gap that will grow to 18 million by 2030. Studies show that training high-performing community health workers can help close these gaps and save more than 3 million lives annually. In the past few decades, many community health worker programs across the world have demonstrated their ability to save lives — including in the hardest-to-reach areas. Yet despite this progress, lessons on how to successfully scale these programs as part of national primary health systems are not widely shared. This course introduces learners to the core concepts of community health worker programs, and explores what is needed to build and strengthen large-scale programs in order to improve access to high-quality health services. The curriculum highlights the key components of designing community health systems, addresses common management challenges, and showcases lessons learned from a range of contributors — from community-level practitioners to government leaders and other global health experts. Through case studies of exemplar countries (including Ethiopia, Bangladesh, and Liberia), participants will learn from leaders across the globe how to advocate for, build, and optimize community health worker programs. This course was created by health systems leaders for health systems leaders. Whether you work in a Ministry of Health, lead or support a community health worker program, mobilize resources and advocate for increased investment in community health, or you are simply interested in knowing what it takes to deliver quality care through community health worker programs, learners will have the opportunity to advance their knowledge and skills to implement critical change. This course can be taken individually, but learners are also encouraged to convene their colleagues from within or across organizations to share insights and further enhance the learning experience. Health & Safety

Whether you are new to the study of Buddhism or have been studying it or practicing it for years, this course will provide you with the opportunity to become acquainted with a variety of Buddhist teachings while guiding you to think about them, and yourself, in new ways.Through a combination of carefully selected readings, both scriptural and informational, as well as exposure to various forms of Buddhist practice such as art, devotional acts, and literary works, you will learn how to interpret, reflect upon, and apply the teachings of the Buddha to your own life and deepen your understanding of Buddhism. Humanities

Develop a good working knowledge of Linux using both the graphical interface and command line, covering the major Linux distribution families.Linux powers 100% of the world’s supercomputers, most of the servers powering the Internet, the majority of financial trades worldwide and over two billion Android devices. In short, Linux is everywhere. It appears in many different architectures, from mainframes to server to desktop to mobile and on a staggeringly wide variety of hardware.Moreover, 80 percent of hiring managers reported that they will prioritize hiring Linux talent relative to other skills areas, and 47 percent of hiring managers say they’re more likely to hire a candidate with Linux certification.This course explores the various tools and techniques commonly used by Linux system administrators and end users to achieve their day-to-day work in a Linux environment. It is designed for experienced computer users who have limited or no previous exposure to Linux, whether they are working in an individual or Enterprise environment.Upon completion of this training you should have a good working knowledge of Linux, from both a graphical and command line perspective, allowing you to easily navigate through any of the major Linux distributions. You will be able to continue your progress as either a user, system administrator or developer using the acquired skill set.Join the 1,000,000+ learners who are already enrolled in this course and start your Linux journey. Computer Science

Bioethics provides an overview of the legal, medical, and ethical questions around reproduction and human genetics and how to apply legal reasoning to these questions.This law course includes interviews with individuals who have used surrogacy and sperm donation, with medical professionals who are experts in current reproductive technologies like In Vitro Fertilization and Preimplantation Genetic Diagnosis, and bioethicists and journalists who study the ownership and use of genetic information within human tissue. Additional Harvard colleagues will also share with you their thoughts on topics such as disability law as it relates to reproductive technology.While the law and ethics surrounding these technologies are a central component to this course, we also show you examples of the deeply personal and human side of these issues. Throughout the course, and with the help of law students, we will discuss leading legal cases in this field, which will illuminate the types of questions the law has struggled with – stretching and evolving over time. From the famous Baby M surrogacy case, to cases on the paternity of sperm donors, to a case related to the ownership of human tissue turned into a commercial product, and others. We will show you the ethical, legal, and rhetorical underpinnings, which have served as the basis for various court decisions over the past 20 or 30 years. We will also explore potential future technologies and their implications for society: genetic enhancements to increase our intelligence, let us live a hundred years longer, or make us immune to diseases – and the possibility of creating animal-human hybrids, for example a mouse with a humanized brain.The content within this course is intended to be instructive, and show how legal reasoning has been applied, or could be applied, to questions related to parenthood, reproduction, and other issues surrounding human genetic material. The material organized within this course should be considered an authoritative overview, but is not intended to serve as medical or legal advice. Medicine

How do we read Shakespeare? Do his plays belong to the past, or the present? To a famed dramatic genius or to readers and audiences around the globe? What do his plays really mean? Moving between the world in which Shakespeare lived and the present day, this course will introduce different kinds of literary analysis that you can use when reading Shakespeare. With short videos filmed on location in England and readings covering topics like Shakespeare's contemporaries and the politics of modern performance, you will learn a range of critical tool that you can use to unlock the meaning and relevance of Shakespeare’s plays. Join us as we visit Stratford-upon-Avon, where Shakespeare was born in 1564; London, the lively city where he began as an actor; and the Globe Theater, where his first plays were performed. This journey through Shakespeare’s life will transport you to another era and will give you a new perspective on his timeless work. Humanities

This business course helps you to read and understand financial statements to evaluate how business performance is affected by four fundamental drivers of profitability viz., asset management, cost management, leverage management and tax management. It will also help you to identify areas for improvement.The second part of this finance course deals with managing costs. You will learn how to prepare cost sheets, budget and make cost-based decisions.The third part of the course provides an overview of financial markets to raise capital of different types. You will develop the ability to prepare and evaluate finances for your business plan and manage working capital.The overall objective of the course is to build financial acumen to make you a successful entrepreneur or manager. Business & Management

This course starts from the beginning, covering the basics of how a computer interprets lines of code; how to write programs, evaluate their output, and revise the code itself; how to work with variables and their changing values; and how to use mathematical, boolean, and relational operators. By the end of this course, you'll be able to write small programs in Python that use variables, mathematical operators, and logical operators. For example, you could write programs that carry out complex mathematical operations, like calculating the interest rate necessary to reach a savings goal, recommending apparel options based on weather patterns, or calculating a grade based on multiple percentages. Structurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered. Computer Science

Curious about entrepreneurship, but not sure where to start? Becoming an Entrepreneur is designed in partnership with MIT to guide people of all ages and backgrounds through the process of founding a company. With enrollment in the hundreds of thousands, this course is as engaging and accessible as it is informative.Becoming an Entrepreneur will provide you with inspiration to explore an entrepreneurial path and tools to overcome the initial challenges of building a business.From developing new business ideas and doing market research to designing and testing your offering and pitching, this course follows LaunchX’s successful approach to entrepreneurship that leverages MIT’s Disciplined Entrepreneurship, lean methodologies, and design thinking. There will be a combination of short videos and activities that will challenge you to get you away from your computer screen and into the community to make a real impact.No previous business or entrepreneurship experience needed. Join us to embark on your entrepreneurial journey. Business & Management

In this course, we will explore a series of contemporary conflicts in different regions of the world with a special focus on identifying and analyzing the diverse and complex roles that religions play in both promoting and mitigating violence in each context. Students will learn a method for recognizing and analyzing how religious ideologies are embedded in all arenas of human agency and not isolated from political, economic, and cultural life as is often assumed. In addition to examining the conflicts themselves, we will also explore the religious dimensions of the impacts those conflicts have on civic life in areas such as public health, education, and commerce by addressing a series of questions. Possible countries of focus include Brazil, Egypt, France, Israel/Palestine, Myanmar, Nigeria, Qatar, the Philippines, Somalia, Syria, Turkey, and the United States. Final projects will be individually shaped based on interest and (where relevant) professional focus. The course is open to all and especially relevant for aspiring or professional educators, journalists, public health workers, foreign service officers and government officials who wish to better understand how religions function in contemporary world affairs. This course follows the popular World Religions Through Their Scriptures XSeries, which explores the foundations of Buddhism, Christianity, Hinduism, Islam, and Judaism. Humanities

Have you ever wondered about how museum, library, and other kinds of historical or scientific collections all come together? Or how and why curators, historians, archivists, and preservationists do what they do?In Tangible Things , you will discover how material objects have shaped academic disciplines and reinforced or challenged boundaries between people. This course will draw on some of the most fascinating items housed at Harvard University, highlighting several to give you a sense of the power of learning through tangible things.By “stepping onto” the storied campus, you and your fellow learners can explore Harvard’s astonishing array of tangible things—books and manuscripts, art works, scientific specimens, ethnographic artifacts, and historical relics of all sorts. The University not only owns a Gutenberg bible, but it also houses in its collections Turkish sun dials, a Chinese crystal ball, a divination basket from Angola, and nineteenth-century “spirit writing” chalked on a child-sized slate. Tucked away in storage cabinets or hidden in closets and the backrooms of its museums and libraries are Henry David Thoreau’s pencil, a life mask of Abraham Lincoln, and chemicals captured from a Confederate ship. The Art Museums not only care for masterpieces of Renaissance painting but also for a silver-encrusted cup made from a coconut. The Natural History Museum not only preserves dinosaur bones and a fish robot but an intact Mexican tortilla more than a century old.In the first section of the course, we will consider how a statue, a fish, and a gingham gown have contributed to Harvard’s history, and you will learn the value of stopping to look at the things around you.In the next section, we will explore some of the ways people have brought things together into purposeful collections to preserve memory, promote commerce, and define culture.Finally, we will consider methods of rearranging objects to create new ways of thinking about nature, time, and ordinary work.Along the way, you will discover new ways of looking at, organizing, and interpreting tangible things in your own environment.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Humanities

College Writing 2.2x providesan introduction to academic and business writing for English Language Learners. In this course, students focus on understanding the demands of different styles of writing, andwork to improve grammatical correctness, vocabulary development, and revision and editing skills. The five-week course includes material on vocabulary, tone, diction, and editing, all in the areas of academic and business writing. Students will have the opportunity to write on a number of different topics and ideas, always centered on areas of interest to them. The course materials are offered through readings and videos. Assignments include short writing assignments, quizzes, journal entries, and longer essays. Communication

To become an expert data scientist you need practice and experience. By completing this capstone project you will get an opportunity to apply the knowledge and skills in R data analysis that you have gained throughout the series. This final project will test your skills in data visualization, probability, inference and modeling, data wrangling, data organization, regression, and machine learning. Unlike the rest of ourProfessional Certificate Program in Data Science, in this course, you will receive much less guidance from the instructors. When you complete the project you will have a data product to show off to potential employers or educational programs, a strong indicator of your expertise in the field of data science. Data Analysis & Statistics

This is a self-paced course that provides an Introduction to Computing and Programming. The course will address the following topics, using the Python programming language:By the end of this course students should be able to:  Computer Science

Neurons in isolation are fascinating and complicated, but the real magic of neuroscience happens in the interaction between neurons. In this course, we examine how neurons pass signals to one another and how complex dynamics can result from just a few neurons arranged in relatively simple circuits. Continue your journey through our Fundamentals of Neuroscience series with animations that explore the richness and complexity of the brain, documentaries about working labs around Cambridge. Join us as we use virtual labs that simulate neuron circuitry as we investigate the collective behavior of neurons and learn how the brain modulates the signals in those networks. Biology & Life Sciences

We all negotiate on a daily basis. On a personal level, we negotiate with friends, family, landlords, car sellers and employers, among others. Negotiation is also the key to business success. No business can survive without profitable contracts. Within a company, negotiation skills can lead to your career advancement.I hope that you will join the hundreds of thousands of learners who have made “Successful Negotiation” one of the most popular and highly-rated MOOCs worldwide. In the course, you’ll learn about and practice the four steps to a successful negotiation:(1) Prepare: Plan Your Negotiation Strategy(2) Negotiate: Use Key Tactics for Success(3) Close: Create a Contract(4) Perform and Evaluate: The End GameTo successfully complete this course and improve your ability to negotiate, you’ll need to do the following:(1) Watch the short videos (ranging from 5 to 20 minutes). The videos are interactive and they include questions to test your understanding of negotiation strategy and skills. You can speed up or slow down videos to match your preferred pace for listening. Depending on your schedule, you can watch the videos over a few weeks or you can binge watch them. A learner who binge-watched the course concluded that “It’s as good as Breaking Bad.” Another learner compared the course to “House of Cards.” Both shows contain interesting examples of complex negotiations!(2) Test your negotiation skills by completing the negotiation in Module 6. You can negotiate with a local friend or use Discussions to find a partner from another part of the world. Your negotiation partner will give you feedback on your negotiation skills. To assist you with your negotiations, I have developed several free negotiating planning tools that are related to the course. These tools and a free app are available at http://negotiationplanner.com/(3) Take the final exam. To successfully complete the course, you must answer 80% of the questions correctly. The exam is a Mastery Exam, which means that you can take it as many times as you want until you master the material.Course CertificateYou have the option of earning a Course Certificate. A Certificate provides formal recognition of your achievements in the course.Subtitles for the videos are available in English, Ukrainian, Chinese (Simplified), Portuguese (Brazilian), SpanishCreated by: University of MichiganIn the course, you’ll learn about and practice the four steps to a successful negotiation: (1) Prepare: Plan Your Negotiation Strategy (2) Negotiate: Use Key Tactics for Success (3) Close: Create a Contract (4) Perform and Evaluate: The End Game Business & Management

Linear regression is commonly used to quantify the relationship between two or more variables. It is also used to adjust for confounding. This course, part ofourProfessional Certificate Program in Data Science, covers how to implement linear regression and adjust for confounding in practice using R. In data science applications, it is very common to be interested in the relationship between two or more variables. The motivating case study we examine in this course relates to the data-driven approach used to construct baseball teams described in Moneyball. We will try to determine which measured outcomes best predict baseball runs by using linear regression. We will also examine confounding, where extraneous variables affect the relationship between two or more other variables, leading to spurious associations. Linear regression is a powerful technique for removing confounders, but it is not a magical process. It is essential to understand when it is appropriate to use, and this course will teach you when to apply this technique. Data Analysis & Statistics

This course is part of W3C's "Front-End Web Developer" Professional Certificate.Learn the basics of Web design and style to give your Web sites a professional look and feel. The Microsoft team and experts from the World Wide Web Consortium (W3C) will guide you step-by-step in how to use the latest Web standards to create a site to be proud of.During the course, you will learn the basic building blocks of Web design and style – HTML5 and CSS – to give your site a professional look and feel.By the end of the course, you should understand all the fundamental elements – from headers and links to images and sidebars – and leave having built a basic framework for your own Web site.This course has been initially developed by Dale A. Schouten, Anusha Muthiah and Christopher Perkins, as part of a partnership between W3C and Intel®. Computer Science

A typical data analysis project may involve several parts, each including several data files and different scripts with code. Keeping all this organized can be challenging. Part of our Professional Certificate Program in Data Science, this course explains how to use Unix/Linux as a tool for managing files and directories on your computer and how to keep the file system organized. You will be introduced to the version control systems git, a powerful tool for keeping track of changes in your scripts and reports. We also introduce you to GitHub and demonstrate how you can use this service to keep your work in a repository that facilitates collaborations. Finally, you will learn to write reports in R markdown which permits you to incorporate text and code into a document. We'll put it all together using the powerful integrated desktop environment RStudio. Data Analysis & Statistics

In this course, you will gain an understanding of time-honored financial concepts and rules, and how these can be applied to value firms, bonds, and stocks.We will cover the time value of money, cost of capital and capital budgeting. You will be using Excel for many process including valuing bonds and stocks, computing NPV and finding IRR.An Beginner finance course that is required for all first-year MBA students at Columbia Business School, the course is taught by a world-class instructor, actively training the next generation of market leaders on Wall Street.Participants from all backgrounds will be prepared to participate on the ever-evolving financial playing field. Business & Management

CS101 is a self-paced course that teaches the essential ideas of Computer Science for a zero-prior-experience audience. Computers can appear very complicated, but in reality, computers work within just a few, simple patterns. CS101 demystifies and brings those patterns to life, which is useful for anyone using computers today.In CS101, participants play and experiment with short bits of "computer code" to bring to life to the power and limitations of computers. Everything works within the browser, so there is no extra software to download or install. CS101 also provides a general background on computers today: what is a computer, what is hardware, what is software, what is the internet. Anyone who has the ability to use a web browser may be successful in this course. No previous computer science experience is required. Computer Science

In this course, part of our Professional Certificate Program in Data Science,we cover several standard steps of the data wrangling process like importing data into R, tidying data, string processing, HTML parsing, working with dates and times, and text mining. Rarely are all these wrangling steps necessary in a single analysis, but a data scientist will likely face them all at some point. Very rarely is data easily accessible in a data science project. It's more likely for the data to be in a file, a database, or extracted from documents such as web pages, tweets, or PDFs. In these cases, the first step is to import the data into R and tidy the data, using the tidyverse package. The steps that convert data from its raw form to the tidy form is called data wrangling. This process is a critical step for any data scientist. Knowing how to wrangle and clean data will enable you to make critical insights that would otherwise be hidden. Data Analysis & Statistics

In this hands-on course, you'll learn how to perform engineering simulations using a powerful tool from ANSYS, Inc. This is a problem-based course where you'll learn by doing. The focus will be on understanding what's under the blackbox so as to move beyond garbage-in, garbage-out. You'll practice using a common solution approach to problems involving different physics: structural mechanics, fluid dynamics and heat transfer.We'll solve textbook examples to understand the fundamental principles of finite-element analysis and computational fluid dynamics. Then we'll apply these principles to simulate real-world examples in the tool including a bolted rocket assembly and a wind turbine rotor.We'll discuss current industry practices with a SpaceX engineer. By working through examples in a leading simulation tool that professionals use, you'll learn to move beyond button pushing and start thinking like an expert.This course teaches fundamental concepts and tool use in an integrated fashion using the power of online learning. All learners will have access to a free download of ANSYS Student.Join us to discover why simulations have changed how engineering is done and how you can be a part of this revolution. Engineering

In this course, you will learn what AI is and understand its applications and use cases and how it is transforming our lives. You will explore basic AI concepts including machine learning, deep learning, and neural networks as well as use cases and applications of AI. You will be exposed to concerns surrounding AI, including ethics, bias, jobs and the impacts on society.You will take a glimpse of the future with AI, get advice for starting an AI related career, and wrap up the course by demonstrating AI in action with a mini project.This AI for Everyone course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone whether you have a technical background or not. Computer Science

This course systematically explores the effectiveness of the law and justice system from a psychological perspective. By experiencing a fictional case first hand, you will learn about the psychology of law and some of the misconceptions commonly held about criminal justice. Humanities

About this courseThis Machine Learning with Python course dives into the basics of machine learning using Python, an approachable and well-known programming language. You'll learn about supervised vs. unsupervised learning, look into how statistical modeling relates to machine learning, and do a comparison of each. We'll explore many popular algorithms including Classification, Regression, Clustering, and Dimensional Reduction and popular models such as Train/Test Split, Root Mean Squared Error (RMSE), and Random Forests. Along the way, you’ll look at real-life examples of machine learning and see how it affects society in ways you may not have guessed!Most importantly, you will transform your theoretical knowledge into practical skill using hands-on labs. Get ready to do more learning than your machine!We'll explore many popular algorithms including Classification, Regression, Clustering, and Dimensional Reduction and popular models such asTrain/Test Split, Root Mean Squared Error and Random Forests.Mostimportantly, you will transform your theoretical knowledge into practical skill using hands-on labs. Get ready to do more learning than your machine! Data Analysis & Statistics

LEARN TO ANALYZE DATA WITH PYTHONLearn how to analyze data using Python in this Beginner course. You will go from understanding the basics of Python to exploring many different types of data through lecture, hands-on labs, and assignments. You will learn how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from data, and more!You will learn how to: __It includes following parts:Data Analysis libraries: will learn to use Pandas DataFrames, Numpy multi-dimentional arrays, and SciPy libraries to work with a various datasets. We will introduce you to pandas, an open-source library, and we will use it to load, manipulate, analyze, and visualize cool datasets. Then we will introduce you to another open-source library, scikit-learn, and we will use some of its machine learning algorithms to build smart models and make cool predictions. Data Analysis & Statistics

The world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Probabilistic modeling and the related field of statistical inference are the keys to analyzing data and making scientifically sound predictions.Probabilistic models use the language of mathematics. But instead of relying on the traditional "theorem-proof" format, we develop the material in an intuitive -- but still rigorous and mathematically-precise -- manner. Furthermore, while the applications are multiple and evident, we emphasize the basic concepts and methodologies that are universally applicable.The course covers all of the basic probability concepts, including:The contents of this courseare heavily based upon the corresponding MIT class -- Introduction to Probability -- a course that has been offered and continuously refined over more than 50 years. It is a challenging class but will enable you to apply the tools of probability theory to real-world applications or to your research.This course is part of theMITx MicroMasters Program in Statistics and Data Science. Master the skills needed to be an informed and effective practitioner of data science. You will complete this course and three others from MITx, at a similar pace and level of rigor as an on-campus course at MIT, and then take a virtually-proctored exam to earn your MicroMasters, an academic credential that will demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master's at other universities. To learn more about this program, please visit https://micromasters.mit.edu/ds/. Data Analysis & Statistics

The human brain is a fantastically complex system, capable of transforming a torrent of incoming information into thought and action. In this course, we will look at how the various subsystems of the brain work together to enable us to survive and thrive in a changing world. Each lesson will challenge you with interactive segments, animations, and documentaries that explore the richness and complexity of the brain. Our forums will provide you with a place to meet other students around the world, and you can learn from each other through a series of discussion questions. Do you want to learn about how brains perceive the world? Join us as we explore sensation, perception and the physiology of functional regions of the brain. Biology & Life Sciences

Sikhi, commonly known as Sikhism, is a monotheistic religious tradition that was founded byGuru Nanak in late fifteenth-century Panjab in South Asia. Today, Sikhi’s approximately twenty-five to thirty million adherents can be found all over the globe, making it one of the six major religions of the world. Sikhi encompasses a number of religious, social, economic and politicalinstitutions, most of which were established and nurtured by Guru Nanak and his ninesuccessors, known as Sikh Gurus. For over five hundred years, Sikhs in the Panjab and all over the world have engaged with their scripture, the Guru Granth Sahib, through the devotional practices of exegesis, singing,recitation, memorization and calligraphy. This course examines the Sikh scripture from a doctrinal and historical perspective by providingan overview of Sikh teachings as well as the historical context within which the scripture evolvedand became canonized. It also examines the musical and aesthetic dimensions of the Sikhscripture, as well as ways in which the voluminous text has provided Sikhs with a social, ethical,spiritual and political message to help them respond to and shape the world around them. Humanities

This course is the second in a series of four English language MOOCs designed for students with an intermediate level of English looking to reach a higher intermediate level. The course is comprised of video lessons, reading comprehension activities, grammar explanations and exercises, listening comprehension activities and speaking practice. The course covers interesting topics such as the Olympic Games, natural resources, extreme sports, health issues, films, pollution or pets. This course also includes preparatory materials and recommendations to take the Cambridge University First Certificate in English Examination (FCE). Language

The study of religion is the study of a rich and fascinating dimension of human experience that includes but goes well beyond beliefs and ritual practices. In this religion course, learners explore case studies about how religions are internally diverse, how they evolve and change through time, and how religions are embedded in all dimensions of human experience. We’ll explore these tenets through the lens of scripture and through themes such as gender and sexuality, art, violence and peace, science, and power and authority.Join peers from around the world to embark on this journey to better understand religion in human affairs. Humanities

Power BI is a robust business analytics and visualization tool from Microsoft that helps data professionals bring their data to life and tell more meaningful stores.This four-week course is a beginner's guide to working with data in Power BI and is perfect for professionals. You'll become confident in working with data, creating data visualizations, and preparing reports and dashboards.Take this course if you are a:Image Attribution: "Data visualization & Infographic/UNICEF reports Vol. 1" by Shangning Wang, Olga Oleszczuk is licensed under  CC BY-NC-ND 4.0  Data Analysis & Statistics

If you’re interested in data analysis and interpretation, then this is the data science course for you. We start by learning the mathematical definition of distance and use this to motivate the use of the singular value decomposition (SVD) for dimension reduction of high-dimensional data sets, and multi-dimensional scaling and its connection to principle component analysis. We will learn about the batch effect, the most challenging data analytical problem in genomics today, and describe how the techniques can be used to detect and adjust for batch effects. Specifically, we will describe the principal component analysis and factor analysis and demonstrate how these concepts are applied to data visualization and data analysis of high-throughput experimental data.Finally, we give a brief introduction to machine learning and apply it to high-throughput, large-scale data. We describe the general idea behind clustering analysis and descript K-means and hierarchical clustering and demonstrate how these are used in genomics and describe prediction algorithms such as k-nearest neighbors along with the concepts of training sets, test sets, error rates and cross-validation.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818. Data Analysis & Statistics

Do you have a passion for music and want to learn more about how it works? Are you a musician who learned by ear and has no formal training? Would you like to study music but are unsure of where to begin? Then this music theory course is for you. This course includes six lessons that will give you the knowledge and skills you need to understand basic music theory. You’ll learn from Berklee College of Music professor George W. Russell, Jr. and from Berklee students who share their musical journey and offer advice for those wanting to study music. Above all, the course is designed to impart the joy of creating music and sharing it with others. Humanities

For the first time in human history, more than fifty percent of the world’s population lives in urban areas. Cities allow for the exchange of ideas, and generate remarkable innovations in business, art, and ideas. Cities are also home to millions living in poverty. Urban living can provide a pathway to a better life, but that’s not always the case for many people around the world. CitiesX will give you a far-ranging look at the past, present and future of cities, with the aim of teaching you how to better understand, appreciate and improve urban areas. The course will explore key concepts of urban development by examining cities around the world, including London, Rio de Janeiro, New York City, Shanghai, Mumbai, Kigali, and many more. The course includes a historical exploration of cities: how urban centers like ancient Rome resulted from consolidation of imperial power, how cities like Sao Paulo grew as important hotbeds of industry, and how cities like Seattle became hubs of technology and human capital. CitiesX also dives into pressing social and urban planning issues like public health, transportation, zoning, gentrification, cost of living, crime, and congestion. The course includes interviews and insights from academics, policy makers, urban leaders and city residents. The analytical framework of the course comes from economics, but is enhanced by conversations with experts from other disciplines (including Sociology, Urban Planning, Journalism, Anthropology, History, Art & Music) to provide learners with a greater understanding of all aspects of urbanism. Support for CitiesX is generously provided by Tishman Speyer. Social Sciences

Today, finding happiness is about mindfulness and discovering your true self. You may have heard that happiness is found by looking within. Ancient Chinese philosophy challenges all of these modern assumptions. From Confucianism to Daoism, the philosophies developed over two thousand years ago are among the most powerful in human history. This course brings voices from the past into modern contexts to explore the path to a good life today. The philosophical concepts discussed provide tools to change your life and increase personal happiness by focusing on your actions, the power of ritual, and the importance of sensing the world around you. Through a series of lectures, animations, discussions, and reflection diaries, this course focuses on close readings from prominent Chinese philosophers. The course requires no prior knowledge of Chinese philosophy or history and all texts are in translation. Adapted from one of the most popular classes at Harvard, this course is now available online for the first time. Learn from award-winning professor Michael Puett and start on your path towards happiness. Philosophy & Ethics

What separates an idea from a business?A paying customer.And this is where we want to take you in this course. From there you’ll begin growing your group of target customers. This will set in motion your flywheel toward an impactful enterprise.Yes, entrepreneurship is a creative process—this is what makes it fun. But a methodical approach is necessary for it to work. And it is this combination of creativity and discipline that you’ll begin learning in this course. Specifically, upon completion of Entrepreneurship 101, you’ll have the skills to:Entrepreneurship 101 is based on case studies of MIT startup companies and their founders. Through them you’ll get exposed to innovations in mobile apps, 3D printing, power electronics, international development, watchmaking, and more. In the process you will learn how to interview potential customers, understand the crucial difference between top-down and bottom-up market analysis, and develop a strategic framework for deciding what markets to pursue for your product or service.This course is particularly useful for:Entrepreneurship 101 prepares you for an MIT Bootcamp. In this program you will be challenged to start a company in 5 days. In the process you will learn from MIT faculty and get coached by MIT entrepreneurs. Business & Management

Public policy puts laws into action. The executive branch directs the combined activities of the federal government to address a multitude of problems, from the environment to the economy. The policies of the United States affect social issues, economic growth, taxes, regulation, and foreign affairs. This course will take a broad view of public policy in America but will use specific examples, such as the 2008 economic downturn and climate change, to illustrate the wide-ranging effects of those policies. We’ll address the intersection of religion and politics, and how issues such as abortion and same-sex marriage have played out in the political arena. We’ll discuss fiscal, monetary, welfare and income policy—what they are, what tools they involve, and what political divisions they create. We’ll examine partisan divisions over regulatory policy, and the basis for those divisions. Finally, we’ll trace the evolution of America’s position as a trading nation by examining trade agreements like the North American Free Trade Agreement (NAFTA) and the Trans-Pacific Partnership (TPP). This course will also serve as an overview of American government, concentrating on overarching tendencies such as its fragmented power structure. The importance of these tendencies will be explained by showing how thoroughly each of them affects American politics. Social Sciences

If you have specific questions about this course, please contact us atsds-mm@mit.edu.Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), advertisers, and financial institutions employ machine learning algorithms for content recommendation, predicting customer behavior, compliance, or risk.As a discipline, machine learning tries to design and understand computer programs that learn from experience for the purpose of prediction or control.In this course, students will learn about principles and algorithms for turning training data into effective automated predictions. We will cover:Students will implement and experiment with the algorithms in several Python projects designed for different practical applications.This course is part of theMITx MicroMasters Program in Statistics and Data Science. Master the skills needed to be an informed and effective practitioner of data science. You will complete this course and three others from MITx, at a similar pace and level of rigor as an on-campus course at MIT, and then take a virtually-proctored exam to earn your MicroMasters, an academic credential that will demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master's at other universities. To learn more about this program, please visit https://micromasters.mit.edu/ds/. Computer Science

The art of uncovering the insights and trends in data has been around for centuries. The ancient Egyptians applied census data to increase efficiency in tax collection and they accurately predicted the flooding of the Nile river every year. Since then, people working in data science have carved out a unique and distinct field for the work they do. This field is data science and in this course, you will meet some big data science practitioners and we will get an overview of what data science is today. Data Analysis & Statistics

Want to learn about circuits and electronics, but unsure where to begin? Wondering how to make computers run faster or your mobile phone battery last longer? This free circuits course taught by edX CEO and MIT Professor Anant Agarwal and colleagues is for you. This is the first of three online Circuits & Electronics courses offered by Professor Anant Agarwal and colleagues at MIT, and is taken by all MIT Electrical Engineering and Computer Science (EECS) majors. Topics covered include: resistive elements and networks; circuit analysis methods including KVL, KCL and the node method; independent and dependent sources; linearity, superposition, Thevenin & Norton methods; digital abstraction, combinational gates; and MOSFET switches and small signal analysis. Design and lab exercises are also significant components of the course. Weekly coursework includes interactive video sequences, readings from the textbook, homework, online laboratories, and optional tutorials. The course will also have a final exam. This is a self-paced course, so there are no weekly deadlines. However, all assignments are due when the course ends. Electronics

While the United States is one of the world’s wealthiest nations, it is far from the healthiest. Our nation’s burden of disease affects businesses every day, from sick employees and families reducing productivity and increasing costs, to product recalls and failures, to environmental scandals such as toxic chemical emissions harming communities and reputations. Named Runner Up for Best Online Program of 2018 by ProEd, this HarvardX course is presented by leading faculty from the Harvard T.H. Chan School of Public Health and the Harvard Business School and will provide businesses with strategies, tactics, and tools to gain a competitive advantage by implementing a Culture of Health to address these issues and stay ahead. Embracing a Culture of Health can improve your employees’ well-being as well as the health of your consumers, your communities, and the environment. A Culture of Health can help you to reduce costs, increase revenues and profits, and enhance your company’s reputation. For example, employees who work in a healthy and safe environment spend less time away from work for health reasons, decreasing interruptions, while increasing output and employee retention. When employees and customers spend less on health care, they have more disposable income to spend on non–health care needs, boosting the economy, and benefiting your business. Strengthening your business using the Culture of Health approach will enhance the greater good by promoting well-being—benefitting society, your business and employees, your customers and communities, and you. Business & Management

Matrix Algebra underlies many of the current tools for experimental design and the analysis of high-dimensional data. In this Beginner online course in data analysis, we will use matrix algebra to represent the linear models that commonly used to model differences between experimental units. We perform statistical inference on these differences. Throughout the course we will use the R programming language to perform matrix operations.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. You will need to know some basic stats for this course. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818. Math

This hands-on, action oriented business and management course will introduce you to a systematic, scientific and an easy process of testing your ideas and opportunities you envision.You will learn the “DO your Venture” ideology, which will teach you common paths entrepreneurs take when launching their own venture. You will also learn the tools and techniques for generating ideas and then test your ideas in the field and gather feedback. Business & Management

From the Syrian refugee crisis to the West Africa Ebola outbreak, humanitarian emergencies have reached unprecedented dimensions and proportions. As need for humanitarian aid grows, how can efforts to alleviate human suffering evolve with it?This course from the Harvard Humanitarian Initiative and HarvardX seeks to prepare learners to recognize and analyze emerging challenges in the humanitarian field. The course explores the ethical and professional principles that guide humanitarian response to conflict and disaster. Participants will learn the legal and historical frameworks that shaped these principles, test their applicability to the challenges faced by humanitarian actors today.Through four case studies covering the responses to crises in Goma (Zaire), Somalia, the Balkans, Afghanistan and Pakistan, participants will engage with Harvard faculty, current practitioners, and one another. These cases introduce major trends affecting the current landscape of humanitarian response – including rapid population displacement, violence against aid workers, and civil-military engagement. Thoughtfully engaging with this course will prepare participants to be informed and aware humanitarian practitioners, scholars, policy-makers, and global citizens. Health & Safety

As we approach the centennial of the passage of women’s suffrage in 1920, there has been a recent burst of activism among American women. Women are running for political office in record numbers. Women are organizing and taking to the streets to demand change. Women are grappling with inclusion and intersectionality. While some of this activity may have been a response to the 2016 presidential elections, its roots lie deep in 20th-century history — a history richly preservedin Harvard’s Schlesinger Library building on the library’s 75th Anniversary Exhibit. This course exemplifies the importance of archives in themaking of history. Professors Laurel Ulrich and Jane Kamensky, along with colleagues from across Harvard University and beyond, show how women in the 20th-century United States pushed boundaries, fought for new rights, and challenged contemporary notions of what women could and should do. Through the exploration of ten iconic objects from the Schlesinger collection, they demonstrate how women created change by embracing education, adopting new technologies, and creating innovative works of art; pushing against discrimination and stepping into new roles in public and in private. History

This literature course explores how great writers refract their world and how their works are transformed when they intervene in our global cultural landscape today.No national literature has ever grown up in isolation from the cultures around it; from the earliest periods, great works of literature have probed the tensions, conflicts, and connections among neighboring cultures and often more distant regions as well.Focusing particularly on works of literature that take the experience of the wider world as their theme, this course will explore the varied artistic modes in which great writers have situated themselves in the world, helping us to understand the deep roots of today's intertwined global cultures.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of theedX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read ourresearch statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from pa`rticipation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contactharvardx@harvard.edu and/or report your experience through the edX contact form. Literature

Much of the world's data lives in databases. SQL (or Structured Query Language) is a powerful programming language that is used for communicating with and extracting various data types from databases. A working knowledge of databases and SQL is necessary to advance as a data scientist or a machine learning specialist. The purpose of this course is to introduce relational database concepts and help you learn and apply foundational knowledge of the SQL language. It is also intended to get you started with performing SQL access in a data science environment.The emphasis in this course is on hands-on, practical learning. As such, you will work with real databases, real data science tools, and real-world datasets. You will create a database instance in the cloud. Through a series of hands-on labs, you will practice building and running SQL queries. You will also learn how to access databases from Jupyter notebooks using SQL and Python.No prior knowledge of databases, SQL, Python, or programming is required. Data Analysis & Statistics

In this course, which investigates physical transformations in food, we will be visited by world-famous chefs who use a number of different styles and techniques in their cooking. Each chef will demonstrate how he or she prepares delicious and interesting creations, and we will explore how fundamental scientific principles make them possible.Topics will include:You will also have the opportunity to become an experimental scientist in your very own laboratory — your kitchen! By following along with the recipes of the week, taking precise measurements, and making skillful observations, you will learn to think like both a chef and a scientist. This practice will prepare you for the final project, when you will design and perform an experiment to analyze a recipe of your choice from a scientific perspective.The lab is certainly one of the most unique components of this course — after all, in what other science course can you eat your experiments? Physics

In this marketing course, you will learn about competitive analysis and market segmentation, including how to analyze and structure industries and markets to transform your marketing efforts from vague, generic attempts to laser-guided precision.You will learn how to predict what your competitors will do next, plus how to segment markets for greater customer satisfaction and company profitability.This course is taught by Stephan Sorger who has held leadership roles in marketing and product development at companies such as Oracle, 3Com and NASA. He has also taught for over a decade at UC Berkeley Extension and is the author of two widely adopted marketing textbooks.This course will equip you with the knowledge and skills necessary to immediately see practical benefits in the workplace. Analytics-based marketing is increasingly important in determining a company’s spending and ROI. Many entry-level positions in marketing now require some basic level of knowledge in this rapidly growing field. Computer Science

How can we eradicate malaria? Explore the scientific and technological underpinnings of malaria, as well as the historical, political, social, and economic contexts in which control, elimination, and eradication efforts unfold.Through foundational lectures and supplemental interviews, this course provides participants with a toolbox of knowledge and skills. Learners will be guided through the analysis of real-world data and its effective use in problem-solving. Analytical approaches focus on how to develop and implement evidence-based intervention strategies to contribute to national and local malaria eradication efforts.The target audience for the course includes those with an interest in gaining the technical expertise and leadership skills needed to work in global health and malaria programs around the world.The self-paced nature of the course will allow learners to access it at their convenience. Biology & Life Sciences

This business and management course, taught by Harvard Business School professor Tarun Khanna, takes an inter-disciplinary approach to understanding and solving complex social problems. You will learn about prior attempts to address these problems across the emerging markets, identify points of opportunity for smart entrepreneurial efforts, and propose and develop your own creative solutions. The focus of this course is on individual agency—what can you do to address a defined problem? The creative process starts with immersion in the problem-at-hand and the harnessing of diverse perspectives.The course then touches on issues related to financing, scaling up of operations, branding, the management of property rights, and the creation of appropriate metrics for assessing progress and social value, in the fast-growing but institutionally compromised settings of emerging markets.The settings are diverse, sectoral (healthcare, online commerce, fintech, infrastructure) and geographic (India and South Asia, China, Africa, Latin America). But the emphasis is less on comprehensive coverage than on developing a way of thinking with a bias-to-action. Business & Management

This course is part of W3C's "Front-End Web Developer" Professional Certificate.JavaScript lets you add interactive features to your Web sites, including dynamically updated content, controlled multimedia, animated images, and much more. Developed in partnership between W3C and University Côte d'Azur, this Beginner course has been designed to help Web developers have an understanding of the basic concepts of the language. We present JavaScript best practices by means of many interactive examples, some of which being demonstrated in live coding videos.We use JavaScript in the Web browser. Why JavaScript is worth your time:At the end of the course, we expect you to be able to read the source code of any JavaScript example found on the Web, learn from it, tweak it, and even – why not? – start contributing to open-source JavaScript projects.  Computer Science

Do you aspire to be an ideal people manager? The journey from being an individual contributor to a people manager requires significant personal development and growth. If you are a first time manager, you may have asked yourself:The objective of this business and management course is to smoothen the transition for newly appointed people managers, motivate and guide people who are aspiring to become one and to think back and reflect for seasoned managers.The course will provide learners with an enhanced understanding of the role of people management in organizational context. Business & Management

Effective writing is an important business skill, especially for networking, and most communication takes place using email. In this course, you’ll learnimportant vocabulary and strategies for writing effective emails, starting with the subject line. You'll learn how to write messages for different audiences and understand when tobe formal or direct.You’llalso learn how your choice of words can change the way people view your message.You'll practice writing emails to follow up with people in your network. Language

About the Database Series of Courses"Databases" was one of Stanford's three inaugural massive open online courses in the fall of 2011. It has been offered in synchronous and then in self-paced versions on a variety of platforms continuously since 2011. The material is now being offered as a set of five self-paced courses, which can be taken in a variety of ways to learn about different aspects of databases. Relational Databases and SQL is the most popular course in the Databases series. It is applicable to learners seeking to gain a strong understanding of relational databases, and to master SQL, the long-accepted standard query language for relational database systems. Additional courses focus on advanced concepts in relational databases and SQL, formal foundations and database design methodologies, and semistructured data.All of the courses are based around video lectures and demos. Many of them include quizzes between video segments to check understanding, in-depth standalone quizzes, and/or a variety of automatically-checked interactive exercises. Each course also includes an unmoderated discussion forum and pointers to readings and resources. The courses are described briefly below. Taught by Professor Jennifer Widom, the overall curriculum draws from Stanford's popular longstanding Databases course.Why Learn About DatabasesDatabases are incredibly prevalent -- they underlie technology used by most people every day if not every hour. Databases reside behind a huge number of websites; they're a crucial component of telecommunications systems, banking systems, video games, and just about any other software system or electronic device that maintains some amount of persistent information. In addition to persistence, database systems provide a number of other properties that make them exceptionally useful and convenient: reliability, efficiency, scalability, concurrency control, data abstractions, and high-level query languages. Databases are so ubiquitous and important that computer science graduates frequently cite their database class as the one most useful to them in their industry or graduate-school careers.Stanford's online offering in Databases is now available as a set of five self-paced courses:Databases: Relational Databases and SQLDatabases: Advanced Topics in SQL (prerequisite: Relational Databases and SQL)Databases: OLAP and RecursionDatabases: Modeling and TheoryDatabases: Semistructured Data Computer Science

In this course, you will learn the principles of C programming and start coding hands-on in a browser tool that will provide instant feedback on your code. The C programming language is one of the most stable and popular programming languages in the world. It helps to power your smartphone, your car's navigation system, robots, drones, trains, and almost all electronic devices. C is used in any circumstances where speed and flexibility are important, such as in embedded systems or high-performance computing. In this course, you will get started with C and learn how to write your first programs, how to make simple computations and print the results to the screen, how to store values in variables and how to repeat instructions using loops. Beginners, even those without any programming experience, will be able to immediately start coding in C with the help of powerful yet simple coding tools right within the web browser. No need to install anything! We are excited to introduce you to the world of coding and launch you along your path to becoming a skilled C programmer! This is the first course in the C Programming with Linux Professional Certificate program. This series of seven short courses will establish your programming skills and unlock doors to careers in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science

Supply chains are complex systems involving multiple businesses and organizations with different goals and objectives. Many different analytical methods and techniques are used by researchers and practitioners alike to better design and manage their supply chains. This business and management course introduces the primary methods and tools that you will encounter in your study and practice of supply chains. We focus on the application of these methods, not necessarily the theoretical underpinnings.We will begin with an overview of Beginner probability and decision analysis to ensure that students understand how uncertainty can be modeled. Next, we will move into basic statistics and regression. Finally, we will introduce optimization modeling from unconstrained to linear, non-linear, and mixed integer linear programming.This is a hands-on course. Students will use spreadsheets extensively to apply these techniques and approaches in case studies drawn from actual supply chains . Business & Management

JavaScript is the programming language of the World Wide Web.As a professional web software developer, you will not only need to know how to program in this simple yet powerful language, but you will need to understand the fundamentals of how data is exchanged on the World Wide Web (WWW) and what tools and frameworks are available to you for creating robust, interactive web applications.This course, part of the CS Essentials for Software Development Professional Certificate program, provides an introduction to modern web development using JavaScript. In addition to exploring the basics of web page creation using HTML and CSS, you will learn advanced web page layout and responsive design tools such as Bootstrap. You will also learn how browsers represent a web page data using the Document Object Model (DOM) and how to develop dynamic, interactive web pages using JavaScript in the browser. Beyond fundamental JavaScript syntax and advanced language features such as callbacks, events, and asynchronous programming, you will work with jQuery, which provides functionality for simplified DOM manipulation and event handling.This course will also introduce you to modern web frameworks and component-based libraries such as React.js for efficiently developing modular web page components, and D3.js for creating data-driven documents. We will also teach you how to represent and exchange data using JavaScript Object Notation (JSON), and how to access RESTful APIs on the web.Server-side JavaScript is becoming more prevalent in the industry, with web frameworks such as Node.js and Express making it simple to create and deploy complex, data-driven web applications. This course will prepare you to use such frameworks and show you how to integrate them with NoSQL databases such as MongoDB. Computer Science

As primary sources of information are more frequently digitized and available online than ever before, how can we use those sources to ask new questions? How did Chinese families organize themselves and their landscapes in China’s past? How did African slaves from different cultures form communities in the Americas? What influences informed the creation and evolution of Broadway musicals? How can I understand or interpret 1,000 books all at once? How can I create a visualization that my students can interact with? The answers to these questions can be explored using a wide variety of digital tools, methods, and sources. As museums, libraries, archives and other institutions have digitized collections and artifacts, new tools and standards have been developed that turn those materials into machine-readable data. Optical Character Recognition (OCR) and the Text Encoding Initiative (TEI), for example, have enabled humanities researchers to processvastamounts of textual data. However, these advances are not limited just to text. Sound, images, and video have all been subject to these new forms of research. This course will show you how to manage the many aspects of digital humanities research and scholarship. Whether you are a student or scholar, librarian or archivist, museum curator or public historian — or just plain curious — this course will help you bring your area of study or interest to new life using digital tools. Humanities

This course is the first in a series of four English language MOOCs designed for students with an intermediate level of English looking to reach a higher intermediate level. The course is comprised of video lessons, reading comprehension activities, grammar explanations and exercises, listening comprehension activities and speaking practice. The course covers interesting topics such assuccessful businesses, risk management, industrial design and radio broadcasting. This course also includes preparatory materials and recommendations to take the Cambridge University First Certificate in English Examination (FCE). Language

This Pre-Intermediate English as a Second Language course helps students with a current EmSAT score lower than 1175 to develop their reading and grammar skills. Students will develop exam strategies to prepare them for the reading and vocabulary sections of their exam.Additionally, students will develop writing, grammar, and vocabulary skills. The course will consolidate and expand upon basic grammatical knowledge in writing and speaking. The course will also teach exam strategies for the writing & grammar sections of the exam. Students will develop an understanding of the different writing & grammar tasks on the exam and an awareness of appropriate discourse structures for exam writing tasks. Language

In the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a large dataset, would you be able to find the answers you seek?This course, part of the Data Science MicroMasters program, will introduce you to a collection of powerful, open-source, tools needed to analyze data and to conduct data science. Specifically, you'll learn how to use:You will learn these tools all within the context of solving compelling data science problems.After completing this course, you'll be able to find answers within large datasets by using python tools to import data, explore it, analyze it, learn from it, visualize it, and ultimately generate easily sharable reports.By learning these skills, you'll also become a member of a world-wide community which seeks to build data science tools, explore public datasets, and discuss evidence-based findings. Last but not least, this course will provide you with the foundation you need to succeed in later courses in the Data Science MicroMasters program. Data Analysis & Statistics

One of the key insights from the science of happiness is that our own personal happiness depends heavily on our relationships with others. By tuning into the needs of other people, we actually enhance our own emotional well-being. The same is true within organizations: those that foster trusting, cooperative relationships are more likely to have a more satisfied, engaged—and more productive and innovative—workforce, with greater employee loyalty and retention.This course delves into the social and emotional skills that sustain positive relationships at work. It highlights the foundational and related skills of empathy and “emotional intelligence,” also known as EQ, which refers to the skills of identifying and regulating our own feelings, tuning into the feelings of others and understanding their perspectives, and using this knowledge to guide us toward constructive social interactions.Drawing on research and real-world case studies, the course reveals how honing these skills promotes well-being within an organization, supporting everything from good management—managers high in empathy, for example, have employees who report being happier and take fewer sick days—to more effective teamwork, problem solving, and recovery from setbacks. The course also explains the psychological and neuroscientific roots of cooperative, compassionate behaviors, making the case that these are not just “soft” skills but core aspects of human nature that serve basic human needs as well as the bottom line.What’s more, it offers practical ways to strengthen empathy, trust, and collaboration among teams and resolve conflicts more constructively—with a special emphasis on how socially intelligent leadership can build cultures of belonging and engagement.The course instructors are expert faculty from UC Berkeley’s Greater Good Science Center, Dacher Keltner, Ph.D., and Emiliana Simon-Thomas, Ph.D., whose earlier edX course, The Science of Happiness, has been a global phenomenon, inspiring a half million students worldwide. Here they take a central insight from that course—that our personal well-being is entwined with our social connections—and explain how to apply it to the modern workplace to create more productive, satisfying experiences at work. Business & Management

Innovation matters to everyone, including managers in small or large organizations, start-up entrepreneurs, those in government roles, or teachers.This course looks at how individuals and organizations use creativity and design thinking skills to identify and choose opportunities that enable innovation. Creative problem solving skills are developed and enhanced through a range of real world activities. An overview of design thinking tools is provided to help students understand design thinking as a problem solving approach. Ideas developed through these processes are then applied to a customer discovery approach to understand their value in the market place. Business & Management

How did the Communists conquer China? What role does culture play? What are the successes and failures of the Chinese Communist Party after seizing power in 1949? What constitutes liberation? This course will help you answer these important questions as you explore the profound cultural, intellectual, political and economic changes of this period. You’ll learn how Communist China fits in with a larger socialist world order and how historical interpretations of this period reinforce or challenge the official narrative in China today. Join us to develop your own approach and gain a critical understanding of the rise of the Communist Party, Sino-Soviet relations, the Cultural Revolution, and, ultimately, the reopening of China. History

Chinese is, without a doubt, the most spoken language on the planet. Learning Chinese will help your company or organization break into the biggest market on the planet. Being able to properly and correctly introduce yourself in Chinese will help you open the door to a whole new world. Mandarin Chinese Level 1will introduce you to the basic language skills you will need to eat, live, and get around in Mandarin speaking countries, building your confidence to communicate effectively with colleagues, clients and friends in Chinese. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead the discussion with a wide variety of popular topics to accompany you to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help you communicate more smoothly and effectively in a business environment. Since this is a language course, we recommend taking this course with a friend or group of friends. Practicing with others by speaking the language will help you learn it more effectively. Additionally, Mandarin is a tonal language, which means that in order to truly master it, you will need to say the words out loud! Join the community of over 900 million native Mandarin speakers and start learning today! Language

Read fully to understand the verified-certificate option. Join Professor Eric Lander and the MITx Biology team in an exciting learning experience available for free to all enrolled learners. The 7.00x Beginner Biology course materials are available for exploration and completion by registering as an auditor or verified-track learner, including video, interactive problem sets, and exams. We strongly encourage you to work through the activities, towards a goal of learning biology. We have optimized the course settings for learning: instant feedback after trying problems and all content available at all times for self-paced progress. You receive feedback on correctness of answers, but the problem submissions do not count toward the grade for a certificate. Instead, we offer a thorough and robust means of certifying edX learners in their mastery of the MITx Beginner biology content, through a the MITx 7.00x Introduction to Biology Competency Exam. This challenging option is available only to those who register for the verified-certificate track, and successful completion of this exam is the only assessment that counts toward a certificate. We highly recommend preparing for the Competency Exam certification by using the current course materials and MIT OpenCourseWare problems. The next Competency Exam will be open October 27, 2020 to November 3, 2020.7.00x is an Beginner level biology course hosted by professor Eric Lander, who was one of the leaders of the Human Genome Project. The course content reflects the topics taught in the MIT Beginner biology courses and many biology courses across the world. As a learner, you will first focus on the structure and function of macromolecules such as DNA, RNA and proteins. You will discover how changes in the structure of some of these macromolecules alter their functions and what the implications of such changes have on human health. As you continue in the course, you will apply an understanding of heredity and information flow within cells to human health and disease and will learn about molecular biological techniques and their potential to impact our changing world. After you complete this course, you will have a foundation in biology that will allow you to understand the remarkable medical revolution going on today.MITx 7.00x: Introduction to Biology – The Secret of Life will let you explore the mysteries of biochemistry, genetics, molecular biology, recombinant DNA technology and genomics, and rational medicine. Good luck in your journey! Biology & Life Sciences

Causal diagrams have revolutionized the way in which researchers ask: What is the causal effect of X on Y? They have become a key tool for researchers who study the effects of treatments, exposures, and policies. By summarizing and communicating assumptions about the causal structure of a problem, causal diagrams have helped clarify apparent paradoxes, describe common biases, and identify adjustment variables. As a result, a sound understanding of causal diagrams is becoming increasingly important in many scientific disciplines.The first part of this course is comprised of seven lessons that introduce causal diagrams and its applications to causal inference. The first lesson introduces causal DAGs, a type of causal diagrams, and the rules that govern them. The second, third, and fourth lessons use causal DAGs to represent common forms of bias. The fifth lesson uses causal DAGs to represent time-varying treatments and treatment-confounder feedback, as well as the bias of conventional statistical methods for confounding adjustment. The sixth lesson introduces SWIGs, another type of causal diagrams. The seventh lesson guides learners in constructing causal diagrams.The second part of the course presents a series of case studies that highlight the practical applications of causal diagrams to real-world questions from the health and social sciences.Professor Photo Credit: Anders Ahlbom Data Analysis & Statistics

In this course, we'll read William Shakespeare’s Othello and discuss the play from a variety of perspectives. The goal of the course is not to cover everything that has been written on Othello. Rather, it is to find a single point of entry to help us think about the play as a whole. Our entry point is storytelling. We'll look at the ways in which Shakespeare's characters tell stories within the play––about themselves, to themselves, and to each other. We'll consider, too, how actors, directors, composers, and other artists tell stories through Othello in performance. By focusing on storytelling, we can see how the play grapples with larger issues including power, identity, and the boundary between fact and fiction. From lectures filmed on-location in Venice and conversations with artists, academics, and librarians at Harvard, students will have unprecedented access to a range of resources for "unlocking" Shakespeare's classic play. Humanities

¡Bienvenidos y bienvenidas! (Welcome!) In this Spanish course, you will learn basic vocabulary to talk about yourself and your everyday life, in the present and in the past, in simple and brief communication situations, as well as about plans for an immediate future. At the end of the course you will be able to communicate in everyday situations according to the A1 proficiency level as described in the Common European Framework of Reference for Languages (CEFRL, Council of Europe).The course, which is designed for English speakers, offers a variety of exercises after going through the stages of content presentation, comprehension and production. You have videos, small texts and audios to improve your pronunciation, glossaries, activities for oral practice with other course students, quizzes, grammar cards and recommendations on external Internet resources to continue learning more and more Spanish.The topics on which the activities revolve are work life, family life, city life and outdoor life. As you can see, a bit of everything to be able talk about yourself and to engage in everyday communication.We hope you like our menu. ¡Buen provecho! (Bon appétit!)Basic vocabulary to be able to use and understand information related to:Basic grammatical structures such as articles and nouns, adjectives, present, future and past tenses of regular and irregular verbs. Language

In this IMFx course you will learn, from hands-on demonstrations, how to price different types of bonds, how to calculate different measures of bond yields and how to compare them across different types of instruments. You will become familiar with the term structure of interest rates, a key ingredient in establishing benchmark rates used to price securities in the markets and a valuable tool for monetary policy design and diagnosis.You’ll gain an understanding of the firm fundamentals that can explain why a stock price may go up or down, or why it might be higher for one company in comparison to another, you will be able to apply these fundamentals at the economy-wide level to analyze valuations of the stock market as a whole.Finally, you will gain insight into investors’ decisions. You’ll explore the main criteria that an investor uses to determine how to construct the best possible portfolio of risky assets. You will also adopt the perspective of a policymaker interested in understanding how monetary policy affects the risk and return properties of financial investments.In short, the FMAx course is designed to provide a common language in finance, thus allowing you to interpret and analyze financial data. It will also provide you with a foundation upon which you can proceed to more advanced or policy-oriented training in areas in which macroeconomics and finance meet.Financial Market Analysis is offered by the IMF with financial support from the Government of Japan. Economics & Finance

This is CS50’s introduction to computer science for business professionals, designed for managers, product managers, founders, and decision-makers more generally. Whereas CS50 itself takes a bottom-up approach, emphasizing mastery of low-level concepts and implementation details thereof, this course takes a top-down approach, emphasizing mastery of high-level concepts and design decisions related thereto. Through lectures on computational thinking, programming languages, internet technologies, web development, technology stacks, and cloud computing, this course empowers you to make technological decisions even if not a technologist yourself. You’ll emerge from this course with first-hand appreciation of how it all works and all the more confident in the factors that should guide your decision-making. Computer Science

This course is the third in a series of four English language MOOCs designed for students with an intermediate level of English looking to reach a higher intermediate level. The course is comprised of video lessons, reading comprehension activities, grammar explanations and exercises, listening comprehension activities and speaking practice. The course covers interesting topics such as the Edinburgh Theatre Festival, music, films and theatre, migratory movementsand indigenous cultures. This course also includes preparatory materials and recommendations to take the Cambridge University First Certificate in English Examination (FCE). Language

On average, 130 Americans die every day from an overdose of opioids, the class of drugs that includes heroin, hydrocodone, codeine, morphine, and fentanyl. Around 70% of all opioid overdose deaths involved a prescription opioid. Drug overdose is now the leading cause of accidental death in the United States — opioid addiction is driving this epidemic. In this course, you'll learn about the origins and spread of this epidemic. Our experts will cover the appropriate ways this class of drugs should be used, but we will also explore the impact of opioid misuse on the individual, family, and community. You’ll hear about effective medical treatments for addiction and how to reduce the stigma that exists around addiction. You’ll learn how to help prevent overdose deaths and explore the multiple pathways to recovery. Join us to confront this epidemic with a broad perspective of the causes, effects, and solutions to the opioid crisis. After learning about harm-reduction approaches and evidence-based interventions to prevent addiction and support recovery, you will be equipped to confront the opioid epidemic. — This course is available for Continuing Education credit. Enroll in the course to learn more about options for earning credit. Medicine

This is an Beginner-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical).This is not a math-heavy class, so we try and describe the methods without heavy reliance on formulas and complex mathematics. We focus on what we consider to be the important elements of modern data analysis. Computing is done in R. There are lectures devoted to R, giving tutorials from the ground up, and progressing with more detailed sessions that implement the techniques in each chapter.The lectures cover all the material in An Introduction to Statistical Learning, with Applications in R by James, Witten, Hastie and Tibshirani (Springer, 2013). The pdf for this book is available for free on the book website. Data Analysis & Statistics

We often have firmly held beliefs about why people think and behave the way they do. Sometimes our intuitions are correct, but often they are not.Social psychology helps us understand how people think about themselves and other people and what motivates their behaviour in social settings.This course explores a range of topics in social psychology, from how we think about ourselves, how we think about others, and how we interact and communicate with others. We will also discuss the ways that we can influence others and be influenced by others. Finally, we look at some problematic aspects of human behaviour, such as prejudice and aggression.You should take this course if you are curious about why we behave the way we do. Humanities

What do self-driving cars, face recognition, web search, industrial robots, missile guidance, and tumor detection have in common?They are all complex real world problems being solved with applications of intelligence (AI).This course will provide a broad understanding of the basic techniques for building intelligent computer systems and an understanding of how AI is applied to problems.You will learn about the history of AI, intelligent agents, state-space problem representations, uninformed and heuristic search, game playing, logical agents, and constraint satisfaction problems.Hands on experience will be gained by building a basic search agent. Adversarial search will be explored through the creation of a game and an introduction to machine learning includes work on linear regression. Computer Science

“We the People” are the opening words of the U.S. Constitution, yet the original document did not give citizens much say in the election of their officials. Though some of those issues have been addressed, substantial barriers—gerrymandering, voter registration, and voter ID laws—still restrain the power of the vote. Why? How can a country, founded more than 200 years ago on the ideals of liberty, equality, and individualism, still struggle to empower all of its citizens equally? This course explores the origins of U.S. political culture, how that culture informed the Constitution, and how that framework continues to influence the country’s politics and policies. We will examine the Constitution’s provisions for limited government, the division of power between the federal and state governments, and the forces that have made federalism a source of political conflict and change. We will address how the Constitution not only established the structure of the U.S. government but guarantees personal freedoms and civil rights. These rights have been challenged and expanded in significant Supreme Court cases, which will help to illustrate how historically disadvantaged groups have struggled to realize the 14th Amendment's promise of equality. Social Sciences

Module 1: Books, Scrolls, and Religious DevotionThis unit offers special access to a unique group of books and scrolls and sacred objects once interred inside a thirteenth-century Buddhist sculpture of Prince Shotoku, now in the collection of the Harvard Art Museums. The works to be studied represent the most prevalent formats of Japanese books, but they display striking material idiosyncrasies that will help us understand how and why manuscripts were made, and how they could be personalized for individual readers, motivated, in this case, by religious devotion.Module 2: Visual and Textual Storytelling: Short-Story ScrollsEnter into the storyworlds of two lively illustrated Japanese tales, The Tale of the Rat (Nezumi sôshi) and The Chrysanthemum Spirit (Kiku no sei monogatari) in the Harvard Art Museums. Both tales are illustrated in the “small scroll” ( ko-e ) format, roughly half the size of standard scrolls, resembling medieval paperbacks, and intended for personal reading and private libraries. This unit focuses on reading experience, exploring the interrelationship between word and image, and explaining how literary and pictorial conventions work together to communicate a story.Module 3: “Multimedia” Books: The Tale of GenjiJapan’s most celebrated work of fiction, The Tale of Genji , has been continuously read from the time it appeared in the eleventh-century to the present day and provides a perfect case study for exploring various book formats over the centuries in Japan. Using decorated manuscripts, richly illustrated albums, and a playful printed book of a Genji spin-off, A Fraudulent Murasaki’s Rustic Genji (Nise Murasaki Inaka Genji), this unit showcases the spectacular visual and material properties of Genji volumes that make them suggestive of “multimedia” books. Art & Culture

This is a two-part course, and part of the MicroMasters® Program in Finance. It provides a rigorous and comprehensive introduction to the fundamentals of modern finance and their applications to business challenges in valuation, investments, and corporate financial decisions under a unified framework.Completing this first course and program will help you prepare for a career as a financial analyst, financial advisor, vice president for finance, chief financial officer, and more.Finance provides a core function in any productive economy by providing a mechanism for savings, investment, and liquidity. Whether the learner is in a industrialized country or a developing country, financial services are essential for smooth functioning of the economy.The course is excellent preparation for anyone planning to take the CFA exams. Economics & Finance

Have you ever wondered about the right methods to improve productivity, configure your supply chain or address the demand on hand?In recent years, businesses have strived to improve productivity and quality, reduce costs and delivery times, and embrace flexibility and innovation. These strategies are part of the Operations Management (OM) activities that service and manufacturing organizations engage in.Operations Management helps you to understand the role of OM in a firm and to develop abilities to structure and solve operations related problems. The course will empower you with skills to address important aspects of business operations including capacity, productivity, quality, and supply chain.You will understand how operations in an organization are configured and factors that can potentially drive the complexity of managing such operations. We will also introduce concepts like estimating capacity, identifying bottlenecks, and de-bottlenecking.Throughout the course, you will join us in discussions on productivity improvement methods, development of quality assurance systems and configuration of supply chains.The course will equip you with the right tools, techniques and skills to estimate, compute, analyze and configure key elements of operations management.View the course Welcome video from instructor B. Mahadevan. Business & Management

According to world-renowned management consultant, Peter Drucker, "Marketing is the only distinguishing and unique function of business…There is only one valid definition of business purpose and that is to create a customer.”While the significance of marketing in today’s business world can never be overstated, it is the precise understanding and appreciation of marketing management that needs to be accentuated. Marketing management allows an organization to track, review and analyze their marketing resources and activities.In this marketing course, you will learn the fundamentals of marketing management, as you gradually learn advanced theories and applications through real world business examples, illustrations, cases and exercises. You will learn how marketing management tools can be used to increase your customer base, improve customer satisfaction and increase your company’s overall perceived value.You will learn how marketing serves as a key element within an organization’s strategy. Business & Management

Marketing is a crucial function in all businesses and organizations, and is becoming increasingly crucial to success in our modern global economy. This course, regardless of your industry background, will teach you core concepts and tools to help you better understand and excel in marketing. Key topics include Market Research and its importance to strategy, brand strategy, pricing, integrated marketing communication, social media strategy, and more.Learn through award-winning teaching approaches of the Sauder School of Business’s marketing faculty. This course will bring a marketing lens to complex business and organization challenges and aid in holistic decision-making that aligns with customer and company goals.This course is for anyone interested in marketing. Business & Management

Basic concepts of computer programming are introduced, starting with the notion of an algorithm. Emphasis is on developing the ability to write programs to solve practical computational problems.Topics include:Learners will read and understand many sample programs, and will have to write several on their own. This course deals with basic programming, and sets the foundation for solid programming practices for beginners.This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science

The job of a data scientist is to glean knowledge from complex and noisy datasets.Reasoning about uncertainty is inherent in the analysis of noisy data. Probability and Statistics provide the mathematical foundation for such reasoning.In this course, part of the Data Science MicroMasters program, you will learn the foundations of probability and statistics. You will learn both the mathematical theory, and get a hands-on experience of applying this theory to actual data using Jupyter notebooks.Concepts covered included: random variables, dependence, correlation, regression, PCA, entropy and MDL. Data Analysis & Statistics

HTML5 is the standard language of the Web, developed by W3C. For application developers and industry, HTML5 represents a set of features that people will be able to rely on for years to come. HTML5 is supported on a wide variety of devices, lowering the cost of creating rich applications to reach users everywhere.Whatever mobile phones, connected objects, game consoles, automobile dashboards, and devices that haven’t even been considered yet, HTML5 helps write once and deploy anywhere!In this course, you will learn all the new HTML5 features to help create great Web sites and applications in a simplified but powerful way. HTML5 provides native support for video and audio without plug-ins, provides support for offline applications, for games with smooth interactive animations, and much more. Computer Science

Welcome to the self paced course, Algorithms: Design and Analysis! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth.This specialization is an introduction to algorithms for learners with at least a little programming experience. The specialization is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. After completing this specialization, you will be well-positioned to ace your technical interviews and speak fluently about algorithms with other programmers and computer scientists.Specific topics in the course include: "Big-oh" notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), randomized algorithms (QuickSort, contraction algorithm for min cuts), data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of BFS and DFS, connectivity, shortest paths).Learners will practice and master the fundamentals of algorithms through several types of assessments. There are 6 multiple choice quizzes to test your understanding of the most important concepts. There are also 6 programming assignments, where you implement one of the algorithms covered in lecture in a programming language of your choosing. The course concludes with a multiple-choice final. There are no assignment due dates and you can work through the course materials and assignments at your own pace. Computer Science

This course is the fourth in a series of four English language MOOCs designed for students with an intermediate level of English looking to reach a higher intermediate level. The course is comprised of video lessons, reading comprehension activities, grammar explanations and exercises, listening comprehension activities and speaking practice. The course covers interesting topics such as cultural differences, aviation and global warming, historical monuments or technological innovation. This course also includes preparatory materials and recommendations to take the Cambridge University First Certificate in English Examination (FCE). Language

In the first act of William Shakespeare’s Hamlet , the Ghost of the dead King of Denmark appears to his son, setting off a chain of events that culminates in the play’s notoriously bloody finale. But how would this mysterious figure have been understood in Shakespeare’s time? Harvard professor Stephen Greenblatt guides learners through an exploration of the Ghost’s uncanny theatrical power and the historical contexts from which the character emerged. You will be introduced to the narrative sources of Hamlet, the religious convictions that shaped how Renaissance England understood the afterlife, and how the Ghost would have thrilled and challenged its original audience. By focusing on the Ghost, you will see how the play grapples with issues like death, mourning, remembrance, and the power of theatre. Through short video lectures, readings from the play as well as later works by Coleridge and Joyce, and conversations with experts, you will develop critical tools with which to "unlock" the play's possible meanings. If you're reading Hamlet for the first time, this course is a great introduction. If you're reading it for the hundredth time, it is the perfect chance to revisit and refresh your "take" on Shakespeare's greatest tragedy. Humanities

How do you design an aircraft or spacecraft? And in doing so, how do you keep the risk of failure minimal while bearing in mind that they will eventually fail?In this course you will be taken on a journey through the structural and material design of aircraft. You will see and understand how aircraft and spacecraft are manufactured, and learn how safety is enshrined at every stage.Experts from the Aerospace Structures and Materials Department of Delft University of Technology will help you explore and analyze the mechanical properties of materials; learning about manufacturing techniques, fatigue, loads and stresses, design considerations and more - all the scientific and engineering principles that structural and materials engineers face on a daily basis. By the end of the course, you will have learned to think like they do!Join us for an exciting learning experience that includes experiments; some of which you can do by yourself at home, online lectures, quizzes, and design assignments. Engineering

About this course"A picture is worth a thousand words." We are all familiar with this expression. It especially applies when trying to explain the insights obtained from the analysis of increasingly large datasets. Data visualization plays an essential role in the representation of both small and large-scale data.One of the key skills of a data scientist is the ability to tell a compelling story, visualizing data and findings in an approachable and stimulating way. In this course, you will learn how to leverage a software tool to visualize data that will also enable you to extract information, better understand the data, and make more effective decisions.When you sign up for this course, you get free access to IBM Watson Studio. In Watson Studio, you’ll be able to start creating your own data science projects and collaborating with other data scientists. Start now and take advantage of everything this platform has to offer! Data Analysis & Statistics

An Award-Winning MOOC Expanded and UpdatedVersion 1.0 of this course has scooped praises and received the prestigious prize Top Ten Most Popular MOOCs in November 2017 awarded by the Class Central, USA. Version 2.0 continues to receive acclaims from the authentic global learners in 2019. The section of creative thinking skills has been expanded in the current version 2.1, with a specific case study on how to apply innovative strategies in addressing the challenge posed by COVID-19 that has swept the world in 2020.Positive Values and Powerful Skills for Your SuccessThis course consists of three parts and twelve units, with abundant case studies and examples. You will learn that the key to the success of your work and personal life lies in the mastery of positive values and practical thinking skills. Positive Values from Three Great MastersIn Part A, you will be inspired by the insights of Aristotle, Kant and Mill. Their advices cover the topics of your personal success, pursuit of duty and contribution to social happiness. You will learn from their wisdom how to construct your own positive outlook on life with meaningful purposes and resilience to challenges.You will consolidate your knowledge through two major case studies in this part, in which you learn how to excel in a job interview and the study in higher education. In addition, to turn your study of the great masters’ ideas to fun, comic episodes are presented for your perusal and reflections.Powerful Problem-Solving SkillsIn Part B, you will study a bundle of effective problem-solving skills and decision-making strategies. They include the five faces of creativity, ten methods of provocative operations and six thinking hats. To be successful in your work and life, these creative thinking skills are proven very powerful and adopted by creative geniuses, innovative managers and corporate businesses around the world.Success Stories and a Micro-Movie on Life and DeathIn Part B, eye-opening success stories of Bruce Lee, Nick Vujicic, Jack Ma and Steve Jobs will heighten your personal motivation to strive for success in work and life. On the other hand, as a major case study, a micro-movie has been filmed for this course, featuring local TV actors. The micro-movie raises the question how to make a life-and-death decision for your family member. Guidance will be provided on how to apply the problem-solving skills in such a life-and-death decision.Unique Creative SuccessPart C is a brief conclusion. It highlights the next step of upgrading your creative problem-solving skills by securing your unique creativity in accordance with personal traits, potentials and talents. A Timely Course in Thinking through the Challenge Posed by the Pandemic COVID-19The wide applicability of the practical thinking skills of this course helps you creatively address different sorts of challenges, including the one brought on by the pandemic of COVID-19. Should doctors provide medical treatment only to the selected patients who are more likely to survive because of the shortage of resources? With regard to this type of question, can you spell out your position with proper justification? You will find the discussion of the pros directly in Unit 3 and the cons indirectly in Unit 2. In addition, can you tell how individuals/businesses creatively meet the specific challenge of the pandemic? You will find the creative problem-solving skills expanded and discussed in Unit 6 with a case study specifically devoted to the challenge of COVID-19.Course InstructorCurrently Interim Director of General education Centre at Hong Kong Polytechnic University, Jack Chun has been Chief Examiner for HKEAA and Consultant on Thinking Skills for the HKSAR government, the commercial sectors such as SmarTone-Vodafone and professional groups, including medical doctors, C.E.O.'s and the former Chief Executive of HKSAR government. Dr Chun has also provided consultancy services to universities, including the Cornell-VinUniversity project in 2019. He has taught Creativity and Creative Thinking and Life and Death for over two decades. Apart from the three MOOCs he has developed on edX, he has also created a mobile app on Ethical Thinking adopted by the four Faculties of the university. The publishers of his writings include Oxford University Press, Routledge, McGraw-Hill, Springer and others. Philosophy & Ethics

The use of English for doing business in multinational settings is a fact of life for many business people. As Asian economies expand and become more involved in the global economy, a lingua franca – a language used to communicate among groups of people who do not share a mother tongue – is needed to exchange information. This course has two goals. The first is to introduce non-native speakers of English to methods for developing spoken English language and communication skills for doing business in Asia. The second is to examine the impact of interculturality and globalization on English communications. By exploring and participating in a business simulation set in Asia, you will develop the principal skills for effective communication in English when conducting business in China and other Asian countries.This course is part of a series developed by the same instructors. Enroll in EBA102x English for Doing Business in Asia – Writing to continue developing your English language and written communication skills. Learn about business writing format, audience, culture, purpose, grammar, style and more. Humanities

There is an overload of information about nutrition and health, but what is the truth and what can you do to improve the health of your patients? Learn more about nutrition and how our diet profoundly impacts our current and future health. This course addresses the relationship between nutrition and human health, with a focus on health problems related to overnutrition. In this course, Professor Sander Kersten from Wageningen University & Research will explain about the composition of the three macronutrients: carbohydrates, fat and protein. You will learn about their role in the body (how they are absorbed, stored and metabolized for energy) and their impact on our health. Moreover, this course will cover energy homeostasis and the regulation of body weight. You will learn about overweight and obesity and strategies to improve and combat these problems of overnutrition. Finally, the course will make you familiar with nutritional research and research methodologies.This course is especially useful for health care professionals and people working in the food industry with a non-nutrition background. You will develop a critical mindset by learning to better weigh and interpret information about food, nutrition and health. This course, is part of the Food, Nutrition and Health Professional Certificate Program of Wageningen University & Research. Did you already complete Nutrition and Health: Micronutrients and Malnutrition? That is the other course in the Food, Nutrition and Health Professional Certificate Program. To explore other learning opportunities about nutrition, have a look at the courses:  Biology & Life Sciences

Using case studies from the Harvard Business School, this course will cover the contemporary Chinese scene by focusing on five main themes in China’s development: agriculture, entrepreneurship, education, environment, and literature. You’ll examine the period from Deng Xiaoping’s rise in 1978 to the present, using the lenses of sociology, political science, and economics. You’ll learn how China has maintained one-party rule in an era of reform and internationalization, and how contemporary developments — like the current conception of the “Chinese Dream” — are influenced by the legacies of China’s past. You’ll also examine Greater China with a focus on the Taiwan model and Taiwan’s relationship with the People’s Republic of China. Developing your own approaches to history, you’ll gain a critical appreciation of China’s literary, philosophical, political, and cultural resources. Enroll now to understand China’s global leadership role and to learn if the 21st century is truly “the Chinese century.” History

Have you ever wondered what causes mental illness, or why we react to stress the way we do? Or what to expect as you get older?Clinical psychology is the study of psychological disorders and the treatments designed to improve the day-to-day lives of people suffering from them. The focus of the course will be on common psychological disorders, such as schizophrenia, and the symptoms of each. We will also discuss the underlying role of stress and how it affects people mentally and physically. We will also consider more general issues and theories around personality and intelligence.You should take this course if you want to better understand psychological disorders and how we can treat them. Humanities

Based on the second half of the Masterpieces of World Literature edX MOOC, this short literature course examines how writers reach beyond national and linguistic boundaries as worldly readers and travelers, and how their modern fictions rise to the status of world literature. These masterpieces of modern world literature take part in a tradition of weaving small stories into ambitious projects—one that reaches back to medieval tales and extends forward to contemporary novels. Throughout the course, you will learn how these writers use their fictions to engage directly with the political and social concerns of their present and of a globalized modernity, relating experiences of exploration, migration, international conflict, and cultural exchange. Literature

Public opinion has a powerful yet inexact influence on elected officials. Politicians risk their careers if they ignore it, yet its power is not easy to capture nor quantify. This course will look at how political parties, campaigns, social movements, special interests, and the news media all play a role in influencing public opinion. We’ll examine the attributes of public opinion, how polling attempts to measure those attributes, and how they impact the decisions of policymakers. We’ll address the unique features of the two-party system in the U.S., how those parties realign themselves in response to shifting norms, and how their candidates are vetted behind the scenes before the start of a campaign. Outside of the formal organization of party politics, groups representing various interests aim to affect a change through the political system. Special interest groups resemble political parties, but while parties try to influence elections, groups concentrate on gaining influence over policies. Meanwhile, social movements take place outside these established institutions, often in the form of protest demonstrations and rallies. All of these interests are filtered through the news media, which plays a critical role in shaping people’s images of politics. This course will help you to understand how these forces shape American politics, from “invisible primaries” to election day and beyond. Social Sciences

Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.Bonus video for this course is on “Agile in Government.”The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020.Scrum and Agile are often considered synonymous, and there is a good reason. Scrum embodies the simplest and most pure approach to managing project work at the team level. Scrum is employed by over half of all Agile practitioners across all industries. While agile may have started in software development, many industries now use an agile methodology to deliver their work. The basis for agile, the agile manifesto, extends well beyond its origins in extreme programming and agile software development. Development teams around the world are now using kanban boards and assigning strong product owners to direct self-organizing teams to deliver on prioritized product backlogs. And nearly every new product has some sort of IT component and goes through an agile development lifecycle.While the Mastering Agile Professional Certificate program emphasizes principles at the heart of all Agile frameworks, in this course we start by learning the key project management processes, roles, mechanics, and philosophies behind Scrum. This will provide the basis for all understanding Agile in its purest form over four weeks exploring Why, Who, How, and finally What Scrum looks like applied in the real world. From understanding the agile team members, like scrum master and product owner, to the important differences in lean and agile processes.While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how scaled agile is applied in industry today. You'll finish this course more than ready to begin your agile journey, which we hope takes you to the next course in the series on “Sprint Planning for Faster Agile Team Delivery.”Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering

Business organizations are constantly engaged in financial decision-making related to financial planning, investments, capital purchases, etc. The right financial decisions play a critical role in maximizing an organization’s business value.Corporate finance will address these issues to help managers make value-enhancing decisions.This business and management course will introduce you to the role of corporate finance in an organization and the tools used to evaluate investment proposals.The course will cover commonly used tools and techniques that help managers make decisions that create value for their organizations such as time value of money, opportunity cost, net present value and internal rate of return.If you are interested in creating value for your organization, then this course is for you. Business & Management

For over two millennia, Jews throughout the entire world have been committed to reading, interpreting, and living their scriptures. But what are the Jewish scriptures? When were they written? And why are they relevant in the 21st century?This religion course introduces students to the diversity of the ever-expanding Jewish canon and the equally diverse ways of reading it. It will examine how Jews, ancient and modern, drew inspiration and guidance from the traditional texts while simultaneously reinterpreting their contents in light of new circumstances. The religion we call “Judaism” emerges at the nexus of text, interpretation, and lived tradition.Whether you are a long-time student of the Jewish scriptures or a complete newcomer, this course will give you a new understanding of the fascinating roles that sacred texts have played in the rich history of Judaism. Humanities

This course is part of W3C's "Front-End Web Developer" Professional Certificate.Have you just begun your journey into Web development? This course will introduce you to the basics of Web design and teach you how to style your Web site for a professional look and feel.The Microsoft team and experts from the World Wide Web Consortium (W3C) will guide you step-by-step in using the latest Web standards to structure your content and presentation like a professional. In this course, you will explore numerous CSS features to help you control the look and feel of your site such as colors, fonts and layout. By the end of the course, you should understand all the fundamental elements of CSS and how to use them effectively.It is recommended that you are at least a little familiar with HTML before taking this course, but we will be providing you with the HTML code when necessary. Computer Science

Information Security is everywhere: as the world becomes more and more digitized, so it becomes more and more hackable. Cyber attacks, data breaches, and even cyber warfare are all very real - so it is infinitely important to understand how hackers think and act, and how you can fight back.In this course, which is the first part of the Unlocking Information Security program, you will learn the basic terminology and concepts in the field of information security. You will explore different types of vulnerabilities through famous examples of design flaws, implementation bugs and social engineering.You will then move on to discover the art of cryptography, from ancient times to the modern era, and learn about famous ciphers, how they can be cracked, and what can be done to thwart such attacks. Next, you will learn about an important aspect of cryptography that involves no secrets at all: hash functions. You will understand what they are, how they can be used, and how they can be attacked.You will then combine everything you've learned and take a critical view of different authentication schemes: passwords, challenge-response systems and biometrics. Finally, you will learn about the most critical vulnerability of all times - Buffer Overflow. This course was produced at Tel Aviv University by TAU Online - learning innovation center. Computer Science

Strong leadership is regarded as one of the best predictors of organizational success and critical human capital required for career progression in almost every organization. However, leadership is also a highly complex and often misunderstood phenomenon. It‘s hard to define, but we all know good and bad leadership when we see it.This course will equip aspiring leaders with an understanding of what leadership is and how an individual can develop the skills required to become an effective leader in their organization. Taught by instructors and presenters with decades of business and not-for-profit leadership experience, you will learn the difference between leadership and management, the importance of understanding others and building empathy and relationships, and gain a better understanding of the different leadership styles you may encounter throughout your career.Learn through a series of engaging videos, interviews, case studies, written reflections, peer feedback, and other self-insight activities. Our instructors and faculty will help you identify your own values and ethics as a leader, and most importantly, build your self-efficacy, your confidence and belief in your own ability to achieve intended results. Communication

Want to learn how to get people to engage with your brand, but not sure where to begin?Digital technology has rapidly evolved in the last decade, and so too has the way people communicate. Businesses can no longer rely solely on traditional business models to build brand awareness.In today’s interconnected, hyperaware world, brand awareness and brand engagement are synonymous. We are in the age of digital brand engagement, where brands need to participate in, and inspire, a two-way conversation with their consumers.This course will teach you about this shift and how it has altered the way brands communicate with their audiences. You will learn about the challenges of managing a digital brand and how rich and compelling content, combined with digital distribution, are integral to brand engagement.This course is part of the CurtinX MicroMasters Credential in Marketing in a Digital World that is specifically designed to teach the critical skills needed to be successful in this exciting field. In order to qualify for the MicroMasters Credential you will need to earn a Verified Certificate in each of the five courses. Communication

This course serves as an introduction to the exciting field of cybersecurity.As our daily lives become more and more dependent on Internet-based tools and services, and as those platforms accumulate more of our most sensitive data, the demand grows for experts in the field of cybersecurity.In this course, you will gain an overview of the cybersecurity landscape as well as national (USA) and international perspectives on the field. We will cover the legal environment that impacts cybersecurity as well as predominant threat actors.By the end of this course, you will be able to Computer Science

It is an essential ability for academic researchers to master the academic skills and join in academic communications. This course encourages you to read, write and share your ideas while studying English for academic purposes.The course is divided into 8 research topics, involving life sciences, art, society, engineering, psychology, economics, management, and architecture.In this course, there are:academic words and analysis of textslearning strategiesseminars on academic reading and writingmini-conferences on academic topicssimulation of academic reportstechniques for academic writingThis course will help you improve the academic English skills. Besides, with students from different disciplines sharing their insights on the research, we hope to get you prepared to join in seminars and mini-conferences. Come and join us on this journey of academic English!Learn academic words in different disciplinesRead and share academic papersWrite and publish academic papers Language

How can poor societies become prosperous and overcome obstacles to do so? Professor Sir Paul Collier is one of the world's leading scholars on this question, and in this economics course you will have the opportunity to learn from him directly.This course will discuss and examine the following topics:Enrol in this course to understand the factors that influence economic development and the different development paths that countries across the world have taken.By the end of the course, you will be able to: Social Sciences

This short literature course, based on the first half of the Masterpieces of World Literature edX MOOC, examines how civilizations and cultures of the ancient world defined themselves through literature and how that literature has continued to contribute to our understanding of those civilizations and cultures today. Cities, nations, and empires from antiquity through the middle ages drew on foundational histories and myths for their identities, relating these narratives through generations by means of oral-storytelling and new writing technologies. These epics, story collections, and novels, which take a keen interest in heroic travelers, would eventually travel themselves, finding new global audiences as the first works of world literature. Tracing developments in language, writing, and literary genre, this course also travels in time, from legendary accounts of ancient kings to histories of medieval courts and early-modern exploration. We will stop to consider how all of these texts affected the history of their own eras, but also how they have continued to find new prominence and significance in ours. Literature

In the first act of William Shakespeare’s The Merchant of Venice , the Jewish moneylender Shylock proposes a “merry sport” to the merchant Antonio: he will lend Antonio the money he needs if Antonio agrees to let Shylock take a pound of his flesh should he default. Shylock calls this contract a “merry bond,” and Shakespeare’s First Folio calls the play a comedy. But what does Shylock want from the bond, and how merry does the play ultimately prove?In this course, Harvard professor Stephen Greenblatt guides learners through an in-depth exploration of the character of Shylock. You'll learn about Jewish history in Europe, how early audiences might have responded to the play, and the history of the play’s production through the twenty-first century.With short video lectures, readings from the play, and explorations of adaptations, you will develop critical tools with which to unlock the play's possible meanings.If you're reading The Merchant of Venice for the first time, this course is a great introduction. If you're reading it for the hundredth time, it is the perfect chance to renew your understanding of one of Shakespeare’s most polarizing plays. Humanities

How can we get people to save more money, eat healthy foods, engage in healthy behaviors, and make better choices in general? There has been a lot written about the fact that human beings do not process information and make decisions in an optimal fashion. This course builds on much of the fascinating work in the area of behavioral economics and allows learners to develop a hands-on approach by understanding its methods and more importantly, how it can be harnessed by suitably designing contexts to “nudge” choice. In three modules, learners will be able to a) explain and interpret the principles underlying decision-making and compare the nudging approach to other methods of behavior change, b) learn how to critique, design and interpret the results of experiments; and c) design nudges and decision-tools to help people make better decisions.Understanding experimental design and interpretation is central to your ability to use behavioral economics effectively, and will set you apart from people who merely know about the behavioral results. After the first two weeks learning the basic principles, we will devote two weeks to studying experimental design and analysis, and the final two weeks to understanding processes for designing nudges and for helping people make better decisions.You will also witness and participate in weekly topical debates on various topics like “does irrationality impact welfare?” or “what strategy is better for improving welfare – nudging or education?” Several leading scholars, policy makers, business people, authors and commentators will briefly join our debate and discussion sections. These guest lecturers include Professor Sendhil Mullainathan (University of Chicago), Professor John Lynch (University of Colorado), Rory Sutherland (Ogilvy Group), Owain Service (formerly Behavioural Insights Team, UK Cabinet Office), Shankar Vedantam (NPR Columnist and Author – The Hidden Brain), Professors Andrew Ching, Avi Goldfarb (University of Toronto), Nina Mazar (BostonU), Itamar Simonson (Stanford) and many others!This course was originally developed in 2013, and the field has changed over the past 7 years. That said, a) the course provides foundational content that is still very relevant, and b) the material has been updated over the years to capture newer developments. The course will conclude with a summary of the newest developments in the field, and will provide links to resources that learners could access for continued learning. BE101x will be in self-paced format; learners are invited to work through the materials and assessments at their own convenience. The content is based on work done at the University of Toronto’s BEAR centre. Business & Management

Want to learn how to think clearly about important financial decisions and improve your financial literacy? Finance for Everyone will showcase the beauty and power of finance. This Beginner finance course will be a gateway into the world of finance and will examine multiple applications to apply to your everyday life. Join us to better understand how to apply frameworks and tools to make smart financial choices.You will be able to value the impact of different choices available to you: from renting or buying, evaluating car, home and student loans, or deciding whether to go to college versus pursuing a new idea to simply understanding how the financial world works.Starting with time value of money, the course will help you develop a full appreciation for the many applications of finance. Using real world examples, the course will enable you to understand and analyze many personal and professional decisions we confront on a daily basis. You will understand stocks and bonds, learn to allocate scarce resources in a value-add way, and adopt smart tools for making every day decisions.Finance is simultaneously a way of thinking and a set of tools. Finance is everywhere. There are no prerequisites for this course except for a sense of curiosity and a positive attitude. However, a comfort level with algebra and numbers and an understanding of accounting (the language of business) will clearly help. We will, however, try to cover everything starting with fundamentals and highlight when there is a need to do some further work in specific subjects. Business & Management

This course was created to guide aspiring and active startup entrepreneurs and corporate innovators that feel...It’s common to desire...This course will help you to...The course provides an innovative model to create the value proposition, team strategy, market strategy, and financial strategy to:With these skills, you will be equipped to lead customer discovery and customer validation, understand business strategy and customer segmentation, create innovative products, enter new markets, design revenue models with predictable revenue stream, and achieve a sustainable competitive advantage. Business & Management

In the past year, we have witnessed unprecedented disruption. Climate strikes, the COVID-19 pandemic and global protests against racial injustice all point to a pressing need for societal renewal. To catalyze this renewal we need to learn not from the past, but from a future wanting to be born. How to activate our capacity to lean into the emerging future may well be the most important leadership challenge of our time. How do you cultivate curiosity, compassion and courage in the face of prejudice, anger and fear? How do you step into action for the well-being of all?This course is an introduction to a method called Theory U, developed at MIT, for leading such change in business, government, and civil society contexts worldwide. u.lab will guide you in applying Theory U to an issue that matters to you, building your capacity to lead transformative change in the process. You will do so with fellow change makers locally and around the world. Join us as we co-pioneer new approaches to today’s most important social and environmental challenges.----NOTE: Translations are not available for all videos and/or in all languages. We hope to have more complete translations in the future, and we are looking for volunteers to help with this task. Please contact Sarina atbouwhuis@presencing.com if you are willing to volunteer. Business & Management

Electric vehicles are the future of transportation. Electric mobility has become an essential part of the energy transition, and will imply significant changes for vehicle manufacturers, governments, companies and individuals. If you are interested in learning about the electric vehicle technology and how it can work for your business or create societal impact, then this is the course for you. The experts of TU Delft, together with other knowledge institutes and companies in the Netherlands, will prepare you for upcoming developments amid the transition to electric vehicles. You'll explore the most important aspects of this new market, including state-of-the-art technology of electric vehicles and charging infrastructure; profitable business models for electric mobility; and effective policies for governmental bodies, which will accelerate the uptake of electric mobility. The course includes video lectures, presentations and exercises, which are all reinforced with real-world case studies from projects that were implemented in the Netherlands. The production of this course would not have been possible without the contributions of the Dutch Innovation Centre for Electric Road Transport (D-INCERT) and is taught by experts from both industry and academia, who share their knowledge and insights. Engineering

Marketers want to understand and forecast how customers purchase products and services and how they respond to marketing initiatives.Learn how analytics help businesses drive marketing to maximize its effectiveness and optimize return on investment (ROI).In this course, part of the Business Analytics MicroMasters program, discover how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact for:You will learn how to use probabilistic models and optimization tools to model customer demand forecasts, pricing sensitivity, Lifetime Value and how to leverage such data to make optimal decisions on designing new products, marketing segmentation and strategy.Skills acquired after the course: Business & Management

This course provides an introduction to the foundational activities related to design thinking: a flexible, yet systematic process to define and solve problems. A common misconception is that design thinking requires artistry, but it is not centered on artistic principles. Design thinking is a strategy and mindset that can be applied to any industry to solve problems.As part of the Design Thinking MicroMasters program, this course will explore methods used to evaluate problems, develop ideas, and create innovative solutions with the user in mind. Focusing on the importance of user understanding and the development of desirable, feasible, and viable ideas, this course will provide an overview of the design thinking process from end to end. Business & Management

¡Bienvenidos y bienvenidas! (Welcome!)In this Spanish course, you will learn basic vocabulary to talk about yourself and your everyday life, in the present, in the future and in the past, in simple and brief communication situations. You will learn expressions of time, how to express things that will happen in the future, vocabulary related to the shopping list, how to express an opinion, talking about your health, and about experiences and activities that happened in the past. At the end of the course you will be able to communicate in everyday situations according to the A2 proficiency level (elementary) as described in the Common European Framework of Reference for Languages ​​(CEFRL, Council of Europe). The course, which is designed for English speakers, offers a variety of exercises after going through the stages of content presentation, comprehension and production. You have videos, small texts and audios to improve your pronunciation, glossaries, activities for oral practice with other course students, quizzes, grammar cards and recommendations on external Internet resources to continue learning more and more Spanish. The topics on which the activities revolve are work life, family life, city life and outdoor life. As you can see, a bit of everything to be able talk about yourself and to engage in everyday communication. We hope you like our menu. ¡Buen provecho! (Bon appétit!)Basic vocabulary to be able to use and understand information related to:Basic grammatical structures such as articles and nouns, adjectives, present, future and past tenses of regular and irregular verbs. Language

This course offers an interdisciplinary approach to sustainabilityin Architecture. Learners will be introducedto the basic elements of sustainability assessments (first model layer), as well as trends informing the space today. The coursework enables students to develop a conceptual neighborhood model for assessing performance and urban policies. In the first week,participants willlearn todevelop a conceptual model from the architectural elements of buildings; the basic building blockof which will be theperformance of materials. The second weekexploresmethods of optimizing performance. Coursework willdetail the needs and constraints inherent in selecting materials and neighborhood urban elements (the second model layer for green, blue and grey infrastructure). In the third week, learners will developthe basic tools for introducing energy and measuring the potential impact on climate change (CO2). A new layer (third) on our neighborhood stainability model, this will be approached from a global perspective. In the fourth and finalweek, the course will explore techniques for a joint assessment directly connected to policy issues. Architecture

This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the Python built-in data structures such as lists, dictionaries, and tuples to perform increasingly complex data analysis. This course will cover Chapters 6-10 of the textbook "Python for Everybody". This course covers Python 3. Computer Science

This course focuses on early-stage biotechnology companies, with particular emphasis on understanding the underlying science, technology, and disease targets—together with the application of novel business structures and financing methods—to facilitate drug discovery, clinical development, and greater patient access to new therapies.Current research is enhancing our understanding of the genetic, molecular, and cellular bases of many human diseases, and is leading to many new types of biotherapeutics that we will cover in this course, including recombinant therapeutic proteins; monoclonal antibodies and antibody drug conjugates; cancer immunotherapies, replacement cells and genetically engineered cells; and nucleic acid and gene therapies. Translating these discoveries into drugs and diagnostics increasingly requires the establishment of for-profit companies, but funding for early-stage development of novel therapies is becoming scarcer, especially for therapeutics for “rare” diseases that affect small populations. The dearth of funding for early-stage biotherapeutics companies in the so-called “Valley of Death” can be attributed to several factors, but a common thread is increasing financial risks in the biopharma industry and greater uncertainty surrounding the scientific, medical, economic, political, and academic environments within the biomedical ecosystem. Increasing risk and uncertainty inevitably leads to an outflow of capital as investors and other stakeholders seek more attractive opportunities in other industries.By applying financial techniques such as portfolio theory, securitization, and derivative securities to biomedical contexts, more efficient business and funding structures can be developed to reduce financial risks, lower the cost of capital, and bring more life-saving therapies to patients faster. Thus this course will also cover basic financial analysis for the life-sciences professional; the historical financial risks and returns of the biotech and pharmaceutical industries; the evaluation of the science and business potential as well as the mechanics of financing biotech startups; capital budgeting for biopharmaceutical companies; and applications of financial engineering in drug royalty investment companies, biomedical megafunds, drug approval swaps, and life sciences investment banking. Business & Management

Want to study for an MBA but are unsure of basic financial concepts? This business and management course prepares you for studying finance in an MBA program and in business generally.You will learn key financial topics such as present value, Internal Rate of Return (IRR), capital budgeting, equity, bonds, diversification, portfolio choice and the Capital Asset Pricing Model (CAPM), all of which are often discussed and explored in great detail in MBA programs across the globe as well as everyday business operations.A completely online course, you can work wherever and whenever you choose: at home, in the workplace, at a library, coffee shop or even while travelling (with the appropriate network access).This course employs a ‘supported learning’ model. To help you achieve the optimum learning outcomes from this module, Imperial College Business School provides access to an expert online tutor who will support you through the learning materials and associated activities.No previous financial knowledge is needed. Join us as you start your journey into the world of finance for management. Business & Management

The Internet of Things (IoT) is expanding at a rapid rate, and it is becoming increasingly important for professionals to understand what it is, how it works, and how to harness its power to improve business. This Beginner course will enable learners to leverage their business and/or technical knowledge across IoT-related functions in the workplace.In the course, we will examine the concept of IoT. We will look at the ‘things’ that make up the Internet of Things, including how those components are connected together, how they communicate, and how they value add to the data generated. We will also examine cybersecurity and privacy issues, and highlight how IoT can optimize processes and improve efficiencies in your business. Computer Science

Poor mental health affects one in four people, and young adults are particularly susceptible. Do you feel confident approaching the topic of mental health with people you care about, or are concerned about?'Talk to Me': Improving mental health and suicide prevention in young adults , is a German-Australian collaboration developed in response to the growing need to provide young people and those around them with the knowledge, skills, and understanding to recognise, identify, and respond to mental health challenges in themselves and others.Key topics in this MOOC include understanding contributing factors to poor mental health, how to talk about addressing poor mental health, and strategies to increase mental fitness.Please note: This course contains content that crosses over with TTM2x: Managing Study, Stress, and Mental Health at University (Modules 1 and 2). However, this MOOC contains an extra four modules of content which are aimed at parents, teachers, health professionals, GPs, social workers, counsellors, coaches, and other 'gatekeepers' - people in positions of responsibility with regular contact with young people.We are grateful to the following organisations for their contribution to and continued support of this MOOC: Health & Safety

This course sets the foundation for SEMPER members’ disaster knowledge, which will be supplemented by in-person lectures as well as field exercises. All SEMPER members are required to complete this course. Non-SEMPER members interested in learning more about disaster medicine or any person wishing to deploy to a disaster is also welcomed to complete this course.Disaster Medicine Training is a self paced-course, featuring video lectures with questions and case scenarios following each module. You will take an overall pre-test before you start the course and a post-test after you complete all the modules. A score of 80% or higher on your post-test will earn you a Statement of Accomplishment. Medicine

Your body is not only made up of human cells, but also by trillions of bacteria, fungi and viruses. Together they make up the human microbiome and have a tremendous impact on your health. For example, what you eat and drink impacts the gut microbes of the human gut microbiome. In this course, you will learn how the human microbiome plays an important role in maintaining normal gut function, digesting certain nutrients, early life development, behavior and disorders like irritable bowel syndrome (IBS), obesity and diabetes. You will learn how to distinguish fact from fiction about the role of the gut microbiota in health and disease. Today, important research topics focused on nutrition, health and ageing lay within the study of microbiota composition, function and applicability. This course will help health care professionals gain a basic academic understanding of the human microbiome and the impact on human health. You'll discover the latest academic insights about food fibers, added bacteria, probiotics and microbiology. This knowledge can be applied by health care professionals in their daily practice because gut health is a hot topic, not only among researchers, but especially for health care professionals and consumers alike. Many patients with allergic issues struggle with gut health. Emerging research is connecting an imbalance of the microbiota in the gut microbiome to multiple disease states, including allergies. When finishing this course, you will know about the latest acdemic insights and how to apply them in your daily work.In this course you'll learn that the human microbiome plays an important role in maintaining normal gut function, digesting certain nutrients, early life development, behavior and, disorders like irritable bowel syndrome (IBS), obesity and diabetes. Discover the complexity in maintaining a balanced healthy life and learn:  Health & Safety

Customer Relationship Management, also known as CRM, helps businesses successfully implement strategies, practices and technolgies aimed at winning and retaining customers profitably. The objective of this business and management course is to equip you with a sound foundation of CRM concepts and best practices so you can implement CRM practices successfully for long-term profitability.Businesses aim to win and keep customers. Their competitors also seek to do the same. Even the most successful firms, with excellent marketing programs for attracting customers, have trouble with customer retention.In this course, you will learn how to shift from a short-term customer transaction based mode of operation to a long-term relationship mode and understand the benefits of having strong customer relations.Topics covered include: Business & Management

How can you improve your understanding of Islam and its most important holy text, the Quran? How can you make sense of a tradition and a text that have been interpreted in different ways across vast geographical spaces for nearly a millennium and a half?Using a multimedia and student-centered approach, this religion course provides tools and perspectives for understanding the role of the Quran in the Islamic tradition. Learners will develop the skills and context to read the text themselves, while also being introduced to some of the issues classical and contemporary interpreters have addressed. This approach enables learners to explore the influence of the Quran on diverse Muslim understandings of Islam. Humanities

The Mechatronics Revolution is upon us. Never before has it been easier to build robotic devices and computer-controlled machines. The confluence of low-cost embedded computers, sensors, and actuators has made experimentation and prototyping easier than ever. Course modules will explore the mechatronics design process, fundamentals of microcontrollers, embedded systems programming, actuator control, and sensor interfacing. Through several hands-on labs, students will solidify their knowledge of core mechatronics concepts and gain real-world experience building their own mechatronic systems. Upon successful completion of the course, students will be equipped with the fundamental knowledge they need to harness the Mechatronics Revolution. To complete the lab assignments in the course, students must purchase the mechatronics lab kit, TI-RSLK-Mechkit (available on Mouser.com for $119). Purchase of the kit or its components is required for all students on the Verified track. The kit provides all the materials needed to complete the lab assignments and build a small robot. Currently Mouser does not deliver to a few specific regions and countries such as Nigeria. Students who cannot purchase the kit from Mouser can purchase the parts included in the kit separately from other vendors as described here. Audit students who do not wish to complete the labs but want to follow the lectures may optionally purchase the TI MSP432 Launchpad development board for $19.99. This will allow students to practice microcontroller programming skills as demonstrated in the course videos. Engineering

In order for a manager to effectively perform their role they must have an understanding of accounting information, as accounting systems generate information that is used by both internal and external stakeholdersHaving a good understanding of accounting allows managers to communicate with the finance department, bankers, suppliers and even tax authorities.In this finance course, you will learn how to read and understand financial statements. You will learn all relevant and important terms as they relate to the three financial statements - balance sheet, income statement and cash flow statement. Subsequently, you will develop the capability to analyze business performance through financial statements. You will see how the performance of any organization is impacted by four fundamental drivers of profitability - asset management, cost management, leverage management and tax management.In the second part of the course, you will learn how to manage costs. We will cover product costing, budgeting , budgetary control and cost analysis for decision making.Successfully completing this course will transform you into a manager who is confident while discussing and handling accounting and financial matters in the workplace, and help you as you move forward in your managerial career and take on senior roles. Business & Management

Inthis course, part of the C Programming with Linux Professional Certificate program,you will learn to use logical statements and arrays in C. Logical statements are used for decision-making with follow-up instructions, based on conditions you define. Arrays are used to store, keep track of, and organize larger amounts of data. You will furthermore implement some fundamental algorithms to search and sort data. Within moments of this course, you will be coding hands-on in a new browser tool developed specifically for this course, receiving instant feedback on your code. No need to install anything! Why learn C? Not only is it one of the most stable and popular programming languages in the world, it's also used to poweralmost allelectronic devices. The C programming language represents one of the building blocks of modern computer information technology. By the end of this course, you willhave gained experience with programming concepts that are foundational to any programming language and be one step closer to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science

What separates a successful leader from a mediocre one? In this course, you will learn what successful 21st-century leaders look like and how you can adopt their inclusive leadership style. Using research and best practices, as well as stories from great leaders and everyday people, you will practice empowerment, accountability, courage, and humility—key leadership skills linked to inclusive, successful teams. Throughout the course, you will meet people like yourself, who want to be the best leaders they possibly can by incorporating inclusive leadership into their everyday lives. With short quizzes and compelling case studies, you will refine your skills each section. Most importantly, you will apply your new leadership skills through exciting real-life exercises. At the end of the course, you will create a Personal Leadership Plan that will help you continue to develop your skills, knowledge, and awareness in your quest to become a successful, inclusive leader. Communication

English for Journalists offers instruction in English language development for students who are studying journalism, or working journalists who want to improve their English proficiency. Students with a basic understanding and interest in journalism are encouraged to sign up.In this communication course, you will learn about key topics that are essential to journalists working around the world. These topics include:Issues in English vocabulary, idioms, and grammar are explored as well.“English for Journalists” is sponsored by the U.S. Department of State, and developed in partnership with the Regional English Language Office in Central and Southeastern Europe, the Voice of America, and English language educators across Central and Eastern Europe. This course is being offered by UC Berkeley as part of the U.S. Department of State’s MOOC Camp. Communication

This is a self-paced course that provides an Introduction to NetworkingCourse topics include:By the end of this course students should be able to:  Computer Science

Want to study for an MBA but unsure of your basic accounting skills? Paving the way for MBA study, this course will teach you the foundational accounting skills needed to achieve success on an MBA program and in business generally.You will be introduced to the principles of accounting and learn about the basic financial statements, including the income statement, the balance sheet and the cash flow statement. You will learn how to read and interpret this information in order to make informed business decisions.This course assumes no prior knowledge of accounting. Concepts are explained clearly and regular activities offer you the opportunity to practice your skills and improve your confidence. Business & Management

In this Beginner Java programming course, you will be introduced to powerful concepts such as functional abstraction, the object oriented programming (OOP) paradigm and Application Programming Interfaces (APIs). Examples and case studies will be provided so that you can implement simple programs on your own or collaborate with peers.Emphasis is put on immediate feedback and on having a fun experience. Programming knowledge is not only useful to be able to program today’s devices such as computers and smartphones. It also opens the door to computational thinking, i.e. the application of computing techniques to every-day processes.This edition is an improved version of the course released in April 2015. Computer Science

Learn about the inspirational work of the leading European painters from approximately 1400 to 1800, and explore the issues expressed through the art of painting. Included in this broad time frame are the works of Leonardo da Vinci, Caravaggio, Velázquez, Rembrandt, Vermeer and Goya.Painters during this period were concerned with ideas such as the pursuit of beauty, the pleasures and pains associated with love, the demonstration of power and status, or the relationship of men and women to the divinity and to nature. In paintings from this period, we find traces of the emergence of the modern mind set, and perspective on issues such as the respective roles of women and men in the world.This course focuses on images of paintings by the artists listed in the course syllabus. The discussions that will take place in the “course forum” will allow us to touch upon a broader range of issues. Humanities

Java is one of the most in-demand programming languages today. This course is designed to provide students the basic skills and knowledge on Java. Learn how to solve programming problems using functions, for loops, conditional statements, recursive algorithms, and learn about the Object-Oriented Paradigm (OPP). Engineering

In this course, you'll learn about Data Science tools like Jupyter Notebooks, RStudio IDE, and Watson Studio. You will learn what each tool is used for, what programming languages they can execute, their features and limitations and how data scientists use these tools today.With the tools hosted in the cloud, you will be able to test each tool and follow instructions to run simple code in Python or R. To complete the course, you will create a final project with a Jupyter Notebook on IBM Watson Studio on Cloud and demonstrate your proficiency in preparing a notebook, writing Markdown, and sharing your work with your peers.This hands-on course will get you up and running with some of the latest and greatest data science tools. Data Analysis & Statistics

This statistics and data analysis course will pave the statistical foundation for our discussion on data science.You will learn how data scientists exercise statistical thinking in designing data collection, derive insights from visualizing data, obtain supporting evidence for data-based decisions and construct models for predicting future trends from data. Computer Science

International law can be considered as the law of the international community, the law that governs relations between States. But it also relates to what international organizations do and, increasingly, it concerns individuals, corporations, NGO's and other non-state actors.As the world becomes more interdependent and more complex, and as new institutions are put in place to make international law more effective, international law has become an exciting, expanding field. Never before has it been so relied upon, used and developed. Despite their differences in size, power, culture, religion and ideologies, states rely on international law to cooperate and to coexist; they speak the language of international law and international law serves them as an important common language.This law course will extensively rely on judgments and advisory opinions of the International Court of Justice (ICJ), which is the principal judicial organ of the United Nations (UN).Having acquired a basic knowledge of international law, you'll find it easier to comprehend this subject in future international law sub-fields, like international human rights, international humanitarian law or international investment law.This course will teach you what international law is, the role it plays in the world today, how it can be used. You will also gain knowledge to help you better discern legal arguments within the flow of international news and reports.This course is part of the International Law MicroMasters Program that is designed to give learners a critical understanding of how international relations between States and individuals are dealt with, regarding the law. Law

Do you want to learn about an industry that is dynamic, fun, evolving, and always challenging? At its peak, tourism supported over 300 million jobs globally and in 2018 generated US$1.65 trillion in international receipts. By taking this course, developed around one of the world's premier destinations, Queensland in Australia, you will experience challenges, and solutions, reflective of the ever-changing global tourism and travel industry. Tourism is an aspiration for millions of people globally, and has proven to be a highly resilient sector, which is vital to many economies. This course will provide you with substantive insights into the management challenges facing destinations and operators. It will show you the proper steps to follow forresearch-informed resolutions. The course comprises seven modules, with each module co-delivered by two or more expert academics. Developed in partnership with Tourism and Events Queensland, the statutory marketing authority for tourism in Queensland, several modules have been shot on-location across Queensland's premier tourism destinations. The course features case studies of leading tourism and hospitality companies and interviews with prominent industry professionals. In addition, you'll hear from public sector officials representing government, peak industry bodies, destination management and marketing organisations, hotels and resorts, attractions, tour operators, transport and local communities.Eleven leading academics share their expertise taking the learner through a visceral journey of self-discovery and exploration of various aspects of tourism planning, management of services and experiences, the changing role of technology in decision-making, and management of workforce and risk in tourism.The course is particularly designed for:^ Course image credit: Tourism Events Queensland Business & Management

Learn about project management from a multidisciplinary perspective, as we cover fundamental tools and techniques for managing a broad range of projects.You will learn about the project management life cycle from initiation to closing. We will address the behavioral and quantitative facets of project management, as well as the use of methods, tools and techniques for the initiation, planning, execution and closing of projects. The course will be divided by the project life cycle phases.First, we will cover project initiation. We will review projects in organizations, project selection models, the project manager role and project organization structures to better understand how a project is initiated. You will also learn how to create a key project management deliverable, the project charter.Second, we will cover the project-planning phase. You will learn how to build a comprehensive project management plan covering the key aspects of risk, quality, scope, schedule, cost, time, resource and communications.Third, we will cover the project execution phase. We will explore the monitoring and control of a project including earned value analysis and project reporting. Case studies and examples will be used to help you understand the correct actions for a project manager to take to keep a project in control.Finally, we will cover the project closing phase, where we explore the tasks to complete an effective project closure.This course is part of the RIT Project Management MicroMasters Program that is designed to teach the skills and behaviors necessary to be successful in a project management career. In order to qualify for the MicroMasters Credential, you will need to earn a verified certificate in each of the three courses as well as pass a capstone exam. Business & Management

In the third edition of Solar Energy, you will learn to design a complete photovoltaic system. This course introduces the technology that converts solar energy into electricity, heat and solar fuels with a main focus on electricity generation. Photovoltaic (PV) devices are presented as advanced semiconductor devices that deliver electricity directly from sunlight. The emphasis is on understanding the working principle of a solar cell, fabrication of solar cells, PV module construction and the design of a PV system. You will gain a greater understanding of the principles of the photovoltaic conversion— the conversion of light into electricity. This course explores the advantages, limitations and challenges of different solar cell technologies, such as crystalline silicon solar cell technology, thin film solar cell technologies and the latest novel solar cell concepts as studied on lab-scale. We will discuss the specifications of solar modules and demonstrate how to design a complete solar system for any particular application.Education MethodThe class will consist of a collection of eight to twelve minute lecture videos, exercises, assignments and exams. Specified assignments and the three exams will determine the final grade. The new textbook on “Solar Energy, basics, technology and systems” from the Delft University of Technology will be available for the students on-line and free of charge. Your course staff will encourage and challenge you to learn from, and interact with, your fellow students by helping each other and sharing ideas and best practices, in the course forum. We were happy to see the incredible number of interesting student videos on solar energy systems from all over the world in the previous edition of this course.Professor Smets was the first ever recipient of the edX Prize for Exceptional Contributions to Online Teaching and Learning. His previous online courses attracted over 150,000 students worldwide, who were inspired to take their first steps in the transition to renewable energy. Engineering

When asked, many people cite public speaking as one of their biggest fears. In fact, many renowned public speakers admit that they were once extremely anxious about speaking in front of groups.Good public speaking is more than a performance. It is the result of:In this course, part of the Communication Skills Professional Certificate program, you will study methods that help to reduce anxiety, build confidence, and customize a process that will result in successful speaking experiences.This course is designed to equip you with knowledge of the principles necessary for formal public speaking with an emphasis on organization, evidence, language use, strategy, delivery, ethics, and effective use of media aids. Communication

Stress, anxiety, and burnout are rampant across workplaces today: 80 percent of workers feel stress on the job, and nearly half say they need help learning how to manage it. While many organizations may assume that intense stress is unavoidable, even admirable, research suggests that too much stress is toxic to our health and performance, leading to burnout and harming the culture of organizations as a whole.This course offers research-based strategies for building resilience to stress and fortifying our well-being in the face of challenges. It explains the biological and psychological impact of stress, helps you distinguish between harmful and helpful forms of stress at work, and provides strategies for handling stress in healthy and productive ways.The course zeroes in on the practice of mindfulness, the moment-by-moment awareness of our thoughts, feelings, and sensations that comes without judging those thoughts and feelings as good or bad. In recent years, there has been a surge in scientific research on mindfulness, with many studies documenting the value and advantages of fostering mindfulness in workplace settings. This course covers the landscape of mindfulness science, explains why it’s relevant to modern workplaces, and describes how it can be effectively folded into your workplace, drawing on case studies from several major companies that have implemented their own mindfulness programs.The course instructors are expert faculty from UC Berkeley’s Greater Good Science Center, Dacher Keltner, Ph.D., and Emiliana Simon-Thomas, Ph.D., whose earlier edX course, The Science of Happiness, has been a global phenomenon, introducing a half million students worldwide to research-based practices of mindfulness and related skills of stress reduction. In this course, they tailor their scientific insights to the needs of the modern workplace, highlighting stories of success from trailblazing organizations while also identifying challenges that workplaces may face as they try to foster mindfulness and resilience. Business & Management

In order to be effective, leaders need a high tolerance of complexity. Beyond this, they need to inform their people and the outside world of their strategies, policies and decisions. Effective leaders are often inspiring communicators - their own high tolerance of complexity helps them reduce this complexity to a concise and powerful message. This course introduces the sensemaking mindset. Your sensemaking mindset is of critical importance in motivating others to follow and support you. Your communication ability to inspire and convince is largely dependent on the way you frame your message, and on your skills at playing the game of framing and reframing. You will learn from a large variety of (video) cases and analyze a large number of situations where leaders' communication and sensemaking skills are tested and probed.The course is designed so that you are introduced to communication by reviewing public figures and politicians to bring awareness to communication techniques. Then you will see the same techniques being utilized with public figures in the engineering field. This enables you to visualize how to best utilize these communication techniques in your career successfully. Upon completion of this course you will be introduced to the sensemaking mindset, and will have learned how to use framing essentials, debating methods and pitching methods, in order to frame your communication to your team and supervisor. This will ensure that you are equipped to build winning coalitions in your own organization. Business & Management

There is an overload of information about nutrition and health, but what is the truth and what can you do to improve the health of your patients? Learn more about nutrition and how our diet profoundly impacts our current and future health. This course addresses the relationship between nutrition and human health, with a focus on health problems related to malnutrition. In this course, Professor Sander Kersten from Wageningen University & Research will explain about the micronutrient (vitamins, minerals, and trace elements) content of foods. You will learn about their role in the body and their impact on our health. Moreover, this course will discuss how suboptimal nutrition may affect human health, with particular attention to malnutrition and global hunger. You will learn about strategies to improve and combat these problems of malnutrition. Finally, the course will make you familiar with nutritional research and research methodologies. This course is especially useful for health care professionals and people working in the food industry with a non-nutrition background. You will develop a critical mind set by learning to better weigh and interpret information about food, nutrition and health. to improve overall health This course, is part of the Food, Nutrition and Health Professional Certificate Program of Wageningen University & Research. Did you already complete Nutrition and Health: Macronutrients and Overnutrition? That is the first course in the Food, Nutrition and Health Professional Certificate Program. To explore other learning opportunities about nutrition, have a look at the courses  Biology & Life Sciences

Digital Design is about designing in digital space so that the created contents can be displayed and seen on a digital device. With the availability of high computing power, designers are able to quickly create designs in digital space prior to actual deployment.In this course, you will learn the fundamental concepts of a wide variety of digital design technology and you will have the opportunity to create your own digital designs and animate them as well. The course focuses on creating 3D objects using a computer-aided design package, creating real life physical simulations and then combining the two techniques to create rendered animations. It will also introduce the virtual reality (VR) and augmented reality (AR) applications.This course allows you to get hands-on experience on different design tools so that the various outputs can be combined in a systematic way. So get started to experience this excitement of creating your own designs now whether it be for continuing education or as a hobby.At the end of the course, you will be able to: Design

Machine Learning is a growing field that is used when searching the web, placing ads, credit scoring, stock trading and for many other applications.This data science course is an introduction to machine learning and algorithms. You will develop a basic understanding of the principles of machine learning and derive practical solutions using predictive analytics. We will also examine why algorithms play an essential role in Big Data analysis. Computer Science

We will explore the psychology of our everyday thinking: why people believe weird things, how we form and change our opinions, why our expectations skew our judgments, and how we can make better decisions. We'll discuss and debate topics such as placebos, the paranormal, medicine, miracles, and more.You will use the scientific method to evaluate claims, make sense of evidence, and understand why we so often make irrational choices. You will begin to rely on slow, effortful, deliberative, analytic, and logical thinking rather than fast, automatic, instinctive, emotional, and stereotypical thinking.We will provide tools for how to think independently, how to be skeptical, and how to value data over personal experience. We will examine the mental shortcuts that people use and misuse, and apply this knowledge to help make better decisions, and improve critical thinking. Business & Management

Product management is one of the fastest growing and most lucrative jobs available today. Companies have awoken to the desperate need for product managers to create products that customers love, that integrate design, functionality, and business solutions. In our course, we define the fundamentals of product management and why this role is so coveted as a launch pad for future CEOs and startup founders.To be effective, product managers need a clear understanding of their jobs and duties. They also need a clear understanding of the required skills and competencies. An appreciation of these roles, responsibilities, skills, and capabilities is also beneficial for stakeholders and team members who collaborate with product managers.This course investigates the framework for success in product management by defining the product manager’s position in an organization and the key responsibilities. We will examine the skills and competencies most critical to carrying out those responsibilities. To further improve your understanding of product management, we will discuss how product managers engage with the product team and stakeholders to create and manage successful products.Product managers must also know how to establish, organize, and lead a team. They must know the typical product development life cycle and be able to select the right development methodology for the product and the target market. To meet these challenges to product team leadership, we will consider the phases of product development and the roles that product managers play in each step. We’ll examine a variety of team structures and product development methodologies, and the importance of establishing a team charter. Lastly, we will also explore the opportunities and challenges of market development and commercialization. We’ll provide an orientation to key marketing concepts critical to developing and commercializing innovative products and services. Business & Management

Human rights are developed through the constant dialogue between international human rights bodies and domestic courts, in a search that crosses geographical, cultural and legal boundaries. The result is a unique human rights grammar, which this course shall discuss and question, examining the sources of human rights, the rights of individuals, the duties of States, and the mechanisms of protection.We shall rely extensively on comparative material from different jurisdictions, to study a wide range of topics including, religious freedom in multicultural societies, human rights in employment relationships, economic and social rights in development, or human rights in the context of the fight against terrorism.At the end of the course you’ll be able to: Law

What does a successful early childhood care program look like? How has a child’s brain developed at the age of 3? How does nutrition impact the future well-being of a child into adulthood? Learn the answers to these questions and more in "The Best Start in Life: Early Childhood Development for Sustainable Development". With leading experts in the field – hailing from Harvard University, New York University and UNICEF, among other institutions – we’ll explore how neuroscience, sociology, anthropology and other studies have influenced our understanding of early childhood development. This course is for:  Education & Teacher Training

About this courseNow that you've taken several courses on data science and machine learning, it’s time to put your learning to work on a data problem involving a real life scenario. Employers really care about how well you can apply your knowledge and skills to solve real world problems, and the work you do in this capstone project will make you stand out in the job market. In this capstone project, you’ll explore data sets in New York’s 311 system, which is used by New Yorkers to report complaints for the non-emergency problems they face. Upon being reported, various agencies in New York get assigned to resolve these problems. The data related to these complaints is available in the New York City Open Dataset. On investigation, one can see that in the last few years the 311 complaints coming to the Department of Housing Preservation and Development in New York City have increased significantly. Your task is to find out the answers to some of the questions that would help the Department of Housing Preservation and Development in New York City effectively tackle the 311 complaints coming to them. You will need to use the techniques you learned in your previous Python, data science, and machine learning courses, including data ingestion, data exploration, data visualization, feature engineering, probabilistic modeling, model validation, and more. By the end of this course, you will have used real world data science tools to create a showcase project and demonstrate to employers that you are job ready and a worthy candidate in the field of data science. Data Analysis & Statistics

The building industry is exploding with data sources that impact the energy performance of the built environment and health and well-being of occupants. Spreadsheets just don’t cut it anymore as the sole analytics tool for professionals in this field. Participating in mainstream data science courses might provide skills such as programming and statistics, however the applied context to buildings is missing, which is the most important part for beginners. This course focuses on the development of data science skills for professionals specifically in the built environment sector. It targets architects, engineers, construction and facilities managers with little or no previous programming experience. An introduction to data science skills is given in the context of the building life cycle phases. Participants will use large, open data sets from the design, construction, and operations of buildings to learn and practice data science techniques. Essentially this course is designed to add new tools and skills to supplement spreadsheets. Major technical topics include data loading, processing, visualization, and basic machine learning using the Python programming language, the Pandas data analytics and sci-kit learn machine learning libraries, and the web-based Colaboratory environment. In addition, the course will provide numerous learning paths for various built environment-related tasks to facilitate further growth. Data Analysis & Statistics

Learn about the role of nutrition in relation to diseases of the circulatory system and diabetes, which are major causes of death worldwide. You'll learn about the etiology of heart attacks, type 2 diabetes, stroke, other forms of cardiovascular diseases and how often these occur worldwide. You will learn about biological modifiable risk factors, such as blood pressure, blood cholesterol and obesity, and how they impact these diseases in a different way.After completing this course you will also have gained adeeper insight in underlying pathophysiological mechanisms, such as insulin resistance, and the role of (epi)genetic factors. Dieticians and doctors often get questions from their patients on what they can do to improve their health.In this course,part of the Professional Certificate Program Nutrition and Disease,you will learn about the interaction between nutrients, diets and cardiometabolic disease (heart disease and diabetes). You'll learn about the current progress in nutrition and cardiometabolic disease research. You willlearn how cardiometabolic diseasescan be prevented on the population level through lifestyle and dietary modifications. This course is especially valuable for professionals (in training) from various disciplines related to nutrition and health, e.g. nutritionists, epidemiologists, public health workers, physicians, health care professionals, health policy makers, nutrition educators, biologists, and food scientists. This course, is part of theNutrition and Disease Professional Certificate Program of Wageningen University & Research. Did you already complete Nutrition and Cancer? That is the other course in this Professional Certificate Program. Food & Nutrition

This course will be offered in EnglishOne of the challenges faced every day by governments, public organizations, nongovernmental organizations, development agencies, and other stakeholders that promote economic and social development in Latin America and the Caribbean is transforming proposals into concrete realities that improve society’s well-being and provide results within the time and resources available.This course introduces concepts and tools that can be applied to project management to generate material changes and meet expected objectives with limited resources. This MOOC strengthens participants’ capacity to manage government and social projects (such as nonprofit and civil society projects) so that they are executed efficiently and effectively.70% of the students who have taken the course state that they improved their ability to formulate, implement and/or evaluate public policies.The course is based on the Inter-American Development Bank’s PM4R methodology and the PMBOK® Guide, Sixth Edition of the PMI®.Project Management for Results (PM4R) was created by the IDB’s Inter-American Institute for Economic and Social Development (INDES).Participants who receive a certificate for this course also obtain 35 PDUs, because INDES is a PMI® Registered Education Provider (R.E.P.).To pass this course, participants must dedicate approximately 3 hours per week for 10 weeks. However, the self-paced modality provides them with the flexibility to take the course over a maximum of 8.7 months, as of April 2nd, 2020.The creation of this course was funded by the Institutional Capacity Strengthening Fund (ICSF), thanks to the contribution of the Government of the People’s Republic of China.PMBOK® Guide is a registered trademark of the Project Management Institute, Inc. Business & Management

New to the cloud and not sure where to begin? This Beginner course, taught by cloud experts from The Linux Foundation, will help you grasp the basics of cloud computing and comprehend the terminology, tools and technologies associated with today’s top cloud platforms.Understanding cloud technologies tops the list of most important skills for any developer, system administrator or network computing professional seeking a lucrative career in technology. However, getting started and researching all things cloud can be complicated and time consuming. This course maps out the entire cloud landscape and explains how various tools and platforms fit together.Experts from The Linux Foundation can help guide you step-by-step as you begin to navigate the cloud. They host some of the world's leading open source cloud projects and provide training and networking opportunities to educate a talent pool to support those projects, and is a respected, neutral, non-profit education source to provide training for anyone learning how to build and manage cloud infrastructure.This course gives you a primer on cloud computing and the use of open source software to maximize development and operations. Topics covered include:No previous cloud experience is required for this course. "Introduction to Cloud Infrastructure Technologies" gives you the knowledge and tools to make smart decisions about which cloud services and applications to use depending on your needs. Computer Science

The fashion industry has a large influence on the global economy and is more and more known for its social and environmental impact. Everywhere, new sustainable initiatives are arising from recycling, upcycling to creating clothes from compostable materials. Circularity tough, is a complex phenomenon. What will the future bring us? Are we indeed going to decompose our clothes in our own garden?This online course brings you a comprehensive introduction in circular fashion brought to you by roughly thirty different experts from both academia and practice. You will learn about the versatile task of transitioning towards circular fashion, from the unique collaboration between Wageningen University & Research, ArtEZ University of the Arts and many other experts.After the course you will know the core concepts and tools to help better understand circular economy in the fashion industry. Some of the topics that are covered focus on understanding the challenge of recycling, design for circularity, alternative textiles through biobased innovation and circular business modelling to help bring innovations to the market.For whom?This course will provide designers, retailers, scientists, engineers and all working at the industry or with an interest in fashion with holistic insights in the complex challenges of circular fashion, while engaging you to start the transition to circularity within your personal and/or professional practices. We will bring together art, design and science to move beyond an ego-centric approach of fashion and start from an ecosystems perspective.Learn the theory, understand the practice and start your own circular fashion journey. Join the movement towards a circular fashion industry!1. The difference between sustainability & circularity 2. Ecosystem circularity 3. Closing the loop in fashion 4. Biobased innovation and new materialism 5. Business as crafting value  Art & Culture

Machine Learning is the basis for the most exciting careers in data analysis today. You’ll learn the models and methods and apply them to real world situations ranging from identifying trending news topics, to building recommendation engines, ranking sports teams and plotting the path of movie zombies.Major perspectives covered include:Topics include: classification and regression, clustering methods, sequential models, matrix factorization, topic modeling and model selection.Methods include: linear and logistic regression, support vector machines, tree classifiers, boosting, maximum likelihood and MAP inference, EM algorithm, hidden Markov models, Kalman filters, k-means, Gaussian mixture models, among others.In the first half of the course we will cover supervised learning techniques for regression and classification. In this framework, we possess an output or response that we wish to predict based on a set of inputs. We will discuss several fundamental methods for performing this task and algorithms for their optimization. Our approach will be more practically motivated, meaning we will fully develop a mathematical understanding of the respective algorithms, but we will only briefly touch on abstract learning theory.In the second half of the course we shift to unsupervised learning techniques. In these problems the end goal less clear-cut than predicting an output based on a corresponding input. We will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data. Some applications of these models include object recommendation and topic modeling. Computer Science

In this course, learners will begin to apply the lessons and concepts from Introduction to Corporate Finance as they begin to discuss basics of firm valuation.Follow Professor Wolfenzon's lead to learn how the free cash flow method is applied to value firms. You will also learn about valuation using multiples. Throughout the course, you will learn how to construct Excel models to value firms by completing hands on activities. Business & Management

Learn about Lean Management, a customer-centric methodology that improves processes by eliminating waste and focusing on value-added tasks.This course will introduce the main tenets of the Toyota Production System, which includes Just-in-Time manufacturing, quality management tools, and the critical concept of Kaizen, the Japanese practice of continuous improvement. You will also learn about the key organization and managerial approaches that are used in Lean.You will learn how to analyze process flows in order to establish process capacity and identify the process bottleneck. You will then calculate resource utilization and cycle time to evaluate the impact of set up times, batching, defects and reworks on key process performance measures, including inventory, flow rate and flow time.We will also discuss the impact of key concepts of Lean, including Heijunka, Kanban, Jidoka, Andon, Poka Yoke, and 5S, which help achieve increased productivity and quality.Upon successful completion of this program, learners will earn the TUM Lean and Six Sigma Yellow Belt certification, confirming mastery of Lean Six Sigma fundamentals to a Green Belt level. The material is based on the American Society for Quality (www.asq.org) Body of Knowledge up to a Green Belt Level. The Professional Certificate is designed as preparation for a Lean Six Sigma Green Belt exam. Business & Management

We live in a world of numbers. You see them every day: on clocks, in the stock market, in sports, and all over the news. Algebra is all about figuring out the numbers you don't see. You might know how fast you can throw a ball, but can you use this number to determine how far you can throw it? You might keep track of stock prices, but how can you figure out how much money you've made (or lost) in the market? And you may already know how to tell time, but can you calculate at what times a clock's hour and minute hands are exactly aligned? With algebra, you can answer all of these questions, using the numbers you already know to solve for the unknown. Algebra is an essential tool for all of high school and college-level math, science, and engineering. So if you're starting out in one of these fields and you haven't yet mastered algebra, then this is the course for you! In this course, you'll be able to choose your own path within each lesson, and you can jump between lessons to quickly review earlier material. AlgebraX covers a standard curriculum in high school Algebra I, and CCSS (common core) alignment is indicated where applicable.Learn more about our High School and AP* Exam Preparation Courses Math

LaTeX, a document preparation system, is widely used for publishing in many scientific fields like mathematics, statistics, computer science, engineering, chemistry, physics, economics, linguistics, etc.. It is a powerful and open-source system that provides numerous facilities for automating typesetting of the document: i.e. structuring page layout, listing and auto-numbering of sections, tables, figures, generating a table of contents, managing cross-referencing, citing, and indexing. Unlike other WYSIWYG editors, the content is written in plain text along with appropriate commands, thus, allowing the user to concentrate on the content rather than the aesthetics (the way it looks). The TeX typesetting program which LaTeX uses, was designed such that anyone can create good quality material with less efforts. This course introduces the basic concepts of LaTeX. Participants taking this course will be able to create and design documents in LaTeX and presentations in Beamer with confidence. Engineering

What does it take to inspire others, promote a novel idea, or even have a difficult conversation? How can you position yourself as a leader through inclusive communication? How do you know that the message you are intending to send is what is being received? Join Catalyst experts to explore this topic and the important role communication plays in inclusive leadership.All too often, we struggle to communicate effectively—particularly with others who are different from us in some way. This course will show you how the most effective communication utilizes the inclusive leadership mindset of Empowerment, Accountability, Courage, and Humility and guide you on how to use that mindset yourself. Through research and real-world examples, you will learn strategies to enhance your communication skills and approach. Topics will include understanding dialogue processes, debunking everyday communication myths, testing assumptions, listening, expressing yourself authentically, and communicating across differences. With short quizzes, compelling case studies, and engaging videos, you will develop knowledge in each section and share your experience with other learners.Throughout the course, you will create a plan of action to help apply the strategies learned in this course to your work and other parts of your life. Communication

In this anatomy course, part of the Anatomy XSeries, you will learn how the components of the integumentary system help protect our body (epidermis, dermis, hair, nails, and glands), and how the musculoskeletal system (bones, joints, and skeletal muscles) protects and allows the body to move.You will engage with fascinating videos, lectures, and anatomical visual materials (illustrations and cadaveric images) to learn about these properties and functions. Biology & Life Sciences

Conviértete en un ciudadano global y obtén las habilidades necesarias para lograr sobresalir en tu lugar actual de trabajo o poder alcanzar el siguiente paso al éxito laboral.Este curso de inglés en línea te brindará las habilidades lingüísticas y conversacionales básicas para el mundo de los negocios, lo que te permitirá comunicarte con jefes, colegas y personal en el trabajo de forma eficaz, tales como escuchar y analizar antes de hablar, plantear correctamente una presentación, dirigir una reunión o cerrar un trato.Obtén el entrenamiento profesional básico en inglés que siempre has deseado de la mano de profesionistas con experiencia en el campo laboral angloparlante y triunfa en tu lugar de trabajo, prepárate para internacionalizar tu negocio o enfrentarte al mundo globalizado gracias al uso de la terminología propia del mundo de los negocios.Logra aplicar tus conocimientos de forma proactiva, al mismo tiempo que recibes toda la enseñanza, motivación y herramientas necesarias para crecer profesionalmente con bases sólidas en este idioma, en un periodo conciso y práctico utilizando cualquier dispositivo móvil. Business & Management

Maintaining a competitive advantage takes more than great timing or a single solution. Sustainable advantage requires a well-designed and well-executed strategy. This course was created to give you the tools and frameworks you need to develop and execute a successful strategy.You’ll learn how to evaluate your own strategy, as well as how to locate sources of potential competitive advantage from a perspective that encompasses the internal, external, and dynamic fit of your strategy. You’ll also learn how to enhance your ability to assess the strategic impact of the moves of your competitors and how to maintain competitive advantage, understand the general drivers that create and sustain competitive advantage, and how to identify organizational barriers to change.By the end of this course, you’ll be able to assess and redesign your current strategy and develop plans for effective implementation to give your firm a competitive advantage. Business & Management

Learn how to statistically analyze data with the Six Sigma methodology using inferential statistical techniques to determine confidence intervals and to test hypotheses based on sample data. You will also review cause and effect techniques for root cause analysis.You will learn how to perform correlation and regression analyses in order to confirm the root cause and understand how to improve your process and plan designed experiments.You will learn how to implement statistical process control using control charts and quality management tools, including the 8 Disciplines and the 5 Whys to reduce risk and manage process deviations.To complement the lectures, learners are provided with interactive exercises, which allow learners to see the statistics "in action." Learners then master statistical concepts by completing practice problems. These are then reinforced using interactive case studies, which illustrate the application of the statistics in quality improvement situations.Upon successful completion of this program, learners will earn the TUM Lean and Six Sigma Yellow Belt certification, confirming mastery of Lean Six Sigma fundamentals to a Green Belt level. The material is based on the American Society for Quality (www.asq.org) Body of Knowledge up to a Green Belt Level. The Professional Certificate is designed as preparation for a Lean Six Sigma Green Belt exam. Business & Management

Want to learn how individuals and businesses make the decisions that drive our economy - and use those skills to ace the Microeconomics AP® exam? This is the course for you!This economics course is an introduction to basic microeconomic principles. You will learn how individuals make decisions ranging from what type of goods to buy to how many hours to work, and how firms make decisions ranging from how many workers to hire to what prices to charge. You will study how to evaluate economic outcomes from the perspective of efficiency and fairness, and discuss the proper role of the government in determining these outcomes.This course will cover all material that is required for the Microeconomics AP® exam. It will cover this material through a mix of intuitive explanations, real-world applications, and graphical and mathematical supplements that explore the content in more depth. By the end of the course, not only will you have an understanding of the most important principles of microeconomics, but you’ll be able to use these principles to better understand the workings of the real world around you!*Advanced Placement® and AP® are trademarks registered and/or owned by the College Board, which was not involved in the production of, and does not endorse, these offerings. Economics & Finance

How do electrical engineers find out all the currents and voltages in a network of connected components? How do civil engineers calculate the materials necessary to construct a curved dome over a new sports arena? How do space flight engineers launch an exploratory probe? If questions like these pique your interest, this course is for you! Calculus with differential equations is the universal language of engineers. In this course, “Engineering Calculus and Differential Equations,” we will introduce fundamental concepts of single-variable calculus and ordinary differential equations. We'll explore their applications in different engineering fields. In particular, you will learn how to apply mathematical skills to model and solve real engineering problems. This course will enable you to develop a more profound understanding of engineering concepts and enhance your skills in solving engineering problems. In other words, youwill be able to construct relatively simple models of change and deduce their consequences. By studying these, youwill learn how to monitor and even controla given system to do what you want it to do. Techniques widely used in engineering will be illustrated; such as Laplace transform for solving problems in vibrations and signal processing. We have designed animations and interactive visualizations to supplement complex mathematical theories and facilitate understanding of the dynamic nature of topics involving calculus. Math

Linear Algebra: Foundations to Frontiers (LAFF) is packed full of challenging, rewarding material that is essential for mathematicians, engineers, scientists, and anyone working with large datasets. Students appreciate our unique approach to teaching linear algebra because:In this course, you will learn all the standard topics that are taught in typical undergraduate linear algebra courses all over the world, but using our unique method, you'll also get more! LAFF was developed following the syllabus of an Beginner linear algebra course at The University of Texas at Austin taught by Professor Robert van de Geijn, an expert on high performance linear algebra libraries. Through short videos, exercises, visualizations, and programming assignments, you will study Vector and Matrix Operations, Linear Transformations, Solving Systems of Equations, Vector Spaces, Linear Least-Squares, and Eigenvalues and Eigenvectors. In addition, you will get a glimpse of cutting edge research on the development of linear algebra libraries, which are used throughout computational science.MATLAB licenses will be made available to the participants free of charge for the duration of the course. To see what former learners have to say about the course, read reviews on coursetalk.We invite you to LAFF with us! Computer Science

Interpersonal communication is one of the most important management skills: everyday we relate with our bosses, collaborators, customers and colleagues.Being a good communicator is synonym to being a good leader.Interpersonal and group communication helps us to create better business environments, and therefore, to have better results.Understand the importance of communication in people's lives and thus boost the improvement in our ability to effectively socialize.Identify the concept of communication to clarify its importance.Develop communication skills: assertiveness and empathy.Apply communication skills to performance feedback and achieve organizational objectives. Business & Management

Electric cars are more than a novel means of mobility. They have been recognized as an essential building block of the energy transition. Fulfilling their promise will imply a significant change in the technical, digital and social dimensions of transport and energy infrastructure. If you are interested in learning about the state-of-the-art technology behind electric cars, then this is the course for you! This course focuses on the technology behind electric cars. You will explore the working principle of electric vehicles, delve into the key roles played by motors and power electronics, learn about battery technology, EV charging, smart charging and about future trends in the development of electric cars. The course includes video lectures, presentations and exercises, which are all illustrated with real-world case studies from projects that were implemented in the Netherlands. This course was co-developed by Dutch Innovation Centre for Electric Road Transport (Dutch-INCERT) and TU Delft and is taught by experts from both the industry and academia, who share their knowledge and insights. Join the course and be prepared for the upcoming developments amid the transition to electric vehicles! Engineering

Cities are built site by site. Site planning has been taught in urban planning, landscape architecture and architecture programs for over a century and continues to be a foundation course for those who aspire to plan the built environment. It is a required subject on licensing and certification programs for each of these disciplines. Mastering the art of site planning requires substantive knowledge, well-honed design skills, and familiarity with examples and prototypes of site organization. This course provides the perspectives of leading academics and practitioners on the important issues in preparing site plans. It offers a foundation of knowledge, and the opportunity to apply what is learned in preparing a site plan.How to analyze a site and imagine the possibilities for its use. How to create a program and a plan for a site. How to make choices about site infrastructure. Examples of well planned sites. Design

In this macroeconomics course, you will learn to predict macroeconomic variables such as inflation, growth or consumption, and to create statistical models in economics and use them to predict responses to economic policy.You will learn from hands-on demonstrations of model-building, forecasting and policy analysis, using data sets from a wide variety of countries. Demonstrations and applications will be conducted using EViews —a popular software for estimating and simulating forecasting models on Windows. Free, temporary licenses for EViews will be made available for the duration of the course.Macroeconometric Forecasting is offered by the IMF with financial support from the Government of Japan. Economics & Finance

Algorithms power the biggest web companies and the most promising startups. Interviews at tech companies start with questions that probe for good algorithm thinking.In this computer science course, you will learn how to think about algorithms and create them using sorting techniques such as quick sort and merge sort, and searching algorithms, median finding, and order statistics.The course progresses with Numerical, String, and Geometric algorithms like Polynomial Multiplication, Matrix Operations, GCD, Pattern Matching, Subsequences, Sweep, and Convex Hull. It concludes with graph algorithms like shortest path and spanning tree.Topics covered:This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science

In this course, we go beyond the calculus textbook, working with practitioners in social, life and physical sciences to understand how calculus and mathematical models play a role in their work.Through a series of case studies, you’ll learn:With real practitioners as your guide, you’ll explore these situations in a hands-on way: looking at data and graphs, writing equations, doing calculus computations, and making educated guesses and predictions.This course provides a unique supplement to a course in single-variable calculus. Key topics include application of derivatives, integrals and differential equations, mathematical models and parameters.This course is for anyone who has completed or is currently taking a single-variable calculus course (differential and integral), at the high school (AP or IB) or college/university level. You will need to be familiar with the basics of derivatives, integrals, and differential equations, as well as functions involving polynomials, exponentials, and logarithms.This is a course to learn applications of calculus to other fields, and NOT a course to learn the basics of calculus. Whether you’re a student who has just finished an Beginner Calculus course or a teacher looking for more authentic examples for your classroom, there is something for you to learn here, and we hope you’ll join us! Math

This course is part of Global Freshman Academy (GFA), which means you can earn transferable ASU credit toward your college degree.In this college-level Precalculus course, you will prepare for calculus by focusing on quantitative reasoning and functions. You’ll develop the skills to describe the behavior and properties of linear, exponential, logarithmic, polynomial, rational, and trigonometric functions.Content in this course will be adaptive, allowing you to achieve mastery in a certain concept before moving on to the next. Utilizing the ALEKS learning system, students in this personalized, self-paced course will be instructed on the topics they are most ready to learn while also providing individualized coaching as you move through each topic.Before taking this course, you should already have a strong understanding of algebraic skills such as factoring, basic equation solving, and the rules of exponents and radicals.This 3 credit hour course satisfies the Mathematical Studies (MA) general studies requirement at Arizona State University. The cost to convert to credit is $600. This course may satisfy a general education requirement at other institutions; however, it is strongly encouraged that you consult with your institution of choice to determine how these credits will be applied to their degree requirements prior to transferring the credit. Math

This course, part of the Business Fundamentals Professional Certificate program, will sharpen your writing, presentation, and interpersonal communication skills to help you succeed in the business world. You will learn a range of successful practices and guidelines that have been derived from both research and experience.You will learn strategies for honing your communication style, improving clarity, conciseness and impact. By the end of the course, you will be able to think strategically about all forms of communication, and communicate with diverse audiences. Business & Management

We focus on critical issues, namely those that may mean life or death to a woman, depending on whether she can exercise her human rights. These critical issues include: being born female and discrimination; poverty; unequal access to education, food, paid work and health care; and various forms of violence. Topics discussed include son preference, education, HIV/AIDS, reproductive health, violence in the home and in war and refugee circumstances, women's work, sex trafficking, and aging.Our MOOC will have a special focus on creating an international network of engaged participants. We will ask participants to take part in interactive discussions to share their own experiences. We also ask participants to engage with the communities they live in, in order to deepen their understanding of the issues and tie academic ideas to real-life circumstances. Social Sciences

Blockchain technology is changing how business is executed. It's important to understand why blockchain is different and how it works in comparison with technologies of the past. The first segment of this course covers all the main concepts of what Blockchain is. It discusses how it began as a triple ledger system first introduced for the administration of the cryptocurrency Bitcoin, and how it is now applied to all aspects of business including government, banking, supply chains, and a host of other industries. It also analyzes the concept of transparent ledgers, both public and permissioned, and focuses on using cryptography to achieve consensus, immutability, and governance of transactions. This is all part of Blockchain's ability to provide "trusted data from untrusted sources," disrupting traditional accounting methodologies and international trade. The course then dives into the various methods of blockchain governance that currently exist in the marketplace as well as how consensus fits into governance. It explores how to reach consensus through proof-of-work or proof-of-stake. Other aspects of the course include examining the very specific features of blockchain that solve problems that have been difficult to overcome in the past with more centralized architectures. The final part of the course takes a deep dive into the various use cases of blockchain, complete with analyzing real examples of how different industries are executing the technology and improving their business. Examining a problem, and then depicting a blockchain use case that solves the problem, will help gain an understanding of how blockchain is applied to real-world situations. Business & Management

The purpose the tool is being used for will vary from learner to learner, but this learning covers key areas of navigation, design, sharing and presenting. You can use this learning resource as required for the areas that you need support on.This resource covers the following topic areas: Data Analysis & Statistics

Networking in the business world is key to career success. Research shows that many jobs are never officially advertised. Many companies rely on word-of-mouth advertising to hire employees, so connections with people are important! It’s also clear that English is an important language in the global job hunt. But what exactly is networking? And how do you do it in English? This course helps you understand the basics of networking and why it’s important. You’ll identify the key qualities that you personally want to focus on developing. Most importantly, you’ll grow and expand your business network and professional connections. Gain confidence in your speaking while introducing yourself in English. You’ll also learn about business culture in North America and around the globe while you improve your English language skills for increased success in networking and job hunting. Language

Chinese is a critical language for all global organizations. Mandarin Chinese Essentials features a thorough basic Chinese virtual learning experience at your pace! Switching from Latin alphabet or other phonogram languages to Chinese can be intimidating and frustrating. This prerequisite course breaks down all basic characteristics of Chinese language, ensuring you have a solid foundation to be a competent speaker in a business environment. We will introduce one rule with practices and related dialogues through videos that includepractical businessconversations. We provide solid learning system that is essential for beginners to differentiate and construct sentences, and then use them in workplace and business scenarios. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead thediscussionwitha wide variety ofpopulartopicstoaccompanyyou to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help youcommunicate more smoothly and effectively ina business environment. No previous knowledge needed. We start from the beginning! This course was developed with the assistance of Dr. Haohsiang Liao, Director of the Chinese Language Program at MIT. Language

Across the world, barriers are growing. Every day people fleeing war and persecution find the door slammed in their face.Refugees have human rights. What are these rights? Who is responsible for upholding and protecting them? How can we hold them to account?This short course will enable you to find the answers and empower yourself to defend and promote the rights of refugees and discover how you can be part of the solution.Learn from the experts, campaigners and activists at Amnesty International how to identify human rights violations and to claim, defend and promote the human rights of refugees.You will be challenged to think critically and interact with participants. Together you will learn how to empower yourselves to create change.This is Amnesty International's second human rights MOOC. Be prepared for active learning, connecting with course participants from across the world and to become part of a global community campaigning for the rights of refugees to be upheld everywhere.The course is also available in French and Spanish. Humanities

Are you interested in studying architecture or urban planning? This course will help you understand what spatial design professionals really do, so you can decide if this is the right profession for you. First, we’ll learn about the built environment, and the kinds of challenges and opportunities that architects and planners grapple with. Then we’ll discuss five short examples based on real projects. In each example, we will focus on the role played by different spatial design professionals, including urban planners, urban designers, landscape architects, architects and interior architects. You’ll gain a good understanding of what each spatial design profession does, so you can make an informed choice about what to study. The course will also be useful for anyone who needs to interact with spatial design professionals, and would like an insight into their different roles. Architecture

How do the three branches of government operate? How is power shared among Congress, the president, and the Supreme Court? What role is played by federal agencies that have no direct constitutional authority oftheir own? In this part of our series on American Government, we will examine the separation of powers among the three branches of government, and the role of voters, political parties, and the broader federal bureaucracy. We’ll explore how “the people” affect the behavior of members of Congress, what constitutes success in a president’s domestic and foreign policies, and how much power an unelected judiciary should have in a democratic system. Social Sciences

We start making negotiations as soon as our day begins, through all our interactions, either work, social, or family-related. But have you ever wondered how efficiently you negotiate, and whether you could be better at it? This is a straightforward opportunity to put into practice all the knowledge you have acquired, and to confirm that the negotiation process is dynamic and can always be improved.The course integrates the most recent advances in the development of negotiation skills, based on modern life complexities, in a simple and direct way.We start out with the structure of effective communication in a negotiation, with the intention of identifying our opportunity areas, and improving them through active learning mechanisms.And what can we say about the role emotions play in a negotiation process? It is necessary to acknowledge , manage, and take advantage of them by using emotional intelligence mechanisms.Negotiation, by definition, implies the relationship between two or more parties who eventually express opposing interests and demand skills for problem-solving. In this course you will learn to identify and manage its irreversible consequences in advance.Implement the key negotiation skills and styles to carry out effective negotiations and reach satisfactory agreements.Adopt communication techniques that improve relationships and stimulate cooperation between the parties involved.Develop critical thinking to manage emotions and resolve conflicts in a constructive way. Business & Management

This course prepares you to read more deeply and write more clearly about works of literature. Through an engaging collection of videos, authentic readings, and support material from a variety of sources, you will learn to appreciate literature from different genres. This course will focus on reading, interpreting and writing about fiction and gothic literature.You will broaden your vocabulary while you sharpen your academic and creative writing skills. Interaction with other students will help you to refine your thinking about the reading and writing as well. You will learn to write under time pressure, and have the opportunity to complete practice assignments that are similar to those you will find on the AP examination.There are no prerequisites; you don’t have to take the AP exam to join the course. If you want to learn about literature and writing, this course is for you.In this part of the course, you’ll learn: Humanities

Have you ever wondered what viruses actually are?Have you been curious about the ways they invade our bodies, attack our cells and make us sick? Come and learn what viruses are made of and understand the mechanisms of how they hijack and take over our cells.There is no need for a background in science - just bring your curious mind!Our bodies are made of cells, which are amazing molecular machines. So long as everything is in working order, we feel great. But surprisingly, these unbelievably tiny parasites made of Protein and Genes - viruses - can take over and cause serious damage to our bodies.Step by step, this course will teach you how the cells of our bodies work to keep us healthy. We will then explore the vast kingdom of viruses; especially those that have caused epidemics like the flu, AIDS and Ebola. Finally, we will systematically review our immune system, how it identifies "the enemies," and how it takes them out.The lectures have been carefully planned to clearly describe basic Cell Biology, Virology, and Immunology in terms that everyone can understand, without compromising scientific correctness. You'll participate in a detailed exploration of the structures in our cells and how they function. You'll learn how viruses replicate and the way our immune system protects us from disease, as well as how scientists investigate these topics. You'll view laboratory demonstrations that illustrate how cells and viruses are grown and studied. Throughout the course, you will meet leading experts and scientists - some of whom have received the Nobel Prize in recognition of their discoveries and contributions to Chemistry and Medicine.Together we will gain a clearer understanding of how science has been applied to produce effective diagnostic tests, better medicines, and protective vaccines. You'll gain fascinating and comprehensible knowledge that is also practical. It is our goal to arm you with sufficient credible and practical understanding of how vaccines work so that you can make better vaccine-relevant decisions for you and your family.This course was produced at Tel Aviv University by TAU Online - learning innovation center. Medicine

Building on your prior knowledge of variables and operators, this course gets into the meat of programming. Organized into five chapters, this course starts by covering the fundamentals of what control structures are and what they do, then moves on to four common control structures in Python. Conditionals let you modify what your program does based on the values of incoming variables. Loops let you repeat tasks for multiple values or while certain conditions hold true. Functions let you encapsulate complex reasoning into reusable chunks of code. Error handling lets you intelligently recover from anticipated and unanticipated glitches. By the end of this course, you'll be able to write complex programs in Python that perform useful reasoning. For example, you could write a program that calculates your weight on other planets, calculates the standard deviation of a series of numbers, or checks for the validity of an incoming password. Structurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered. Computer Science

Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world?In this course, part of the Data Science MicroMasters program, you will learn a variety of supervised and unsupervised learning algorithms, and the theory behind those algorithms.Using real-world case studies, you will learn how to classify images, identify salient topics in a corpus of documents, partition people according to personality profiles, and automatically capture the semantic structure of words and use it to categorize documents.Armed with the knowledge from this course, you will be able to analyze many different types of data and to build descriptive and predictive models.All programming examples and assignments will be in Python, using Jupyter notebooks. Data Analysis & Statistics

Mathematics is the language of Science, Engineering and Technology. Calculus is an elementary mathematical course in any Science and Engineering Bachelor. Pre-university Calculus will prepare you for the Beginner Calculus courses by revising five important mathematical subjects that are assumed to be mastered by beginning Bachelor students: functions, equations, differentiation, integration and analytic geometry. After this course you will be well prepared to start your university calculus course. You will learn to understand the necessary definitions and mathematical concepts needed and you will be trained to apply those and solve mathematical problems. You will feel confident in using basic mathematical techniques for your first calculus course at university-level, building on high-school level mathematics. We aim to teach you the skills, but also to show you how mathematics will be used in different engineering and science disciplines.Education methodThis is a self-paced course consisting of 7 modules (or weeks) and 1 final exam. The modules consist of a collection of 3-5 minute lecture videos, inspirational videos on the use of mathematics in Science, Engineering and Technology, (interactive) exercises and homework.The videos, practice exercises and homework are available free of charge in the audit track. In the ID-verified track, necessary if you pursue a certificate, you can additionally access the final exam.This course has been awarded with the 2016 Open Education Award for Excellence in the category 'Open MOOC' by the Open Education Consortium.Learn more about our High School and AP* Exam Preparation Courses* Advanced Placement and AP are registered trademarks of the College Board, which was not involved in the production of, and does not endorse, these offerings. Math

This Beginner Chinese language course will emphasize basic language skills for everyday life in Mandarin speaking countries.The course utilizes pinyin, the standard system of Romanized spelling for transliterating Chinese, so learners will find it easy to understand and study the language.The course is composed of several parts: Dialogues (taught through pinyin), listening comprehension exercises (in real-world situations), Chinese characters (frequently used in daily life), Mandarin songs, and Tea Time (tips for self-study).This course is for anyone interested in learning Mandarin Chinese, especially if you plan to work or study in Mandarin-speaking countries. The course is also a good start toward the HSK Chinese proficiency test. Language

NOTE: In order to be successful in completing this course, please ensure you are familiar with PyTorch Basics and have practical knowledge to apply it to Machine Learning. If you do not have this pre-requiste knowledge, it is highly recommended you complete the PyTorch Basics for Machine Learning course prior to starting this course.This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch.In the first course, you learned the basics of PyTorch; in this course, you will learn how to build deep neural networks in PyTorch. Also, you will learn how to train these models using state of the art methods. You will first review multiclass classification, learning how to build and train a multiclass linear classifier in PyTorch. This will be followed by an in-depth introduction on how to construct Feed-forward neural networks in PyTorch, learning how to train these models, how to adjust hyperparameters such as activation functions and the number of neurons.You will then learn how to build and train deep neural networks—learning how to apply methods such as dropout, initialization, different types of optimizers and batch normalization. We will then focus on Convolutional Neural Networks, training your model on a GPU and Transfer Learning (pre-trained models). You will finally learn about dimensionality reduction and autoencoders. Including principal component analysis, data whitening, shallow autoencoders, deep autoencoders, transfer learning with autoencoders, and autoencoder applications.Finally, you will test your skills in a final project. Data Analysis & Statistics

Think about your favourite wine. Imagine the brilliance of its colour in the glass, the ripe fruit aromas on the nose, a hint of toasty oak and lingering tannins on the back palate. Perhaps you like a specific wine, but can’t pinpoint the reason why. The attributes that make wine so enjoyable are achieved through the expertise of viticulturists and winemakers, whose decision-making in the vineyard and winery is underpinned by science – to be precise, viticulture and oenology.The finer details can take years to learn, but in a matter of weeks this course will give you a broad understanding of the principles and practices used to grow grapes and make wine, and their impact on wine appearance, aroma, flavour and taste. You’ll also gain an appreciation for how cutting-edge research is helping to secure the future sustainability of the global wine industry. Whether you’re a wine novice or a seasoned oenophile,, this course is for anyone who loves wine and wine tasting. You’ll even get to make your own wine-- virtually at least!Confidently describe wine appearance, aroma, flavour and taste. Science

Did you know that experts estimate an additional three billion people will live in cities by 2050? What will the impact be on the current world population – half of which currently lives in cities and contributes to about three-fourths of global economic output? The opportunities are vast –but so, too, are the potential issues. In Sustainable Cities , you will learn about the major challenges currently faced by urban areas around the world – including poverty, unemployment, poor housing infrastructure, and constraints on productivity – and the extraordinary potential of these areas to enable change in the future. From infrastructure to culture to economic opportunity, learn how harnessing the power of urban development for global progress is imperative. This course examines how urban sustainability can be delivered with increasing productivity and reduced inequality; provision of universal basic services and infrastructure; protection of the urban environments; and other solutions and investments, both speculative and in action around the world. You will emerge from this course understanding how governments, private stakeholders and other actors can improve urban development to heed the call of Sustainable Development Goal 11 – “making cities and human settlements inclusive, safe, resilient and sustainable“ by 2030. This course has been developed through a partnership between the SDG Academy and the Indian Institute for Human Settlements (IIHS) , which is working to transform the current nature of urban education and practice in India. This course is for: Environmental Studies

Have you ever wondered what babies are capable of from the moment they're born?Developmental psychology is the study of an individual's social, emotional, cognitive, and biological development through his or her lifespan. The focus of this course will be from infancy to later life.This psychology course will examine how babies and young children develop the ability to function in our world, including their attachment to their caregivers, and their ability to communicate and think about the world. We will also cover specific changes during adolescence and later life.You should take this course if you are curious to understand what we know about infants' abilities, how we know it, and about the important milestones that we all pass through as we develop. Humanities

Creativity & Entrepreneurship will help you tap into your inner creativity and learn how to leverage it for career development or business innovation.Presented by Berklee Institute for Creative Entrepreneurship founder Panos Panay, this course features interviews with world renown entrepreneurs, innovators, songwriters, producers, creative directors, educators, performers, visual artists and chefs as they discuss parallels between the creative and entrepreneurial journeys.The course approaches entrepreneurship as a creative process, a fundamental human instinct that we all possess and can unlock._ Creativity & Entrepreneurship _applies concepts from the creative and musical creation process, such as observing, prototyping, iterating and embracing failure, as a means of guiding you through the concept of thinking like a startup. You will develop the basic mindset, knowledge, and insights required to pursue an entrepreneurial career, whether as the steward of your own career or as the founder of a new business in any field.Creativity & Entrepreneurship is about the side of entrepreneurship you won’t learn at a business school but, instead, in the music studio.About video original music "Maria Antoinette" by Leo Pigot (feat. Brite Lite Brite) Business & Management

This course is part of Global Freshman Academy (GFA), which means you can earn transferable ASU credit toward your college degree.In this college level Algebra course, you will learn to apply algebraic reasoning to solve problems effectively. You’ll develop skills in linear and quadratic functions, general polynomial functions, rational functions, and exponential and logarithmic functions. You will also study systems of linear equations. This course will emphasize problem-solving techniques, specifically by means of discussing concepts in each of these topics.Content in this course will be adaptive, allowing you to achieve mastery in a certain concept before moving on to the next. Utilizing the ALEKS learning system, students in this personalized, self-paced course will be instructed on the topics they are most ready to learn while also providing individualized coaching as you move through each topic.This is a 3-credit hour course at Arizona State University (MAT 117 College Algebra) and satisfies the Mathematical Studies (MA) general studies requirement. The cost to convert to credit is $600. This course may satisfy a general education requirement at other institutions; however, it is strongly encouraged that you consult with your institution of choice to determine how these credits will be applied to their degree requirements prior to transferring the credit. Math

This course was developed by the IMF in collaboration with the European Investment Bank. Higher rates of financial inclusion and financial market development mean more prosperous societies. But how to make it all happen? This course outlines common ways countries develop robust financial sectors – from banks to equity markets. We’ll teach you how to read indicators that gauge financial development and financial inclusion – and how to measure its distinct macroeconomic impact. And you’ll understand the relationship between financial inclusion and banks and capital markets… small and medium-sized enterprises… households… and the fast-changing world of fintech. Plus we’ll explore what policies and strategies are best to encourage financial development --while also limiting risks. Join us to learn how financial sectors can be more expansive and more inclusive. The IMF’s online learning program receives financial support from the Government of Japan. Economics & Finance

Do you want to understand how and why animals behave the way they do, and how we test hypotheses about behaviour scientifically? This biology and life sciences course provides an introduction to the complexities of wild animal behaviour, and how it is studied.Over six weeks, learners will explore the various behaviours animals adopt in order to meet the challenges of their daily lives. We begin with how animals learn and communicate with each other, then move on to discuss how they find food, avoid predators, choose their mates, and rear their offspring.This course is aimed at anyone looking to broaden their understanding of animal behaviour beyond nature documentaries or a typical high school education. No previous knowledge is required, only curiosity and enthusiasm for the subject. This course is taught by three top-researchers of Wageningen University & Research, a top-ranked university. Prof. Marc Naguib is professor and chair of the behavioural ecology group and shares his fascination for birds behaviour as they are incredibly mobile and have an amazing repertoire of behaviour. Dr. James Savage is currently a postdoctoral fellow at University College Cork, where he is studying the social behavior of birds across different habitats in a fragmented landscape. Dr. Lysanne Snijders shares her passion for social dynamics of animal populations. Biology & Life Sciences

Our global society is not sustainable. We all know about the challenges we’re facing: waste, climate change, resource scarcity, loss of biodiversity. At the same time, we want to sustain our economies and offer opportunities for a growing world population. This course is about providing solutions we really believe in: a Circular Economy.In this course we explore the Circular Economy: how businesses can create value by reusing and recycling products, how designers can come up with amazingly clever solutions, and how you can contribute to make the Circular Economy happen.You will learn to re-think the economic system you’re experiencing every day, and act upon it. Be a leader in this major paradigm shift! Shape a more circular future together with our global network.The course is led by TU Delft and co-created with the Ellen MacArthur Foundation and the Leiden-Delft-Erasmus Centre for Sustainability.Episode 1: What is the circular economy?How can the circular economy provide solutions to the challengesour current, linear economy brings? We explore the roots of the circular economy together with experts in the fields ofindustrial ecology,cradle to cradleandbiomimicry.Episode 2: Business value in a circular economyThroughclosed loop supply chainsandreversed logistics,new opportunities for business are created. This episode explores value creation andnew business modelsin a circular economy.Episode 3: Longer lasting productsThe smaller the loop, the greater the profitability of the system. We look at product life extension through the eyes ofdesignersandentrepreneurs. Join us in our repair café!Episode 4: RemanufacturingRemanufacturingenables companies to recapture value on a product or component level. It is currently being rediscovered as a promising business opportunity. We’ll explore the topic together withresearchersandentrepreneurs.Episode 5: Waste equals FoodThis episode discusses how we can takeinspiration from nature, when redesigning the way we deal with waste. We’ll present a fascinating circularcase study. Can you identify opportunities for change in your own area’s?Episode 6: Thinking in systemsThe shift from linear to circular should not be underestimated. This episode will discuss the extent and duration of the transition. It will also ask, is the circular economy reallysustainable?Episode 7: Giving backWe end the course with awebinar. Your teachers will be available in a live session to discuss some of the thorniest issues and to answer your questions. This is also the week of the final exam. Business & Management

This IMFx course is designed to strengthen participants' abilities to assess why Public Financial Management (PFM) is important; and how it supports macroeconomic stability, economic growth, and the achievement of the Sustainable Development Goals. Presented by staff of the International Monetary Fund whoprovide advice to countries on their PFM institutions and reform plans, the course provides a practitioner's view to PFM starting with what PFM is, and why it is important. Over five parts, the course modules cover all stages of the budget cycle, and discuss key concepts from budget preparation, to government accountability in budget execution, and reform implementation. You will explore these topics through video lectures, relevant readings, and testimonies from senior policy-makers and civil society. During the lectures, presenters will use examples from countries at different stages of economic development. Throughout the course, you will have the opportunity to engage with fellow participants from around the world, and with course staff through the discussion forum. Assessments in each course module will test your understanding of key concepts, allowing you to track the progress of your understanding. A case study at the end of the course brings together the different aspects of how governments should manage their money, and deliver public services. This course is offered by the IMF, with financial support from the United States Agency for International Development (USAID). The IMF’s online learning program receives financial support from the Government of Japan. Economics & Finance

In this anatomy course, part of the Anatomy XSeries, you will be introduced to the central and peripheral nervous systems. You will learn about basic neuroanatomy, sensory pathways, motor pathways and the autonomic nervous system.The course includes illustrated lecture videos and quizzes to help you expand and test your knowledge of the nervous system.By the end of this course, you will have a better understanding of how the entire body influences, and is influenced, by the nervous system. Biology & Life Sciences

Explore what it means to be human today by studying what it meant to be a hero in ancient Greek times. In this introduction to ancient Greek culture and literature, learners will experience, in English translation, some of the most beautiful works of ancient Greek literature and song-making spanning over a thousand years from the 8th century BCE through the 3rd century CE: the Homeric Iliad and Odyssey ; tragedies of Aeschylus, Sophocles, and Euripides; songs of Sappho and Pindar; dialogues of Plato, and On Heroes by Philostratus. All of the resources are free and designed to be equally accessible and transformative for a wide audience. You will gain access to a supportive learning community led by Professor Gregory Nagy and his Board of Readers, who model techniques for "reading out" of ancient texts. This approach allows readers with little or even no experience in the subject matter to begin seeing this literature as an exquisite, perfected system of communication. No previous knowledge of Greek history, literature, or language is required. This is a project for students of any age, culture, and geographic location, and its profoundly humanistic message can be easily received without previous acquaintance with Western Classical literature. Humanities

Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020. Agile can often challenge project managers in the realm of leadership. Old styles of command-control are now a thing of the past, except for the most conservative organizations. While good leaders employ a variety of leadership skills and leadership styles to motivate team members, even this is not enough. Simply setting a common goal and maintaining positive attitudes while raising your emotional intelligence will make you a better leader; but will it truly unlock your team's potential? ****Instead of leadership traits, Agile leadership emphasizes facilitation and communication skills. This is teachable and much more powerful. This unique and effective leadership style challenges traditional beliefs in what leadership means. ****Great leaders understand that the leader can no longer stand in the way of their team. Modern society, mindsets, and global competition demand new leadership roles, and leadership qualities all together that empower and motivate the team to new levels of productivity. Business leaders that miss this critical shift in leadership styles concede a powerful competitive advantage to the Agile leader. ****In this course, you will learn how this new style of leadership redefines and redistributes team roles by: ****While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how agile leadership is applied in industry today. You'll finish this course more than ready to continue your agile journey, which we hope takes you to the next course in the series on Agile Process, Project, and Program Controls. ****Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering

This programming course takes a unique approach, as it focuses on learning a systematic programming method rather than a programming language. This practical approach will help you channel your creativity so that you can program well in any language.  This course, part of the Software Development MicroMasters Program, presents a core design method with a focus on numbers, strings, images and lists.You will learn techniques to:This course concludes with the design of a simple interactive game.Learners who enroll in the Verified track will receive staff grading for the course project and increased interaction with the instructor and staff.Learner Testimonial "I have taken and completed tens of MOOCs on programming and computer science, I have even been and I am currently a TA in some of these courses. Among them are a few that deserve without hesitation the highest rate. But if I had to choose only one at the top of them it would be these two courses on systematic program design." - edX Learner Computer Science

As the Internet of Things (IoT) continues to grow so will the number of privacy and security concerns and issues. As a professional working in the field, it is essential to understand the potential security risks and how to best mitigate them.In this course, you will learn about security and privacy issues in IoT environments. We’ll explore the organizational risks posed by IoT networks, and the principles of IoT device vulnerabilities. We’ll also look at software and hardware IoT Applications for industry.With billions of devices tracking our every move, privacy is a critical issue. We will explore and discuss the social and commercial implications the IoT brings to society. Computer Science

In this business and management course, you will develop a strong understanding of how firms compete by learning about important analytical approaches that underlie business strategy.This course will show you how a business views itself in its "totality" and in the context of its environment. The course will be taught from the perspective of a manager or chief executive officer (CEO).This course aims to equip you with a good understanding of: Business & Management

Do you want to prepare for medical school, study a STEM field, become a research scientist, or transition to a career in the booming biotechnology industry? Or maybe you just want to understand the chemical reactions that govern life itself. Join Professor Yaffe, an MIT professor and practicing surgeon, as he guides you through the science that inspires countless doctors, researchers, and students alike.We developed 7.05x Biochemistry with an emphasis on: We offer a thorough and robust means of certifying edX learners in their mastery of the MITx biochemistry content, through the MITx 7.05x Biochemistry Competency Exam. This challenging option is available only to those who register for the verified-certificate track, and successful completion of this exam is the majority of the assessment grade that counts toward a certificate. The Competency Exam will be open from December 8, 2020 to December 15, 2020. Biology & Life Sciences

Is cancer partly preventable through a healthy diet? Cancer has overtaken cardiovascular disease (CVD) as the leading cause of death in many parts of the world. It causes one in eight deaths worldwide. Global trends show that the majority of all cancer deaths occur in the low- and middle-income countries. Yet, cancer can be partly prevented and many of these deaths can be avoided. Can cancer risk be reduced through a healthy diet or lifestyle? Many studies have been conducted on the role of nutrition and physical activity in cancer prevention. This has resulted in recommendations for cancer prevention. Far less research is conducted on nutrition and cancer progression, but the evidence is increasing that a healthy diet may also play a beneficial role for cancer survivors. Join this course and learn more about the role of nutrition in the occurrence and progression of cancer. You will learn how nutrition is involved in cancer occurrence, cancer treatment, and progression. And you will discover what the evidence-base is for dietary guidelines. This course focuses on a wide range of dietary exposures (including vegetables, meat, dietary supplements, alcohol) and lifestyle factors (including body composition and physical activity) in relation to the occurrence and progression of the most common types of cancer, such as large bowel cancer , breast cancer, prostate cancer, and lung cancer. This course is especially valuable for professionals (in training) from various fields related to nutrition or cancer (e.g. nutritionists, epidemiologists, health policy makers, physicians, caregivers, nutrition educators, biologists, food scientists). Dieticians and physicians often get questions from cancer patients about what they can do themselves to help their recovery process. This course is part of the Professional Certificate Program Nutrition and Disease. You will gain a solid scientific basis to better weigh and interpret all the information available on nutrition and cancer. This course, is part of theNutrition and Disease Professional Certificate Program of Wageningen University & Research. Did you already complete Nutrition, Heart Disease and Diabetes? That is the other course inthisProfessional Certificate Program. Food & Nutrition

In this course you will learn the tools, techniques and concepts needed to build a basic iOS app, from scratch. You will be introduced to the Swift programming language and learn how to utilise the Apple developer tools to build an app.After completing this course, you will be able to:  Computer Science

Go beyond the basics of programming to understand object-oriented methodology, the approach to modular and reusable software systems.Topics Include:This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science

Are you or your team starting to use Jenkins as a CI/CD tool? Are you looking to automate your software delivery process? Do you need guidelines on how to set up your CI/CD workflow using Jenkins automation server? If so, this is the course for you.In this course, we will discuss the fundamentals of CI/CD, and we will talk about how they help transform the overall software delivery process. It is most useful for roles such as DevOps engineers, software developers and architects, and professionals focused on site reliability and quality assurance, though anyone involved in the software delivery process will benefit.This course offers an introduction to the Jenkins automation server, and also includes instructions on how to set up/use Jenkins for your CI/CD workflow.Upon completion, you will have a solid understanding of the role that Jenkins plays in the software development lifecycle, how to install a Jenkins server, how to build software for it, how to manage third party integrations/plugins and how to scale and secure Jenkins. Finally, you will get a glimpse of what you can do to further enhance your CI/CD skills. Computer Science

In this final course of the English for Business Networking Professional Certificate program, you’ll put your knowledge into practice by preparing for and conducting an informational interview. First off, you’ll clarify your goals and set up a practice informational interview. You’ll practice talking on the phone to make arrangements to meet. Then, you’ll set up a second informational interview. You’ll learn how to research a person and write questions to learn more about them or their career. You’ll also learn the parts of an interview. Finally, you’ll learn the key steps for following up with a person after your interview. You’llsuccessfully complete a whole cycle of networking activities. Language

In Creative Coding, students learn to design and create media using object-oriented programming as a medium for design, art, and games. With a strong focus on creating interactive experiences for the web, the course moves past the sequential problem solving found in typical beginner programming and coding courses, so that designers and creatives can apply programming concepts to work in a variety of media, such as 2D graphics, animation, image and video processing. By the end of this course, students will be able to read and write javascript for creative and design applications. Whether you are a graphic designer, UX/UI designer, web designer, or accessibility designer, this course will arm you with fundamental coding skills using javascript and other languages as a method of expression. Design

Today, computer graphics is a central part of our lives, in movies, games, computer-aided design, virtual simulators, visualization and even imaging products and cameras. This course teaches the basics of computer graphics that apply to all of these domains.  Students will learn to create computer-generated images of 3D scenes, including flybys of objects, make a real-time scene viewer, and create very realistic images with raytracing. We will start with a simple example of viewing a teapot from anywhere in space, understanding the basic mathematics of virtual camera placement. Next, you will learn how to use real-time graphics programming languages like OpenGL and GLSL to create your own scene viewer, enabling you to fly around and manipulate 3D scenes. Finally, we will teach you to create highly realistic images with reflections and shadows using raytracing.CSE167x teaches the foundations of computer graphics. This course runs for 6 weeks and consists of four segments. Each segment includes an individual programming assignment:This term, students who earn a total score of 50% or greater will have passed the course and may obtain a certificate from UC San DiegoX.FAQWhat is the format of the class?The class will consist of lecture videos, brief exercises, and homework assignments. Each of the four segments of the course will have 2-3 lectures. Each lecture includes 3-5 lecture videos, which last between 10 and 20 minutes. There will be a brief exercise after each lecture video to help you test your understanding of the material. Your score will be determined entirely by programming assignments for which you will receive immediate autograder feedback. You may submit your assignment to the autograder multiple times; only your last submission will count.Programming projects are to be implemented individually without copying code from other students, largely identical online resources, or previous instances of the class. However, short of posting or sharing actual explicit code, you are encouraged to collaborate and discuss problems in the discussion forums.Will the text of the lectures be available?Yes. All of our lectures will have transcripts synced to the videos.Do I need to watch the lectures live?No. You can watch the lectures at your leisure. You can "work ahead" if you want to move faster than the due dates. Conversely, you can progress at a slower pace. Please note that certificates will only be awarded to students who obtain the requisite score by turning in assignments by the established deadlines.How much does it cost to take the course?Nothing: the course is free. If you expect to be doing a lot of graphics programming in the future, we would recommend the OpenGL and GLSL programming guides, but it is by no means required to purchase them. There are many free online resources for these topics, and we will be posting links to them.What computer system do I need for the course?The course material involves C++/OpenGL/GLSL programming that is portable. We provide skeleton code for all major platforms (Windows, Mac OS, Linux). This is a modern course involving programmable shaders, but any machine built in the last few years should be adequate. We provide many compilation hints and tips, and Homework 0 is to ensure you can compile and work with the autograder. You do need some kind of C++ development environment; we provide several resources to get you started for Homework 0. In the highly unlikely event you cannot get your machine to work, you will hopefully have adequate time to find another system.Will I learn Maya/DirectX/3D Studio Max etc.?This is a course on the foundations of computer graphics and covers concepts, not the intricacies of a particular software package. That said, you will be able to write complex interactive and offline 3D graphics programs at the end of the course in C++, OpenGL and GLSL.Can I contact the Instructor or Teaching Assistants?Yes, but not directly. The discussion forums are the appropriate venue for questions about the course. The instructors will monitor the discussion forums and try to respond to the most important questions; in many cases response from other students and peers will be adequate and faster.I have a disability (visual/hearing etc.) Can I take the course?In most cases, yes. We provide transcripts for all lectures. Many leading computer graphics researchers have had visual impairments like color-blindness. However, this being a computer graphics course that relies on visual image comparisons, we probably cannot provide adequate support for those who are legally blind.I have a busy schedule this fall. Can I still take the course?The course does require about 12 hours per week of work, and the assignments (where you are given two weeks) require the time. Certificates of achievement require a passing score. Of course, you are welcome to just go through the lectures or attempt some of the assignments if you are not interested in a certificate; we hope to provide something for everyone.  Computer Science

We live in an era of unprecedented access to data. Understanding how to organize and leverage the vast amounts of information at our disposal are critical skills that allow us to infer upon the world and make informed decisions. This course will introduce you to such skills. To work with large amounts of data, you will need to harness the power of computation through programming. This course teaches you basic programming skills for manipulating data. You will learn how to use Python to organize and manipulate data in tables, and to visualize data effectively. No prior experience with programming or Python is needed, nor is any statistics background necessary.The examples given in the course involve real world data from diverse settings. Not all data is numerical – you will work with different types of data from a variety of domains. Though the term “data science” is relatively new, the fundamental ideas of data science are not. The course includes powerful examples that span the centuries from the Victorian era to the present day. This course emphasizes learning through doing: you will work on large real-world data sets through interactive assignments to apply the skills you learn. Throughout, the underlying thread is that data science is a way of thinking, not just an assortment of methods. You will also hone your interpretation and communication skills, which are essential skills for data scientists. Computer Science

Traditional neural networks rely on shallow nets, composed of one input, one hidden layer and one output layer. Deep-learning networks are distinguished from these ordinary neural networks having more hidden layers, or so-called more depth. These kind of nets are capable of discovering hidden structures withinunlabeled and unstructured data (i.e. images, sound, and text), which consitutes the vast majority of data in the world. TensorFlow is one of the best libraries to implement deep learning. TensorFlow is a software library for numerical computation of mathematical expressional, using data flow graphs. Nodes in the graph represent mathematical operations, while the edges represent the multidimensional data arrays (tensors) that flow between them. It was created by Google and tailored for Machine Learning. In fact, it is being widely used to develop solutions with Deep Learning. In this TensorFlow course, you will learn the basic concepts of TensorFlow, the main functions, operations and the execution pipeline. Starting with a simple “Hello Word” example, throughout the course you will be able to see how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions. This concept is then explored in the Deep Learning world. You will learn how to apply TensorFlow for backpropagation to tune the weights and biases while the Neural Networks are being trained. Finally, the course covers different types of Deep Architectures, such as Convolutional Networks, Recurrent Networks and Autoencoders. Data Analysis & Statistics

Are you preparing for a health-related career, or planning to study in the health sciences? Perhaps you're just keen to learn more about the wonders of the human body? Our bodies are amazing but complex biological machines. This course will provide you with an outstanding foundation of knowledge in human anatomy and physiology. You will gain a broad understanding of the relationships between normal structure and function in human cells and tissues, both in health and disease. The properties of the four main types of tissue in the body - epithelial, connective, muscular and nervous - will also be clearly explained. The course employs a variety of engaging learning methods, including short videos, animations, interactive activities and integrated quizzes to guide you through key concepts, and make learning relevant. Medicine

Build on your existing knowledge of conditionals, loops, and functions by studying more about complex Python data structures, including strings, lists, dictionaries, and file input and output. Organized into five chapters, this course starts by covering the basics of data structures, then moves on to these four common data structures in Python: By the end of this course, you'll be able to write even more complex programs in Python that process and persist complex data structures. For example, you'll be able to write an ongoing gradebook application that tracks and updates your average over time, a program to calculate the net force based on several force magnitudes and directions, or a program that can turn a string like this into a StRiNg LiKe tHiS. Structurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered. Computer Science

In under an hour you will learn what IoT is and how it works, what it could mean for your everyday role and examples of how we are using IoT in Rolls-Royce to deliver operational efficiencies and improve the services that we offer to our customers.By the end of this session you will be able to: Data Analysis & Statistics

Everyday reports of food scandals and recalls are published. One day it's scary bacteria in meat, and another day it's dangerous pesticides in fruits. According to some, meat needs to be cooked well to prevent food-borne illness while others warn not to heat food to prevent the formation of poisonous substances.Many consumers worry about the conflicting and confusing messages about food hazardsThis nutrition and health course will teach you about the hazards associated with food and give you the tools to assess and quantify the dangers they can present. You will learn the effects of food processing, the shared responsibility in the food chain and the prevention of food poisoning/intoxication. After this course, you will be able to differentiate what is a food myth vs. an actual risk. Finally, you will gain a contemporary view of how different risks can be weighed in a scientific way. Biology & Life Sciences

Mechanics is the study of the physics of motion and how it relates to applied forces. It lays the foundation of understanding the world around us through the how and why of motion.This physics course is the first in a series of four modules that covers calculus-based mechanics. This module reviews kinematics (the geometrical description of motion) in the context of one-dimensional, multi-dimensional, and circular motion. It also reviews Newton's laws of motion and examines their application to a wide variety of cases.The modules are based on material in MIT's Physics I, which is required for all MIT undergraduates, and is being offered as an XSeries on edX. Please visit theBeginner Mechanics XSeries Program Page to learn more and to enroll in all four modules.The course image is a picture of an MIT building with the name Newton prominently displayed. Physics

Through a combination of lectures, business case studies, and hands-on learning this course provides an introduction to data analytics techniques and their application in business.The case studies explored will illustrate how companies are leveraging different sources of data, including “big data,” with different analytical techniques, to improve performance. You will receive hands-on learning through a free web-based graphical development environment that will allow you to practice using some of these tools themselves. You will also gain an understanding of the many possibilities for applying data science in business, and will be able to consider additional learning opportunities to gain further depth.This course is an excellent resource for managers who see the opportunity to use data analytics in business but do not have the skills and background to engage with data analytics themselves. Business & Management

This short course is adapted from a semester length graduate level coursetaught at MIT covering Qualitative Research Methods. This online course will focus specifically on teaching how to prepare for and conduct a conversational interview for data gathering purposes. We will also discuss the nature of qualitative research as a methodology, how it compares and differs from other forms of research, and how qualitative and quantitative research complement each other in a research project. This isthe first in a multi-part series which will be released over the coming year, which will focus on Conversational Interviewing, Data Analysis, and Constructing Theory.You might have encountered other forms of interview techniques in your studies and training. The form that we are teaching is the preferred method of Professor Silbey's, one that she has used extensively throughout her career. The goal is to construct an interview protocol such that you will be able to guide your interviewee through topics of interest to your study without bringing them up explicitly, in order to explore experiences and accounts without pointing respondents in particular directions. Not sure what an interview protocol is? No problem! You will by the end of the course. Humanities

Managing global projects presents unique challenges. This course addresses the knowledge, skills and behaviors required to successfully manage projects that span organizations, national boundaries and cultural differences.In this course we will explore the impact on project management of culture, language variations, religious, regulatory and legal practices, technology penetration, temporal orientation, gender issues, corruption, ethics, personal liberty and political contexts. We learn how to meet global projects challenges through efficient use of practices and technology. The course will utilize available case studies and examples from companies to help students sharpen the skills needed to recognize and foster a successful international project environment.First, you will learn how culture affects how teams perceive each other, lead, solve problems and execute tasks. Although the world is increasingly connected, the people behind the projects have biases, expectations and a perception of life that impacts all decisions.Second, you will learn how to effectively manage global teams including how to build trust and collaboration across various cultures, time zones and technological settings. You will learn how to design communication channels and project structures effectively in a global project environment.Third, you will become familiar with the issues underlying the problem of corruption, which is the abuse of trusted power for private gain. Reducing the risk of corruption strengthens a company's reputation, builds the respect of employees and raises credibility with key stakeholders.Finally, you will learn how the adoption of collaboration tools can enhance the global project experience.This course is part of the RIT Project Management MicroMasters Program that is designed to teach how to successfully deliver projects in an international environment. In order to qualify for the MicroMasters Credential, you will need to earn a verified certificate in each of the three courses as well as pass a capstone exam. Business & Management

Software developers are in high demand in the current job market, and computer programming is a prerequisite skill for success in this field.Start your journey toward becoming a professional software developer by learning Java, one of the industry’s most commonly used programming languages.This course, part of the CS Essentials for Software Development Professional Certificate program, will quickly cover Java syntax and keywords and then explore features of object-oriented programming including encapsulation, inheritance, and polymorphism. You will learn how to apply these concepts to programmatic problem solving by investigating class modeling techniques and relationships such as aggregation, realization, and generalization.In addition to programming, you will learn about software testing techniques that help us find problems in our code, and you will use modern development environments and tools for tasks like debugging and unit testing. We will introduce Eclipse, the eclipse debugger and Junit (a unit testing framework).After completing this course, you will be able to design, develop, and test large applications in Java and understand and apply core principles of professional software development. Computer Science

Igor Stravinsky’s The Rite of Spring premiered in Paris in 1913, sparking a riot and screaming so loud that the dancers could not hear the orchestra, and the choreographer had to shout numbers from backstage to keep the dancers on beat.The Rite of Spring continues to challenge listeners. According to Stravinsky, The Rite of Spring was intended to portray “the surge of spring, the magnificent upsurge of nature reborn.” As you will see, Stravinsky’s description is almost frighteningly apt!Harvard’s Thomas Forrest Kelly (Morton B. Knafel Professor of Music) guides learners through The Rite of Spring , highlighting not only the contributions of Stravinsky, the composer, but also those of his collaborators. Professor Kelly takes learners through the ballet’s development, rehearsals, and finally, premiere performance, and he explores just how and why The Rite of Spring challenged (and to a certain extent, continues to challenge) its listeners.You will learn about the ballet’s innovative choreography, the basics of 20th-century orchestral form and technique, and the circumstances of this ballet’s first performance and subsequent history. Learners in this course need not have any prior musical experience. Humanities

In today's business environment, organizations have identified critical thinking and problem-solving as skills that are integral to an employee's--and their organization's--success.The most successful professionals can assess the environment, analyze a situation, design a solution, and ultimately win in a competitive scenario.This course, part of the Leadership Essentials Professional Certificate program, will demystify, discuss, and provide application techniques for critical thinking and problem-solving in a business context. Learners will draw connections to their work experience by analyzing and critiquing case studies. Best practices for problem-solving will be discussed and illustrated including how to weigh alternative solutions, incorporate feedback from stakeholders, and how and when to start over. Communication

Want to study for an MBA but unsure of the basic data analysis still required? This online course prepares you for studying in an MBA program and in business generally.Data analysis appears throughout any rigorous MBA program and in today’s business environment understanding the fundamentals of collecting, presenting, describing and making inferences from data sets is essential for success.The goal of this course is to teach you fundamental data analysis skills so you are prepared for your MBA study and able to focus your efforts on core MBA curriculum, rather than continually playing catch-up with the underlying statistical knowledge needed.We also hope that learning these data analysis skills will equip you with the ability to understand, to a greater degree, the data you encounter in your working lives and in the world around you - an essential life-skill in today’s data driven environmentThis course assumes no prior knowledge of data analysis. Concepts are explained as clearly as possible and regular activities give you the opportunity to practice your skills and improve your confidence. Business & Management

National economies have grown substantially since the Industrial Revolution of the 19th century yet people have not necessarily seen an increase in opportunities to find decent work or earn a decent income. In fact, in some places, the increased productivity and rising profits associated with automation have directly impacted the availability of decent jobs. According to the International Labour Organization, more than 204 million people were unemployed in 2015, and more than 600 million new jobs are needed by 2030 just to keep pace with the growth of the working-age population. We also need to improve working conditions for the 780 million women and men who are employed but not earning enough to lift themselves and their families out of poverty. In addressing these core issues we will not only see increasing decent work opportunities but also more robust, inclusive and poverty-reducing growth.This course explores the past and future of work in the context of the SDGs, particularly SDG 8: Decent Work and Economic Growth. It examines the state of income and employment around the world, barriers to employment, policies to promote economic opportunity, and the future of work in our rapidly changing world. Encouraging entrepreneurship and job creation are key to achieving the SDGs, as are effective measures to eradicate forced labour, slavery and human trafficking. With these targets in mind, the world can achieve full and productive employment and decent work, for all women and men, by 2030.This seven-module massive open online course (MOOC) provides an in-depth look at the issues of inclusive and sustainable economic growth, full and productive employment, and decent work for all. The topics covered include structural shifts in economies and work; informality, gender and child labor, the modern welfare state; the future of work, and more. The course concludes with a special module by the ILO on realizing decent work for all and achieving SDG 8.This course is for:Policy professionals who want to understand frameworks for SDG planningDevelopment practitioners seeking knowledge on goals-based developmentAdvanced undergraduates and graduate students interested in economics, development, and other key concepts related to the SDGsModule 1: Decent Work for Sustainable DevelopmentModule 2: Transitions in Employment and WorkModule 3: Challenges of Work: Informality, Gender and Child LaborModule 4: Current Policy ResponsesModule 5: Structural and Institutional Models for the Future of WorkModule 6: Future of Jobs and WorkModule 7: Special Module in Partnership with the ILO: Achieving SDG 8 and Realizing Decent Work for All Economics & Finance

Data structures provide a means to manage large amounts of data for use in databases and internet indexing services. Efficient data structures are key for designing efficient algorithms and obtaining maintainable software design.In this Computer Science course, you will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing efficient structures.Topics covered:Preliminary understanding of implementing sequence structures such as stacks, queues, and linked lists, will also be covered.This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science

How healthy is the state of the economy? How can economic policy help support or restore health to the economy? These questions are at the heart of financial programming. In our FPP courses you will learn the building blocks of how to answer to these questions.Financial programming is a framework to analyze the current state of the economy, forecast where the economy is headed, and identify economic policies that can change the course of the economy.In Part 1 of the FPP sequence, presented by IMF's Institute for Capacity Development, you will learn the basic skills required to conduct financial programming. The course presents the principal features of the four main sectors that comprise the macroeconomy (real, fiscal, external, and monetary); demonstrates how to read, interpret, and analyze the accounts for these sectors; and illustrates how these sectors are interlinked. (Part 2 of the FPP sequence will cover preparation of a baseline forecast and design of an adjustment program.)During the course, economists from the IMF will lead you through the accounts and analysis of an economy. Besides engaging with lecture videos, you will answer questions on the concepts explained, solve short numerical exercises, discuss with fellow participants economic developments in your country, and work with data for a hypothetical country. The reading material will be provided to you.Whether you are a civil servant working on economic issues for your country, a professional working with economic data, or simply interested in better understanding the developments of an economy, this course will provide hands-on training on macroeconomic analysis. We hope that you will join us in this exciting journey!Financial Programming and Policies, Part 1 is offered by the IMF with financial support from the Government of Japan. Economics & Finance

This course is designed toteach you how systems are developed using IoT technology. Many engineers and developers tend to focus ona single discipline - either software or hardware. However, in today’s connectedage it's critical to have a comprehensive understanding of both disciplines and how they are intertwined. In this practical course,you'll gain a holistic understanding of system development from both software and hardware perspectives. A truly hands-on experience, you will develop your own embedded system. In doing so, you'll learn as much from your failures as your successes as you go along. Note: In this course, we will use DE10-Nano Development Kit by Terasic Inc. Computer Science

The use of English for doing business in multinational settings is a fact of life for many business people. And, as Asian economies expand and become more involved in the global economy, having the ability to write clear and concise English is important when exchanging information. This course has two goals. The first is to introduce non-native speakers of English to methods for developing written English language and communication skills for doing business in Asia. The second is to examine the impact of cross-cultural interactions and globalization on English communications. By exploring and participating in a business simulation set in Asia, you will develop the principal skills for effective communication in English when conducting business in China and other Asian countries.This course is part of a series developed by the same instructors. Enroll in EBA101x English for Doing Business in Asia – Speaking to continue developing your English language communication skills. Learn about business presentations, audience, format, pronunciation, rhythm and more. Humanities

Teamwork is an essential component of most professional activities in the modern world. But what makes an effective team?This course is an introduction to teamwork skills for all disciplines that will help you improve your own performance and that of your team.It covers why teams are important, the roles of individuals in a team, systems and processes for effective teamwork and communication, and methods for addressing team conflict.Throughout the course you will be provided with a range of tools and templates that you will be able to use with any team.Join us and learn how to make teams work for everyone. Humanities

Special Offer : This course includes a great offer from IBM: One year of Watson Assistant services to power 10 chatbots at no charge. The perfect way to kickstart your chatbot building business!Chatbots are one of the most exciting and in-demand topics in tech. Businesses around the world are increasingly showing an interest in their potential for cost-saving and improving customer service availability.In this course, you'll learn how to build chatbots powered by Watson and how to approach making money by selling chatbots to clients. We'll coverways to sell chatbots to prospective clients online and offline. We'll explore how to plan and build chatbots using a visual tool provided by IBM. We'll offer methods for testing, analyzing, and improving your chatbots. And we'll teach you how to deploy your chatbots to websites via a handy WordPress plugin.Leveraging the AI power of Watson Assistant, you will be able toaccomplish all this without the need to write any code! Computer Science

Do you know what your bank does with your money? What is the role of a bank in producing societal well-being?This course looks into banks that operate differently, namely, “just banks" that use capital and finance as a tool to address social and ecological challenges. This course is for anyone who wants to understand the unique role banks play as intermediaries in our economy and how they can leverage that position to produce positive social, environmental, and economic change.The instructors of this course have worked for over 15 years with just banks from around the world, as well as in the fields of community development, economic democracy, and social change.No previous knowledge of finance or banking is needed to take this course. Business & Management

Complete your Beginner knowledge of computer science with this final course on objects and algorithms. Now that you've learned about complex control structures and data structures, learn to develop programs that more intuitively leverage your natural understanding of problems through object-oriented programming. Then, learn to analyze the complexity and efficiency of these programs through algorithms. In addition, certify your broader knowledge of Introduction to Computing with a comprehensive exam. By the end of this course, you'll be able to write programs in Python that leverage your more natural understanding of data structures by creating objects to represent the structures you work with most often. For example, if you were creating a class roster application, you'll learn how to create an object representing a student's name, ID number, and attendance record. Then, you'll be able to create applications that leverage sorting and searching algorithms to sort that roster alphabetically, search for a particular student, and evaluate the efficiency of both those operations. Structurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered. These exercises count for 20% of your grade. Then, after each major chapter, you'll complete a problem set of collected, more challenging problems. These count for 40% of your grade. Finally, you'll complete a final course exam, which counts for the remaining 40% of your grade. Computer Science

Based on the National Gallery of Art’s popular Art Around the Corner professional development program for teachers in Washington, D.C., this five-unit online course provides everything you need to begin creating a culture of critical thinking and collaboration for any classroom, subject, or level. You do not need an art background or museum access to successfully integrate the course materials into your teaching. Your willingness to experiment with new teaching practices is all that is required. The strategies presented in this course are adapted from Artful Thinking pedagogy, developed by Project Zero at the Harvard Graduate School of Education. You will explore three thinking dispositions, using eight thinking routines that are easy to understand and implement with STEAM curricular content. Throughout, you will discover the power of art to develop your students’ inclination, motivation, and ability to think deeply. When you enroll, all the resources you need for your classroom to strengthen critical thinking by using art will be immediately available. We recommend spending a few hours learning and practicing each section before progressing to the next. The online course environment features over 20 videos and interactive tools: Participating with a global network of educators who, just like you, want to hone their abilities to teach critical thinking skills and explore arts integration will be an added bonus to your course experience. Education & Teacher Training

In this anatomy course, part of the Anatomy XSeries, you will explore the interactive relationships of the cardiovascular, respiratory and urinary systems, and the roles they play in your body.This course is a primer for the cardiovascular, respiratory, and urinary systems in which students learn the pertinent details of the structures and functions through a combination of lectures, videos, labeling activities and quizzes. Biology & Life Sciences

This course, part of the Software Development MicroMasters Program, introduces how teams design, build, and test multi-version software systems.You will learn software engineering principles that are applicable to the breadth of large-scale software systems. The course explores topics such as agile development, REST and Async programming, software specification, design, refactoring, information security, and more.By the end of this course, learners will work in teams, applying an agile software development process to specify, design, and test multiple versions of complex software systems.Learners who enroll in the Verified track will receive staff grading and increased interaction with the instructor and staff. Computer Science

Structure determines so much about a material: its properties, its potential applications, and its performance within those applications. This course from MIT’s Department of Materials Science and Engineering explores the structure of a wide variety of materials with current-day engineering applications. The course begins with an introduction to amorphous materials. We explore glasses and polymers, learn about the factors that influence their structure, and learn how materials scientists measure and describe the structure of these materials. Then we begin a discussion of the crystalline state, exploring what it means for a material to be crystalline, how we describe directions in a crystal, and how we can determine the structure of crystal through x-ray diffraction. We explore the underlying crystalline structures that underpin so many of the materials that surround us. Finally, we look at how tensors can be used to represent the properties of three-dimensional materials, and we consider how symmetry places constraints on the properties of materials. We move on to an exploration of quasi-, plastic, and liquid crystals. Then, we learn about the point defects that are present in all crystals, and we will learn how the presence of these defects lead to diffusion in materials. Next, we will explore dislocations in materials. We will introduce the descriptors that we use to describe dislocations, we will learn about dislocation motion, and will consider how dislocations dramatically affect the strength of materials. Finally, we will explore how defects can be used to strengthen materials, and we will learn about the properties of higher-order defects such as stacking faults and grain boundaries. Engineering

This is a self-paced course that provides an Introduction to Computer Hardware and Operating SystemsThis course will cover topics including:By the end of this course students should be able to:  Computer Science

Mark Cuban, owner of the Dallas Mavericks, puts it bluntly: “No sales. No company.” Every organization needs effective marketing to match its products, services and experiences to customers, and maintain and grow its revenue. In this course you will learn the keys to successful marketing, from using traditional and digital media channels to build brand awareness, to using consumer and behavioral research in order to better match your product to your customers’ wants and needs. In this course, you'll learn to: By the end of this class, you will understand how to assess the competitive playing field, understand your competitor’s brand position, and map your own organization’s position, strengths, and weaknesses, to create or capture competitive advantages. Business & Management

We'll let you in on a secret. Innovation happens everywhere. More often than not, it is about ordinary people solving real problems. Imagine, this could be you. This course will teach you to look at the world through the lens of problem discovery and problem solving. You will explore problems that you see in your life and in the world and evaluate their potential for entrepreneurial innovation. You will iterate toward solutions that are just right. As you do that, you will become a user innovator.Examples of user innovation and its entrepreneurial potential are infinite. A surfer created the GoPro to take "selfies" while surfing. A student came up with Dropbox after losing the flash drive. Two entrepreneurs created a tool for themselves to track software bugs, giving rise to Atlassian.Taught by Eric von Hippel, the founding scholar of user innovation, and Erdin Beshimov, the founder of MIT Bootcamps, this course will guide you through a step-by-step process for ideating a user innovation and shaping its entrepreneurial possibilities. Importantly, through immersive case studies, this course will introduce you to effective strategies of entrepreneurial bootstrapping, so that you can succeed even when you do not have many resources. We invite to the course, anyone with dreams of making a positive impact on society. The course should be timely and specifically beneficial for:You can innovate!You Can Innovate is a course from MIT Bootcamps and as such prepares you for participation in the program. The Bootcamp is a highly selective, intensive, global MIT training program for innovators. You will learn from MIT faculty and you will be intensively coached by experienced MIT-trained entrepreneurs. In the process, you will be challenged to generate an impactful entrepreneurial innovation in one week. Learn about and apply to one of the upcoming bootcamps at https://bootcamp.mit.edu. Business & Management

Data is the lifeblood of an organization. Competency in programming is an essential skill for successfully extracting information and knowledge from data.The goal of this course is to introduce learners to the basics of programming in Python and to give a working knowledge of how to use programs to deal with data.In this course, we will first cover the basics of programming and then focus on using Python on the entire data management process from data acquisition to analysis of data big data and small data.This is an intensive hands-on course that will equip and reward learners with proficiency in data management skills. Business & Management

Want to learn advanced HTML5 tips and techniques? This is the course for you! Find out more about the powerful Web features that will help you create great content and apps.This course is a natural follow up of HTML5 Coding Essentials and Good Practices. In this course, we continue the exploration of HTML5-based APIs, but also introduce some advanced features related to HTML5, such as Web components, advanced multimedia, audio for music and games, etc.Like in the first course, you will learn by doing, study the interactive examples and have fun with proposed development projects. One of them will be to create an HTML5 game, so jump in and learn lots! Computer Science

Take an exciting crash course in MATLAB and Octave programming. Both languages allow users to experiment with advanced mathematical functions and produce exciting matrix visualizations.In this hands-on, self-paced Beginner course, students will learn step by step how to use these mathematical tools to write functions, calculate vectors and matrices and plot graphical representations of results. Explore ways to organize your work using scripts and functions to improve productivity. Computer Science

Learning to read poetry is learning to do the deep magic of language. It's learning to speak to the dead. At first the book just sits there silent as the grave, but if we listen carefully then, softly at first, the poetry begins to speak to us and we find ourselves speaking to it in response. Dante is the master of speaking with the dead. He convinces us that the dead can tell us things we do not know—things we cannot discover about the meaning of life because we are still in the middle of it. He shows us that conversations with the dead can change the way that we look at life. You and I may not have enough imagination to explore the realms of death that open up in the middle of life, and Dante knows that no one can find their way through life without a guide. This course will help you discover the magic of Dante's poetry and Dante will teach you to imagine the deepest terrors and the highest hopes that are still undiscovered in your heart. Only then will you be in a position to decide finally, for yourself, who you choose to become. In this course, you will begin to question for yourself the meaning of human freedom, responsibility and identity by reading and responding to Dante Alighieri's Divine Comedy. The Comedy , which is richly steeped in the medieval culture of 14th century, still speaks vividly to modern readers struggling with the questions “who am I?” and “what meaning or value can my life have?” Dante struggled with the same questions before coming to a moment of vision that wholly transformed him as a person. This course is presented to you through the MyDante platform, an online environment developed by Professor Frank Ambrosio in collaboration with the Georgetown University Center for New Designs in Learning and Scholarship (CNDLS). Throughout the course, you will be asked to reflect on Dante's interpretation of freedom, how it functions in the formation of personal identity, and whether we might be able to find appropriate metaphors to discuss these issues in our modern lives. You, the modern reader, will only understand the full implications of Dante's poetry if you participate with it in a way that is personal and genuinely contemplative. Through the MyDante platform, you will learn to know yourself in your own historical, personal, and spiritual contexts as you journey toward a richer understanding of your freedom, identity, and responsibility as a person.As a self-paced course, the primary goal is to giveyou the opportunity to explore Dante's poem as fully as their interest and time allows. A minimal expectation for an initial, basic comprehension of the material and successful completion of the self-assessment process would be approximately 75 hours forthis complete course. Humanities

This course will introduce you to Linux, a powerful operating system used by most professional developers! Why add Linux to your C programming skills? Most people use Linux without knowing it! Whether you use a smartphone, search the web, or use an ATM, each time Linux is involved somewhere in the background. It is the most used operating system for embedded devices and high-performance servers. It is also the most common operating system used by developers to create software applications. In this course, you will learn the history of Linux and how its open source community was able to create today’s most advanced operating system. You will navigate the file system, use fundamental Linux commands and master the Linux command line interface. These are essential skills for every developer. You will also be able to produce software written in C using the industry-standard tools on Linux. Within moments you will be coding hands-on in a new browser tool developed for this course, receiving instant feedback on your code. No need to install anything! We are excited to introduce you to Linux and guide you along your path to becoming a skilled user of this powerful operating system! At the end of this short course, you will reach the sixth milestone of the C Programming with Linux” Professional Certificate program, unlocking the door to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science

This startup operations course will examine the real-world operational challenges and execution risks associated with getting a new venture started. We will consider start-up ventures in a variety of industries. The course will provide you with a set of steps, frameworks, and tools that can be used to understand the important considerations for building a startup operation from scratch. In each module, the students will be exposed to a different operations-related concept. Lecture notes, readings, and case studies will explore the key operations topics that are important for start-ups. Topics include:  Business & Management

Planning to study for an MBA but unsure of your basic maths skills? All MBA programs, and in business generally require some maths, particularly on quantitative subjects such as Accounting, Economics and Finance.In this mathematics course, you will learn the fundamental business math skills needed to succeed in your MBA study and in the field of business. These math skills will also give you an edge in the workplace enabling you to apply greater analytical skill to your decision making.You will learn how to evaluate and manipulate the types of formulae that appear in an accounting syllabus, how to perform the calculus required to solve optimization problems in economics and how to apply the concept of geometric series to solving finance-related problems such as calculating compound interest payments.This course assumes no prior knowledge of business maths, concepts are explained clearly and regular activities give you the opportunity to practice your skills and improve your confidence. Business & Management

In this marketing course, you will learn how to apply advanced concepts such as conjoint analysis and decision tree methodologies to product decisions, as well as learn the best ways to distribute and sell your offerings to consumers.You will also learn how to apply conjoint analysis to identify the product features that your consumers want most.This course is taught by Stephan Sorger who has held leadership roles in marketing and product development at companies such as Oracle, 3Com and NASA. He has also taught for over a decade at UC Berkeley Extension and is the author of two widely adopted marketing textbooks.This course will equip you with the knowledge and skills necessary to immediately see practical benefits in the workplace. Analytics-based marketing is increasingly important in determining a company’s spending and ROI. Many entry-level positions in marketing now require some basic level of knowledge in this rapidly growing field. Computer Science

Marketing innovative products and services occurs in an ever-changing environment, and requires rapid decision making with incomplete information. These innovations are introduced at increasingly frequent intervals, and there are high mortality rates for products and services, and the businesses themselves.Our course provides a practical, how-to guide for navigating these marketing challenges to bring innovative new products and services to market. With learning modules on product strategy, go-to-market strategies, and growth strategies, you will build your skills in understanding and applying the latest marketing strategies and tactics. We’ll explore how to develop an informed marketing plan that aligns with customer needs based on real market research.Learn the latest strategies for customer discovery, interviews and focus groups, product design, product development, content marketing, social media marketing, and marketing campaign management. The course will provide a balance between conceptual discussions based on readings of concepts and practices, and applied, hands-on analysis with real projects. Business & Management

Do you want to become a better problem solver?This Java course will provide you with a strong understanding of basic Java programming elements and data abstraction using problem representation and the object-oriented framework. As the saying goes, “A picture is worth a thousand words.” This course will use sample objects such as photos or images to illustrate some important concepts to enhance understanding and retention. You will learn to write procedural programs using variables, arrays, control statements, loops, recursion, data abstraction and objects in an integrated development environment.This course is comprised of two 5-week parts.Part 1 introduces programming fundamentals:Part 2 covers the following topics: Computer Science

This online course, presented by the IMF's Institute for Capacity Development, introduces participants to quarterly projection macroeconomic models developed as a core of FPAS (Forecasting and Policy Analysis Systems) and how to implement the key canonical quarterly projection model (QPM) equations in a macroeconomic modeling software. This course uses detailed country data highlighting an inflation targeting central bank, for hands-on filtration and calibration exercises.The course covers two main technical aspects:In partnership with MathWorks, enrolled students have access to MATLAB for the duration of the course.Monetary Policy Analysis and Forecasting is offered by the IMF with financial support from the Government of Japan.Upon completion of this course, participants should be able to: Economics & Finance

Analytical chemistry takes a prominent position among all fields of experimental sciences, ranging from fundamental studies of Nature to industrial or clinical applications.Analytical chemistry covers the fundamentals of experimental and analytical methods and the role of chemistry around us.  This course introduces the principles of analytical chemistry and provides how these principles are applied in chemistry and related disciplines - especially in life sciences, environmental sciences and geochemistry.  This course, regardless of your background, will teach you fundamental analytical concepts and their practical applications.   By the end of the course, you will deeply understand analytical methodologies in a systematic manner. Finally, this course will help you develop critical, independent reasoning that you can apply to new problems in chemistry and its related fields.  This course is for anyone interested in analytical sciences. Chemistry

This course explores how anyone can be a successful startup entrepreneur or corporate innovator by thoughtfully examining themselves and the business opportunity. By harnessing these insights and cultivating an entrepreneurial spirit, you can create and transform an entrepreneurial idea into a new startup company or corporate venture.Over 800,000 people have used The Opportunity Analysis Canvas that is the basis of this course. Designed by Dr. James V. Green, the lead faculty for this course, this unique model equips you to identify and analyze a new business opportunity that aligns with your startup entrepreneurship or corporate innovation interests.The Opportunity Analysis Canvas distills vast amounts of research in psychology, sociology, and business into a practical how-to guide for aspiring and active entrepreneurs and innovators. The course presents a whole new understanding of entrepreneurial mindset and action. The course is structured as a nine-step experience segmented into thinking entrepreneurially, seeing entrepreneurially, and acting entrepreneurially. Business & Management

How can literature and literary analysis allow us to understand the dynamics of contemporary China? ****China’s historical and cultural transformations, and its imaginary and actual engagements in everyday life are vividly dramatized by five Chinese authors featured in this course. Taught by Harvard faculty member Professor David Wang, this course will employ the tools of close reading, discussion, and analysis to explore issues that concern the Chinese people, and ponder the power (and limitations) of literature in imagining China anew. Featured Books and Authors ****This course features interviews and discussions with the authors. More Information about each of these authors is available in the syllabus. Literature

This course covers cosmology – the study of our entire universe. Where did the universe come from? How will it end? What is the nature of space and time? For the first time in human history, we can give precise, reliable answers to many cosmological questions, thanks to a spectacular series of recent breakthroughs. But many of the most fundamental mysteries remain unsolved. In this course we will cover the latest advances and the unsolved mysteries. We will explain the recent observations, and with the help of guest speakers Lawrence Krauss and Brian Cox, we will explore the theories behind modern cosmology.This course is designed for people who would like to get a deeper understanding of astronomy than that offered by popular science articles and shows. You will need reasonable high-school level Maths and Physics to get the most out of this course.This is one of four ANUx courses which together make up the Australian National University's first year astrophysics program. You can take these four courses in any order. These courses compromise the Astrophysics XSeries. Learn more about the XSeries program and register for all the courses in the series today! Physics

Learning modules are broken into short (<10 minute) videos presented in straightforward language. This allows providers to learn at their own pace and time. Topics include symptoms and signs in patients with COVID-19, early stabilization of patients, prevention of the need for intubation, and ventilator management of patients. The best evidence and guidelines are summarized while accompanying handouts provide written learning points and links to online references. Additionally, simple infographics are available for providers to utilize within their care facilities to educate and promote optimal care across their entire institution.AccreditationThe Stanford University School of Medicine is accredited by the Accreditation Council for Continuing Medical Education (ACCME) to provide continuing medical education for physicians.Credit DesignationThe Stanford University School of Medicine designates this enduring material for a maximum of 5 AMA PRA Category 1 Credits ™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.If you would like to earn CME credit from Stanford University School of Medicine for participating in this course, please review the information here prior to beginning the activity. Medicine

Join the Smithsonian, and comic book industry legend, the late Stan Lee, in this self-paced course to explore the history of the comic book and the rise of superheroes.The ancient gods of Egyptian, Greek and Roman myths still exist, but today, they have superpowers, human foibles and secret identities. They come from comic books and graphic novels, and have taken over pop culture on the stage, screen, video games, and animation.From Superman® and Spider-Man®, to The Avengers® and The Hulk® and beyond, who are these heroes? And, how have they evolved from folklore and myth, across all cultures and religions?Learn from Smithsonian and industry experts including:In this self-paced course, we explore the following questions:The Smithsonian's National Museum of American History is excited to offer the opportunity to go into the collection and see why superheroes are a dominant cultural force in today’s world.As you learn about how cultural myths, world events, and personal experiences shaped the first superheroes, you will apply these frameworks to create your own superhero– or you can choose to do a deeper analysis on existing comic book heroes. This original project is required for certification and anything created by you as part of this self-paced course is the intellectual property of you and you alone.At last, fans, students and seekers of knowledge have the opportunity to enroll in the ultimate comic book course. Humanities

Have you ever flown in an airplane and are you curious about how flying works? Are you interested in the fundamental concepts behind flying? How does a wing generate lift? And how can we fly as optimally as possible? This course provides an introduction to the fundamentals of aeronautics, using a tour through the history of flight, starting with ballooning and continuing on to airplanes and helicopters. Experts from the Faculty of Aerospace Engineering of Delft University of Technology will help you explore and discover the fundamentals of flight, in three blocks. First, you will explore the history of flight including ballooning and obtain a basic understanding of aircraft and the earth's atmosphere. Topics include stability, navigation, propulsion and the structure of aircraft. Block two examines the principles of aerodynamics. You will learn for instance how the shape of an airfoil or wing impacts the amount of lift generated. Block three covers flight mechanics, including various flight phases, such as descending, climbing or cruise, and the most optimal flying conditions for each phase. Engineering

Looking to kickstart a career in deep learning? Look no further. This course will introduce you to the field of deep learning and teach you the fundamentals. You will learn about some of the exciting applications of deep learning, the basics fo neural networks, different deep learning models, and how to build your first deep learning model using the easy yet powerful library Keras. This course will presentsimplified explanations to some oftoday's hottest topics in data science, including: The demand fordeep learning skills-- and the job salaries of deep learning practitioners -- arecontinuing to grow, as AI becomes more pervasive in our societies. This course will help you build the knowledge you need to future-proofyour career. Data Analysis & Statistics

This humanities course offers you the opportunity to explore what really matters in life and teaches you how to nurture your well-being and enhance the well-being of others.We will address themes in your personal and professional life and show you how to counsel at all stages. We start with a positive approach by giving attention to people’s talents. We recognize that human existence involves constraints and difficulties, which is why this course is based on the idea of “existential” well-being.This course will teach you how to live fully as a human being, in this body, on this planet, while at the same time being conscious that you are just a small part of a vast, incomprehensible, universe.Our experiential approach focuses on the innate wisdom of the human organism and our tendency to evolve in a forward-moving direction. You will learn how to become aware of this deeply felt knowledge by giving attention to your body as felt from the inside and to your emotions.Our person-centered approach encourages building optimal human relationships through empathy, respect and authenticity. These are complex skills, which we will bring within your reach by means of simple exercises.Through examples, role-play and video-demonstrations we will illustrate how you can apply our existential well-being approach in a variety of helping contexts, including counseling and psychotherapy. You will develop skills to embody the existential well-being approach as a person and as a professional.Your learning will be enriched through exchanging thoughts and experiences with a diverse group of international participants. You will learn to notice how people from different cultures have different ideas about what it means to live well and meaningfully. You will engage in discussions where divergent values can be respectfully acknowledged. Your personal view of well-being will expand and deepen to a more universal perspective on what it means to be human.This course is taught by instructors with decades of experience in existential psychotherapy, focusing -oriented and emotion-focused therapy, person-centered counseling and positive psychology.The instructors are also teachers and researchers in the fields of psychotherapy, positive psychology, meaning and spirituality at KU Leuven, a prestigious European University.This course offers you a high degree of flexibility. You can follow the content in sequence or choose to complete sections in order of interest to you. Be aware that it would be realistic to spend 6 to 8 hours on each section. The course will be available from October until the end of June and you can follow your own rhythm in studying and practicing what is offered in each section. Humanities

Solid waste management (SWM) is a crucial function of local governments around the world, and directly affects public health, the environment, and livelihoods. However, rapid urbanization and population growth place multiple pressures on solid waste management systems, particularly in cities in low- and middle-income countries. In particular, the urban poor are most affected by lack of access to basic SWM services, such as waste collection and disposal.Yet, the sector also provides numerous opportunities: Improving solid waste management provides a cleaner and healthier environment; improves livability for all city residents; and attracts new investment and tourism, which improve a city’s economic competitiveness, creating jobs, and new business opportunities. SWM also contributes to new sources of energy thus tackling climate change challenges. In these ways, SWM is directly relevant to the World Bank’s goals of ending extreme poverty and boosting shared prosperity.Historically, the highest expenditures of local governments is in the SWM sector but – particularly in low- and middle-income country cities – the bulk of expenses goes towards collection and transport instead of treatment and disposal. Another challenge is ensuring the financial sustainability of SWM projects and cost recovery once SWM infrastructure has been created. The world is generating increasing amounts of waste, with large amounts (primarily plastics) ending up in the oceans. However, there is also a paradigm shift from thinking about waste as something to be disposed – “out of sight out of mind” – to a resource that can be used for energy generation, reduce the use and costs associated with virgin resources, and improve our climate change efforts.Given this background, this e-learning course is designed to look at the SWM sector, with a focus on MSW, from several angles in order to simplify concepts and promote understanding of this sector. Environmental Studies

In this course, part of the Retail Management Professional Certificate program, you will learn the four key components of the retail business:You will learn about the different challenges that retailers face and have the opportunity to explore methods and techniques available to address these challenges. You will also have access to simulation tools to better internalize the concepts.The course will take a hands-on, problem driven approach that will help you understand and put into practice the concepts you learn. At the end of the course you, will be able to make better decisions at every step of the retail process.We have designed this course to suit a wide variety of participants, from retail owners and store managers, to undergrad business majors or specialists in retail. Business & Management

Despite spectacular recent progress, there is still a lot we don't know about our universe. We don't know why the Big Bang happened. We don't know what most of the universe is made of. We don't know whether there is life in space. We don't know how planets form, how black holes get so big, or where the first stars have gone. This course will take you through nine of the greatest unsolved problems of modern astrophysics. We can't promise you the answers, but we will explain what we do and don't know, and give you an up-to-date understanding of current research. This course is designed for people who would like to get a deeper understanding of these mysteries than that offered by popular science articles and shows. This is the first of four ANUx courses which together make up the Australian National University's first year astrophysics program. It is followed by courses on exoplanets, on the violent universe, and on cosmology. These courses compromise the Astrophysics XSeries. Learn more about the XSeries program and register for all the courses in the series today! Physics

This course begins with a look at the four core financial markets and the three main classes of derivatives. You will learn how to distinguish the global trends in volume for each of the plain vanilla financial products and show the macroeconomic reasons for those trends. This course will also review how bonds, equity, foreign exchange and money markets are traded along with the role that equity plays from both the issuer's and investor's perspective. We wrap up this course with a look at the different types of stock markets. This course is part 1 of the New York Institute of Finance's Capital Markets Professional Certificate. Economics & Finance

Designing the customer and user experience is essential to creating great products today. Gone is the old paradigm of “form follows function” model of design. The process must be iterative and follow the best product design and development processes. While designing a great user experience can be a lengthy and expensive process, there are approaches to doing it faster and smarter, without compromising results.This essential product management course explains key design thinking principles around personas, story mapping, and prototyping. Product managers need to know and appreciate product designer tools and processes. By combining these principles with good scrum processes, you’ll learn to create great products that don’t sacrifice design for functionality or feasibility.This course enables students to transition from ideas to prototyping and concept testing of their products and services. Students learn how best to effectively translate ideas into marketable offerings so that the best product and service ideas are harnessed and create real value for customers and the organization. Emphasis is placed on an integrated and interdisciplinary approach to engineering design, concurrent engineering, design for manufacturing, industrial design, and the business of new product development. Topics include design methods, modeling and simulation, material and manufacturing process selection, platform and modular design, mass customization, planning and scheduling. Business & Management

We begin with an introduction to the relevant biology, explaining what we measure and why. Then we focus on the two main measurement technologies: next generation sequencing and microarrays. We then move on to describing how raw data and experimental information are imported into R and how we use Bioconductor classes to organize these data, whether generated locally, or harvested from public repositories or institutional archives. Genomic features are generally identified using intervals in genomic coordinates, and highly efficient algorithms for computing with genomic intervals will be examined in detail. Statistical methods for testing gene-centric or pathway-centric hypotheses with genome-scale data are found in packages such as limma, some of these techniques will be illustrated in lectures and labs.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Data Analysis & Statistics

Why are hybrid vehicles still more common than battery electric ones? Why are electric vehicles still more expensive than conventional or hybrid ones? In this course, you will get the answers to this and much more. While electric motors can improve vehicles regarding performance, energy consumption and emissions, they suffer from high cost and weight of batteries. Smart combinations of electric motors and combustion engines in a hybrid powertrain can combine these strengths with the advantages of combustion engines. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to develop their knowledge about hybridpowertrains. Inthis course, we willexamine different mechanical layouts of hybrid powertrains and how they influence the performance and complexity of the powertrain. Different sizing of powertrains in micro, mild, full hybrids, as well as plug-in hybrids, is also discussed and you'll learn how they can be modelled and analyzed for example by simulation of driving cycles. You will also learn about the Energy Management system and how this controls the hybrid powertrain modes and when to charge and discharge the battery. As a result of support from MathWorks, students will be granted access to MATLAB/Simulink for the duration of the course. Engineering

While Italian opera set the standard in the Baroque era, German composer George Frederic Handel quickly gained popularity for his oratorios, which put operatic techniques to work in the service of sacred music. Handel's Messiah premiered in Dublin on April 13, 1742, and remains popular to this day. Harvard's Thomas Forrest Kelly (Morton B. Knafel Professor of Music) guides learners through Messiah 's musical highlights, while detailing Handel's composition process, the preparations and rehearsals, and the premiere performance.Learners in this module of First Nights need not have any prior musical experience. In this unit, you will learn the basics of musical form and analysis, the genres and styles used in Messiah , the circumstances of its first performance, and its subsequent history.Additional First Nights Modules:Monteverdi's L'Orfeo and the Birth of OperaHandel's Messiah and Baroque OratorioBeethoven's "Ninth Symphony"Berlioz's Symphonie Fantastique and Program Music in the 19th CenturyIgor Stravinsky's The Rite of Spring: Modernism, Ballet, and Riots Humanities

In this course you’ll learn various statistics topics including multiple testing problem, error rates, error rate controlling procedures, false discovery rates, q-values and exploratory data analysis. We then introduce statistical modeling and how it is applied to high-throughput data. In particular, we will discuss parametric distributions, including binomial, exponential, and gamma, and describe maximum likelihood estimation. We provide several examples of how these concepts are applied in next generation sequencing and microarray data. Finally, we will discuss hierarchical models and empirical bayes along with some examples of how these are used in practice. We provide R programming examples in a way that will help make the connection between concepts and implementation.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818. Data Analysis & Statistics

Claudio Monteverdi's L 'Orfeo premiered in Mantua in 1607, and continues to be regarded as one of the most important examples of early opera. With L 'Orfeo , Monteverdi helped to establish the techniques and traditions that continue to inform the genre of opera to this day.Harvard's Thomas Forrest Kelly (Morton B. Knafel Professor of Music) guides learners through the first half of L 'Orfeo , highlighting aspects of operatic form and dramatic technique, the rehearsals and cultural context for the premiere performance, and the work's continued relevance today. There will also be a focus on Monteverdi's life and work as a Renaissance court musician.In this music course, you will learn the basics of operatic form and analysis, the genres and styles used, and the circumstances of this opera's first performance and subsequent history. Learners in this course need not have any prior musical experience. Humanities

In this breathtaking course, you'll get to know the music of two beautiful operas — both in their spellbindingartistry and colorful histories. First, you'll travel to London in 1724, where George Frideric Handel premiered his most famous opera, Giulio Cesare. Meet the performers and experience what it was like to attend the first production, all while gaining an appreciation for the typical characteristics of Italian opera represented in this popular Baroque opera seria. Then fast-forward 63 years to the Estates Theatre in Prague for the premiere of Wolfgang Amadeus Mozart’s enduring classic, Don Giovanni. Learn about the challenges Mozart faced during the rehearsal process and the revolutionary relationship he created between music and drama in this opera. Music

Never before has the video game market been at a better time. There are currently many platforms available and the emergence of mobile devices has revolutionized the sector.The existence of multiple platforms implies great challenges for developers in decision making, both in the choice of platforms and in the sizing of work teams.One solution to these problems is to use a game engine, and without a doubt the most popular and used engine of the moment is Unity.Unity is the most popular engine for reasons such as its powerful tools, its ability to generate games on more than 20 different platforms, its excellent learning curve and the hundreds of add-ons available to it developed by third parties.In this Beginner video game development course with Unity you will learn in a practical way with numerous examples that will guide you step by step: Computer Science

Project management plays a key role in supporting a business's success. In this project management course, you will learn what's required from an organization for projects to excel.You will learn how to turn project management principles and theory into practice. The course will cover:The course will utilize case studies and examples from companies to help students sharpen their project management skills to recognize and implement an environment that supports success.First, we will cover the basic organizational and leadership elements required to provide a successful environment for all projects to succeed.Second, we will cover the necessary organizational support structures and methods that enable project management and project managers to deliver results to the business and to the customers they serve.Finally, we will explore the challenges of specific types of projects such as projects in crisis, global projects and managing a portfolio.This course is part of the RIT Project Management MicroMasters Program that is designed to teach the importance of the organizational and leadership characteristics for the success of projects. In order to qualify for the MicroMasters Credential, you will need to earn a verified certificate in each of the three courses as well as pass a capstone exam. Business & Management

This interactive course will introduce you to coaching skills for learner-centred conversations. As well as learning about and practicing these skills, you will have the opportunity to reflect on how you can use and integrate these skills into your own educational contexts. The modules will cover:By the end of this course you will be able to: Education & Teacher Training

Can you really get a patent on a rectangular cell phone shape? Do artists and musicians need over a century of copyright protection for their works? Can you trademark red shoe soles? These are some of the questions that U.S. Congress and the courts have addressed in recent years — and in this IP course, we will, too.Touching on most areas of commercial and artistic activity, intellectual property (IP) law is an essential component of modern society. In this course, Part 1 of a two-part series, learners will be introduced to a broad overview of the intellectual property laws, the theory underpinning this area of law, and an individual look at patent law.Part 2 will explore copyright, and trademark law, and consider alternatives to IP and the future of this exciting area of the law.The focus of this two-part series is on learning some of the seminal legal cases in each area, while also considering the policy implications of the law as it stands.No previous law experience is required. Join us as we explore the laws and policies that influence and shape our modern lives. Law

We think of Robotics as the science of building devices that physically interact with their environment. The most useful robots do it precisely, powerfully, repeatedly, tirelessly, fast, or some combinations of these. The most interesting robots maybe even do it intelligently. This course will cover the fundamentals of robotics, focusing on both the mind and the body.We will learn about two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, we will introduce methods to reason about 3-dimensional space and relationships between coordinate frames. For robot arms, we will use these to model the task of delivering a payload to a specified location. For mobile robots, we will introduce concepts for autonomous navigation in the presence of obstacles.Class projects will make use of ROS - the open-source Robot Operating System (www.ros.org) widely used in both research and industry. Computer requirements for working on the projects will include a computer set up with Ubuntu Linux and high bandwidth internet access for downloading and installing ROS packages. Computer Science

Can writing change your world? Writing with power about personal, social, and political issues can change minds, introduce solutions to old problems, and help you become a more engaged participant in public life. Everyone has issues that matter deeply to them, whether they are: In Writing for Social Justice, you will learn the importance of word choices in writing for different genres in order to reach your audience. Specifically, you will learn to: There will be short example readings included in the course, which will serve as models of different persuasive genres. You will also share your writing with other students in the course, getting and offering feedback on assignments.What you'll learn:  Humanities

We will explain how to perform the standard processing and normalization steps, starting with raw data, to get to the point where one can investigate relevant biological questions. Throughout the case studies, we will make use of exploratory plots to get a general overview of the shape of the data and the result of the experiment. We start with RNA-seq data analysis covering basic concepts and a first look at FASTQ files. We will also go over quality control of FASTQ files; aligning RNA-seq reads; visualizing alignments and move on to analyzing RNA-seq at the gene-level : counting reads in genes; Exploratory Data Analysis and variance stabilization for counts; count-based differential expression; normalization and batch effects. Finally, we cover RNA-seq at the transcript-level : inferring expression of transcripts (i.e. alternative isoforms); differential exon usage. We will learn the basic steps in analyzing DNA methylation data, including reading the raw data, normalization, and finding regions of differential methylation across multiple samples. The course will end with a brief description of the basic steps for analyzing ChIP-seq datasets, from read alignment, to peak calling, and assessing differential binding patterns across multiple samples.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Data Analysis & Statistics

This course will improve your financial fluency so that you speak like a seasoned professional when starting or advancing your career in Investment Banking and Finance. You will learn about the different sectors and sub-sectors across the financial industry. In addition to industry jargon, you will also learn how hiring decisions are actually made and the strategies to control the narrative and tell your story in the most compelling way possible. Taught by instructors with decades of experience on Wall Street, this course will equip students from a wide range of backgrounds, including business, economics, engineering, sciences, and mathematics with the much-needed career skills to prepare for a future in Investment Banking and Finance. Business & Management

Knowing how to code is only part of the skills needed to become a professional software developer.This course, part of the CS Essentials for Software Development Professional Certificate program, will take your skills to the next level by teaching you how to write “good” software that appropriately represents and organizes data, is easy to maintain, and is of high quality.As the purpose of most computer programs is to manipulate data, sometimes large quantities of it, the manner in which programs represent and organize data can have an enormous effect on the simplicity and efficiency of the code. In this course, you will learn about important core data structures such as arrays, lists, stacks, queues, sets, maps, trees, and graphs, and learn how to evaluate them and reason about their behavior and efficiency.Most importantly, you will learn how to determine which data structure is the most appropriate for solving the problem at hand, and see how to use the implementations that are part of the Java library.However, choosing the right data structure is only part of the challenge of developing high quality software: you must also consider the design of the classes that use those data structures. You will learn about software design principles such as modularity, functional independence, and abstraction, and apply those concepts toward writing programs that are easy to understand, easy to modify, and easy to test.Although it is important to know how to write high quality code, professional software developers often spend a majority of their time maintaining existing code. You will also learn about software refactoring techniques for improving the design of existing code, and see how to improve code efficiency.This course will use Java but the concepts you learn can be applied to almost all modern programming languages. Computer Science

Unconscious bias—everyone has it. But that doesn’t make us bad; it makes us human. While we cannot completely rid ourselves of unconscious bias, we can learn how to recognize it and lessen its impact in the workplace. These are skills that everyone can learn. You may not be aware of how your unconscious biases can affect your behavior, but unchecked, it can have enormous impact in the workplace and throughout your everyday life. Unconscious bias causes people to unintentionally favor some groups—often ones that are like them—over others. This can lead to differences in who gets hired and recruited, who gets offered new opportunities, and whose voice is listened to. Understanding and mitigating the impact of unconscious bias is a crucial 21st-century global leadership skill. With awareness of unconscious bias and actionable steps to manage it, you will be able to make the best decisions for your organization, your colleagues, and your team. Managing unconscious bias is a vital step in building workplaces that are innovative, dynamic, and inclusive. In this training, through research-based assessments and exercises, you will move from awareness to action, learning how to interrupt bias and leverage the full potential of diverse teams and colleagues in your workplace. For learners at all organizational levels, from all industries, backgrounds, and geographies, thistraining will help you understand what unconscious bias is and introduce you to some necessary skills to counter its negative impact. The course is taught by instructors with extensive expertise advising and counseling major global companies on strategies to build high-performing and competitive workplaces. Learning these important leadership skills can help you to build and sustain inclusive workplaces and turn diversity into a strategic business advantage. Communication

Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020. Agile provides greater opportunities for control and risk management and offers unique benefits that traditional methods miss. As a project manager or program manager the emphasis should always be on delivering value and benefits. With complex projects these demand increase and knowing you've delivered value can be difficult for even those with years of project management experience. ****However, in this course we'll cover the agile practices and management skills necessary to delivery value with certainty, such as: ****In this course, you will learn how these levers of control far exceed traditional management methods of earned value management (EVM), which relies on estimates and no changes in scope. We'll discuss how the key to unlocking the control potential is to learn what to manage, and how to measure it. It's no longer just ensure the deliverables are delivered on-time and under-budget.This shift to benefits management is in-line with how the PMBOK is changing to integrate program management concerns into project management with an emphasis on value and not just delivery of scope specifications. The Agile revolution requires program managers to embrace this type of continuing education to advance and grow in your project management career. ****So how do programs ensure smooth project delivery? ****This answer is bottoms-up with different controls at each level of management, separating the concerns between the program, the individual projects, and the team processes. For teams, it’s a focus on team velocity and how to ensure its measurement is useful for diagnosing internal and external productivity constraints. For the project, the focus is on how to integrate teams of teams on related projects and ensure stead delivery of product roadmaps. For the program, the focus is on what capabilities are delivered and how to measure return on investment (ROI) capabilities provide. This also requires understanding your portfolio and contracting processes. ****While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how agile leadership is applied in industry today. You'll finish this course more than ready to continue your agile journey, which we hope either completes your certificate with us or takes you to one of our most popular courses in the series, "Agile Leadership Principles and Practices."Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering

Project teams usually spend a large portion of their time solving problems instead of preventing them. Project risk management seeks to preemptively manage positive and negative events that may affect a project so as to improve its chance of success. What will you be able to do by the end of the course?Who is this course for?By taking this course you will have the opportunity to share your knowledge and experience with other participants. There will be a case study through which you will be able to apply best risk-management practices to a project and you will also carry out practical exercises that will help you understand key concepts. Course content is based on the Inter-American Development Bank’s risk management methodology, which is aligned with A Guide to the Project Management Body of Knowledge, Sixth Edition, 2017, of the Project Management Institute (PMI)®. The Project Management Institute (PMI®) has authorized the INDES, a Registered Education Provider (R.E.P.), to grant 30 professional development units (PDUs) if you receive the certificate for this course. Business & Management

Are you a (project) engineer with a technical background but lack management knowledge? Are you eager to improve project performance and want to expand your knowledge?This business and management course will focus on the necessary project management skills to successfully manage projects, distinguishing three areas:The course focuses on the early project phases, including examples from technical projects within various sectors and industries (amongst others, but not limited to, infrastructure projects and construction projects).At the end of this course, you will have created your own project execution plan, either in a team effort or on individual basis. Of course the team effort allows for a special learning experience and we appraise active team participation. Business & Management

Supply Chains are complex systems involving multiple firms and organizations with different goals and objectives. Additionally, there are external forces and trends that can impact (positively or negatively) a supply chain’s efficiency and effectiveness. Understanding the dynamics and risks within supply chains, both large and small, is key to being a successful supply chain professional.This course builds on the fundamental models introduced in SC1x and the design trade-offs covered in SC2x. It is essentially a capstone in understanding how to successfully model, design, and manage a supply chain in any industry. We will divide the course into three sections.First, we will introduce the field of System Dynamics. Developed at MIT, system dynamics is an approach that examines and models complex systems that feature interacting, non-linear, and dynamic elements. The objective is to better understand the underlying features of a complex system and to recommend policies and other actions to improve overall performance.Second, we will explore the concepts of supply chain risk. Supply chains are subject to a wide number of potential disruptions – from both within and outside of the supply chain. Students will understand how supply chains can be better designed and managed to not only mitigate the downside of supply chain disruption but also to leverage and capture any upside.Finally, the students will engage in a series of more extended case studies and simulations that demonstrate these complex relationships. Actual case studies and examples from companies will be used to help students better prepare for actual situations. This course is part of a MicroMasters program. If you complete all courses in the MicroMasters program in 2018, GE will guarantee you an interview in Boston for an internship or full-time role. Open to Massachusetts residents only. Business & Management

Are financial statements a mystery to you? Do all those terms and metrics make your head spin? Do you avoid conversations with your finance leaders because you are not confident of your finance ability?Having a solid understanding of financial terms, statements and metrics is critical to becoming a successful entrepreneur or manager. In this finance course, you will learn how to interpret and use the information contained in financial statements to make key operating decisions, evaluate business performance, and create forecasts of profits and cash flow.This course introduces you to the form, content and definitions included in the primary financial statements: income statement, balance sheet, and cash flow statement. You will learn how to use this information to make key operating decisions, such as how to balance growth with cash constraints. You will learn how to use ratios to diagnose a company's financial health and apply these concepts and tools to evaluate a company of your own choosing.Eliminate your fear of accounting! Financial accounting can be fun once the barriers to learning are broken down. Through a series of learning scenarios that take you through the creation of a simple business, you will become comfortable with basic accounting tools and concepts that you need to more effectively manage your business. By the end of the course, you will become a much more confident user of financial information and will be able to effectively engage with your finance leaders.This course is part of the Business Principles and Entrepreneurial Thought XSeries. Business & Management

This course is an introduction to basic concepts governing the operation of the microeconomy, with specific emphasis placed on understanding microeconomic theory, policy, and issues as they relate to business decision-making. Students successfully completing this course will be able to comprehend the workings of the supply and demand model from both a graphical and mathematical perspective, explain the role that elasticity plays in the supply and demand model and know how to calculate and interpret various elasticities, understand utility maximization and the theory of consumer behavior, explain how cost structures differ in the short run and the long run, analyze various market structures in terms of their economic performance, and understand the workings of the various factor markets. Economics & Finance

Business communication is vital to professional success.This course, part of the Leadership Essentials Professional Certificate program, will help you unlock the secrets to business success by understanding workplace culture. You’ll learn how to use language and nonverbal communication to convey shared meanings in face-to-face and remote professional relationships.You will learn techniques to effectively and succinctly articulate your business ideas to a diverse range of audiences to ensure they understand even the most complex concepts.In this course, there will be a strong focus on business writing, active listening, and communicating your ideas effectively to a particular target audience. We will discuss the impact of assumptions or bias that people may bring to workplace interactions. Learners will apply their knowledge by critiquing real-world business scenarios from the workplace.Topics will also include: Communication

We are in the midst of an explosion of musical creativity as a result of technologies that allow you to record music using your laptop or tablet. Whether you are a singer, music producer, audio engineer, or just someone that likes to make good music with vocals, it is essential to have an understanding of vocal technologies for music production.This music production course provides learners with insight into the voice itself, the recording environment, microphones, equalization, compressors, A-D-A conversion, the listening environment, human perception, natural widening concepts, artificial widening concepts, reverb, delay, and more. Grammy-award winning record producer, audio engineer, recording artist, and educator Prince Charles Alexander offers students a first-hand opportunity to learn the technologies behind vocal production, so that you can enhance your music productions with the most compelling and effective vocal tracks. Engineering

The Internet of Things (IoT) is expanding at a rapid rate, and it is becoming increasingly important for professionals to understand what it is, how it works, and how to harness its power to improve your business.This course is for practical learners who want to explore and interact with the IoT bridge between the cyber- and physical worlds, in order to create efficiencies or solve business problems.In this course, you will learn about the ‘things’ that get connected in the Internet of Things to sense and interact with the real world environment – from something as simple as a smoke detector to a robotic arm in manufacturing. If we consider the IoT as giving the internet the ability to feel and respond, this course is about the devices that feel and the devices that respond.We will look at IoT sensors, actuators and intermediary devices that connect things to the internet, as well as electronics and systems, both of which underpin how the Internet of Things works and what it is designed to do. Computer Science

Digital Agricultural Technologies (DATs) are innovations that enable farmers and agribusiness entrepreneurs to leapfrog to increase their productivity, efficiency, and competitiveness, facilitate access to markets, improve nutritional outcomes and enhance resilience to climate change. These technologies range from mobile apps to digital identities for farmers to solar applications for agriculture to portable agriculture devices. DATs are increasingly becoming indispensable in the global food and agriculture sector, from fast and convenient information delivery to providing virtual marketplaces. Considering the fact that digital technologies can accelerate agro-food outcomes is juxtaposed with low adoption rates of the same, the World Bank’s operations are increasingly incorporating digital agriculture as a critical element in its operations. Thus, it is important to study digital agriculture technologies in further detail.This five-week course will provide a high-level overview of DAT concepts, potential impact, range of technologies available, used cases as well as forward-looking technologies. The course will introduce the participants to different agriculture data platforms already available and will encourage them to discover the scope and utility of the open data platforms for analytics and intelligence in agriculture. Participants will be required to engage in discussion forums with their peers and complete quizzes throughout the course. Environmental Studies

GraphQL is revolutionizing the way developers are building websites… but what exactly does that mean? GraphQL is an open source query language and a runtime to fulfill those queries with your existing data. In this course, you’ll learn what GraphQL is and why it is getting so much attention from software engineers. You’ll learn what its advantages are over REST, what types of web architecture to use it with, and why it benefits both frontend and backend developers. You’ll get the chance to practice GraphQL queries in an interactive playground. You’ll also learn advanced topics such as how to implement a GraphQL server on the backend, how to use a GraphQL server with a client, and how to keep your GraphQL server secure. The course content was originally created by Prisma, and updated and maintained by Novvum. If you are a programmer, this course will help you gain the skills you need to get started using GraphQL for a small project or professionally in production. You’ll feel comfortable getting started with the right tools for your use case. If you are nontechnical, this course will help you communicate with developers and participate in conversations about GraphQL. You will understand when and why to use GraphQL for a project. Start your GraphQL journey today! Computer Science

This Upper-Intermediate English as a Second Language course that helps students with a current EmSAT scord between 1175 and 1225 to develop their reading and grammar skills. Students will develop exam strategies to prepare them for the reading and vocabulary sections of their exam. They will do this through understanding the different reading & vocabulary question types on the exam. The course also consolidates and expands upon basic grammatical knowledge, develops general English vocabulary and develops critical thinking.Additionally, students will develop writing, grammar, and vocabulary skills. The course will consolidate and expand upon basic grammatical knowledge in writing and speaking. The course will also teach exam strategies for the writing & grammar sections of the exam. Students will develop an understanding of the different writing & grammar tasks on the exam and an awareness of appropriate discourse structures for exam writing tasks. Language

Despite and influx in computing power and access to data over the last couple of decades, our ability to use data within the decision-making process is either lost or not maximized all too often. We do not have a strong grasp of the questions asked and how to apply the data correctly to resolve the issues at hand.The purpose of this course is to share the methods, models and practices that can be applied within data science, to ensure that the data used in problem-solving is relevant and properly manipulated to address business and real-world challenges.You will learn how to identify a problem, collect and analyze data, build a model, and understand the feedback after model deployment.Advancing your ability to manage, decipher and analyze new and big data is vital to working in data science. By the end of this course, you will have a better understanding of the various stages and requirements of the data science method and be able to apply it to your own work. Data Analysis & Statistics

This philosophy course explores the origins of Western philosophy – a rich tapestry of ideas that began with the most noted ancient Greek and Roman philosophers.By examining the work of these historic figures, students will attain a strong grasp of Western philosophy’s basic spirit. In doing so, they’ll cultivate deeper thinking abilities, explore noble values, and learn to contemplate the world around them in new ways.本课程面向各专业本科生，通过课堂讲授与课外阅读讨论的方法，把握古希腊罗马哲学家丰富的思想，探讨哲学精神的起源，揭示古希腊民族的精神取向，阐明古希腊民族思维方式的特征，帮助学生把握哲学的基本精神，养成理论思维的能力，培养高尚的情操，提高人文素质。 Humanities

In the Universe, high-energy cosmic rays are violently propagating in space. While we know these cosmic rays come from outside of the solar system, exactly how and where they originate is a mystery.Professor Shoji Torii from Waseda University and many researchers from around the world, believe that understanding about their origin will help resolve the mysteries of the Universe, such as, supernova remnants, dark matter, and even the Universe’s evolution.The most widely accepted theory is that high-energy cosmic rays are created by supernova explosions, but there are many other possibilities. Professor Torii hypothesis that these mysterious cosmic rays originate by the annihilation or decay of weakly interacting massive particles (WIMPS). That is, they are candidates of dark matter.To examine this theory and to truly understand where high-energy cosmic rays originate and propagate, Professor Torii, along with the Japan Aerospace Exploration Agency (JAXA) and in collaboration with NASA and the Italian space Agency (ASI) have developed the Calorimetric Electron Telescope (CALET), now onboard the international space station.Join us on this course on high-energy cosmic rays and get the latest research findings from the International Space Station to help unravel some of our greatest mysteries. Physics

In this online course on Macroeconomic Diagnostics (MDSx), you will learn some applied tools that will allow you to assess the economic situation in a country. These analytical tools are the ones most used by applied macroeconomists—including those at the IMF. You will learn both how to technically implement these tools and to interpret their results.The course will guide you through the different sectors of an economy. It will present tools to assess the relevant sector and its vulnerabilities. These applied tools will be simple to apply and they will bring out the critical information that an economist needs to make an assessment.Beyond the tools themselves, we’ll also be showing how to refine and interpret their output. We will be doing more than just plugging numbers into a spreadsheet formula. We will want to use the results of these tools – filtered through our judgement – to develop a narrative of a country’s economic situation.To help you make this course more hands-on, you will be examining a case study country called “Diagnostica.” We will run through a series of sector-by-sector assessments. Along the way, we will be demonstrating how to apply the diagnostic by using different country examples. Then, you will be asked to perform that same exercise and interpret it for “Diagnostica.” Finally, we’ll be integrating our sectoral assessments into a comprehensive analysis known as a ‘risk assessment matrix’ or RAM. This will give us a sense of where the major risks and weaknesses lie in Diagnostica’s macroeconomic picture.Macroeconomic Diagnostics is offered by the IMF with financial support from the Government of Japan. Economics & Finance

In this course, you will learn the basics of results-based project management. After an introduction to the results framework and its associated performance indicators, you will learn how monitoring systems and evaluations provide a crucial source of evidence for management decision-making.This project management course is designed to address the growing demand for managers in Africa and around the world, who can use results-based approaches to design, implement and manage an ever growing range of programs and projects. Monitoring and evaluation (key results based management tools) are increasingly called upon within public service, non-governmental sectors and multi-lateral development agencies to help ensure that resources are put to optimum use and that citizens and beneficiaries are assured of receiving the benefits that are committed to them.The course has been developed in partnership with CLEAR Anglophone Africa and draws upon the centers experience in promoting the use of evidence-based systems across Africa to enhance development practice. Business & Management

Are you a current or future caregiver, or, a nurse or other healthcare professional who wants to learn more about Alzheimer’s disease? Here are the key content areas that will be addressed over 5 modules: Medicine

ASL has a long history and good documentation. This course, Emergence and Evolution of Sign Language, explores the origins of ASL by beginning with the key events and key concepts. How do people learn signed languages? Why do people enjoy using them? This key information will provide a foundation for understanding the relationship between how people use language, how it’s learned, and how a language community is formed and sustained. This foundation will illustrate how the language survives, which is equally important to recognize. These ideas will be discussed in this core course and they provide a foundation of understanding about where language comes from and why they vary.By the end of the course learners should be able to: Language

How can we study the Universe we live in using the only available information it provides us with: light ?This course provides an overview of the physical phenomena at play in the astronomical objects surrounding us, from planets and stars to the cosmic filaments, from galaxies such as our own Milky Way to large galaxy clusters. The course emphasizes the links between theoretical predictions and observations.In this course, you will learn the basics of astrophysics using simplified mathematical developments. In particular, you will learn the role played by gravity in astrophysics, including gravitational lensing, and how matter and radiation interact. The material in this course is essential to follow more advanced astrophysics courses. Physics

“If history is our guide, we can assume that the battle between the intellect and will of the human species and the extraordinary adaptability of microbes will be never-ending.” (1)Despite all the remarkable technological breakthroughs that we have made over the past few decades, the threat from infectious diseases has significantly accelerated. In this course, we will learn why this is the case by looking at the fundamental scientific principles underlying epidemics and the public health actions behind their prevention and control in the 21st century.This is the first (origins of novel pathogens) of the four courses, covers these topics:如果历史是我们的向导，我们可以认为人类的智慧和意志与微生物种惊人的适应性之间的斗争将永远持续下去。”(1)尽管过去的几十年间我们在科技领域取得了令人瞩目的突破，可是传染病对人类的威胁却显著增加。本课程将通过学习流行病学的基础科学原理以及预防与控制流行病的公共卫生措施，对上述现象予以阐释。这是四個课程中的第一个（新型病原體的起源）：---------------------------------------------------------------------------------------------------------------------------------------(1) Fauci AS, Touchette NA, Folkers GK. Emerging Infectious Diseases: a 10-Year Perspective from the National Institute of Allergy and Infectious Diseases. Emerg Infect Dis 2005 Apr; 11(4):519-25. Medicine

Are you interested in a serious and solid background in economics? This course offers you a thorough view of everything economists know about markets: their strengths, their failures, and how this view can help you understand the most relevant economic problems. We follow a rigorous approach that combines visual arguments with realistic examplesto help you connect the main economic concepts with your own experiences. The only required knowledge is certain familiarity with graph reading and basic high school mathematics. By the end of this course, you will have explored thekey questions in macroeconomics:  Economics & Finance

Blockchain is a core technology in FinTech. The original design of blockchain focused on the cryptocurrency "Bitcoin". Due to its specific characteristics, many companies and users now find blockchain very useful for applications in many areas, not limited to cybercurrencies, including finance, logistics, insurance, medicine and even music. However, the design of blockchain involves cryptographic technology, which cannot be easily understood by those who are not professionals in the area of IT and security. In order to better understand what kinds of applications best fit blockchain and other forms of distributed ledger technology and the potentials of these emerging technologies, it is important to understand the design rationale, the basic technology, the underlying cryptographic fundamentals, and its limitations. This 6-week online coursewill walk you through the following: The course aims at targeting a wide audience: This course will provide learners a good understanding of the technological, applicability, limitations and "illegal" usage of the blockchain technology. Computer Science

In Part 2 of this Molecular Biology course, you’ll explore transcription of DNA to RNA, a key part of the central dogma of biology and the first step of gene expression.Did you know that transposable elements, the genetic information that can move from location to location, make up roughly 50 % of the human genome? Did you know that scientists have linked their movement into specific genes to the causes of certain diseases? You’ll also learn how these “jumping genes” work and how scientists study them in Molecular Biology: Transcription and Transposition.Are you ready to go beyond the “what" of scientific information presented in textbooks and explore how scientists deduce the details of these molecular models?Take a behind-the-scenes look at modern molecular genetics, from the classic experimental events that identified the proteins and elements involved in transcription and transposition to cutting-edge assays that apply the power of genome sequencing. We've designed the problems in this course to build your experimental design and data analysis skills.Let’s explore the limits of our current knowledge about the transcription machinery and mechanisms of transposition. If you are up for the challenge, join us in 7.28.2x Molecular Biology: Transcription and Transposition. Biology & Life Sciences

Is the ocean the real final frontier? Humans have a greater understanding of the surface of the moon than they do of the depths of these waters. But what we know of the ocean proves it hosts a wealth of opportunity – connecting the world; supporting important and basic economic, cultural and environmental functions – despite being under significant threat. Stressed by unsustainable lifestyles and the increasing demands of a growing global population, how do we become good stewards of this massive natural resource? Inthis course,learn from the world's leading experts on ocean science. They will present the issues and potential solutions – grounded in rigorous scientific research – to fight for our endangered waters. This course is for:  Environmental Studies

 In this course, you'll take on the role of a communications manager for a fictional organisation, making key decisions that will affect its online reputation.You will experience:Throughout the course, you’ll learn from real life case studies and gain an understanding of the important role that blogs, Facebook, Twitter, Snapchat and other social platforms play in today’s business world.The digital landscape is fast-paced and continually changing, yet is an equally challenging and exciting environment in which to work. This course is relevant to anyone working in marketing, communications, public relations, social media and advertising.This course is part of the CurtinX MicroMasters Credential in Marketing in a Digital World that is specifically designed to teach the critical skills needed to be successful in this exciting field. In order to qualify for the MicroMasters Credential you will need to earn a Verified Certificate in each of the five courses.You'll learn how to: Communication

Computer Vision is one of the most exciting fields in Machine Learning, computer science and AI. It has applications in many industries such as self-driving cars, robotics, augmented reality, face detection in law enforcement agencies.In this intro-level course, you will learn about computer vision and its various applications across many industries. As part of this course, you will utilize Python, Watson AI, and OpenCV to process images and interact with image classification models. You will also build, train, and test your own custom image classifiers.This is a hands-on course and involves several labs and exercises. All the labs will be performed in the Cloud and you will be provided access to a Cloud environment completely free of charge.At the end of the course, you will create your own computer vision web app and deploy it to the Cloud.This course does not require any prior Machine Learning or Computer Vision experience, however, some knowledge of Python programming language is necessary. Computer Science

The Japanese economy was once described as the “rising sun,” overcoming all odds to become an economic superpower. In the late 1980s and early 1990s, many of the largest companies in the world with the highest capitalization were Japanese. Often, the key to Japan's success was attributed to its unique business model, strategies and practices. However, Japan no longer enjoys strong growth. Since the infamous “burst of the bubble”, Japanese companies have slipped from dominance and lost their competitive edge to companies in America, China and other regions. Japan's once highly acclaimed business management has been critiqued, judged, and brought into question. Japan is now in a transitional phase. Some companies are cementing their traditional business practices, others are transforming their strategies entirely, while still others are unsure how to adapt to the new times. This course is essential for anyone aiming to be a global leader. Ithelpsthem understand the basics of Japanese business, Japan's rise (including its successes and failures), and allows them to seefuture potential. The course takes a holistic approach. It looks not only at strategy and practices, but also at the entire management ecosystem. It explores factors ranging from socioeconomic to international interventions that helped shape Japanese corporate culture, strategy and vision. This course has been designed to give future leaders the right mindset to be a global leader. Learners study various corporate philosophies and case studies to see firsthand the benefits - and limitations - of Japanese business management. Business & Management

This course introduces you to the core concepts of cloud computing. You will gain the foundational knowledge required for understanding cloud computing from both business and practitioner perspectives.You will learn about the definition and essential characteristics of cloud computing, its history, emerging trends, and the business case for cloud computing. You also learn about the various cloud service models (IaaS, PaaS, SaaS) and deployment models (Public Cloud, Private Cloud, Hybrid Cloud) and the key components of a cloud architecture (Virtualization, VMs, Storage, Networking, Containers).The course will also familiarize you with emerging trends associated with cloud including, Hybrid Multicloud, Microservices, Serverless, Cloud Native, DevOps, and Application Modernization. You learn about Cloud Security basics and will be introduced to some case studies and career opportunities related to cloud computing.This introduction to cloud computing course from IBM is suitable for anyone who is new to Cloud – whether you just want to understand the Cloud jargon, or are intending to start a career in a Cloud related profession. Computer Science

Did you know that cities take up less than 3% of the earth’s land surface, but more than 50% of the world’s population live in them? And, cities generate more than 70% of the global emissions? Large cities and their hinterlands (jointly called metropolitan regions ) greatly contribute to global urbanization and sustainability challenges, yet are also key to resolving these same challenges.If you are interested in the challenges of the 21st century metropolitan regions and how these can be solved from within the city and by its inhabitants, then this Sustainable Urban Development course is for you!There are no simple solutions to these grand challenges! Rather the challenges cities face today require a holistic, systemic and transdisciplinary approach that spans different fields of expertise and disciplines such as urban planning, urban design, urban engineering, systems analysis, policy making, social sciences and entrepreneurship.This MOOC is all about this integration of different fields of knowledge within the metropolitan context. The course is set up in a unique matrix format that lets you pursue your line of interest along a specific metropolitan challenge or a specific theme.Because we are all part of the challenges as well as the solutions, we encourage you to participate actively! You will have the opportunity to explore the living conditions in your own city and compare your living environment with that of the global community.You will discover possible solutions for your city’s challenges and what it takes to implement these solutions. Your participation will also contribute to wider research into metropolitan regions as complex systems.We invite you to take the first steps in understanding the principles that will be essential to transform metropolitan regions into just, prosperous and sustainable places to live in!This course forms a part of the educational programme of the Amsterdam Institute for Advanced Metropolitan Solutions and is developed by Wageningen UR and TU Delft, two of the founding universities of AMS Institute. Social Sciences

Imaging technologies form a significant component of the health budgets of all developed economies, and most people need advanced imaging such as MRIs, X-Rays and CT Scans (or CAT Scans) during their life. Many of us are aware of the misinformation sometimes offered in TV dramas, which either exaggerates the benefits or overemphasizes the risks.This medical imaging course provides an introduction to biomedical imaging and modern imaging modalities. The course also covers the basic scientific principals behind each modality, and introduces some of the key applications, from neurological diseases to cancers. This course includes modules specially designed for the general public, whilst also providing some advanced modules which could contribute to professional development in health, engineering and IT industries.Additionally, in the 'advanced' sections in the course you'll learn: Medicine

Want to learn how to construct an amplifier for mobile phones? Wondering how energy storage elements like capacitors and inductors work, or how to make microchips run faster? This free circuits course taught by edX CEO and MIT Professor Anant Agarwal and colleagues is for you. This is the second of three online Circuits and Electronics courses and is taken by all MIT Electrical Engineering and Computer Science (EECS) majors. Topics covered include: MOSFET large signal and small signal analysis; amplifiers; energy storage elements like capacitors and inductors; and dynamics of first-order networks and circuit speed. Design and lab exercises are also significant components of the course. Weekly coursework includes interactive video sequences, readings from the textbook, homework, online laboratories, and optional tutorials. The course will also have a final exam. This is a self-paced course, so there are no weekly deadlines. However, all assignments are due when the course ends. Electronics

This course, the first in a comprehensive series on China, introduces you to the history, geography, and culture of the country. Time, space, and identity — enduring issues in Chinese history — are explored. You’ll study China’s early dynasties to understand how physical geography impacted its inhabitants and how the many ethnicities within the country affected Chinese identity. You’ll learn about China’s origins as told in ancient texts and through modern archeology. You’ll explore the first dynasties during the Chinese bronze age, the many facets of Confucianism and his Analects, and the competing schools of thought that followed. New political and moral ideas appear in Chinese culture in this period — ideas that make up the country’s intellectual foundations and still resonate today. Join us to learn about China’s origins and how early concepts in Chinese culture still matter in the 21st century. History

As Agile practices started revolutionizing software development, there has been an increasing need to bridge the gap between faster development vs. slower deployment and operational practices. With its modern principles, practices and an array of state-of-the-art automation tools, DevOps provides a path to bring your operations into the Agile manifold, ultimately resulting in faster software delivery, without compromising on quality.As DevOps processes mature, there is a growing need for professionals with expertise in the key practices and tools. DevOps has not only opened up new opportunities for Operations personnel, but also provides them with a logical career progression. There is also an emergence of Site Reliability Engineering as a specific implementation of DevOps. This course has been designed as a first step in the journey of transforming operations into an all round DevOps expert.If you are a manager looking for guidelines on how to start transforming organizations, and understand where to start, this course is for you. If you aspire to make a career in the world of DevOps and Site Reliabilty Engineering, this course is your starting point. Upon completion, you should have a good understanding of the foundation, principles, and practices of DevOps and Site Reliability Engineering.The 2018 Open Source Jobs Report from Dice and the Linux Foundation highlighted the strong popularity of DevOps practices, along with cloud and container technologies. DevOps skills are in high demand, and DevOps jobs are among the highest paid tech jobs. Be at the forefront of revolutionizing technology advancements and of the learning curve. Get the knowledge and skills to understand how to deploy software with confidence, agility and high reliability using modern DevOps and SRE practices. Computer Science

In this course, we will look at how people make sign language work—and to understand this, we have to analyze the actual language. In this course, Professor Ted Supalla will walk you through examples of how alterations within a sign can change its meaning and how this can affect word order in a sentence. This is discussed under the broad term “structure”, because a number of things can influence signed language grammar. Many factors have to be considered, which is why we have to take a layered, cumulative approach here. Language

Understanding how gender intersects with various cultural and social concepts is not only essential to understanding gender studies as a scientific discipline, it is also an important part of moving through and experiencing the world as a human being. Understanding gender and intersectionality can help us understand ourselves and the world and culture we live in. This course offers an excellent starting point for anyone coming to gender studies for the first time, or for those already in the field who wish to brush up on the basics through a more visual experience. The course will offer different resources in the form of literature, articles, images, audio, websites, and visual texts about gender in many different contexts. Specifically using examples from popular culture, classical literature, and history, this course will teach you how to analyze religious texts and traditions, class divisions, racial inequality, sexualities, and nationalism through a gendered lens. The course is adapted from a semester length undergraduate level course taught at the University of Iceland.By the end of course, you will be able to: Humanities

New technologies and “big data” have transformed every facet of business, from accounting to marketing. Technologies like social media, ecommerce platforms, mobile devices, software services, the cloud, artificial intelligence, and the internet of things have created new business processes and products, while displacing and disrupting many others. In order to stay competitive, business leaders need to understand these emerging technologies, assess their inherent opportunities and challenges, and strategically maneuver the organization to maximize the value--and minimize the risk--of digital transformation.This course will help you assess the most critical digital technologies that affect your business sector and how you can leverage them to realize efficiencies. We’ll discuss when and how to appropriately commoditize the data these technologies produce and ultimately, how the strategic deployment of technology can transform an organization. Business & Management

Designing and creating trousers will teach learners how to design and make trousers for men and women, by recording key body measurements, developing the ability to create unique designs, and made to measure patterns to create unique garments. Learners will understand how to record body measurements used to create trousers for men and women, and develop the knowledge and skills to adapt the basic blocks into unique designs, with activities to create different waistbands, pockets, openings, and different trouser shapes and designs. Learners will develop the skills to create trouser patterns, and adapt patterns into individual designs; creating specification sheets for commercial patterns and manufacturing. With tutorials in pattern making and sewing techniques, learners will develop the skills to hand or machine sew garments to fit their own body shape, developing the skills and knowledge to manufacture clothing, including fit analysis, and adjusting the fit of clothing to specific body shapes and size. Gaining valuable knowledge in the art of made to measure clothing, and how to obtain a perfect fit of a garment. The skills obtained from the technical creation side of the course will give learners the understanding of garment details and components, and provide the foundation to design a whole range of different trouser designs, leg lengths, widths, pocket styles and fabrics used in different casual and tailored looks. This course will prepare learners for a career within the fashion industry, gaining a foundation of knowledge to complete an undergraduate programme, or work within the fashion industry as a designer, pattern cutter, merchandiser or fit technologist. They will understand how to make patterns, sew garments, fit to a person and design skills in creating trousers to specific body shapes. The knowledge and skills obtained in this course will provide a foundation of core abilities, which are used within the fashion industry. Design

From women to children to indigenous peoples, the rights of marginalized groups the world over are violated daily. These injustices affect not just these groups, but also the stability of our world – and our collective future. Join this massive open online course to learn about the establishment of human rights and their linkages to many other global issues in sustainable development. Using legal frameworks as the lens, the course explores the barriers that prevent rights from becoming reality in different societies. This course is for: Social Sciences

We have witnessed the power of mechanization in the early nineteen century, automation in the seventies, information and the internet in the last decades. But now, the adaptation of connected intelligence into the business and social fabrics is advancing at an astonishing speed, which will completely change the way we conduct business. In this course,we will discuss changes/predictions we forsee in the future, such as: This course will explain how these changes will be brought about by the extensive use of digital intelligence, which will be available on mobile, internet, and pervasive computing as homes, offices and factories become a well knitted cyber-physical system. Enabling tools such as Cloud Computing, Big Data, Internet of Things and Cyber Physical Systems are introduced. Automation, intelligence and collaborations are also discussed with particular reference to smart manufacturing, smart products/services and smart cities, and their opportunities and challenges. This is not a technical course; instead part of the focus is on organizational readiness, skills gaps and competencies for knowledge workers to fully leverage the power of Industry 4.0. Suitable for learners from all disciplines and interested in the mega changes to our society. Business & Management

This course is part one of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course will lay down the foundations of basic mathematical vocabulary and play a role in communicating key concepts throughout the MathTrackX Program. A central concept underpinning this course is the mathematical concept of function. Functions occur throughout mathematics and an understanding of them is essential.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will introduce functions, the algebra of numbers & polynomials and sets of numbers and intervals of the real number line.Join us as we provide opportunities to develop your skills and confidence in these mathematical functions. Math

Crop production: learn about agriculture and food production for the futureHow much food will be available for humankind in the future? Feeding nine billion people in 2050 without exhausting the planetary reserves is perhaps the greatest challenge humanity has ever faced.In this course of the XSeries in environmental studies, you will examine the principles of crop production. You will learn about the ‘availability pillar’ of global food security that lies at the heart of food production, applicable to both crops and animal production. This course will discuss why yields in some parts of the world are lagging behind and identify the agro-ecological drivers that shape the broad diversity of production systems. Also, key issues relating to the closing of yield gaps and the difference in visions of sustainability will be explored.Systems-based approach at Wageningen UniversityThe University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of ‘healthy food and living environment’. Through its unique systems-based approach to food systems, the institute adds the phase of primary production to the broad context of global food security.This is why you should sign upIf you want to enrich your views and action perspectives related to global food security and food systems, you can sign up as a:After successful completion of both practice and graded questions related to this course, you will:A verified edX certificate provides proof for an employer, school, or other institution that you have successfully completed this online course.In this course, you will learn about crop production from professor Ken E. Giller:  Biology & Life Sciences

This course will cover topics related to breeding, growing, and processing cannabis. Cultivation conditions, plant needs like lighting, care schedules, drying, and curing will be discussed. Learners will survey the basics of cannabis extraction, refinement, purification, and other post-harvesting techniques. Environmental Studies

In today’s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance.The main objectives of this course are the following:Topics covered include probability, statistics, regression, stochastic modeling, and linear, nonlinear and discrete optimization.Most of the topics will be presented in the context of practical business applications to illustrate its usefulness in practice. Business & Management

A good algorithm usually comes together with a set of good data structures that allow the algorithm to manipulate the data efficiently. In this course, part of the Algorithms and Data Structures MicroMasters program, we consider the common data structures that are used in various computational problems. You will learn how these data structures are implemented in different programming languages and will practice implementing them in our programming assignments. This will help you to understand what is going on inside a particular built-in implementation of a data structure and what to expect from it. You will also learn typical use cases for these data structures.A few examples of questions that we are going to cover in this course are:We look forward to seeing you in this course! We know it will make you a better programmer. Computer Science

Are you concerned about the impact of new technologies will have on the workforce? Are you interested in what you can do to build a better work for yourself and the next generation? If we take the right actions, we can shape the future of work in ways that meet the needs of workers, families, and their economies and societies. To do so, we first have to understand how work is changing, how firms can prosper and support good jobs and careers, and how to update the policies, institutions, and practices governing the world of work. The goal of this course is to understand the relationship between new technologies, work and society and develop plans of action for improving the job and career opportunities for today and tomorrow's workforce. We'll start by looking at the challenges we face today and in the near future in regards to globalization and technology change, as well as the unique opportunities that they present. Then we will take a deep dive into the history of work and employment to understand how the it affects us today, as well as to look at solutions that worked well in response to similar problems. We'll look at the impact advances in technology are having across industries, and the ways in which these technologies are transforming the nature of human work and skills needed. We will explore ways in which we as a society can and should shape and catalyze these new technologies to complement and augment human work, rather than replace it. We'll also take you on a personal journey, where you will learn what employers expect in today's world of work--the skills, flexibility, and knowledge that are crucial for success in the contemporary workplace. We'll examine what has to happen in order for employers, workers, governments, and educators to come together to forge new policies, rules, and understandings for governing the world of work in the 21st century, and together as a class forge a new social contract of work as well as a personal action plan to implement it. Many colleagues and groups around the world share our deep concern for these issues and are studying how to address them in their specific settings. We invite each of you to join us and to share your insights and ideas about how we can make work, work better for all in the years ahead. In this spirit we will draw on our own expert group here--ourMIT Task Force on Work of the Future. Together we can make a difference for the next generation workforce, our economies, and our societies. Business & Management

Designing a successful and innovative solution requires creative ideas and their iteration. As critical phases of the design thinking process, ideation and iteration are often what distinguish design thinking from traditional or linear problem-solving approaches. This course, part of the Design Thinking MicroMasters program, will explain and provide context and instruction on essential ideation techniques such as:After ideation, the solution(s) that best address the original problem are chosen to present. This course will discuss best practices for selecting solutions and common pitfalls to avoid when communicating solutions to a client. Business & Management

The dilemma of the negotiator is a phenomenon that is derived from the tension that arises when, in the light of a specific situation, the optimum negotiation strategy must be discerned. The term was made popular by Professors David Lax and James Sebenius, of the Harvard Business School, to exemplify the dilemma between cooperating and competing in a negotiation.In this course, we first analyze the structure of the Dual Matrix that brings forth the five negotiation strategies, identifying the strengths and weaknesses of each, and the situations in which they work out best.We study the behaviours that lead to each strategy in order to reflect about our negotiation profile, which has historically driven us to use a preferential strategy, but which is not necessarily yielding the results expected.The participant will develop competences for strategic decision making, which will enable him to achieve the greatest benefit from a negotiation, in terms of creation of value and satisfaction between the parties involved.Identify negotiation styles based on the results and relationships in a negotiation.Analyze the most effective strategic options in different negotiation contexts.Solve complex problems that meet the interests and objectives of the parties involved. Business & Management

Agribusiness is at the core of most economies around the world. The business of feeding peopleremains both complex and extremely important. According to the World Bank, food and agribusiness is a US $5 trillion industry that represents 10 percent of global consumer spending. In a global food system impacted by growing populations, economic growth, globalization, climate challenges, disruptive technologies, and evolving consumer demands, we must find smarter ways to produce food and to operate food businesses. Guided bythe team at The Centre for Global Food and Resources, this course will introduce the concepts at the heart of agribusiness; including value chain thinking, the dynamics of markets, and the changing nature of consumer behavior. You will learn what it is that sets agribusiness apart from other business sectors and the difference between supply chain and value chain thinking. You will gain an understanding of food markets and the distinctive factors that influence them. There will be a focus on the role that consumers play in the value chain - why they make the food choices they do and what changing food demand means for agribusiness. This course will showcase Australian agribusinesses, providing genuine insights into the concepts discussed. In an increasingly complex sector, this course will help you think differently about the challenges and the opportunities that lie ahead for agribusiness. Business & Management

Information Security is everywhere: as the world becomes more and more digitized, so it becomes more and more hackable. Cyber attacks, data breaches, and even cyber warfare are all very real - so it's infinitely important to understand how hackers think and act, and how you can fight back.In this course, which is the second part of the Unlocking Information Security program, you will turn your attention to the Internet: you'll start by learning about the inherent vulnerabilities lurking in the multiple layers of the Internet's protocol stack and then meet the first line of internet defenses. Next, you'll take an in-depth look at the modern cryptographic concepts that are at the core of internet security and discover the mathematical miracle that makes them possible.With all this in mind, you will take a deep survey of the world wide web; understand the various technologies behind websites, how web servers and web browsers interact, how they can be attacked, and how they should be defended. Finally, you will learn about viruses, worms and trojans: what they are, how they spread, hide and attack, and the arms-race between them and the anti-virus industry.This course was produced at Tel Aviv University by TAU Online - learning innovation center. Computer Science

Human rights defenders are people who have the courage to stand up against injustice. In this online course, you will follow their stories, learn how they mitigate risks and explore the creative ways they use to speak up. You will find out what drives them to take action, witness what defenders can achieve and discover how you can use your voice to defend your rights and those of others. Together we'll explore: You will be challenged to take part in discussions with other course participants, reflect on human rights issues you care about, and create a practical toolkit that serves as a personal guide to defending human rights. This is Amnesty International's third Massive Open Online Course. Be prepared for active learning, connecting with course participants from across the world and to become part of a global community dedicated to taking action to defend human rights everywhere. This course is also available in Spanish, French, and Arabic. Social Sciences

Do you want to learn how to design? Using the Delft Design Approach, you will learn how to use a number of key design methods to create meaningful products and services.This course is an introduction to the Delft Design Approach offering a model and a set of signature methods from Delft to teach you how to get from understanding the user in context to defining a meaningful design challenge and - in the end - deliver a great design! The course challenges you to experience the design process yourself and reflect on your work with the help of students and excellent teaching staff from Delft, and industrial experts.No previous knowledge of design methods is required, yet some experience with designing (something) is helpful. This course has been awarded with the 2015 Open Education Award for Excellence in the category 'Open MOOC' by the Open Education Consortium. Business & Management

Want to learn how your radio works? Wondering how to implement filters using resistors, inductors, and capacitors? Wondering what are some other applications of RLC and CMOS circuits? This free circuits course, taught by edX CEO and MIT Professor Anant Agarwal and MIT colleagues, is for you. The third and final online Circuits and Electronics courses is taken by all MIT Electrical Engineering and Computer Science (EECS) majors. Topics covered include: dynamics of capacitor, inductor and resistor networks; design in the time and frequency domains; op-amps, and analog and digital circuits and applications. Design and lab exercises are also significant components of the course. Weekly coursework includes interactive video sequences, readings from the textbook, homework, online laboratories, and optional tutorials. The course will also have a final exam. This is a self-paced course, so there are no weekly deadlines. However, all assignments are due when the course ends. Electronics

Do you want to broaden your knowledge on vaccinology or get a first well-balanced introduction to different aspects of the vaccine field? Then tune in for this MOOC!Do you know vaccines have proven to be one of the most powerful and effective ways of reducing morbidity and mortality and even eradicating diseases? Within this MOOC, we will elaborate on the burden of some infectious diseases. Besides the history of vaccines and the impact on mankind, a module will be dedicated to vaccine immunology.You will learn more about the different stages in vaccine development and the (sometimes) troublesome path to reach those most in need. Big steps forward have been made, but there are still challenges to tackle, including the recent vaccine hesitancy leading to a worrisome reduction in vaccination rates.A novel vaccine platform technology, named PLLAV (i.e. plasmid-launched live-attenuated viral vaccine) will be highlighted as well.This MOOC is aimed at all stakeholders in the vaccine field like students, parents, scientists, NGOs, politicians and many more. Medicine

Building construction is one of the most waste producing sectors. In the European Union, construction alone accounts for approximately 30% of the raw material input. In addition, the different life-cycle stages of buildings, from construction to end-of-life, cause a significant environmental impact related to energy consumption, waste generation and direct and indirect greenhouse gas emissions. The Circular Economy model offers guidelines and principles for promoting more sustainable building construction and reducing the impact on our environment. If you are interested in taking your first steps in transitioning to a more sustainable manner of construction, then this course is for you! In this course you will become familiar with circularity as a systemic, multi-disciplinary approach, concerned with the different scale, from material to product, building, city, and region. Some aspects of circularity that will be included in this course are maximizing reuse and recycle levels by closing the material loops. You will also learn how the Circular Economy can help to realign business incentives in supply chains, and how consumers can be engaged and contribute to the transition through new business models enabling circular design, reuse, repair, remanufacturing and recycling of building components. In addition, you will learn how architecture and urban design can be adapted according to the principles of the Circular Economy and ensure that construction is more sustainable. You will also learn from case studies how companies already profitably incorporate this new theory into the design, construction and operation of the built environment.At the end of the course you will be able to:  Architecture

Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020. ****Innovative products and services change lives, and having the right innovative process creates an competitive advantage. Ultimately, innovation is about one thing: problem solving. ****As an agile problem solver, you'll need to expand your critical thinking skills to address the key sources of risk in developing best solutions for your new products and business lines. The Problem-solving techniques covered begin with problem definition, beginning with job descriptions and applying the right soft skills to enhance requirements gathering. This ensures you're targeting a good problem to solve, and that you understand the business model. The course then moves on to practices such as "brainstorm and storm drain" to target new creative solutions. You will learn how innovation works on fast feedback cycles to test possible solutions and target root causes of defects. Creative thinking isn't a straight line, and neither should the problem-solving process be a straight line. Each course of action needs early and frequent testing. ****Key lessons taught in this course are:By following best practices of Agile, including timeboxes, constraint-based thinking processes, and empathetic problem solving, you'll learn how to provide a sustainable innovation environment for your teams.While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how agile innovation is accomplished in industry today. You'll finish this course more than ready to continue your agile journey, which we hope takes you to the next course in the series on “Agile Leadership Principles and Practices.”Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). ****Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering

Are you aware of the controversial situations facing States and foreign investors nowadays in relation to, for instance, the protection of public health and the environment? Do you recall recent cases such as Philip Morris v Uruguay and Vattenfall v Germany?In the aftermath of these high profile cases and in the context of the negotiation of new international investment agreements, like the CETA and the TPP, local populations, policy-makers and NGOs have come to realize the societal importance of international investment law. Passionate and sometimes ill-informed discussions have resulted from this realisation. They have focused on the features of international investment law, which has traditionally granted rights to foreign investors to foster States’ economic development. Central to these discussions are the issues of:Learning and understanding the features and dynamics of international investment law is key not only for international lawyers and policy-makers, but it is also important knowledge for all well-informed citizens.In this law course, you will:At the end of this course, you’ll be able to: Law

How do you create realistic animations? How do you predict the motion of materials? It’s key to the success of animated films to ensure (was insure) audiences believe in characters.This course will show you how to create lifelike animations focusing on the technical aspects of CGI animation and also give you a glimpse into how studios approach the art of physically-based animation.You will learn the fundamental concepts of physical simulation, including:These concepts will be put into practice in the programming assignments spanning: Computer Science

Terrorism has gone from a persistent yet marginal security concern to one of the most important security problems of our day. There are few countries that do not suffer from some form of terrorism. Though many attempts at terrorism fail, some groups wage lengthy and bloody campaigns and, in exceptional cases, kill hundreds or even thousands in pursuit of their ends.This course on terrorism will explore the nuances involved in defining terrorism; the nature of Al Qaeda, Hamas, the Islamic State, and other important groups; the effectiveness of different counterterrorism tools; terrorist recruiting, counterterrorism and the rule of law; the political context in South Asia and the Middle East; and the terrorist use of technology.For those interested in an abbreviated version of this course, the 3-section course Terrorism and Counterterrorism: An Introduction is available here. Humanities

The key factor in getting more efficient and cheaper solar energy panels is the advance in the development of photovoltaic cells. In this course you will learn how photovoltaic cells convert solar energy into useable electricity. You will also discover how to tackle potential loss mechanisms in solar cells. By understanding the semiconductor physics and optics involved, you will develop in-depth knowledge of how a photovoltaic cell works under different conditions. You will learn how to model all aspects of a working solar cell. For engineers and scientists working in the photovoltaic industry, this course is an absolute must to understand the opportunities for solar cell innovation. This course is part of the Solar Energy Engineering MicroMasters Program designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems. We recommend that you complete this course prior to taking the other courses in this MicroMasters program.Audit learners can develop their skills and knowledge in relation to the above learning objectives by having access to the video lectures, a limited number of practice exercises and discussion forums. Verified learners are offered a number of study tools to demonstrate they have mastered the learning objectives. They will have access to all exercises: practice, graded and exam questions. Engineering

Information technology (IT) can be viewed as a system, a combination of independent parts all working together to accomplish a certain goal. Systems are everywhere. For example, the respiratory, circulatory, nervous, and other subsystems of the body work together towards the common goal of keeping humans alive. IT is similar in that it consists of various subsystems all working towards a common goal. Information Technology Foundations will examine how the system called IT helps an organization advance its business goals and vision, resulting in improved growth, profits, and productivity. The course will explore the different components of IT and how they work together as a system to support the different aspects of an organization. Specifically, the course will explore different categories of software such as operating systems, programming, and databases. The hardware components that will be examined are the structure of computers and their peripherals. The role of people will be an important focus of the course, describing which roles are necessary for the IT system to function efficiently and effectively. This focus includes the various administrative roles, the methodologies used by people tasked with developing new systems, and the ethical issues that must be considered by individuals involved with IT. In IT, as with many other systems, the independent parts must be integrated together to reach the common goal. This integration is accomplished by networking, which encompasses the core components of hardware, software, and users. IT supports and improves many aspects of an organization, including communication (both internal and external), resource sharing, cross-department integration, information management, security of organization and employee information, and organization adherence to ethical practices. Computer Science

In our interconnected and complex world, leaders are faced with both internal and external stakeholders. Problems have to be solved within complex networks of stakeholders, each with their own dynamics, interests, perspectives and power. As leaders, engineers have clear advantages: they are analytical, technically skilled, project-based, good with numbers and well-used to problem-solving. However, engineers cannot rely on this skillset alone when exercising leadership in today’s world.Upon completion of this course you will be introduced to an influencing mindset and toolkit, in order to use a set of cohesive strategies for dealing with stakeholders – both cooperative and non-cooperative stakeholders.  Business & Management

Technology, digital media and mobile access have changed how people learn. Today’s students want to be engaged and self-directed with digital content, available anytime, anywhere. This is a challenge for instructional designers as they create online learning experiences.As an instructional designer, it’s critical to understand emerging learning theories including Bloom’s taxonomy and constructivism and how they relate to the way people learn in our digitally connected world. This course, which is part of the Instructional Design and Technology MicroMasters Program, explores the evolution of learning theories from traditional Socratic methods to emerging learning sciences. Additionally, you will explore curriculum design models using performance-based assessments to create effective and engaging learning experiences.After a solid foundation of how people learn today, you will explore technology’s role in supporting and enhancing the teaching and learning process.Previous background in teaching or professional development is a plus, but not required. Join us and launch your career as an instructional designer. This course is part of the Instructional Design and Technology MicroMaster’s program from UMGC. Upon completion of the program and receipt of the verified MicroMaster’s certificate, learners may then transition into the full UMGC Master’s Program in Learning Design and Technology. See the MicroMasters program page for more information. Education & Teacher Training

Welcome to the self paced course, Algorithms: Design and Analysis, Part 2! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This course is an introduction to algorithms for learners with at least a little programming experience. The course is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. After completing this course, you will have a greater mastery of algorithms than almost anyone without a graduate degree in the subject.Specific topics in Part 2 include: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes), dynamic programming (knapsack, sequence alignment, optimal search trees, shortest paths), NP-completeness and what it means for the algorithm designer, analysis of heuristics, local search.Learners will practice and master the fundamentals of algorithms through several types of assessments. There are 6 multiple-choice problem sets to test your understanding of the most important concepts. There are also 6 programming assignments, where you implement one of the algorithms covered in lecture in a programming language of your choosing. The course concludes with a multiple-choice final.There are no assignment due dates and you can work through the course materials and assignments at your own pace. Computer Science

Linear algebra is at the core of all of modern mathematics, and is used everywhere from statistics and data science, to economics, physics and electrical engineering. However, learning the subject is not principally about acquiring computational ability, but is more a matter of fluency in its language and theory.In this course, we will start with systems of linear equations, and connect them to vectors and vector spaces, matrices, and linear transformations. We will be emphasizing the vocabulary throughout, so that students become comfortable working with the different aspects.We will then introduce matrix and vector operations such as matrix multiplication and inverses, paying particular attention to their underlying purposes. Students will learn not just how to calculate them, but also why they work the way that they do.We willdiscuss the key concepts of basis and dimension, which form the foundation for many of the more advanced concepts of linear algebra.The last chapter concerns inner products, which allow us to use linear algebra for approximating solutions; we will see how this allows for applications ranging from statistics and linear regression to digital audio.The relationships between linear equations, matrices, and linear transformations; the principles of vector and matrix operations; the significance of basis and dimension of a vector space; the applications of inner products and orthogonality. Math

There is no doubt that the quantum computer and the quantum internet have many profound applications, they may change the way we think about information, and they could completely change our daily life.The aim of this course is to help you get up to speed with current progress in the transition to a quantum information era. After an initial review of some of the basic concepts and operating principles of the quantum computer and quantum internet (e.g. the ket notation and quantum bits, the qubits), the course will feature an extensive discussion on some of the different ways qubits can be built. Then, we will discuss the four types of qubits that QuTech focuses on: topological qubits, spin qubits, trans qubits and NV center qubits. The course is a journey of discovery, so we encourage you to bring your own experiences, insights and thoughts via the forum! This course is authored by experts from the QuTech research center at Delft University of Technology. In the center, scientists and engineers work together to enhance research and development in quantum technology. QuTech Academy’s aim is to inspire, share and disseminate knowledge about the latest developments in quantum technology. Physics

It describes the elements of the Leadership model oriented towards human flourishing, in order to develop leaders who achieve better results.We are facing a world leadership crisis, due to (among other factors) the volatile, uncertain, complex, and ambiguous context we are living in.The world needs self-aware leaders who are also aware of their environment, immersed in a permanent learning process, who are committed, resilient, with a positive vision of the present and the future, who find meaning in their life mission, and who flourish by contributing to the flourishing of others.This course will bring the necessary tools to develop a human-flourishing-oriented-leadership.Identify opportunities for personal improvement within the five elements of the Leadership Focused on Human Flourishing model.Develop the skills that will allow you to achieve and optimize results at work.Understand the relationship between happiness, leadership, and flourishing. Business & Management

We begin with a study of finite automata and the languages they can define (the so-called "regular languages." Topics include deterministic and nondeterministic automata, regular expressions, and the equivalence of these language-defining mechanisms. We also look at closure properties of the regular languages, e.g., the fact that the union of two regular languages is also a regular language. We consider decision properties of regular languages, e.g., the fact that there is an algorithm to tell whether or not the language defined by two finite automata are the same language. Finally, we see the pumping lemma for regular languages -- a way of proving that certain languages are not regular languages.Our second topic is context-free grammars and their languages. We learn about parse trees and follow a pattern similar to that for finite automata: closure properties, decision properties, and a pumping lemma for context-free languages. We also introduce the pushdown automaton, whose nondeterministic version is equivalent in language-defining power to context-free grammars.Next, we introduce the Turing machine, a kind of automaton that can define all the languages that can reasonably be said to be definable by any sort of computing device (the so-called "recursively enumerable languages"). We shall learn how "problems" (mathematical questions) can be expressed as languages. That lets us define problems to be "decidable" if their language can be defined by a Turing machine and "undecidable" if not. We shall see some basic undecidable problems, for example, it is undecidable whether the intersection of two context-free languages is empty.Last, we look at the theory of intractable problems. These are problems that, while they are decidable, have almost certainly no algorithm that runs in time less than some exponential function of the size of their input. We meet the NP-complete problems, a large class of intractable problems. This class includes many of the hard combinatorial problems that have been assumed for decades or even centuries to require exponential time, and we learn that either none or all of these problems have polynomial-time algorithms. A common example of an NP-complete problem is SAT, the question of whether a Boolean expression has a truth-assignment to its variables that makes the expression itself true. Computer Science

In this course, part of the C Programming with Linux Professional Certificate program, you will be introduced to the concept of modular programming: that is, dividing up more complex tasks into manageable pieces. Within moments you will be coding hands-on in a new browser tool developed for this course, receiving instant feedback on your code. No need to install anything! You will learn how to write your own functions (just like functions in mathematics for example). You will also gain insight into a computer's architecture and learn how its memory is organized. Given the vast amount of memory computers have these days, how does your program remember where a certain variable is stored? This brings about the important topic of how memory is efficiently addressed inside a computer, and with it, the topic of pointers. Pointers are often considered the most difficult part and main struggle for C program developers. We will introduce you to this central topic with our novel and innovative visualization tools and show you precisely how pointers work. No need to struggle! The programming concepts you will gain in this course are foundational to any programming language. By the end of this short course, you willhave reached the third milestonein the C Programming with Linux Professional Certificate program, unlocking the door to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science

Successful entrepreneurship ultimately comes down to three questions:The course series Entrepreneurship 101, 102, and 103 addresses these questions one by one.Entrepreneurship 102 is for you if you are creating a product or service, especially in an entrepreneurial setting. You face resource scarcity, but strive to iterate quickly through reliable insights. We’ll teach you how to do that.Our approach to product design will be holistic. We’ll teach you to translate user needs into product priorities and product priorities into experience design. We’ll base your learning process on case studies of MIT entrepreneurs.This course is particularly useful for:Entrepreneurship 102 is equally valuable for educators, who teach and coach entrepreneurs. In addition, the course is relevant for policymakers who work to energize the innovation ecosystems in their regions.If you can, take Entrepreneurship 102 as a team. The course will give you a common framework to make decisions, laying the foundation for your long-term success. Give you best to this course. In return, you will gain the confidence that you too can design great products. And that’s priceless.This course is a pre-requisite to an attend an MIT Bootcamp.The course is taught by Bill Aulet, Managing Director of the Martin Trust Center for MIT Entrepreneurship and Erdin Beshimov, Senior Director of MIT BootCampus.Learning goals: Business & Management

Do you want to learn how successful businesses use marketing to increase revenue, share and profitability?In an increasingly competitive market, marketing skills are vital to help organizations stand out, win customers, build loyalty and sustain long term impact and returns.This Introduction to Marketing course will help you understand the role of marketing and introduce you to the latest tools to help create value and competitive advantage. We explore how new businesses can achieve impact through marketing, providing you with unique insight to apply within your own business.Learn how to build a compelling value proposition, establish presence in a market, and compete effectively against rivals. Learn how marketers use segmentation, targeting, positioning, branding, design, pricing, communication channels to win against competitors, attract customers and build brand loyalty.Using real businesses as case studies, you will learn how companies such as Skyscanner, Vegware and Social Bite utilise marketing to build their brand, reach new customers and futureproof their businesses.Through this course, you will develop a set of practical skills to set an enterprise apart.No previous knowledge of marketing is needed. All you need is an open-mind and the ability to think creatively. This is the first of two courses that form the Professional Certificate in Digital Marketing Fundamentals. Upon completion of this course, you will be well positioned to learn about digital marketing. Business & Management

The human mind is an evolutionary product, just like the body. However, the mind does not remain in fossil form like bones and teeth. Therefore, to better study and understand our minds their evolutionary origins we need to compare our cognitive features with those of different living primates. This approach is called "Comparative Cognitive Science (CCS)". CCS is a unique combination of Psychology and Primatology. CCS tries to give answers to the fundamental questions such as "what is uniquely human?", "where did it come from?”, "how did we get here?”, and "where do we go?" This intensive course focuses on chimpanzees, the closest relatives of humans.This course covers selected areas of current research on CCS. We focus on behavioral studies of nonhuman animals, especially chimpanzees. Since the chimpanzee and the human share the latest common ancestor, only about five million years ago, this great ape provides the key to understanding our nature. Science

The course introduces the clinical reasoning process as it is used by clinicians from different health disciplines: medicine, dentistry, nursing, veterinary medicine, and pharmacy. The course offers a step-by-step description and explanation of the process, illustrated with clinical examples. This course is of interest to both students and health professionals as they hone their knowledge and clinical reasoning skills.The clinical reasoning process was analyzed and modeled by six clinicians from the Faculty of Medicine at Université de Montréal together with a cognitive specialist. The result of this research was a model that was first published in the journal Medical Education in April 2012(1). The research itself forms the cornerstone of the course.(1) Source : Charlin, B., Lubarsky, S., Millette, B., Crevier, F., Audétat, M.-C., Charbonneau, A., Caire Fon, N., Hoff, L. and Bourdy, C. (2012), Clinical reasoning processes: unravelling complexity through graphical representation. Medical Education, 46: 454–463. doi: 10.1111/j.1365-2923.2012.04242.xThis online course is designed to simplify a complex cognitive process in order to help learners understand and apply it and help educators support them.Our course consists of seven modulesGood luck in the courseThe MOOC-Clinical Reasoning Process teaching team Medicine

Knowledge of media law is crucial for creative and design professionals. This course explores a comprehensive range of topics and models, such as privacy and art, the Digital Millennium Copyright Act, Open Source public license, Creative Commons, Digital Rights Management, as well as working definitions of Fair Use and the practical limits of sampling/mixing in different idioms and economic sectors. Art & Culture

In this course, participants will explore research-informed, effective practices for online teaching and learning. By enrolling, you will learn practical ways to quickly move into teaching online, guided by top scholars and practitioners in the field. Each module, you will watch videos and read articles by online learning experts and participate in activities and discussions covering critical topics that will make the online environment a rich learning experience for your students. The instructors will synthesize relevant resources to help those who are new to online learning and those who have experience, but want to expand their skills and provide support for others. You will have the opportunity to ask questions, share practices that have worked well in online learning environments, and receive feedback on your teaching and learning plans. Given recent global developments related to COVID-19, many have rapidly shifted to move teaching online. For those who have not taught online before, this can be a challenging experience. Fortunately, there is a rich research base, dating back over sixty years, that provides insight and guidance on the key factors that enable successful learning online. This course will support the pivot to online learning by exploring the scientific literature as well as practical actions that enable online success and equitable outcomes for all learners.While the target audience of the course is postsecondary institutions, this course will be of use to anyone moving into online teaching and learning.In this course, you will learn to: Education & Teacher Training

Do you want to contribute to a more sustainable society? Tackle the challenges in the transition towards a circular economy? In this course you will analyse what it takes to create a circular economy including sustainable supply chains.The transition towards a circular economy is one of the biggest challenges in order to create a more sustainable society. This transition requires circular thinking and an interdisciplinary approach, combining socio-technical, managerial, and environmental considerations.Right now we design products from cradle to grave: from production to consumption to waste, which is a linear model. But we should design products from cradle to cradle: in a closed loop whereby they don't become waste, but valuable resources again. And when we start thinking in circles, we might as well try to reinvent not just supply chains, but entire systems. Because that's what we have been doing with sustainability: we have been departing from the status quo, while cradle to cradle and circular pushes us to think outside the box.Cradle to Cradle celebrates abundance; it recognizes that people, just like ants and trees, are abundant and have a large impact on their environment. The challenge is to make this impact a positive one and we invite you to join this challenge!In this course, we therefore take a systems approach to the circular economy, considering different stakeholder perspectives, their incentive structures, and their impact on circular alternatives.The circular solutions will be assessed by using applied, as well as emerging, technologies. You will learn how to use life cycle assessment and agent-based modelling to assess the socio-technical and manageable challenges and environmental benefits of alternative solutions.Join the MicroMasters programmeThis MOOC is part of two MicroMasters programmes, Economics and Policies for a Circular Bio-Economy and Business and Operations for a Circular Bio-Economy.Both programmes prepare you for the transition from fossil to renewable, biobased resources and consist of 3 courses and a final project; the capstone: Business & Management

How long should the handle of your spoon be so that your fingers do not burn while mixing chocolate fondue? Can you find a shape that has finite volume, but infinite surface area? How does the weight of the rider change the trajectory of a zip line ride? These and many other questions can be answered by harnessing the power of the integral.But what is an integral? You will learn to interpret it geometrically as an area under a graph, and discover its connection to the derivative. You will encounter functions that you cannot integrate without a computer and develop a big bag of tricks to attack the functions that you can integrate by hand. The integral is vital in engineering design, scientific analysis, probability and statistics. You will use integrals to find centers of mass, the stress on a beam during construction, the power exerted by a motor, and the distance traveled by a rocket. The three modules in this series are being offered as an XSeries on edX. Please visit Single Variable Calculus XSeries Program Page to learn more and to enroll in the modules.This course, in combination with Part 1, covers the AP* Calculus AB curriculum.This course, in combination with Parts 1 and 3, covers the AP* Calculus BC curriculum.[Learn more about our High School and AP* Exam Preparation Courses ](http://www.edx.org/high-school-initiative)This course was funded in part by the Wertheimer Fund.*Advanced Placement and AP are registered trademarks of the College Board, which was not involved in the production of, and does not endorse, these offerings. Math

In this course, part of the Algorithms and Data Structures MicroMasters program, you will learn basic algorithmic techniques and ideas for computational problems, which arise in practical applications such as sorting and searching, divide and conquer, greedy algorithms and dynamic programming.This course will cover theories, including:You will practice solving computational problems, designing new algorithms, and implementing solutions efficiently (so that they run in less than a second). Computer Science

This course focuses on conventional technologies for drinking water treatment. Unit processes, involved in the treatment chain, are discussed as well as the physical, chemical and biological processes involved. The emphasis is on the effect of treatment on water quality and the dimensions of the unit processes in the treatment chain. After the course one should be able to recognise the process units, describe their function, and make basic calculations for a preliminary design of a drinking water treatment plant.The course consists of 4 modules:This course in combination with the courses "Introduction to Water and Climate" and "Introduction to the Treatment of Urban Sewage" forms the Water XSeries, by DelftX. Engineering

Want to produce and record your own music? This course will help you do that by showing you how to apply new technologies to your own creative practice, using freeware and browser based apps. Music Technology Foundations draws on Adelaide’s world-class pioneering expertise in making electronic music, to provide a great foundation to a career in music and to enable any learner to use technology in creative ways. In this course, you’ll learn about the core principles of music technology, including sound, audio, MIDI, effects and sequencing. Computer Science

What does it really mean to think entrepreneurially?The entrepreneurial process isn’t only for start-ups, it’s a comprehensive mindset that will teach you to identify, assess, shape, and act on opportunities in a variety of contexts, settings and organizations. In this entrepreneurship course, you will learn to implement the method of Entrepreneurial Thought & Action® (ET&A™) – which will give you a roadmap to create and add value for stakeholders and society.ET&A™ is a tactical, results-oriented process that may be applied to new venture creation as well as to promote innovation within existing organizations – large, small or family owned – and across profit, not for profit and social ventures.The ability to ‘think like an entrepreneur’ and ‘act like an innovator’ are critical skills for success across industries and are proven tools to help distinguish you in the workplace and to accelerate your career. Business & Management

This course is Part 1 of the Credit and Credit Risk Analysis Professional Certificate program from the New York Institute of Finance. The course begins with an introduction to risk management and credit principles. You will review and understand credit risk, credit exposure, and the goals of credit analysis. You will learn about the purpose of debt, debt forms, and the difference between financing from debt vs. equity. In this course, you will gain a deeper understanding of the principles of credit risks, including exposure, default, default probability, expected loss, and loss given default. Important concepts will be covered that will help you to effectively assess business and industry risks, company business models, market competition, and the impact of risks on company performance. You'll examine how companies measure and mitigate these risks. Lastly, you'll review the roles of credit-rating agencies and the usefulness of market-related metrics, such as share prices and credit spreads. At the end of the course, you'll complete a hands-on risk analysis assessment. Economics & Finance

From skyscrapers to transportation infrastructure, structural materials dominate the human landscape. Learning the principles that govern their selection is essential for any aspiring or practicing engineer. This engineering course will introduce you to the key principles of structural materials selection through a practical curriculum rooted in the real world. The principles taught are general enough to be applied across many domains. Key points are emphasized with interesting examples and anecdotes from industry and academia. This course benefits aspiring engineers and students with no previous experience as well as the seasoned professional. Image (c) Eagar, Thomas Engineering

How do you optimally encode a text file? How do you find shortest paths in a map? How do you design a communication network? How do you route data in a network? What are the limits of efficient computation?This course, part of the Computer Science Essentials for Software Development Professional Certificate program, is an introduction to design and analysis of algorithms, and answers along the way these and many other interesting computational questions.You will learn about algorithms that operate on common data structures, for instance sorting and searching; advanced design and analysis techniques such as dynamic programming and greedy algorithms; advanced graph algorithms such as minimum spanning trees and shortest paths; NP-completeness theory; and approximation algorithms.After completing this course you will be able to design efficient and correct algorithms using sophisticated data structures for complex computational tasks. Computer Science

Take the next step in learning Mandarin Chinese and expand your language skills so you can effectively communicate in Chinese business. In this language training course, you will learn common phrases and scenarios of business and negotiation in Chinese speaking countries. You will also learn about Chinese business culture and etiquette and the needs of businessmen and women. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead the discussion with a wide variety of popular topics to accompany you to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help you communicate more smoothly and effectively in a business environment. This course was developed with the assistance of Dr. Haohsiang Liao, Director of the Chinese Language Program at MIT. Basic knowledge of Mandarin Chinese is required. Language

You will study this course in two parts. The first presents the main political events that set the chronological framework for the course, namely 6th century to the arrival of the Ottomans in the Middle East in the beginning of the 16th century. The second part delves into social and cultural realities of the medieval Middle East.This course was produced at Tel Aviv University by TAU Online - learning innovation center. Humanities

This course takes you through the first eight lessons of CS6750: Human-Computer Interaction as taught in the Georgia Tech Online Master of Science in Computer Science program. In this course, you’ll take the first steps toward being a solid HCI practitioner and researcher. You’ll learn the fundamentals of how HCI relates to fields like user experience design, user interface design, human factors engineering, and psychology. You’ll also learn how human-computer interaction has influence across application domains like healthcare and education; technology development like virtual and augmented reality; and broader ideas like context-sensitive computing and information visualization. You’ll then dive into the fundamentals of human-computer interaction. You’ll learn three views of the user’s role in interface design: the behaviorist ‘processor’ view, the cognitivist ‘predictor’ view, and the situationist ‘participant’ view. You’ll discover how these different views of the user’s role affect the scope we use to evaluate interaction. These perspectives will be crucial as you move forward in designing interfaces to ensure you’re considering what goes on inside the user’s head, as well as in the environment around them. You’ll then learn the gulfs of execution and evaluation, which determine how easily the user can accomplish their goals in a system and how well they can understand the results of their actions. All of user interface design can be seen as taking steps to bridge these gulfs. You’ll also investigate the notion of direct manipulation, which shortens the distance between the user and the objects they are manipulating in the interface. With these tools, you’ll be well-equipped to start designing effective interfaces. You’ll then take a deeper dive into what humans are even capable of accomplishing. You’ll learn the limitations of human sensing and memory and how we must be aware of the cognitive load we introduce on the user while using our interfaces. Cognitive load can have an enormous impact on a user’s satisfaction with an interface, and must be kept in mind as you begin your career as a designer. You’ll finally conclude with an overview of the major design principles in human-computer interaction. Curated from the work of Don Norman, Jakob Nielsen, Ronald Mace, Larry Constantine, and Lucy Lockwood, these design principles cover revolutionary ideas in the design of interfaces: discoverability, affordances, perceptibility, constraints, error tolerance, and more. These principles are crucial whether you move forward as a designer, an evaluator, a front-end engineer, or any other role in technology design. By the end of the course, you’ll have an understanding of where HCI sits in the broader field, a grasp of the goals of HCI, and a foundation in core principles that inform interface design. Computer Science

This course aims at acquainting you with the modeling and simulation of complex articulated mechanical systems, denoted as multibody systems, such as vehicles, merry-go-rounds, bicycles, cranes, human bodies, suspensions, robot manipulators, mechanical transmissions, etc.This course is based on (1) video clips focusing on the main theoretical background and concepts, (2) well-illustrated written sections giving more details about the mathematical formulation, and (3) questions, exercises and modeling projects.Despite the intrinsic complexity of such systems in terms of morphology and motions, basic skills in Newtonian mechanics, linear algebra and numerical methods are sufficient to model them, provided that the endless and tedious computation related to their internal kinematics and dynamics are at our disposal. This is the purpose of the symbolic program ROBOTRAN, which can be used with this course and can automatically generate the full set of equations of motion of MBS, in a symbolic manner, i.e. exactly as if you were writing them by hand, whatever the size and their morphological complexity of the application. Hence, this course will instead teach you how to intervene upstream and downstream of this generation step.Upstream the latter you will learn how to translate the real system, e.g. a car suspension, into a virtual multibody model comprising bodies, joints, springs, sensors, constraints, external forces and torques… with a level of refinement that will be dictated by the original issue: for example, what is the minimum tire ground force when the car suspension is excited by a shaker?Downstream the symbolic generation, your intervention will consist in:In sum, this course, based on the use of the ROBOTRAN* symbolic generator, will allow you to focus on the most interesting aspects of the multibody modeling process, by entirely mastering your computer model from the input data to the results, instead of using a black-box multibody program that clearly goes against the educational objective of such a course.Enjoy Multibody Dynamics!This course is provided in collaboration with Polytechnique Montréal.In this course devoted to multibody systems, you will learn how to: Engineering

Want to know how to avoid bad decisions with data?Making good decisions with data can give you a distinct competitive advantage in business. This statistics and data analysis course will help you understand the fundamental concepts of sound statistical thinking that can be applied in surprisingly wide contexts, sometimes even before there is any data! Key concepts like understanding variation, perceiving relative risk of alternative decisions, and pinpointing sources of variation will be highlighted.These big picture ideas have motivated the development of quantitative models, but in most traditional statistics courses, these concepts get lost behind a wall of little techniques and computations. In this course we keep the focus on the ideas that really matter, and we illustrate them with lively, practical, accessible examples.We will explore questions like: How are traditional statistical methods still relevant in modern analytics applications? How can we avoid common fallacies and misconceptions when approaching quantitative problems? How do we apply statistical methods in predictive applications? How do we gain a better understanding of customer engagement through analytics?This course will be is relevant for anyone eager to have a framework for good decision-making. It will be good preparation for students with a bachelor's degree contemplating graduate study in a business field.Opportunities in analytics are abundant at the moment. Specific techniques or software packages may be helpful in landing first jobs, but those techniques and packages may soon be replaced by something newer and trendier. Understanding the ways in which quantitative models really work, however, is a management level skill that is unlikely to go out of style.This course is part of the Business Principles and Entrepreneurial Thought XSeries. Business & Management

This course addresses the important global issue of transitioning to a sustainable energy future.The course covers: basic energy concepts and terms; energy systems; the challenge of fossil-fuel greenhouse gas emissions from power generation; and describes and evaluates a range of renewable energy technologies. Renewable energy technologies analysed include: bioenergy, geothermal, solar, wind power, hydropower and ocean power.This course is part of the Sustainable Energy MicroMasters series. You may take the course as a single course or complete all four courses in the series. There are two enrolment options: verified enrolment and audit enrolment.We recommend that you enrol in the Audit enrolment track first. If you wish to complete the assessment tasks with the aim to achieve at least 70% in the final grade and a course certificate, you must upgrade to the Verified enrolment track and pay the Verified enrolment fee within the first five weeks from when the course opened. If you miss the Verified enrolment upgraded deadline you can continue with the course as an Audit learner and enrol as a Verified learner in the next run of the course (and complete the assessment tasks then). you enrol as a verified learner and successfully complete all four courses you will qualify for the Sustainable Energy MicroMasters credential. A Sustainable Energy MicroMasters credential is worthwhile in itself, but, if you wish to continue your studies, the Sustainable Energy MicroMasters credential could be used towards studying the Master of Sustainable Energy at The University of Queensland in Brisbane, Australia. Learners who choose to enrol as verified and pay the enrolment fee, will be required to write an assignment, and achieve an overall passing grade of 70% or above in order to receive the downloadable verified certificate. The final examination is timed and has a weight of 30%. The written paper has a weight of 50%, is submitted to Turnitin, a text-matching software, and is instructor-marked. If you enrol in the audit track, you will have access to all the videos and other resources while the course is open, but you will not have access to the graded assessment tasks. In addition, audit participants will not be eligible to receive a course certificate upon completion of the course. Both enrolment tracks are valuable. However, if you decide to enrol in the Verified enrolment track, please ensure you will be able to write a Masters level paper. Plagiarism and cheating, including (i) copying and pasting text from other sources and (ii) using information from other sources without full and compliant referencing, will result in a grade of zero. This course runs multiple times throughout the year. Energy & Earth Sciences

DNA encodes our genetic information and is passed on within cells to maintain living organisms and to produce the next generation. The recognition of DNA as the genetic material and the ensuing identification of its structure and coding mechanism were both revolutionary and foundational. These discoveries led to transformational integration across the biological sciences with a common understanding of this fundamental unit of life! Join this exploration of DNA structure, packaging, replication, and manipulation.The course utilizes video lectures, research articles, case studies, and molecular models to convey information. The course grade will be based on questions with each video lecture, quizzes, homework, and a final exam. Biology & Life Sciences

You love music. You listen to music all the time. Maybe you sing, play an instrument, or compose music. You don’t need to have musical talent to use music to enhance your well being, and even your health.Learn simple techniques to enrich your mind, body, and spirit through music. The methods can be applied in your daily life, particularly when you are feeling down or stressed out. Developed by a board-certified music therapist and a vocalist/pianist/composer/recording artist specializing in Indian music, these strategies combine science with the wisdom of Eastern philosophy.In the course, discover how to unlock your creativity. You will learn not only how to listen to music in a new way, but also how to listen to the impact that music has on you. You will find out how to care for yourself by practicing coping techniques that are supported by music that is special to you. Humanities

The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.The book is published by Cambridge Univ. Press, but by arrangement with the publisher, you can download a free copy Here. The material in this on-line course closely matches the content of the Stanford course CS246.The major topics covered include: MapReduce systems and algorithms, Locality-sensitive hashing, Algorithms for data streams, PageRank and Web-link analysis, Frequent itemset analysis, Clustering, Computational advertising, Recommendation systems, Social-network graphs, Dimensionality reduction, and Machine-learning algorithms. Computer Science

Malware. Phishing. Data retention. Mass surveillance. We know there are real risks in the digital world, but we don’t always know what to do about them. How do these threats work? How important is digital security? Where do we even start? This course is a starting place for learning more about digital threats and how to strengthen your security online. You don’t need to have any technical expertise—the course will guide you through some of the important terms and concepts you should know. You will learn about the key human rights implications of digital security, and you will explore in-depth the right to privacy and the right to freedom of expression. A human rights-based approach demonstrates how digital security affects and concerns us all. You will be challenged to assess and reflect on your own practices, take practical steps to improve your online security, and advocate for a rights-respecting digital world. Be prepared for active learning, connecting with course participants from around the world, and becoming part of a global community dedicated to defending human rights through digital security. Social Sciences

Making decisions in today's world, a world increasing in complexity, with broad changes and uncertainty, creates the need of approaches that allow us to discern the real problems and the causes that create them. Identifying these problems, in most cases, requires challenging the assumptions on which we base our judgments, regarding the world and its realities. Critical thinking could be defined, as "that way of thinking - on any subject, content or problem - in which the thinker improves the quality of his thinking by seizing the inherent structures of the act of thinking and by subjecting them to intellectual standards". Critical thinking helps making decisions within a company, selecting the best action for the organization. In this course of critical thinking the students will learn the tendencies, approximations and assumptions on which their reflections are based, and the conditions and the outcomes derived from their ways of thinking. This reflective thought is the active, careful and persistent examination of all beliefs in the light of the fundamentals that support them and their conclusions. The reasoned decisions that the world requires, occur in many different areas, especially in business decisions, related to strategies, in the solution of problems in organizations, in the solution of social problems and in corporations’ social and ethical responsibility. In this online course the approaches will be oriented to analyze the critical thinking required in these areas. Business & Management

Internet of Things (IoT) is the present and the future of technology. Either, if you have none, few or some experience with electronics and you want to develop it projects this course will give you the necessary kick start to start creating amazing devices capable of sensing, controlling physical signals. This course introduces it using Arduino and ESP boards. This is a preliminary course in which we deal, with the basics of electronics and programming. If you already know the basics, then the second part of this course will be of your interest, in which we start creating smart devices. Electronics

In order to apply technical analysis with confidence, it is important to understand the theory of technical analysis, why it’s a rational approach to market analysis and how this discipline relates to fundamental analysis and investor psychology. To build that confidence, we begin with an explanation of how technical analysts view the market in terms of supply and demand. We detail how the analyst develops information about the relative strength of the bulls and the bears through price charts and other tools.Price charts are one of the primary tools of technicians. Charts provide a history of market action and analysts can observe patterns in the chart. As early as the 1930s, analysts determined that certain patterns tended to precede certain price moves. This course reviews those patterns, discusses how to identify the patterns and supplements this with concepts form behavioral finance to explain why the patterns are predictive. Different chart types are presented and important charting concepts are explained from a practical perspective. In addition to charts, technical analysts also use indicators and various theories to forecast the direction of prices through the study of past market data.We focus on defining and applying momentum indicators to make buy and sell decisions. Instead of simply explaining and illustrating popular indicators like moving averages, RSI, MACD and stochastics, we review historical back tested results of each indicator so that you can objectively evaluate their performance.Indicators based on the sentiment of various groups are analyzed and breadth indicators are explained. In addition to indicators, theories applicable to trading are studied. Economics & Finance

When you immerse yourself in the context of the user, you can uncover pain points and find opportunities for improvement or innovation not always evident to your audience.In this course, part of the Design Thinking MicroMasters program, you will learn how to use simple research methodologies including active listening to understand your target audience and uncover their obvious or latent needs.Emphasis will be placed on observation and interviewing as key methods to gain empathy for the user's experience and viewpoint. Equipped with this understanding, you will be prepared to identify and define more accurately the business problem.You will also review case studies and discuss strategies to foster productive client-stakeholder relationships, including user personification, context understanding, and empathy idea mapping (ideas that resonate with your target audience). Business & Management

When you think about the most influential figures in your organization, in your country, and in the world, one of the qualities they all likely have in common is that they are exceptional storytellers. Everyone tells stories—that’s how we build community and share ideas. However, we don’t always tell our story as effectively as we intend to.Stories, or narratives, in the workplace may take the form of email communications, proposals, briefs, project or product kickoffs, and presentations.In this course, part of the Communication Skills Professional Certificate program, you’ll learn about the structure of a narrative and how it varies depending upon the situation, the medium used, and the audience. In today’s world of abbreviated messaging through a variety of devices, the importance of crafting a cohesive, professional, and understandable message to achieve a desired outcome is more important than ever.You will learn how to create written messaging tailored to a target audience and how to determine the specific medium through which it should be communicated.You will also study best practices for writing in all forms of media common to today’s workplace, focusing specifically on:You will also study and analyze a variety of messages which use different writing styles directed toward specific target audiences. Communication

In this marketing course, you will learn how to price your offerings, as well as how to allocate your scarce marketing budget among different promotion vehicles to maximize their overall impact in the organization.You will also learn how to select prices to maximize profits or fulfill other specific company objectives.This course is taught by Stephan Sorger who has held leadership roles in marketing and product development at companies such as Oracle, 3Com and NASA. He has also taught for over a decade at UC Berkeley Extension and is the author of two widely adopted marketing textbooks.This course will equip you with the knowledge and skills necessary to immediately see practical benefits in the workplace. Analytics-based marketing is increasingly important in determining a company’s spending and ROI. Many entry-level positions in marketing now require some basic level of knowledge in this rapidly growing field. Computer Science

In this Computer Science course, you will learn about implementation of all major abstract data structures using object-oriented programming paradigm of C++.This course builds on the basic concepts developed in ‘Foundations of Data Structures’ course.Topics covered:This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science

Media is a powerful tool for promoting social justice. If you are an activist involved in promoting or advocating for a social cause, this course will provide you with valuable information and guidance.  The course will help you to identify and pitch a newsworthy story, select appropriate media for publicising your story; and assess the impact of your story. The course also addresses working in an ethical way as both an activist and citizen journalist. Communication

Organizations now have access to massive amounts of data and it’s influencing the way they operate. They are realizing in order to be successful they must leverage their data to make effective business decisions.In this course, part of the Big Data MicroMasters program, you will learn how big data is driving organisational change and the key challenges organizations face when trying to analyse massive data sets.You will learn fundamental techniques, such as data mining and stream processing. You will also learn how to design and implement PageRank algorithms using MapReduce, a programming paradigm that allows for massive scalability across hundreds or thousands of servers in a Hadoop cluster. You will learn how big data has improved web search and how online advertising systems work.By the end of this course, you will have a better understanding of the various applications of big data methods in industry and research. Computer Science

Systems thinking and environmental sustainability: solve the Rubik 's cubeHave you ever considered how many aspects of food production affect the natural environment? Every aspect needs to be considered in attaining the future goal to produce enough food for the growing population while at the same time preserving our planet. It's as difficult as solving a Rubik's cube; changing one aspect may affect the environment in a major way.Systems theory, or systems thinking, is a way of understanding and working with the complexity of sustainable food production systems, which requires training in different disciplines and an approach that can address this complexity. This environmental studies course enables participants to apply the principles of a systems approach to food production with a focus on environmental sustainability.The professors at Wageningen UniversityThe University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of 'healthy food and living environment'. For each course, professors from specific fields of expertise are eager to teach and share the University's mission: "Explore the potential of nature to improve the quality of life".This is why you should sign upSign up as a student if you want to acquire knowledge about environmental sustainability and the way systems thinking helps in decision-making in the complexity of food production. After successful completion of both practice and graded assignments related to this course, you will:In this course you will learn about:We will analyze production systems at both ends of the spectrum: highly productive systems with relatively high inputs and emissions to the environment, and low productive systems with low input use and depletion of soil fertility. Crop-livestock interaction is a focal point. Biology & Life Sciences

In this course, we will examine a key concept, foundational to any programming language: the usage of memory. This course builds upon the basic concept of pointers, discussed in C Programming: Modular Programming and Memory Management, and introduces the more advanced usage of pointers and pointer arithmetic. Arrays of pointers and multidimensional arrays are addressed, and you will learn how to allocate memory for your own data during program execution. This is called dynamic memory allocation at runtime using pointers. Within moments you will be coding hands-on in a new browser tool developed for this course, receiving instant feedback on your code. No need to install anything! In this course, you will gain experience with programming concepts that are foundational to any programming language. At the end of this short course, you will reach the fourth milestonein the C Programming with Linux Professional Certificate program, unlocking the door to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science

Interested in exploring the deadliest and most mysterious parts of our universe? Or, investigating black holes, which warp the very fabric of space-time around them?We will look at what we know about these objects, and also at the many unsolved mysteries that surround them. We will also study white-dwarf stars and neutron stars, where the mind-bending laws of quantum mechanics collide with relativity. And, examine dwarf novae, classical novae, supernovae and even hypernovae: the most violent explosions in the cosmos.This course is designed for people who would like to get a deeper understanding of astronomy than that offered by popular science articles and television shows.You will need reasonable high-school level Maths and Physics to get the most out of this course.This is the third of four ANUx courses which together make up the Australian National University's first year astrophysics program. It follows on from a course on the Greatest Unsolved Mysteries of the Universe, and a course on exoplanets. It is not necessary to have done the previous courses first: all necessary background material is repeated here. It is followed by a course on cosmology. These courses compromise the Astrophysics XSeries. Learn more about the XSeries program and register for all the courses in the series today! Physics

What is a landscape? How has it evolved? How do we perceive landscapes? What properties are required to make us feel at home? Are you interested in these topics and want to understand how landscapes function? Then this is the course for you! We will present the discipline of Landscape Ecology, where natural and social sciences meet. You will realize how innovative and collaborative approaches used in Landscape Ecology allow land managers, planners and the public to shape landscapes for future societies. We will teach you the modern tools of Landscape Ecology enabling you to address fundamental research questions. You will also get valuable practical advice in solving existing real landscape issues. Leading Landscape Ecology professors will present case studies from around the world, highlighting tools and methods in Landscape Ecology and how they are used to solve environmental problems. Environmental Studies

The Internet of Things is creating massive quantities of data, and managing and analysing it requires a unique approach to programming and statistics for distributed data sources.This course will teach Beginner programming concepts that allow connection to, and implementation of some functionality on, IoT devices, using the Python programming language. In addition, students will learn how to use Python to process text log files, such as those generated automatically by IoT sensors and other network-connected systems.Learners do not need prior programming experience to undertake this course, and will not learn a specific programming language - however Python will be used for demonstrations. This course will focus on learning by working through realistic examples. Computer Science

Data security is on the forefront of everyone’s mind these days, with data breaches, denial of service attacks, ransomware and malware being common news stories. In this course two of Amazon Web Services’ Solutions Architects will provide you with a foundational understanding of cloud security, compliance and the AWS shared responsibility model. They will then discuss more technical content by looking at various security controls such as identity and access management services, directory services, network isolation and connectivity options, auditing, monitoring, encryption and managing secrets.This course will cover a number of AWS services, such as Amazon VPC, Amazon CloudWatch, AWS CloudTrail, Amazon GuardDuty, AWS Security Hub, Amazon S3, Amazon EBS, Amazon EC2, and AWS Secrets Manager, among others.Several demonstrations are provided throughout the course to provide a practical example of the concepts that have been discussed. Class discussions will provide an opportunity for you to interact with fellow students as well as AWS training staff. Computer Science

Three things are clear about today’s music industry: The consumption of music is expanding at the greatest rate in history and from the most portals ever imagined, the cost of producing music is decreasing, and the number of artists creating and seeking to expose their work and develop careers through the Internet has increased dramatically. As demand grows and Internet piracy wanes, ad-supported and subscription models will generate unprecedented revenues that will surpass even the best of past earnings. And, many astute “music industry-watchers” predict a steep rise in business activity and trade earnings by the end of the decade.Whether you’re a music creator, consumer, or facilitator of this process, you’ll want to understand the history, underpinnings, and basics of the music business. This course has been developed to provide students with the latest instruction on the best way for creators, consumers, and facilitators to navigate the resurgence of one of the world’s most exciting industries: the music business. Course author John Kellogg—administrator, educator, entertainment lawyer, performer, and radio and television personality—offers students the opportunity to learn the fundamental principles of the developing new music business, for now and into the future. Business & Management

Agriculture is more than waving fields of wheat; our ability to grow food from existing natural resources –and without decimating those resources –is key to sustainably feeding the world. In this course, learn about food security worldwide, the effects of malnutrition, how we manage ecosystems that provide food resources and more. You’ll emerge from this course with a clear answer to the question: What can I do to make food consumption and production more sustainable? This course is for:Partners:This course is supported by faculty based at Cornell University, Johns Hopkins University, Rothamsted Research, Tufts University, and Wageningen University and Research. Environmental Studies

The successful operation of modern economics depends on the participation of economically literate citizens. An economically literate citizen should be able to identify problems, gather relevant information, weigh costs and benefits, analyze incentives, and make choices. Students successfully completing this course will be able to comprehend and use basic economic concepts, interpret major macroeconomic statistics, explain how both monetary and fiscal policy can be used to stabilize the economy, and discuss macroeconomic issues. Economics & Finance

This course begins with a look at the determinants of value. We will cover two main approaches to valuing businesses as going concerns, discounting cash flows and valuation ratios, including the inputs needed to perform the calculations and how each deal with risk.We then proceed to look at the time value of money concepts - present value and future value and the role interest rates plays in the calculation of each. This course also covers the impact of different compounding frequencies and explains the methodologies used to make comparisons between interest rates based on different compounding conventions.We’ll learn how to calculate the future value of lump sums and cash flow streams (including period certain annuities) as well as calculate the present value of lump sums, cash flow streams (including period certain annuities and perpetuities—both constant and growing).The course also covers in in detail the three main approaches to capital budgeting decisions (Payback, Internal Rate of Return and Net Present Value Analysis), including the conceptual framework, input values and decision rules for each. We’ll wrap up this course with a look at the strengths and weaknesses of each of three main approaches to capital budgeting decisions and modification to Payback and IRR that attempt to address the shortcomings of each.This course is part 1 of the New York Institute of Finance’s Corporate Finance & Valuation Methods Professional Certificate. Economics & Finance

Conducting market segmentation analysis and committing to a long-term market segmentation strategy is a complex and challenging journey for any organisation. This course guides you through the entire process of market segmentation analysis and offers a ten-step process that makes customer segmentation efficient and organised. This course begins with the decision to conduct market segmentation analysis and continues through to the final stages of evaluating the success of the strategy and monitoring the market for possible changes. We also cover segmentation variables such as geographic segmentation, psychographic segmentation, behavioural segmentation, and demographic segmentation. In this course, we will explore how to leverage statistical concepts into the organisation's segmentation strategy, such as the hierarchical clustering and partitioning methods, exploratory data analysis, biclustering, mixture models, and regression models. The concepts and skills you will gain in this course are relevant in a wide range of contexts in both the for- and not-for-profit sectors. This course enables you to conduct customer segmentation analysis. You can replicate the calculations and visualisations demonstrated in the customer segmentation modelsby downloading the data and the R code. R is a free open-source statistical computing environment, and is widely acknowledged as the universal language of computational statistics. This course is based on and taught by the authors of the book Market Segmentation Analysis: Understanding It, Doing It, and Making It Useful. You will have full access to this valuable resource when you enrol in this course. Business & Management

This course prepares you to read more deeply and write more clearly about works of literature. Through an engaging collection of videos, authentic readings, and support material from a variety of sources, you will learn to appreciate literature from different genres. You will learn about different genres of poetry and the history of some of our greatest poets.You will broaden your vocabulary while you sharpen your academic and creative writing skills. Interaction with other students will help you to refine your thinking about the reading and writing as well. You will learn to write under time pressure, and have the opportunity to complete practice assignments that are similar to those you will find on the AP examination.There are no prerequisites; you don’t have to take the AP exam to join the course. If you want to learn about poetry, literature and writing, this course is for you.In part two, you’ll learn:  Humanities

This course will explain the basis of the electrical, optical, and magnetic properties of materials including semiconductors, metals, organics and insulators, and will show how devices are built to take advantage of those properties. It is illustrated with a wide range of devices, placing a strong emphasis on new and emerging technologies. Applications presented include diodes, transistors, photodetectors, solar cells (photovoltaics), displays, light emitting diodes, lasers, optical fibers and optical communications, photonic devices, magnetic data storage, motors, transformers and spintronics.Image attribution: Disk drive: KEURT Datenrettung, Lasers: US Navy Surface Warfare Center, Computer Chip: Jon SullivanPart 1:  Part 2:  Part 3:   Engineering

This course, developed by the Department of Diagnostic Radiology, The University of Hong Kong in collaboration with committee members of international and national cardiac imaging societies, is for radiologists, cardiologists, radiographers/ technologists and other health professionals who want to learn more about this imaging modality. The course follows the level 1 recommendations of cardiac imaging societies by covering the required topics and providing 50 hands-on cardiac CT cases. Previous experience in cardiac CT is not required.Learning outcomes:A MOOC on cardiovascular magnetic resonance will be available on this platform in the near future. Watch this space!Acknowledgments This course is supported by the grant from Sanming Project of Medicine in Shenzhen. We would like to thank Miss Benedicte Coiffier and Miss Bohan Fan from the Department of Diagnostic Radiology, The University of Hong Kong (HKU), for coordinating the online courses and the HKU Technology-Enriched Learning Initiative (TELI) team for producing the educational material. We would like to express our sincere thanks to our colleagues Luo Lin, Chen Yan, and Baroc Ho from the Radiology Division, Department of Medical Imaging, The University of Hong Kong-Shenzhen Hospital, for translating all the texts into Chinese and Dr Nitin Ramamurthy and Dr Jhonatan Bringas for their additional help.本课程由香港大学放射诊断科与国内外心脏影像学会的委员会成员合作开发，专为想进一步了解心脏成像技术的放射科医师、心内科及心外科医师、放射技师、工程师和其他医疗健康专业人士而设计。本课程根据心脏成像协会一级建议，涵盖了所需的主题，并提供50个心脏CT真实病例。学习者不要求有心脏CT的过往经验。学习成果：未来将会在这个平台上发布一个关于心血管磁共振（CMR）的课程。请留意关注!致謝 此课程获得深圳医疗卫生“三名工程”的资助。我们衷心感谢香港大学放射诊断科的Benedicte Coiffier和范博涵协助组织在线课程，以及香港大学科创习新小组制作课程材料。我们非常感谢香港大学深圳医院医学影像中心放射科的同事罗琳、陈燕与何健龙把所有文本翻译成中文。感谢Dr Nitin Ramamurthy 和Dr Jhonatan Bringas的帮助。 Medicine

Do you want to start or grow your own business, go international, or avoid bankruptcy?In this business and management course, you will learn the key steps to take to design or innovate your own business model. You will learn about the trade-offs to be made, and the design issues that are critical for a viable and sustainable business model.This course will help you answer questions like, "How do I create a simple business model in a structured way?" and "How do I engage my users and how do I create value for my customers as well as revenue for my company?"  Business & Management

Agile methodology has taken the software development industry by storm. Everyone wants to be agile, but what does it really mean and how do you achieve agile development?This computer science course cuts beyond the agile methodology hype and teaches you the fundamental agile concepts that span a wide range of methodologies. It analyzes the key agile ideas, their benefits, their limitations, and how best to take advantage of them to enhance your software skills and show employers that you have mastered an essential component of today's IT industry.The course is divided into six parts:Unlike many presentations of agile methods, this course takes a strictly objective view of agile methods, enabling you to retain the best agile principles and practices. For the second runof the course we have revised the learning material and created a new final exam. Computer Science

The course will take you through the essentials of nonprofit and philanthropy strategy. You will apply the basic elements of strategic planning―from defining the problem through designing a theory of change to evaluating outcomes―to real-world problems.You will be able to develop strategies that will inform your work as a nonprofit leader, philanthropist, or policy maker, and help ensure that you achieve demonstrable long-term impact, rather than the illusion of results. Philanthropy

Business models are regarded as a form of innovation and not merely just a vehicle for commercialization. In this course, students will learn about multiple business model innovation avenues and metrics for assessing on-going market fit and sustainability. This course introduces an evidence-based approach to innovation management with the aim of providing students with the capability to understand the strategic value of information and the tools and techniques that can be used to analyze and use that information to improve decision-making. Tools include: customer discovery, prototyping, financial modeling, business plans and forecasts. Students will learn how to apply the most effective tools in developing sustainable business models by exploiting viable, validated opportunities in rapidly changing environments where traditional strategic management approaches are less effective. Business & Management

This course is an introduction to the basic concepts, organization, and implementation models of databases, with an emphasis on the relational model. Among the topics covered are the development of simple queries that retrieve and mutate the data in a database. Data Manipulation Language (DML) is a subset of SQL that is used by database developers to create, maintain, and query facts in the database. Students gain a thorough understanding of the DML syntax and the options available when retrieving facts back from the database. Database development and administration skills are required in most Information Technology, Software Engineering, Cybersecurity, and Computer Science jobs. The course utilizes the open-source relational database MySQL. MySQL and it's open-source fork MariaDB are used in millions of web apps to persist the application data and provide query processing. The applied SQL labs expand on the classroom lectures to provide students with hands-on experience with a relational database management system (RDBMS) and structured query language (SQL).This course is part of NYU's Introduction to Databases MicroBachelors Program. If you successfully complete all the courses within the program, with a passing grade of 70% or better via the verified (paid) track, you’ll not only receive a certificate highlighting your achievement, but also have the option to collect real college credit (included in the price!) that you can count towards a pursuit of a bachelor’s degree.The courses in this program include: Computer Science

The atmosphere is a shared resource and the amount of greenhouse gases it can absorb is a finite resource. This Beginner course to the technology of Carbon Capture and Storage is designed for a wider audience with an interest in energy, sustainability and climate change. The aim of Carbon Capture and Storage is to achieve Carbon Capture and Storage makes cheap, widely available fossil fuels ‘safe to use’ in the context of the Paris Climate Change agreement of 2015. It prevents their carbon dioxide emissions from entering the atmosphere to store them permanently and safely underground. The course is taught by a team of leading academics at the University of Edinburgh with decades of experience in this field. It aims to bridge the gap between the forefront of the latest developments in science, engineering, geology, policy and economics, and the wider public. The aim is to help you understand this technology objectively and why it is so important in our efforts against climate change. We hope the course will make you want to find out more about climate change mitigation options and that you will continue to further educate yourself in this area.Regardless of your background, the course will teach you the key elements to help you better understand  Engineering

This interdisciplinary course encompasses the fields of rock mechanics, structural geology, earthquake seismology and petroleum engineering to address a wide range of geomechanical problems that arise during the exploitation of oil and gas reservoirs.The course considers key practical issues such as prediction of pore pressure, estimation of hydrocarbon column heights and fault seal potential, determination of optimally stable well trajectories, casing set points and mud weights, changes in reservoir performance during depletion, and production-induced faulting and subsidence. The first part of the course establishes the basic principles involved in a way that allows readers from different disciplinary backgrounds to understand the key concepts.The course is intended for geoscientists and engineers in the petroleum and geothermal industries, and for research scientists interested in stress measurements and their application to problems of faulting and fluid flow in the crust. Energy & Earth Sciences

This course was created to help learners understand how to design the architecture of IoT systems. IoT (Internet of Things) systems are inherently distributed, heterogeneous, and complicated, hence designing architecture plays an important role in determining its functionality and quality in the early phase of development. However, designing architecture is not easy, because architects must address a number of system functionalities and quality requirements at the same time. This course will give you an understanding of the concept of architecture and it will give you an approach to systematically design and evaluate IoT system architecture. *This course was reorganized based on Smart Systems and Services innovative professional Education (SmartSE) program, which is a series of the education program Waseda University provides in Japanese. For more information, please visit: https://smartse.jp/en/ Computer Science

Aboriginal and Torres Strait Islander viewers are warned photographs/videos in this course may contain images of deceased persons which may cause sadness or distress.Noongar people are the original inhabitants of the vast geographical area in the south-western corner of Western Australia. They have been there for over 45,000 years. Through the millennia, ancient wisdom and culture have guided the people throughtheir interactions with the land, nature, and with one another. In 1826, the Noongar land was first colonised by the British. What unfolded in the years that followed was catastrophic for Noongar people; the impacts of which are still seen and felt today. Despite this dark history, Noongar culture has survived. Today, Noongar people are passionate about preserving their cultural knowledge while embracing the changes that come with living in a contemporary society. This course provides an introduction to Noongar culture and language. Learners will be taken on a journey through Noongar boodja (Noongar country). They'll joinNoongar guides as they share knowledge and personal experiences of history, land,and culture. Learners will be introduced to conversational Noongar - learning words and phrases that can be used in simple dialogue. We hope this course enhances cultural understanding and respect for the Noongar people - and Aboriginal Australians, as a whole - more broadly. Wandjoo noonakoort, which means: welcome everyone! Language

Fake news and misinformation pose an urgent challenge to citizens across the globe. Multiple studies have shined a light on people’s difficulty in distinguishing truth from fiction, reliable information from sham. As we approach the November 2020 election, we can expect our screens to be flooded, even more so, with digital content that plays fast and loose with the truth.With educators from around the world and faculty from MIT and Stanford University, you will learn quick and effective practices for evaluating online information that you can bring back to your classroom. The Stanford History Education Group has distilled these practices from observations with professional fact-checkers from the nation’s most prestigious media outlets from across the political spectrum. Using a combination of readings, classroom practice lessons, and assignments, you will learn how to teach the critical thinking skills needed for making wise judgments about web sources.At the end of the course, you will be better able to help students find reliable sources at a time when we need it most.Educators—from teachers to librarians—will learn about: Education & Teacher Training

Food access: Learn about food supply and food securityHave you ever considered that you’re not the only one who decides what food ends up on your plate? In this environmental studies course, you’ll explore how key actors at household, local, national and international levels negotiate and make choices on access to food. You will understand why the choices you make have been predestined. And you will learn what it takes to provide access to a safe and nutritious food supply every day.In this course you will learn that food access:Wageningen University is specializedThe University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of ‘healthy food and living environment’. The institute ranks among the top Dutch universities and has scored the third place in the Times Higher Education (THE) World Ranking 2017 for research performance. Learn from professors who have gained decades of experience from both teaching at a specialized university and real life projects about access to food worldwide.This is why you should sign upIf you want to understand the basics of access to food and food decision-making from a multilevel perspective, you can sign up as a:A verified edX certificate provides proof for an employer, school, or other institution that you have successfully completed this online course.After successful completion of both practice and graded assignments related to this course, you will: Social Sciences

With supplementary module on COVID-19Including our study results, final size estimation for superspreading clusters, the Chinese experience for global preparedness, and more.“If history is our guide, we can assume that the battle between the intellect and will of the human species and the extraordinary adaptability of microbes will be never-ending.” (1)Despite all the remarkable technological breakthroughs that we have made over the past few decades, the threat from infectious diseases has significantly accelerated. In this course, we will learn why this is the case by looking at the fundamental scientific principles underlying epidemics and the public health actions behind their prevention and control in the 21st century.This is the second (spread of infectious diseases) of the four courses, covers these topics:如果历史是我们的向导，我们可以认为人类的智慧和意志与微生物种惊人的适应性之间的斗争将永远持续下去。”(1)尽管过去的几十年间我们在科技领域取得了令人瞩目的突破，可是传染病对人类的威胁却显著增加。本课程将通过学习流行病学的基础科学原理以及预防与控制流行病的公共卫生措施，对上述现象予以阐释。这是四個课程中的第二个（傳染病的傳播）：---------------------------------------------------------------------------------------------------------------------------------------(1) Fauci AS, Touchette NA, Folkers GK. Emerging Infectious Diseases: a 10-Year Perspective from the National Institute of Allergy and Infectious Diseases. Emerg Infect Dis 2005 Apr; 11(4):519-25. Medicine

In this course, we will look at how multiple, varying factors can account for language-learning patterns. Age, for example, is a key factor that predicts fluency. Another topic of particular importance to signed languages is the mind. Knowing that spoken language primarily activates the left hemisphere, in this course we will explore how signed languages also primarily activate the left hemisphere. Language

Gain essential skills in today’s digital age to store, process and analyse data to inform business decisions.In this course, part of the Big Data MicroMasters program, you will develop your knowledge of big data analytics and enhance your programming and mathematical skills. You will learn to use essential analytic tools such as Apache Spark and R.Topics covered in this course include:By the end of this course, you will be able to approach large-scale data science problems with creativity and initiative. Computer Science

Entrepreneur and investor Marc Andreessen coined the term product-market fit in 2007 when he said, “Product-market fit means being in a good market with a product that can satisfy that market.” While there are ample articles that mention the term, detailed guidance on how to actually achieve product-market fit is scarce.Through our course we will explore an actionable model that defines product-market fit using five key components. From bottom to top, we will examine the layers of product-market fit beginning with your target customer and transitioning through your customer’s underserved needs, your value proposition, your feature set, and ultimately your user experience (UX).Our process is an iterative, easy-to-follow guide through each layer to achieve product-market fit. This process helps you to articulate, test, and revise your key hypotheses about your product and the market so you can define and improve your product-market fit.Using the principles of Lean Product Process, our course is structured in seven steps: determining your target customer, identifying underserved customer needs, defining your value proposition, specifying your minimum viable product (MVP) feature set, creating your MVP prototype, testing your MVP with customers, and iterating to improve product-market fit. Business & Management

In most Western cultures, personal identification is based on the individual, whereas in East Asia, the family registry system has been used to identify individuals.“Confucianism” is one of the common ethical values in East Asia. Confucian values place much emphasis on an individual’s moral obligation to family members.In this course, we will cover three themes. We will begin with identifying how Confucian moral and legal reasoning have evolved and the unique aspect of the role of apology in East Asia. The course also introduces the notion of Legal Orientalism and argues against the theory by presenting cases related to the advanced notion of anticipatory repudiation in China, a transfer pricing case in Japan, and Inter-Korea business law in Korea.Students and researchers interested in an introduction to East Asian societies, conflict resolution, negotiation studies, as well as contemporary legal cases in Japan, South Korea, and China are welcomed to join the course and discussions. Social Sciences

On September 25, 2015, the United Nations General Assembly adopted the 2030 Agenda for Sustainable Development, along with a new set of goals collectively called the Sustainable Development Goals (SDGs). This ambitious agenda is a call to action to end poverty, protect the planet, and ensure that all people enjoy peace and prosperity. This course on How to Achieve the SDGs provides an in-depth look at planning for SDG implementation. The range of topics covers financing, policy development, roles of stakeholders, and more. A comprehensive understanding of the societal transformations needed to achieve the SDGs is conveyed. This course is for:  Environmental Studies

In this physics course, you will learn about the structure and function of our universe, from the micro-world of quantum fields and atoms up to the mega-world of stars and galaxies.You will learn about the objective laws governing the physical world and about methods, provided mainly by physics, which allow us to obtain such knowledge.This course is taught by the National Research Nuclear University MEPhI, one of the world leaders in nuclear science and education. Our hope is that this course will help boost your curiosity and positively influence or even help to determine your future professional career.This course is for anyone is who is curious about how our world is constructed and wants to learn more about our universe and the nature surrounding us.Knowledge of physics and mathematics is NOT required. Basic school level will be quite enough. Physics

Is the threat of nuclear terrorism real? Listen to Graham Allison, Martha Crenshaw, David Holloway and Joe Martz as they investigate the evidence with myself and selected Stanford students. What would be the consequences of a nuclear terror attack? The scenario is difficult to imagine, but Alex Wellerstein and Lynn Eden help me and our students understand just what could happen if the worst case occurs, and how we can work to limit the damage. What can we do to prevent or mitigate this risk? Participate as I explore this crucial question with the help of Stephen Flynn, Rachel Bronson, Valerie Plame Wilson, Ellen Tauscher and Jeffrey Lewis.With the expert help of Stanford Online, we are able to bring to you this unprecedented group of experts from a wide variety of fields, who share a strong commitment to the urgency of educating people on this important topic. In some of the sessions, you will also hear students actively participating in the conversation. You’ll be exposed to a profound and sometimes disturbing body of research and information, and challenged to find a path forward out of this predicament.We do not have required reading, but under Additional Resources you will find numerous books, articles, web links and videos to enhance your experience. In addition, we offer a "Nukes in the News" section to add topicality. The more you participate, the more you will get out of your experience.Our course differs from most online courses in a fundamental way: our goal is not just to provide facts, but to inspire you to take action. You have the power to make a difference, and I believe this course will give you knowledge and hopefully motivation to do so. You can read more about the subject, and find ways to become involved, by visiting the website of the William J. Perry Project: www.wjperryproject.org.Course InstructorsDr. William J. Perry was the 19th Secretary of Defense for the United States, serving from February 1994 to January 1997. He previously served as Deputy Secretary of Defense (1993-1994) and as Under Secretary of Defense for Research and Engineering (1977-1981). Dr. Perry is the Michael and Barbara Berberian Professor (emeritus) at Stanford University. He is a Senior Fellow at the Freeman Spogli Institute and the Hoover Institution, and he serves as Director of the Preventive Defense Project. In 2013, Dr. Perry founded the William J. Perry Project (www.wjperryproject.org) to engage and educate the public on the dangers of nuclear weapons in the 21st century.Graham Allison is the Douglas Dillon Professor of Government at Harvard’s Kennedy School and former Director of the Belfer Center for Science and International Affairs. He is a leading analyst of U.S. national security and defense policy with a special interest in nuclear weapons, terrorism, and decision-making. His latest book, Destined for War: Can America and China Escape Thucydides’s Trap?, was published by Houghton Mifflin Harcourt in May 2017 and quickly became a national bestseller. Dr. Allison served as Assistant Secretary of Defense in the first Clinton Administration and as Special Advisor to the Secretary of Defense under President Reagan. He has the sole distinction of having twice been awarded the Department of Defense's highest civilian award, the Distinguished Public Service Medal, first by Secretary Cap Weinberger and second by Secretary Bill Perry.Dr. Rachel Bronson is the Executive Director and Publisher of the Bulletin of the Atomic Scientists where she oversees the publishing programs, the management of the Doomsday Clock, and a growing set of activities around nuclear weapons, nuclear energy, climate change and emerging technologies. She is the author of Thicker than Oil: America’s Uneasy Partnership with Saudi Arabia (Oxford Press, 2006). Her writings have appeared in publication such as Foreign Policy, Foreign Affairs, The National Interest, The New York Times, The Washington Post, Huffington Post, and The Chicago Tribune. Dr. Bronson has testified before the Congressional Anti-Terrorist Finance Task Force, Congress’ Joint Economic Committee, and the 9/11 Commission.Dr. Martha Crenshaw is a Senior Fellow at Stanford’s Center for International Security and Cooperation and Freeman Spogli Institute and a Professor of Political Science by courtesy at Stanford. She is a world-renowned expert on political terrorism. In recognition of her work, the National Science Foundation/Department of Defense Minerva Initiative awarded Dr. Crenshaw a grant for a project on "mapping terrorist organizations" (see mappingmilitants.stanford.edu). In 2011, Routledge published Explaining Terrorism, a collection of Dr. Crenshaw's previously published writings. Most recently, she co-authored a book with Gary LaFree titled, Countering Terrorism.Dr. Lynn Eden is a Senior Research Scholar Emerita. She was a Senior Research Scholar at Stanford University's Center for International Security and Cooperation until January 2016, as well as the Associate Director for Research. Dr. Eden's book, Whole World on Fire: Organizations, Knowledge, and Nuclear Weapons Devastation, explores how and why the U.S. government--from World War II to the present--has greatly underestimated the damage caused by nuclear weapons by failing to predict damage from firestorms. Whole World on Fire won the American Sociological Association's 2004 Robert K. Merton Award for the Best Book in Science, Knowledge, and Technology.Dr. Stephen Flynn is Founding Director of the Global Resilience Institute at Northeastern University (https://globalresilience.northeastern.edu/) where he leads a university-wide research enterprise to inform and advance societal resilience. At Northeastern, he is also a Professor of Political Science with affiliated faculty appointments in the College of Engineering and the School of Public Policy and Urban Affairs. Dr. Flynn is recognized as one of the world’s leading experts on both critical infrastructure and supply chain security and resilience. Among his most influential publications are the critically acclaimed The Edge of Disaster: Rebuilding a Resilient Nation and the national bestseller America the Vulnerable: How Government is Failing to Protect Us From Terrorism.Dr. David Holloway is the Raymond A. Spruance Professor of International History, a Professor of Political Science, and a Freeman Spogli Institute Senior Fellow at Stanford University. He is an expert on the development of the Soviet nuclear program and has published widely on this subject. His book, Stalin and the Bomb: The Soviet Union and Atomic Energy, 1939-1956 (Yale University Press, 1994), was chosen by the New York Times Book Review as one of the eleven best books of 1994, and it won the Vucinich and Shulman prizes of the American Association for the Advancement of Slavic Studies.Dr. Jeffrey Lewis is the Director of the East Asia Nonproliferation Program at the Middlebury Institute of International Studies at Monterey. Previously, Dr. Lewis served as the Executive Director of the Managing the Atom Project at the Belfer Center for Science and International Affairs, Executive Director of the Association of Professional Schools of International Affairs, a Visiting Fellow at the Center for Strategic and International Studies, and a desk officer in the Office of the Undersecretary of Defense for Policy. He is also a Research Scholar at the Center for International and Security Studies at the University of Maryland's School of Public Policy (CISSM).Dr. Joseph Martz is a physicist and 35-year employee of Los Alamos National Laboratory, who has focused on issues surrounding nuclear security, nuclear weapons, and stockpile stewardship. His early work led to a nationwide evaluation and repackaging of stored nuclear materials, and he was a co-developer of the ARIES system, a means to dismantle and safely recover plutonium from excess nuclear weapons. In addition to his research at Los Alamos, Dr. Martz has led national project teams, including the recent reliable-replacement warhead design competition and several complex nuclear material experiments.Ellen O’Kane Tauscher represented California’s 10th Congressional District in the East Bay of San Francisco for seven terms from 1997-2009. She served on the House Armed Services Committee and was Chair of the Strategic Forces Subcommittee, overseeing the nuclear weapons stockpile and complex, among other forces, from 2006-2009. In 2009, Tauscher was nominated by President Barack Obama and confirmed by the United States Senate as Under Secretary of State for Arms Control and International Security Affairs. As Under Secretary of State, Tauscher was responsible for successfully closing negotiations of the New Start Treaty with the Russian Federation in March 2010 in Geneva and representing the United States at the Non-Proliferation Treaty Review Conference at the United Nations in May 2010.Dr. Alex Wellerstein is an Assistant Professor of Science and Technology Studies (STS) in the College of Arts and Letters at the Stevens Institute of Technology in Hoboken, New Jersey. Dr. Wellerstein has been an Associate Historian (a postdoctoral position) at the Center for the History of Physics at the American Institute of Physics, as well as a postdoctoral fellow at the Managing the Atom Project (MTA) and the International Security Program at the Belfer Center for Science and International Affairs, Harvard Kennedy School of Government.Valerie Plame Wilson : As a former career covert CIA operations officer, Valerie Plame Wilson worked to protect America’s national security and prevent the proliferation of weapons of mass destruction, in particular nuclear weapons. During her career with the CIA, Valerie managed top-secret covert programs designed to keep terrorists and rogue nation states from acquiring nuclear weapons. Her position involved decision-making at senior levels, recruiting foreign assets, deploying resources around the world, managing multi-million dollar budgets, briefing U.S. policymakers, and demonstrating consistently solid judgment in a field where mistakes could prove disastrous to national security. History

In this course we will demonstrate how a large-scale quantum processor could be built using these qubits. Among the topics that we will discuss are micro-architectures, compilers, and programming languages. The course will also cover some of the basics of quantum error-correction, an essential procedure that allows us to combat errors that arise during computations using delicate qubits. To complete the story arc from the hardware of quantum computers to their software, the course will discuss the main factors that triggered the efforts to build quantum computers in the first place: quantum algorithms. The course then concludes with a discussion on the quantum internet: what is it? How can it be built? Why is it useful? The course is a journey of discovery, so we encourage you to bring your own experiences, insights and thoughts via the forum! This course is authored by experts from the QuTech research center at Delft University of Technology. In the center, scientists and engineers work together to enhance research and development in quantum technology. QuTech Academy’s aim is to inspire, share and disseminate knowledge about the latest developments in quantum technology. Physics

This course is part of the IPSAMOOC project, a joint venture Federica Weblearning - IPSA, the International Political Science AssociationWiththe demise of the Soviet Unionand the end of the Cold War, the World Order that had been established after the Second World War began to undergo significant transformation. After a short period of euphoria during which Eastern Europe was incorporated into NATO and the European Union, and a slightly longer-lived period of American predominance in the international system, a multi-polar system set in. Developments at both the regional and global levels have emerged to challenge world peace and order. This course reviews the driving forces of International Politics. It first describes the post-World War II international order before moving on to look at its breakdown and resultant transformation. The course explores thorny issues in contemporary World Politics, including disorders in the Balkansthat resulted from the collapse of Yugoslavia; the rise of China and the return of Russia as major actors on the world stage; and the humanitariancrises in Bosnia and Kosovo where the West intervened, as well as Rwanda and others, where it did not. We'll then conduct an analysis of the Arab Spring, where democratic aspirations mainly failed and the resulting dislocations fanned the expansion of radical Islam and the associated wave of global terrorism. The course will also examine frozen conflicts such as the Arab-Israeli conflict, and conclude by looking at the problems of the global commons; such as climate change, pollution, pandemics, and growing refugeechallenges. Social Sciences

2, 3, 5, 7, 11, 13, 17, 19, 23, 29 are all prime numbers and they hold special significance. Mathematicians from ancient times to the 21st century have been working on prime numbers, as they're one of the most mysterious and important subjects in mathematics. In this course, I will present several attractive topics on prime numbers. You will learn basic concepts of prime numbers from the beginning. They obey mysterious laws. Some laws are easily verified by hand, some laws were discovered 100 years ago, and some laws are yet to be discovered. Surprisingly, prime numbers are also applied to cryptography today. You will also learn how to construct practical cryptosystems using prime numbers. The original course "Fun with Prime Numbers" was first offered in 2015 and attracted many students. This course will be offered as its refined and upgraded version. All the lecture videos will be renewed, and a new topic on cryptography will be added so as to enliven and satisfy even the students who took the previous course. No previous knowledge of prime numbers is required in this course. Calculating with a pen and paper, you will explore the mysterious world of prime numbers. The course is designed to encourage you to attack unsolved problems, and hopefully, discover new laws of your own in the future! Math

Do you want to know more about how a warming planet is changing the landscape for investing? Geared towards professionals working in financial markets, this course provides a solid introduction to the financial risks and opportunities arising from man-made climate change. Our aim is to help you answer a simple question: Does climate risk matter to investors? We do this by defining the financial risks related to climate change and follow with the investment policies and risk management strategies that are taking shape. This course is also a starting point for risk and strategy managers anticipating the impacts from the Financial Stability Board’s Task Force on Climate-Related Financial Disclosures (TCFD) asking firms to disclose the climate risks they face. In short, the course is a primer on how global capital markets are responding the world’s greatest environmental risk. Participants will be exposed to the latest thinking from senior leaders in financial services and multinational firms. The course is led by business school faculty and The Centre for Climate Finance and Investment at Imperial College London; designed by investment practitioners for finance professionals and those aspiring to enter the field. Climate-KIC is supported by EIT, a body of the European Union. Economics & Finance

In this course, you will learn extensive vocabulary for describing people and objects, making comparisons, and stating your own perspectives by using complex and varied sentence structures. Learners will focus on tones and intonation with designed practices and learn to build dialogues in a business environment. After this Mandarin Chinese language course, you will be able to communicate in Mandarin speaking countries without difficulties. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead the discussion with a wide variety of popular topics to accompany you to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help you communicate more smoothly and effectively in a business environment. Supplementary tools or materials are recommended if you would like to learn written language and stroke orders of Chinese characters. Language

Creating prototypes puts a proposed solution into action. In this course, you will learn the value of prototypes and user testing as critical components of the design thinking process. You will examine case studies to understand the iterative process of prototyping and discover how new products and ideas can emerge as a result.As part of the Design Thinking MicroMasters program, you will study how to analyze and implement the results of user testing to ensure your solution can fully benefit from this inclusive and innovative process. Best practices for evaluating solutions will also be covered, including surveys, user evaluations, focus groups and interviews. Business & Management

Online and software-based learning tools have been used increasingly in education. This movement has resulted in an explosion of data, which can now be used to improve educational effectiveness and support basic research on learning.In this course, you will learn how and when to use key methods for educational data mining and learning analytics on this data. You will examine the methods being developed by researchers in the educational data mining, learning analytics, learning-at-scale, student modeling, and artificial intelligence communities. You'll also gain experience with standard data mining methods frequently applied to educational data. You will learn how to apply these methods and when to apply them, as well as their strengths and weaknesses for different applications.The course will discuss how to use each method to answer education research questions, and to drive intervention and improvement in educational software and systems. Methods will be covered at a theoretical level, and in terms of learning how to apply them in Python or using software tools like RapidMiner. We will also discuss validity and generalizability; establishing how trustworthy and applicable the analysis results. Data Analysis & Statistics

Modeling, control design, and simulation are important tools supporting engineers in the development of automotive systems, from the early study of system concepts (when the system possibly does not exist yet) to optimization of system performance. This course provides a theoretical basis to model-based control design with the focus on systematically develop mathematical models from basic physical laws and to use them in control design process with specific focus on automotive applications. You will learn the basics of mathematical modeling applied to automotive systems, and based on the modeling framework different type of controller and state estimation methods will be introduced and applied. Starting from a pure state-feedback concept down to optimal control methods, with special attention on different automotive applications. Different methods for state reconstruction is also introduced and discussed in the course. Exercises play an important rolethroughout the course. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to learn more about mathematical modelling of automotive systems. Engineering

Discover the power of business blockchains and distributed ledger technologies with an overview of Hyperledger andits key frameworks. All over the global market there are ledgers that organizations and individuals alike must trust. Blockchain technologies record promises, trades, transactions or simply items we never want to disappear, allowing everyone in an ecosystem to keep a copy of the common system of record. This Beginner course is carefully curated for nontechnical, business-oriented audiences. It examines blockchains for the enterprise and a number of pertinent use cases from Hyperledger, a global cross-industry community of communities hosted by The Linux Foundation and advancing business blockchain technologies. Hyperledger is incubating and promoting enterprise grade, open source business blockchain software, on top of which anyone can set up apps to meet cross-industry needs. The course covers key features of blockchain technologies and the differentiators between various types of Hyperledger projects. We'll start with ‘what is blockchain’ and open the discussion to identifying suitable blockchain use cases for your business requirements. We will then take a deeper dive into the enterprise-ready Hyperledger blockchain frameworksand tools. Students will gain an understanding of how blockchains work and how they can create value for their business through cost-savings and efficiencies, in terms of speed and simplicity. They will view how information is generated, stored, and shared in various blockchains, as well as gain tools to evaluate whether or not a blockchain solution would be suitable for their particular business case. Industries today are usingblockchain technologies to increase efficiency and solve business problems associated with data privacy, security, information sharing, and inclusion. Be on the cutting edge; learn about these innovative technologiesand bring unique value to your business. Business & Management

This course is part four of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course will cover basic concepts and techniques relating to integration, another fundamental tool of calculus. Integration is key to understanding the accumulation of a quantity given its rate of change.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will cover concepts and techniques to provide a foundation for the applications of differentiation in STEM related careers and/or further study at the undergraduate level.Join us as we provide opportunities to develop your skills and confidence in applying mathematics to solve real world problems. Math

In this course you will gain access to two final exams. The first exam covers the content of PV1x and PV2x, and the second exam covers the content of PV3x and PV4x. For each exam you are given two attempts. You will be given exam preparation material to help you prepare.The exams are offered in the format of proctored exams. To read more about proctored exam and to review the technical requirements, review the edX's help pages. Engineering

Are you a nurse, physical therapist or other healthcare professional who wants to learn more about Parkinson’s disease and how this movement disorder is managed? Here are the key areas that will be addressed over 5 modules:  Medicine

Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020. Speed is by far the most sought-after benefit of Agile. First mover advantages, the economic cost of delays, and the enabling effect on innovation drive the search for speed. Agile offers the fastest means of attaining speed: managing scope. But beyond the hype over scope management, there are key principles of non-traditional task management that ensure the scope chosen is delivered as efficiently as possible.In this course, you'll learn how to drive speed into any project by selecting and limiting work-in-progress through agile planning and task management. There are two principle roles involved, the scrum master and the product owner. However, the entire scrum team needs to understand the principles behind backlog refinement, sprint planning, and execution throughout the sprint cycle.In this course we'll show you how to run effective sprint planning meetings that produce a sprint backlog ready to deliver on your sprint goals and release objectives. You'll learn the power of prioritizing backlog items, and why we agile planning and sprint planning isn't just a managed list you work top-down in priority order. Instead, scrum teams commit to achieving goals and work together to ensure the user stories that are highest priority get delivered in this sprint, so the upcoming sprint isn't delayed. This also means understanding your team capacity and how to ensure safe and on-time delivery of the highest items on the product backlog that actually matter to your customer.While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how sprint planning enables hyper productivity in industry today. You'll finish this course more than ready to continue your agile journey, which we hope takes you to the next course in the series on “Agile Innovation and Problem Solving Skills.”Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering

Water is essential for life on Earth and of crucial importance for society. Water also plays a major role in affecting climate. Its natural cycle, from ocean to atmosphere by evaporation, then by precipitation back to land returning via rivers and aquifers to the oceans, has a decisive impact on regional and global climate patterns.For students of engineering, climate science and environmental studies, this course offers a first introduction to the physics of water systems and their role in climate. In addition, we show you the state-of-the-art engineering interventions that can be applied to water systems. These can improve coastal safety and increase the availability of water supplies worldwide.The course welcomes students from all over the globe, so we actively encourage discussion of water and climate issues you may experience in your location, now and in the coming decades.After taking this course, you will be able to:The course consists of knowledge clips, movies, exercises, and exam assignments. There are opportunities to discuss course materials with your fellow students and the Course Team through our online forum. We also provide interactive feedback video sessions in which the lecturers discuss issues raised by students.Delft University of Technology (TU Delft) has a unique reputation when it comes to water and climate, with faculty experts in the fields of climate research, water management and hydraulic engineering. The course introduces you to many aspects of water and climate: from the micro scale of raindrops to the macro scale of oceans, and from understanding the physics of the different water systems to practical engineering solutions that may help societies adapt to the present and future impacts of climate change on water.Together with the courses "Drinking water treatment" and "Urban Sewage Treatment" this course forms the Water XSeries, from the Faculty of Civil Engineering and Geosciences at TU Delft. Engineering

The Medieval Icelandic Sagas is an Beginner course on the single most characteristic literary genre of Medieval Iceland. Mainly written in the 13th century, the Icelandic Sagas are comprised of roughly 40 texts of varying length. In this course, you will learn about three Sagas, written at different times, with the aim of giving an overview of the writing period and the genre as a whole. These are Eyrbyggja Saga, Njáls Saga and Grettis Saga. We will explore the landscape and archaeology of Iceland to see how they can add to our understanding of the Sagas as well as take an in-depth look at the most memorable characters from the Sagas. Participants will have opportunities to engage with an online community of Icelandic and international scholars, learners and others to explore topics relating to Icelandic and Nordic Medieval history beyond the course curriculum. The Medieval Icelandic Sagas course is associated with a two-year international master’s program in Viking and Medieval Norse Studies at the University of Iceland. Humanities

Visual elements are critical components in effective communication and presentation. The importance of imagery and how it relates to branding, memory recall, and awareness cannot be underestimated. Whether it's a document, presentation, or video, using one relevant image can replace an entire section of text and be more impactful.This course, part of the Communication Skills Professional Certificate program, is an introduction to key principles, best practices, and ethics of visual communication for professionals who are not designers by trade. Learners will practice creating visual communication that seeks to educate, inform, persuade, and/or entertain specific target audiences. You will also analyze visual messages appearing in a variety of media and digital platforms. Communication

Now more than ever, people are seeking ways to affect change in their communities — both locally and around the world. This course is for anyone — from novices to experienced practitioners — who wants to work more effectively with community members and organizations, including through, but not limited to: Prepare in advance or take this course simultaneously to get the most out of your experience by engaging with communities ethically, respectfully, and sustainably. Developed by a highly interdisciplinary team of U-Mcontent experts and faculty, this course is designed to be both engaging and challenging, offering an accessible entry into foundational topics as well as a jumping off point to pursue work and further learning in effective community engagement. It is also a toolkit and a roadmap that offers concrete takeaways and resources for working effectively with communities. Throughout the course, you’ll learn from experienced U-M students, faculty, and staff and local community partners, and you’ll have many opportunities to try out and apply the principles and concepts you’re learning. No prior community engagement experience necessary.Key concepts and strategies you’ll learn:  Social Sciences

Proteins play a very important role in all organisms. In fact, most of the work that happens inside every cell happens because a specific protein is employed for a specific task. Often the three-dimensional shape of a protein plays a major role in its function. As such, it is important to know the structure of all proteins to have an idea of what function they perform.One of the jobs of a bioinformatician is to predict the three-dimensional structure of a protein using only the DNA sequence that encodes it as well as determining the effects of any mutations in the DNA on the three-dimensional structure/function.In this course, part of the Bioinformatics MicroMasters program, you will learn about protein structure and its impact on function, practice aligning protein sequences to discover differences, and generate model structures of proteins using web and software-based approaches. This course is part of the Bioinformatics MicroMaster’s program from UMGC. Upon completion of the program and receipt of the verified MicroMaster’s certificate, learners may then transition into the full UMGC Master’s Program in Biotechnology with a specialization in Bioinformatics without any application process or testing. See the MicroMasters program page for more. Biology & Life Sciences

By enrolling in this course, chances are you've studied artifical intelligence, built chatbots and have perhaps even used Watson Assistant along the way. But did you know that you can turbocharge your chatbot's IQ with IBM Watson Discovery, a service designed to reveal the hidden value in your data? Discovery specializes in taking your data--structured or unstructured--and extracting from it answers and patterns.For example, if you have a large repository, the contents of which could answer customer questions, you've got the makings of a great FAQ chatbot.In this course, you'll learn how to build queries in Discovery, which allows you to surface answers and patterns from large repositories of data. You'll next learn to use Discovery to extract insights from a set of hotel reviews. Then, to make that data come to life, you'll integrate Discovery with other Watson services to create a chatbot that can tell you about the best hotels in a certain US city. By using these Watson services, you'll add more layers of analysis to help you find the best hotel.You'll build your chatbot application with the following Watson services:By the end of this course, you will have built a fully functioning AI-powered chatbot. Moreover, you should be able to apply the services taught here to your own data sets, enabling you to create sophisticated chatbots of your own. Computer Science

Big data is transforming the health care industry relative to improving quality of care and reducing costs--key objectives for most organizations. Employers are desperately searching for professionals who have the ability to extract, analyze, and interpret data from patient health records, insurance claims, financial records, and more to tell a compelling and actionable story using health care data analytics. The course begins with a study of key components of the U.S. health care system as they relate to data and analytics. While we will be looking through a U.S. lens, the topics will be familiar to global learners, who will be invited to compare/contrast with their country's system. With that essential industry context, we'll explore the role of health informatics and health information technology in evidence-based medicine, population health, clinical process improvement, and consumer health. Using that as a foundation, we'll outline the components of a successful data analytics program in health care, establishing a "virtuous cycle" of data quality and standardization required for clinical improvement and innovation. The course culminates in a study of how visualizations harness data to tell a powerful, actionable story. We'll build an awareness of visualization tools and their features, as well as gain familiarity with various analytic tools. Data Analysis & Statistics

Have you ever wondered how you can apply math and science skills to real life? Do you wish you could go beyond what you've learned in the classroom? This science course will advance your knowledge as we unpack some important scientific thinking skills using real-world examples. By completing this course, you will be better prepared to continue studying math and science at the high school level and beyond.In this course, a collaboration between The University of Queensland and Brisbane Grammar School, we will cover key scientific concepts related to:Each concept will be explored through real world examples and problems that will help you visualize how math and science work in your life.This course is ideal for high school students looking to challenge themselves and further develop an interest in math and science. It is also applicable to high school science teachers looking for additional materials for teaching. Math

This course focuses on the transactional relationships between people and their social environments.You will learn social work practice methods to restore, maintain and promote social functioning as it relates to individuals, families, and small groups.This course integrates content on multiculturalism, diversity, and social justice issues. You will examine social work values and ethics as well as issues of race, ethnicity, gender, sexual orientation, socio-economic status, age, religion, and ability as these relate to social work practice.This course builds off of behavioral and social science theories to inform the practice concepts and skills presented. You will learn how to perform various social work roles (i.e. counselor/clinical social worker, group facilitator, mediator, and advocate), recognizing that these roles must adhere to social work values and ethics. You will learn the importance of developing relationships with clients, colleagues, supervisors, other professionals, and other constituencies. You will learn how to apply skills such as active listening, empathic responding, contracting, and critical and creative thinking in practice.All phases of the social work practice intervention process (i.e. engagement, assessment, intervention and evaluation) are presented and applied with individuals, families, and small groups.You will learn how to assess vulnerabilities and strengths in clients' lives that relate to attributes (e.g. ability, age, class, color, culture, ethnicity, family structure, gender {including gender identity and gender expression}, marital status, national origin, race, religion or spirituality, sex, and sexual orientation) as well as situational and environmental factors relevant to the client's social functioning.You will also learn how to assess risks, barriers, and plan, implement and monitor change strategies and evaluate techniques in order to demonstrate effectiveness.This course is part of the Social Work: Practice, Policy and Research MicroMasters Program offered by MichiganX. Please note that to complete this program with a MicroMasters certificate, you must be enrolled as a verified learner in all courses in the program by November 30, 2020, and you must complete all assessments by March 29, 2021.Upon completion of this course, students using a social work practice framework will be able to: Social Sciences

The course begins with a survey of the origins of Buddhism in the Indian subcontinent in the mid-first millennium BCE, as well as its transformation in the first millennium CE into the Sanskrit-language-based Mahayana Buddhism(s) that permeated the monastic traditions and flourished in India until around 1100 CE, and that persists up topresent dayin East Asia, Central Asia, and Vietnam.  The Tibetan aspect of this course surveys the Tibetan and Central Asian reception and development of these Indian Buddhist traditions that occurred in two distinct historical periods: (1) from 650 CE until ca. 850 CE, and (2) from ca. 950 CE to the present.   During the first period, the Indians' and Tibetans' massive efforts to translate into the Tibetan language the Sanskrit and Prakrit contents of the great Indian monastic university libraries resulted in the reception and preservation in Tibetan of the most essential parts of what was destroyed in India during the Persian, Turkish, and Tajik invasions and occupations in the early second millennium CE. These translations also enabled that Indian style of Buddhism to spread into the Mongolias and the Manchu empire in China. In addition to addressing such reception and preservation, wewill alsosurvey the unique ways in which these Indian forms of Buddhism were further developed in the Tibetan and Central Asian cultural spheres (throughout their histories, and especially in the second period that began after the destruction of Indian Buddhism).   Finally, we will explore 20th-21st century manifestations and developments of Tibetan Buddhism throughout the global modern world. Although in the modern era Tibet itself has lost its Buddhist culture internally due to the Chinese communist occupation and cultural revolution, that Buddhist culture has been maintained and developed in exile and diaspora, and its worldwide spread is a remarkable phenomenon in the history of American and European forms of world Buddhism.Module 1   Module 2  Module 3  Module 4  Module 5  Module 6   Humanities

How do you find the money necessary to effectively manage your business? How do you know if a business opportunity is worthwhile? When should you invest in a stock, bond or company? Do you fear the financial side of growing your organization?This finance course will take the mystery out of financial analysis and help you make the right business decisions. In order to establish your company you need to secure funding. Once you have money, you need to determine the most efficient and effective use of your capital. You also need to have the knowledge to have professional and engaging conversations with finance professionals who control access to funding.In this course, you will discover a variety of options for funding your business and how to successfully negotiate financial opportunities. You will learn how to value and evaluate ideas to determine the appropriate benefits and costs in order to screen them correctly. Finally, you will learn how to value a business and the securities you can use to potentially fund your organization.This course is part of the Business Principles and Entrepreneurial Thought XSeries. Business & Management

“Everyone communicates, but few connect” is a famous book and message by John C. Maxwell on leadership. The meaning behind this message is that as leaders of programs and projects, we need to be not just communicators, but effective communicators.Obtaining your Project Management Professional (PMP) certification or Certified Associate in Project Management (CAPM) or similar project management certificate is the first step. But, as you gain program management and project management experience, you realize that effective communication goes beyond what you learned in "A Guide to the Project Management Body of Knowledge" (PMBOK). Gaining a program management certification or project management certification (such as the PMP certification) equips you with the necessary project management tools to begin your project or project management career. There is more to effective program and project communication than what is on the PMP exam.For communication from program managers and project managers to be truly effective, there must be understanding beyond what you learned from your professional certification. The communicator and the receiver must use feedback to determine how the message was received and if the communicator created the intended level of understanding in the receiver for the communication to succeed.In this course, you will learn about the Understanding Triad - know-what, know-how, and know-why. The Understanding Triad aids you in crafting just the right level of explanation for all your audiences. The Understanding Triad will make you a more effective program manager, traditional project manager, agile project manager, or certified scrum master.The Project Management Institute, Inc (PMI) teaches that project management communication is the transfer of information. The project or program manager sends messages to their project teams, stakeholders, customers, and executive sponsors. If the program manager or project manager believes that communicating a clear message is enough for good communication, then the manager may be fooled into thinking their communication efforts are complete. Even if there is feedback, the feedback is usually limited to confirming that the message was received as intended. However, communication is not merely the transmission of information. The difference can be days, months, or years of wasted time and effort; or successful, early delivery.Certified program and certified project managers earn 10 professional development units (PDU) as they learn how communication can make a difference in every interaction, and become a truly effective program or project manager. Gain the power skill of communication in this certificate program. Business & Management

Have you everasked what “biobased” means or wondered about the key aspects in developing and commercializing biobased products? This course will answer those questions and more; highlighting the opportunities, hurdles, and driving forces of the bioeconomy.Today’s industries face enormousglobal challenges when it comes to the fossil-based economy. Fossil resources are no longer a desirable feedstock for many products and governments’ climate goals put various limitations to its usage. Moreover, consumer perception has become an increasingly important factor.With biobased products as an alternative to the fossil-based economy, the bioeconomycan provide viable solutions to these challenges.The course describes the different types of biomass, the methods of refinery and typical conversion technologies used for biobased products. You'll also engage in astudy of the practical and real-life examples emerging in the market: biopolymers, bioenergy, bioflavours, and biosurfactants.The course has been developed by a team of experts from seven different institutions and universities in three different countries,all sharing their personal perspectives on the opportunities and challenges faced by the biobased industry. The three top-ranked institutions Delft University of Technology, RWTH Aachen University, and Wageningen University & Research offer additional, more advanced courses to continue your learning journey: Biology & Life Sciences

In this social science course, you will learn how social workers in the United States engage in creating change and supporting the resilience of individuals, families and communities in this new era.Learners will have an opportunity to explore the social work profession, the different roles of social workers in a range of settings, the cross cutting themes that guide social work practice, the history of social work, and current challenges.Using a social justice lens, learners will reflect on current challenges facing the lives of individuals, families and communities and examine ways to advocate for needed changes.This course is part of the Social Work: Practice, Policy and Research MicroMasters Program offered by MichiganX. Please note that to complete this program with a MicroMasters certificate, you must be enrolled as a verified learner in all courses in the program by November 30, 2020, and you must complete all assessments by March 29, 2021. Social Sciences

This course will allow you to better understand the world around you through utilising the anthropological lens. You will learn about the way in which anthropology as a discipline can shed new perspectives on current world issues, from indigeneity to migration and material culture.We want to challenge you to reflect on your own perspective when thinking about these issues, how you see the world and how we all engage with difference and sameness on a daily basis.We will interview notable anthropologists and follow some around the world and into their field to explore the issues, the people they work with and their place in the world. Humanities

For marketers, an understanding of how a consumer selects, purchases, uses and disposes of products and services is pertinent to successfully managing the marketing function.In this course, you will learn about the role of consumer behaviour within marketing. We will discuss how this behaviour is shaped by the social and cultural environment, as well as a number of psychological factors.You will learn about decision-making processes in consumption behaviour in different buying situations. This will develop your ability to integrate marketing processes at a higher level.Concepts drawn from various disciplines such as psychology, economics and anthropology will be examined.This course is part of the CurtinX MicroMasters Credential in Marketing in a Digital World that is specifically designed to teach the critical skills needed to be successful in this exciting field. In order to qualify for the MicroMasters Credential you will need to earn a Verified Certificate in each of the five courses. Communication

In this course, you will learn how to formulate models of reaction-convection-diffusion based on partial differential equations and to solve them the old-fashioned way, by pencil and paper. You will also learn the art of approximation—how to obtain useful solutions by simplifying a model without sacrificing the key physics. At MIT, 10.50 is a required subject for all first-year graduate students in chemical engineering, but it also attracts students from other departments. This online course is suitable for anyone interested in learning the principles of continuum modeling. Although the examples are mostly from chemical engineering, no prior knowledge is assumed, beyond basic undergraduate applied mathematics. The modeling concepts and mathematical methods you learn in this course will advance your career in industry or academics. While your friends and co-workers may be able to run an experiment or computer simulation, you will also be able to derive simple formulae to explain the data and guide rational design. There is growing demand for such mathematical skills in most technical careers and graduate programs today. Attribution:By Kevin R Johnson, CC-BY-SA-3.0 (http://creativecommons.org/licenses/by-sa/3.0/), via Wikimedia Commons. Engineering

This course is intended for professionals and managers seeking new leadership responsibilities, those transitioning between leadership roles or organizations, as well as current leaders of organizations. Our faculty and industry experts will teach you the critical concepts to help you better understand, operate, and thrive in leadership roles in your organization.We will challenge you to apply your learning in a realistic simulation based on real world leadership experiences. Key topics include:Learn through a team of award-winning UQ Business School faculty and instructors with decades of experience in both leadership scholarship and demanding leadership positions. Through a series of engaging videos, interviews, case studies, written reflections, peer feedback, and other self-insight activities, learners will develop their capacity for implementing meaningful organizational change. Business & Management

In this macroeconomics course, you will improve your skills in macroeconomic policy analysis and learn to design an economic and financial program, using real economic data. The financial programming exercise simulates what IMF (International Monetary Fund) desk economists routinely do in their country surveillance and program work.In the first part of the course (modules 1–7), you will analyze the economic outlook of a country case and then help to build a baseline scenario — namely, a set of projections for the main macroeconomic sectors (real, external, government and monetary) that reflects the analyst’s best guess of what will happen to the economy in the coming year, assuming no policy change.In the second part (modules 8–10), you will learn and discuss how macroeconomic policies can be used to address poor performance and reduce macroeconomic imbalances. We will illustrate the workings of monetary, fiscal and exchange rate policies by using a simple Keynesian model of an open economy. In the final module you will design an IMF–supported lending program scenario for our country case.Financial Programming and Policies, Part 2 is offered by the IMF with financial support from the Government of Japan. Economics & Finance

Explore open source networking projects, from The Linux Foundation and beyond, that are shaping the future of networking and telecoms. Designed for open source enthusiasts, university students,network architects and engineers, security architects and engineers, and systems engineers, this course offers a great introduction to open source networking. This course covers the open networking stack from top to bottom; starting from networking hardware disaggregation and modern 100G and 400G switches, through network operating systems, network controllers, virtualization,and orchestration. Develop an understanding of the use cases and technical options for modern open networking in enterprises, service providers, and cloud providers. Become familiar with the following open source networking projects and their use cases:  Computer Science

Gain a good understanding of what Deep Learning is, what types of problems it resolves, and what are the fundamental concepts and methods it entails. The course developed by IVADO, Mila and Université de Montréal offers diversified learning tools for you to fully grasp the extent of this ground-breaking cross-cutting technology, a critical need in the field.IVADO, a scientific and economic data science hub bridging industrial, academic and government partners with expertise in digital intelligence designed the course, and the world-renowned Mila, rallying researchers specialized in Deep Learning, created the content. Mila’s founder and IVADO’s scientific director, Yoshua Bengio, also a professor at Université de Montréal, is a world-leading expert in artificial intelligence and a pioneer in deep learning as well as the scientific director of this course. He is also a joint recipient of the 2018 A.M. Turing Award, “the Nobel Prize of Computing”, for conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing.Deep Learning is an extension of Machine Learning where machines can learn by experience without human intervention. It is largely influenced by the human brain in the fact that algorithms, or artificial neural networks, are able to learn from massive amounts of data and acquire skills that a human brain would. Thus, Deep learning is now able to tackle a large variety of tasks that were considered out of reach a few years ago in computer vision, signal processing, natural language processing, robotics, and sequential decision-making. Because of these recent advances, various industries are now deploying deep learning models that impact various economic sectors such as transport, health, finance, energy, as well as our daily life in general.If you are a professional, a scientist or an academic with basic knowledge in mathematics and programming, this MOOC is designed for you! Atop the rich Deep Learning content, discover issues of bias and discrimination in machine learning and benefit from this sociotechnical topic that has proven to be a great eye-opener for many.At the end of the MOOC, participants should be able to: Computer Science

U.S.-based and higher education-centered, this is a five-week, instructor-paced course that offers an inclusive teaching framework with multiple entry points for reflection and exploration of the research on learning and diversity. Anchored in the lived experiences of students and faculty, including yours, we invite you to explore strategies for inclusive course design, student-centered pedagogical practices, facilitating learning across difference, and change efforts that support student engagement, achievement, and belongingness. Come with a course of your own in mind, and design for inclusion as you make your way through Teaching & Learning in the Diverse Classroom.You will explore:The research on MOOCs is clear that “taking the course with a friend” increases motivation to complete. If you are planning to form a learning community to take the course as a cohort, request our facilitator's guide.If you complete the course, successfully, you will be able to: Education & Teacher Training

This four week course focuses on migrating workloads to AWS. We will focus on analyzing your current environment, planning your migration, and discussing the actual migration steps. We will also survey AWS tools and services that will accelerate your migration to AWS.Hands-on labs are available, though not required for this class. Access to the labs is limited to paid enrolled students. You can audit this course without taking the labs. As we dive into each of the services covered in this class, there will be links to documentation where you can find example applications and code samples. Computer Science

The Internet of Things (IoT) is expanding at a rapid rate, and it is becoming increasingly important for professionals to understand what it is, how it works, and how to harness its power to improve your business.In this course we will focus on how the IoT works. You will learn about IoT networks and explore how ‘things’ connect to it, including whether the connection and processing is local (fog) or remote (cloud).We will explore data networks, connection types, layer models and analyze IoT protocols and standards.You’ll also learn how to evaluate different infrastructure components and network systems, and how to go about designing a basic network for your own IoT ideas. Computer Science

Martin Luther King, Jr. was a minister turned civil rights activist known throughout the world as an inspirational orator and a passionate advocate of nonviolent civil disobedience. Yet what do we know about the inner workings of the man who inspired so many? How can we learn from his personal documents to better understand his hopes and fears as well as his drive?During this captivating course, Professor Clayborne Carson will walk you through a journey of discovery, following Dr. King’s thoughts and steps through Atlanta, Albany, Selma, and Memphis. Each lesson will explore a few documents from the Martin Luther King, Jr. Papers Project — a comprehensive collection of King’s most significant correspondence, sermons, speeches, published writings, and unpublished manuscripts. You will learn an essential technique of historical analysis: the use of primary source documents as windows into the past.You will also view on-location filming of places Dr. King spent time, bringing to life the stories of his journey with personal commentary from Professor Carson and eyewitness interviews. Follow Dr. King’s extraordinary path from the benches of Ebenezer Baptist Church to the steps of the Lincoln Memorial and become re-inspired by the man, the minister, the leader.Dr. Clayborne Carson, the professor who teaches this course, is offering weekly Zoom calls for students interested in discussing the material further. Calls are every Monday from 12:30-1:30 PST.Students can join by video chat at https://stanford.zoom.us/j/809831146. All are welcome. History

This course, the second in a collection on Chinese history and culture, addresses how the Qin dynasty conquered China and established a new system of government and how the Han dynasty built a stable, centralized empire that lasted for hundreds of years. We cover the early history of Buddhism in China and how the rising feudal aristocracy responded to the loss of empire by looking inward. In this period, the Qin forged a new, unified empire, discovered new ways of mobilizing the population, and introduced the imperial ideology of “Cosmic Resonance”. However, this early dynasty was short-lived and soon gave way to the Han. Though the Han struggled with many tensions — centralism vs. regionalism, feudalism vs. bureaucracy — it lasted much longer than the Qin and established a stable relationship between Chinese society and the state. Later, aristocratic culture and concerns around self-actualization became important in Chinese culture. Buddhism was also established in this period, and learners will discover how that religion spread throughout the country. Join us to learn about China’s first unified empires and how the relationship to the self evolved with the spread of aristocratic culture and Buddhism. History

In this quantum physics course you will learn the basics of quantum mechanics. We begin with de Broglie waves, the wavefunction, and its probability interpretation. We then introduce the Schrodinger equation, inner products, and Hermitian operators. We also study the time-evolution of wave-packets, Ehrenfest’s theorem, and uncertainty relations.Next we return to the Schrodinger equation, solving it for important classes of one-dimensional potentials. We study the associated energy eigenstates and bound states. The harmonic oscillator is solved using the differential equation as well as algebraically, using creation and annihilation operators. We discuss barrier penetration and the Ramsauer-Townsend effect.Finally, you will learn the basic concepts of scattering – phase-shifts, time delays, Levinson’s theorem, and resonances – in the simple context of one-dimensional problems. We then turn to the study of angular momentum and the motion of particles in three-dimensional central potentials. We learn about the radial equation and study the case of the hydrogen atom in detail.This course is based on MIT 8.04: Quantum Mechanics I. At MIT, 8.04 is the first of a three-course sequence in Quantum Mechanics, a cornerstone in the education of physics majors that prepares them for advanced and specialized studies in any field related to quantum physics.After completing 8.04x, you will be ready to tackle the Mastering Quantum Mechanics course on edX, which will be available in Spring 2021. Physics

This course will focus on basic technologies for the treatment of urban sewage. Unit processes involved in the treatment chain will be described as well as the physical, chemical and biological processes involved. There will be an emphasis on water quality and the functionality of each unit process within the treatment chain. After the course one should be able to recognise the process units, describe their function and make simple design calculations on urban sewage treatment plants.The course consists of 6 modules:This course in combination with the courses "Introduction to Water and Climate" and "Introduction to Drinking Water Treatment" forms the Water XSeries, by DelftX. Engineering

Multiple experts from across faculties at The University of Hong Kong and professionals engaged in gender-related developments in Asia will address the ways in which gender is understood, constructed and performed. Drawing from a variety of perspectives – cultural studies, economics, education, law, linguistics, psychology, public health, politics, social policy, and sociology - we begin by questioning meanings of gender in different cultural settings and historical moments. What do the representations of our currently used categories such as man, woman, transgender, queer, cisgender, bisexual, or intersex mean in different contexts? How are conversations about gender taking place in Asia and how do they converge or diverge from those happening elsewhere? The course is a comparative, interdisciplinary and cross-sector conversation which encourages reflective thinking about practices of gender. It courts and questions the fixity of language, traditions, laws, and practices as well as the resilience of stereotypes, biases, and structures which perpetuate myths, hierarchies and discrimination. Unraveling the interlinkages between these conversations and categories equips you with the skills needed to identify, recognize and reject outmoded or biased constructions of gender as well as the power hierarchies these embed within social relations. We will examine why gender equity is so important and yet hard to achieve. We scrutinize social and legal constructions of gender which continue to operate as though gender is binary and explore a more inclusive approach which reflects the gender continuum within the context of entrenched power structures. Through understanding gender and its relations with society, we look for solutions to eradicate gender discrimination and gender-based violence. Additionally, as digital technology plays an ever-increasing role in contemporary construction of social realities of people, the course looks into how, if at all, these networked communities offer new expressions of gender as performativity and the ways in which these replicate, reproduce or refashion traditional gender categories and roles. Then we turn to challenge our everyday practices of gender and how they colour our approaches, assumptions, and biases (conscious and unconscious) about the ‘other’? The course invites scrutiny of the practice and performance of gendering self and others. At the same time, it is a reminder that gender is not just about identity but also about power. The course examines manifestations and causes of gender inequality and its inextricable link to structural and institutional forces of discrimination. To better understand the interaction between identity and power, we look at gender-based violence. The #metoo movement has exposed not only the depth and scale of violence but also unmasked the asymmetries of power. Power and privilege are enjoyed by a select group while the voices of others remain invisible and ignored. We conclude by looking at local, national and global efforts to address gender disparities in society in various domains. We invite you to reflect on the course materials and to connect them to your daily life. How can your new understandings about gender generate a ripple of change around you? Social Sciences

As a topic of study, semiconductor devices offer aunique challenge due to the complex mathematics involved. In this course, we takea more intuitive approach to explore the underlying concepts.Eschewing mathematics, we use engaging animations to help you visualize the working principles of many common semiconductor devices. Whether you are completely new to the subject or an experienced engineer, thiscourse will give you a differentperspective and a new way to look at the behaviors of semiconductor devices. Reducing the reliance of equations does not mean the depth of the material is sacrificed. In fact, the course provides evenmore in-depth explanations of key concepts.We shift the focus from quantitatively evaluating the behavior of semiconductor devices to intuitively visualizing the semiconductor device actions. In addition, the courseoffers a widearray of content - from basic PN junctions to modern nano-electronic circuit and systems. Besides covering the existing technologies, the course also explores the development of the industry into the future. Electronics

Travel through central Europe in the 1800s to experience the premieres of Meyerbeer’s Les Huguenots , Wagner’s Das Rheingold , and Verdi’s Otello. A complement to our course on 18th-century opera, you’ll be introduced to opera through an in-depth study of these canonical works. You’ll learn about the musical details of each opera and the cultural influence of the works by understanding the circumstances of its composition, premiere performance, and its legacy and significance today. First, step inside the Paris Opéra in 1836 for the premiere performance of Giacomo Meyerbeer’s grand opera Les Huguenots. Go behind the scenes to discover the people and technology that made this type of opera such a thrilling combination of music and spectacle, important in its time but little-known today. You’ll learn about the characteristics of opera from this period, those involved in producing the premiere, and the social context surrounding Les Huguenots. Then, journey to Bayreuth in 1876 for the first production of Richard Wagner’s Das Rheingold , the opening opera of his four-part saga Der Ring des Nibelungen. Discover how Wagner used musical themes to tell this mythical story and learn about the advancements in stage technology that brought this work to life. Finally, travel to Milan in 1887 for the premiere of Giuseppe Verdi’s second-to-last opera, Otello. Learn how Verdi’s musical approach to this Shakespearean tragedy, his first opera after a fifteen-year hiatus, was influenced by the operatic innovations of his contemporary, Richard Wagner. Enroll now to get to know the music of these three amazing operas, the 19th-century cultural context in which they were performed, and how they remain relevant in today’s complex musical landscape. Music

Marketing research is crucial to marketing managers, as it helps answer crucial marketing questions using data. In this course, we introduce quantitative marketing research techniques in conjunction with key marketing concepts. The participant is introduced to the design, implementation and interpretation of quantitative market research projects. The participant is introduced to the concept of value and willingness-to-pay, along with how to use auctions to estimate this. We then cover conjoint analysis, where the concept of value as a function of different attributes is discussed. We then move on to cluster analysis, where we discuss market segmentation based on different value propositions that different customers may seek. Finally, we discuss ethical issues in marketing research, going beyond its technical aspects. Business & Management

Photovoltaic systems are often placed into a microgrid, a local electricity distribution system that is operated in a controlled way and includes both electricity users and renewable electricity generation. This course deals with DC and AC microgrids and covers a wide range of topics, from basic definitions, through modelling and control of AC and DC microgrids to the application of adaptive protection in microgrids. You will master various concepts related to microgrid technology and implementation, such as smart grid and virtual power plant, types of distribution network, markets, control strategies and components. Among the components special attention is given to operation and control of power electronics interfaces. You will be familiarized with the advantages and challenges of DC microgrids (which are still in an early stage). As a verified learner you will also have the opportunity to master the topic of microgrids through an exercise in which you will evaluate selected pilot sites where microgrids were deployed. The evaluation will take the form of a simulation assignment and include a peer review of the results. This course is part of the Solar Energy Engineering MicroMasters program designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.Verified learners will have the added benefit of evaluating different strategies to control multiple inverters and to analyze local control to improve stability. Engineering

Software testinggets a bad rap for being difficult, time-consuming, redundant, and above all - boring. But in fact, it is a proven way to ensure that your software will work flawlessly andcan meet release schedules. In a two-course series, we will teach you automated software testing in an inspiring way. We will show you that testing is not as daunting a task as you might think, and how automated testing will make you a better developer who programs excellent software. This first course will teach you specification-based testing, boundary testing, test adequacy and code coverage, unit vs system testing, mock objects, design for testability, and test code quality. This is a highly practical course. Throughout the lessons, you will test various programs by means of different techniques. By the end, you will be able to choose the best testing strategies for different projects. If you are or want to become a five-star software developer, QA engineer, or software tester, join this course. Testing will never be the same again! Computer Science

Having an ‘agile mindset’ is all about embracing a mentality or approach that believes in adapting to change, learning through failures and encouraging feedback to bring in consistent improvement. Agile attitude is all about learning and continual improvement to attain milestones in business.Basically, there is a conceptual difference between ‘Doing Agile’ & ‘Being Agile’. Practicing agile is actually ‘Doing Agile’ and having an agile mindset is all about ‘Being Agile’.Basically, there is a conceptual difference between ‘Doing Agile’ & ‘Being Agile’. Practicing agile is actually ‘Doing Agile’ and having an agile mindset is all about ‘Being Agile’.Fostering an agile culture in an organization is a continual and ongoing process of driving change in behavioral norms to develop an agile mindset.This short course will introduce an agile mindset and how it is being implemented and fostered across Rolls-Royce.By the end of this session you will be able to: Data Analysis & Statistics

Do you want to develop the skills and knowledge needed to help preserve tropical coastal ecosystems? These habitats provide goods and services for hundreds of millions of people but human activities have led to their global decline. TROPIC101x will introduce you to the incredible plants and animals that create these unique ecosystems. You will go on to explore the challenges these ecosystems are facing such as overfishing, coastal pollution, ocean warming and acidification, then learn about some techniques being used to tackle these problems. Lectures will be delivered by leading experts. Many of them were filmed on-site in the Great Barrier Reef, at The University of Queensland's research station on Heron Island. The course concludes with an innovative virtual ecology project, where you will have the option to take part in a citizen science project. Join us on an exciting journey, as you develop new knowledge and skills, during this beautiful and engaging course! Biology & Life Sciences

This course, part of a comprehensive series on China, looks at the Qing state in the early 1600s and the challenges that the Manchus faced as minority rulers. While living in Chinese cities and surrounded by Chinese culture — a culture that was far more sophisticated than their own — the Manchus struggled to hold onto their identity as a conquesting people. We'll look at the last period of ascendancy for China before the modern era. We’ll cover China in the 18th century, under the Kangxi, Yongzheng, and Qianlong emperors — a period in which the size of the empire nearly doubles. The Qing was the last dynasty before the foundation of the modern republics and sets the stage for everything that will come after. Join us to learn about this critical era in Chinese history, an era that sets the stage for a truly modern China. History

Robots are rapidly evolving from factory workhorses, which are physically bound to their work-cells, to increasingly complex machines capable of performing challenging tasks in our daily environment. The objective of this course is to provide the basic concepts and algorithms required to develop mobile robots that act autonomously in complex environments. The main emphasis is put on mobile robot locomotion and kinematics, environment perception, probabilistic map based localization and mapping, and motion planning. The lectures and exercises of this course introduce several types of robots such as wheeled robots, legged robots and drones.This lecture closely follows the textbook Introduction to Autonomous Mobile Robots by Roland Siegwart, Illah Nourbakhsh, Davide Scaramuzza, The MIT Press, second edition 2011. Computer Science

Very often we see, hear or experience things that seem "strange" and incomprehensible to us. We start to wonder about the world around us, asking questions like: “How do certain people become billionaires when others are homeless? Why do humans worship Gods or form families? What makes killing in war acceptable but not in any other situation?”If you have ever wondered about these issues and/or other, you aren’t alone. Similar questions have been asked since the beginning of history, and searching for objective answers using scientific research is the goal of sociology. This course is designed to look critically and analytically through different sociological perspectives, including the functionalist, interactionist, conflict and feminist, to help us realize the extent to which society guides our thoughts and actions. The course material provides a fresh, new look at societies and cultures—more objective, full of inquiry and analysis, striving towards social justice and change. Sociology urges us to draw connections between public issues and personal problems, to see the strange as familiar and the familiar as strange, and to examine biography in a historical and social context.Issues of inequalities, social class, race, sexual orientation, disability, age and gender are critically examined within a global perspective in this course. You do not need any prior knowledge of sociological theories or methods to take this class. Bring your life experiences and knowledge, and see how the Sociological Imagination will allow you to dispel cultural myths and reframe reality. This course will cover topics found on the CLEP Sociology exam. Social Sciences

In this engineering course, we will explore the processing and structure of cellular solids as they are created from polymers, metals, ceramics, glasses and composites. We will derive models for the mechanical properties of honeycombs and foams, and we will discover how the unique properties of these materials can be exploited in applications such as lightweight structural panels, energy absorption devices, and thermal insulation.The Cellular Solids: Structures, Properties and Engineering Applications course provides a general understanding of cellular solids. Following this module, learners will be prepared to take one or both add-on modules to learn more about applications in medicine and to cellular materials in nature:Taken together, these three modules provide similar content to the MIT subject 3.054: Cellular Solids: Structure, Properties, and Applications. Engineering

This data course is a primer to statistical genetics and covers an approach called linkage disequilibrium mapping, which analyzes non-familial data and has been successfully used to identify genetic variants associated with common and complex genetic traits.We hope many students find this Beginner course interesting and are motivated to study further topics in statistical genetics to understand biological variation from statistical standpoints.Previous knowledge of molecular genetics and basic statistical concepts, such as statistical tests and estimation, is required. Basic knowledge on genetic variations is offered at the start of the course. Data Analysis & Statistics

Drawing from the skills you developed inpreviouscourses in this series, you will learn how to address yourself more properly in different business circumstances. In Mandarin Chinese Level 3, you will advance your Mandarin Chinese with extensive vocabulary and complex sentence structures based on dynamic business scenarios. You will not only learn to respond correctly but also to deliver your point of view and convey a clear idea in Mandarin Chinese. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead the discussion with a wide variety of popular topics to accompany you to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help you communicate more smoothly and effectively in a business environment. Previous knowledge of Mandarin Chinese is needed. Language

In this age of information, data is available everywhere and grows at an exponential rate. How can we make sense of all this data?, how do we take advantage of data when making decisions?, how do we use data to help us guide the management and planning of our policies?Whether you are a citizen or a policymaker, learning the answers to these questions can benefit you greatly.In this course, you will strengthen your ability to use, understand, and interpret data. Using the "Numbers for Development" and "Caribbean Data Portal" platforms developed by the IDB - which presents data and socioeconomic indicators from the Latin American and Caribbean region - you will be able to understand how to improve the decision-making process in public management.At the end of the course, you will have gained the tools to navigate data, perform and interpret visualizations, and understand the different types of data analysis according to the policy to be implemented.Relax, it's not a statistics course! However, you will acquire the knowledge necessary to interpret graphs, statistical reports, and understand their language. And, most importantly, you will learn the foundations to be able to base your decisions on verifiable data, beyond intuition.The course is based on real-life examples so that you can understand the different concepts and methodologies in a simple, practical, and enjoyable way. Using various useful activities, you will be able to apply the acquired knowledge and practice with data and graphs. Also, we will show you real IDB cases to promote analysis and present the realities to which experts from the region and the Caribbean are exposed. You will also face some creative challenges that will allow you to measure your abilities on a higher level of difficulty.The course has readings and videos that enable you to generate a better understanding of course topics and participate in the discussion forums with a strong basis; open up areas for discussion with your colleagues around the issues and challenges raised during the course.84% of students have stated that the course content has helped them improve their ability to formulate, implement, and/or evaluate public policies.Finally, this course is "self-paced". It means that if you choose to pay for the verified certificate, you will be able to take the course in a maximum term of about three months, from April 2 to December 18, 2020.IMPORTANT: You can choose between auditing the course or obtaining a verified certificate. If you take the "Audit" option, you will have free access to all course materials for ten weeks, but you will not be able to participate in the assessment activities. If you'd instead obtain a verified certificate, you will have access to the assessment activities until the closing date of the course, and you will be able to view the course materials for an unlimited time.By the end of this course, you will be able to: Math

This seventh and final course in the C Programming with Linux Professional Certificate program will allow you to develop and use your C code within the Linux operating system. Using libraries in C is a fundamental concept when it comes to sharing code with others. In addition to compiling and linking, you will also learn how to pass arguments to an executable program. Within moments you will be coding hands-on in a new browser tool developed for this course providing instant feedback on your code. No need to install anything! As you embark on your future career as a programmer, you will be able to continue your coding adventures with professional coding environments used by C programmers around the world. At the end of this short course, you will have completed the C Programming with Linux Professional Certificate program, unlocking the door to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science

The Chief Information Security Officer (CISO) in any given organization serves a leadership position, protecting the data and digital systems that a company’s employees as well as its customers depend upon.This course delves into the role that the CISO plays in cybersecurity operations.Throughout the lessons, learners will explore answers to the following questions: How does cybersecurity work across industries? What is the professionals' point of view? How do we keep information secure?Coursework will fully explore the CISO’s view from the top, as well as the position’s toolkit, which includes policy, procedures and practices, technologies, awareness training, and audit. It will also dive into the approaches taken in private industry, government, academia, and the military.By the end of this course, you will be able to: Computer Science

Instructional designers today have a tremendous number of tools and resources available to them to create highly engaging courses. Social media, digital video, and freely available online instructional resources and applications connect and engage people in new, and exciting ways. When creating online learning experiences, instructional designers integrate and infuse these digital tools and digital content in ways that engage and connect learners to course content.In this education and teacher training course, part of the Instructional Design and Technology MicroMasters Program, you will explore the design, development, and integration of digital media to enhance the learning experience and investigate how media, emerging and mobile tools, and online applications impact technology-mediated learning environments.Choosing instructional materials for a course may seem like a simple step, but in fact, there are many important aspects of online learning experience development that are important to consider, such as content creation, copyright and creative commons, accessibility testing, and visual and web design techniques.Course topics include media and visual literacy, design for online and mobile environments, use and design of open educational resources, emerging technologies, and trends in technology such as mobile learning environments. This course is part of the Instructional Design and Technology MicroMaster’s program from UMGC. Upon completion of the program and receipt of the verified MicroMaster’s certificate, learners may then transition into the full UMGC Master’s Program in Learning Design and Technology. See the MicroMasters program page for more information. Education & Teacher Training

In Part 3 of 7.28x, you’ll explore translation of mRNA to protein, a key part of the central dogma of biology. Do you know how RNA turnover or RNA splicing affects the outcome of translation? Although not official steps in the central dogma, the mechanisms of RNA processing strongly influence gene expression.Are you ready to go beyond the “what" of scientific information presented in textbooks and explore how scientists deduce the details of these molecular models?Take a behind-the-scenes look at modern molecular biology, from the classic experimental events that identified the proteins and elements involved in translation and RNA splicing to cutting-edge assays that apply the power of genome sequencing. Do you feel confident in your ability to design molecular biology experiments and interpret data from them? We've designed the assessments in this course to build your experimental design and data analysis skills.Let’s explore the limits of our current knowledge about the translation machinery and mechanisms of RNA turnover and splicing. If you are up for the challenge, join us in 7.28.3x Molecular Biology: RNA Processing and Translation. Biology & Life Sciences

Pow! Bang! Kaboom! Superhero stories, first arriving on the scene in the late 1930s, are now among the most popular forms of global entertainment. The study of philosophy has been around for centuries. Power and Responsibility: Doing Philosophy with Superheroes, a SmithsonianX and Harvard Division of Continuing Education course, blends these superheroes narratives with the core areas of philosophy. SmithsonianX has partnered with the Harvard Division of Continuing Education to bring this course from the Harvard Extension School to edX. This Beginner philosophy course, led by Professor Christopher Robichaud of the Harvard Kennedy School, offers an exciting lens to interpret key philosophical ideas — metaphysics and epistemology, social and political philosophy, ethics, philosophy of mind, existentialism, moral relativism, and much more. From Superman's embrace of truth, justice, and the American way to Wonder Woman's efforts at promoting peace rather than war, from Spider-Man's personal struggles at balancing his romantic life with his crime fighting exploits to the X-Men's social struggles with combating prejudice, Power and Responsibility: Doing Philosophy with Superheroes will give you the chance to explore philosophy through the many superhero narratives via videos, readings, and a meaningful course community. We invite both those new to philosophy and philosophy lovers to join us on this journey! Art & Culture

Life in the city relies on the smooth operation of urban logistics. Everything from retail to services, construction to waste collection rely on an efficient and reliable freight transport system. However, with the increasing pressures of urbanization, this has to be balanced with the environmental and social impacts caused by transport activity. This is the challenge of City Logistics, a field of study that has significant practical implications for the world and the cities we live in. It is not merely a question of what is involved, but what can be done about urban freight transport to improve it for the sake of economic efficiency, quality of life, and sustainability. From a systematic scientific foundation of the field, this course will take you on a journey to learn how city logistics is understood and practiced in cities around the world. Our instructors, members of a renowned global expert network, will teach you the basics of this highly complex social system. Using their experience in real-world projects, they will illustrate how the knowledge learnt in this course is applied across industry and the public sector. This course caters primarily to university students or professionals working in urban transport infrastructure planning or logistics management. Whether you are simply curious about the topic or you intend to develop a career in these fields, this course will give you the tools you need to understand the complexities of urban freight transport systems. The course emphasizes the theoretical foundation, the rigorous evaluation, and a multi-disciplinary approach to this complex area. Course participants will benefit from numerous case studies of best practice in selected cities around the world, in a variety of business settings. Our emphasis on the global perspective is particularly relevant, since an understanding of local culture and political climate is an important factor in the success of any city logistics intervention. The course will provide an avenue for students to learn from their peers about the challenges faced in their respective cities, and how to apply the principles learned to the challenges faced in their own cities. Engineering

This course is part six of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course will build on probability and random variable knowledge gained from previous courses in the MathTrackX XSeries with the study of statistical inference, one of the most important parts of statistics.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will cover random sampling, sample means and proportions, confidence intervals for sample means and proportions and one-sample tests of proportions and means.Join us as we provide opportunities to develop your skills and confidence in applying mathematics to solve real world problems. Math

This course has a focus on learning the most commonly used project management methodologies in the IT field, and why they are effective. This course introduces you to project management standards and frameworks that increase efficiency and deliver tangible business benefits to IT projects.Topics include:By the end of this course you will be able to: Business & Management

In this course, we begin with approaches to visualization of genome-scale data, and provide tools to build interactive graphical interfaces to speed discovery and interpretation. Using knitr and rmarkdown as basic authoring tools, the concept of reproducible research is developed, and the concept of an executable document is presented. In this framework reports are linked tightly to the underlying data and code, enhancing reproducibility and extensibility of completed analyses. We study out-of-memory approaches to the analysis of very large data resources, using relational databases or HDF5 as "back ends" with familiar R interfaces. Multiomic data integration is illustrated using a curated version of The Cancer Genome Atlas. Finally, we explore cloud-resident resources developed for the Encyclopedia of DNA Elements (the ENCODE project). These address transcription factor binding, ATAC-seq, and RNA-seq with CRISPR interference.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Data Analysis & Statistics

Regardless of where physicians practice they are expected to be calm, cool, and collected when confronted with undifferentiated, critically ill patients. Medical education in most countries however, focuses on approaching patients in a methodical, time intensive manner. Although this approach can be effective for certain patients and settings, it can prove disastrous during those moments when time is of the essence. The specialty of Emergency Medicine (EM) centers on rapidly sorting, assessing, and stabilizing undifferentiated patients regardless of the etiology of their condition. Designed by educational leaders in the field of EM, this course is designed to teach healthcare providers the necessary skills to recognize and manage patients with life-threatening emergencies.“What Every Provider Should Know: Clinical Fundamentals” features high quality video lectures, online case scenarios with questions, a discussion forum, and the chance to demonstrate your knowledge by testing to achieve a statement of accomplishment. A detailed syllabus is provided, which focuses on the most clinically relevant information. Lectures and materials are all online allowing students the flexibility to proceed at their own pace and schedule. Case-based discussions are initiated with a video presentation of an undifferentiated patient. Key decisions and studies are highlighted and student responses may also be posted for other course participants and faculty to review. Video discussions of the online cases with an expert clinician provide practical answers and insightful commentary. Emphasis is placed on a methodical approach to patient evaluation and the importance of time-sensitive emergency interventions. Common medical myths and pitfalls are also addressed throughout the course. This course can easily be taught to individual providers, or arranged for groups of providers or students within their hospitals, medical schools or universities. Providers working together and taking the course as a group have the advantage of institutional support, and the chance to reinforce key concepts during their clinical practice. Medicine

Sustainable development is the most important global movement of our time. In 2015, the 193 member states of the United Nations unanimously adopted the 2030 Agenda for Sustainable Development and its 17 Sustainable Development Goals. These interconnected Goals aim to end poverty and promote economic prosperity, ensure social equity, and protect the environment. Above all, the 2030 Agenda commits to “leaving no one behind.” How do we know if we are on track to achieve the SDGs? Which Goals should different countries prioritize? And what kind of data do we need to ensure that everyone is counted?Launched in 2015 by the Sustainable Development Solutions Network (SDSN) and the Bertelsmann Stiftung, the Sustainable Development Report is the first worldwide study to assess where the world stands with regard to achieving sustainable development. The Report contains the SDG Index and Dashboards, which use a combination of official and unofficial data and indicators to understand each country’s progress on the 17 SDGs.In this short course, you will hear from some of the experts responsible for creating the Sustainable Development Report about the value of measuring progress on the SDGs, and how a tool like the SDG Index and Dashboards helps policymakers and other stakeholders make important decisions about their development priorities. You will examine the different types of data that can be used to measure development progress, and learn the technical steps needed to construct an index for the SDGs. Finally, you will explore regional and city-level indices, and discuss new approaches to SDG measurement and data-based decision-making. Data Analysis & Statistics

Nowadays, image-based methods are indispensable for life scientists. Light microscopy especially, has evolved from sketched out observations by eye, to high throughput multi-plane, multi-channel, multi-position and multimode acquisitions that easily produce thousands of information-rich images that must be quantified somehow to answer biological questions. This course will teach you core concepts from image acquisition to image filtering and segmentation, to help you tackle simple image analysis workflows on your own. All examples use open source solutions, in order to allow you to be independent from commercial solutions. Emphasis is made on good practices and typical pitfalls in image analysis. At the end of this course, you will be able to adapt and reuse workflows to suit your specific needs and be equipped with the tools and knowledge to adapt and seek advice from the ever-growing image analyst community of which you will be a part now The course is taught by senior image analysts with longtime work experience in a service-oriented core facility. Data Analysis & Statistics

In this four-part mini-course, Professor Jeffrey Sachs argues that we have always lived in a global world. He takes students on a historical and anthropological tour of six distinct waves of globalization and outlines the key factors that drove innovation, technology dispersal and development during these epochs. The course tells the story of a global humanity and asks the question: What lessons can we pull from history to help understand the tumultuous changes underway today? This course is for:  History

Why has Star Trek , which began as a failed network series, become so influential? Instead of fading away, the Star Trek universe now encompasses feature films, additional television series, and a universe of fan conventions and memorabilia. What about the shows and movies resonate with so many people? The powerful vision of futuristic space exploration drew on real history and contemporary issues to enhance its storytelling. Star Trek inspired audiences to ask fundamental questions about who they are and how they relate to the world around them. When you enroll in this course, you will examine how Star Trek ’s live action television shows and motion pictures affected audiences around the world. With your hosts, Margaret Weitekamp and Scott Mantz, you will discover the connections between Star Trek and history, culture, technology and society. You will hear from experts, watch clips from the shows and films, debate with fellow fans.and explore your own perspectives on and understanding of Star Trek 's lasting impact. Through critical analysis and object exploration, you will examine how Star Trek tackled controversial topics, such as race, gender, sexuality, and ethics. Then, the mission is yours. Join the community to engage in civil discourse. Use evidence to understand how Star Trek shaped and still influences our technology and society. This course is offered under license by CBS Consumer Products.In this course, students will:  History

Want to take the first steps to become a Cloud Application Developer? This self-paced online course will lead you through the programming languages and tools you will need to develop your own Cloud and Web Applications.Beginning with an explanation of how internet servers, and clients work together to deliver applications to users, this course takes you through the context for application development in the Cloud, introducing front-end, back-end, and full stack development.You’ll then focus on the languages you need for front-end development, working with HTML5, CSS3, and JavaScript.Finally, you will discover tools such as Git, GitHub, and GitLab, that help you to store your projects and keep track of changes made to project files (version control) and enable collaboration and continuos deployment. Computer Science

As public policies become increasingly complex and technical in nature there is a clear need for scientifically informed solutions to major public policy challenges. However, most researchers do not have the training to effectively engage with policymakers. This short course will provide an essential introduction to the policymaking process through the lens of the U.S. federal government, while providing specific steps researchers can take to engage policy stakeholders and articulate the policy implications of their work. Specifically, it will focus on:  Communication

Does monitoring and evaluation seem too technical? Are you grappling with logframes and indicators that don’t adequately tell the story of your program? A Theory of Change (ToC) approach can help. This course will provide you with a ToC toolkit to help assess any process of change that you may be developing. It is optimized for public and development managers, monitoring and evaluation practitioners, donor agencies, NGOs, academics, and other stakeholders. A ToC approach helps you situate complex social and development interventions. ToC is both a process and a product for explaining the various contributors to change, and the multiple levels of outcomes that result from program implementation. The course will introduce you to thetheory of change approaches and principles. It will give you the tools to both understand existing theories of change as well as develop your own. You will also be able to connect a theory of change to logframes and other organizational tools for further monitoring and evaluation. Social Sciences

This course introduces fundamental topics related to Monozukuri covering engineering topics such as thermodynamics, fluid dynamics, design, and dynamics of machinery. This is a new type of course in which learners not only view video lectures and answer quizzes but also learn while actually engaging in their own hands-on learn-by-doing project.You will learn about propulsion mechanism related to a small pop-pop (heat powered) steamboat. By introducing monozukuri (the art of manufacturing or preparing tangible objects) which is a philosophy of how to make things with precision that work extremely well. The principle standing behind Japanese high quality manufactured goods will be revealed. Interviews with craftsmen and student organizations that design and make things including the all Japan university competition on human-powered aircraft will be given as an example. This course is recommended course for learners who want to learn engineering principles and about making things in Japan. This course is a revision of the previous course on the same topic and was revised taking into account learner feedback. It also contains materials on experiental learning, which is the learning process by which one learns via their experiences. Furthermore, building a milk-carton boat out of an aluminum can was added in case wood and copper tubing are not available.1) Introduction to science and engineering concepts such as thermodynamics, fluid dynamics, design and dynamics of machinery2) Japanese Monozukuri Craftsmanship3) Japanese Monozukuri Philosophy4) Experiental Learning Principles Engineering

Drug discovery is a challenging field, but the pathway most drugs navigate from concept to market is predictable and based upon repeated experimentation. The process requires scientists with expertise in chemistry, biology, and medicine. This course focuses on four aspects of drug development.The course closes with two case studies of molecules that have advanced through the development process and into clinical trials.After completing this course, students will be able to... Medicine

Learn from a dynamic team of 25 dental practitioners and researchers across 10 dental specialties from around the world led by HKU’s Professor Jukka P. Matinlinna and Dr James K.H. Tsoi. In this 4-Week-4-Module course, Digital Biomaterials, you will not only learn the special properties of novel biomaterials in oral health care, but you will be introduced to the crucial and dramatic roles of digital dentistry in contemporary oral health care.New technology development and breakthroughs in biomaterials research have transformed oral health care. The discoveries of the special properties of biomaterials such as titanium, zirconia and various polymeric composite materials have led to the rapid development of more versatile, durable and safe materials, offering oral health care that meet patients’ treatment needs and aesthetic restorative results. In recent years, advancement in digital dentistry such as CAD/CAM technology in crown fabrication, 3D printing, artificial intelligence, stereophotogrammetry and digital orthodontics have greatly impacted many aspects of oral health care, in particular, oral and maxillofacial surgery, implant dentistry and regenerative medicine.Oral biomaterials research today is an exciting and intensive multidisciplinary area that encompasses contributions from a wide range of fields from clinical dentistry to biology, chemistry, physics, material science, and engineering. We cordially invite those of you who wish to make a difference in tomorrow’s dental materials and oral health development to join us in the exciting journey in Digital Biomaterials.The course Digital Biomaterials compiles four modules introducing the most cutting-edge digital and computer technologies in dentistry including big data, artificial intelligence (AI), and digital workflow that support clinical dental diagnostics, and enhance the efficiency of fabricating durable dental restorations. Learners will also be introduced to the properties of the most commonly used dental materials such as titanium, various ceramics and composite biomaterials.. Furthermore, adhesion of dissimilar materials to tooth structures will also be explained.The learning objectives of the four modules in Digital Biomaterials are as follows:Module 1Module 2Module 3Module 4 Medicine

Natural resources represent a potentially transformational opportunity to support development but are ultimately finite How do we make the most of them without destroying the planet? In this 12-week course, produced by the Natural Resource Governance Institute, the Columbia Center on Sustainable Investment and the World Bank, learn about efforts to sustainably manage extractive industry investments. You will come to understand the complex and interwoven aspects of natural resource governance and become part of a global movement of citizens and practitioners committed to harnessing the transformational impacts of our natural resources. This course is for:  Energy & Earth Sciences

Retail customers are omnichannel. They increasingly expect to interact with retailers in a seamless way, combining aspects of different channels at different stages of their purchase journey. They want to place an order online and pick it up an hour later on their way to work, or return at the store an order they had placed online. We have been studying for many years how traditional retailers can become omnichannel retailers. It is not an easy transition and requires a fundamental change in the retailer’s processes, systems and strategy. This transformation is not about small adjustments but a complete redesign of the retailer’s business model.In this course, part of the Retail Management Professional Certificate program, you will learn from retailers that are successfully navigating this transformation. You will explore how to attract omnichannel customers, what fulfillment options these customers expect, how retailers can leverage their online and brick and mortar presence, and what retailers need to support an omnichannel strategy. By the end of the course, you won’t be thinking about separated retail channels but one integrated retailer that is aligned to best serve today customer’s needs.We have designed this course based on our own work in omnichannel retail. The course will suit a variety of participants from retail owners and undergraduate business majors, to retail specialists. Business & Management

This course will provide a comprehensive overview of cannabis and its applications and uses. Students will gain an understanding of various cannabis strains in addition to the differences and similarities between marijuana and hemp. Professions and emerging jobs in the cannabis industry will be covered in this course as well as the future outlook of the cannabis industry. Environmental Studies

Machine learning is one of the fastest growing areas in technology and a highly sought after skillset in today’s job market.This course will teach you, an application developer, how to use Amazon SageMaker to simplify the integration of Machine Learning into your applications. Key topics include: an overview of Machine Learning and problems it can help solve, using a Jupyter Notebook to train a model based on SageMaker’s built-in algorithms and, using SageMaker to publish the validated model. You will finish the class by building a serverless application that integrates with the SageMaker published endpoint.Learn from AWS Training and Certification expert instructors through lectures, demonstrations, discussions and hands-on exercises* as we explore this complex topic from the lens of the application developer.*Note that there may be a cost associated with some exercises. If you do not wish to incur additional expenses, you may view demonstrations instead. Computer Science

How do airlines decide when to increase ticket prices? Should a hotel charge less per night for a long stay than a short one? Why do some software companies bundle very different products together? How should a fashion retailer decide when do start discounting clothes? Why do so many discounted rates end in ".99"? How should a company balance the risk of holding too much inventory on hand and the risk of turning away customers? Does it ever make sense for retailers to lie to suppliers about how much they will need to order? Should retailers with multiple locations hold most of their inventory in a central warehouse or at the individual locations?These are only a small sample of the operational and pricing challenges all businesses regularly face. These challenges are often addressed individually and in isolation but, in reality, all of these decisions interact with each other. This class looks at the demand and supply management challenges faced by companies in various industries and provides an introduction to the tools that can be used to address these challenges. Business & Management

Algorithmics and programming are fundamental skills for engineering students, data scientists and analysts, computer hobbyists or developers.  Learning how to program algorithms can be tedious if you aren’t given an opportunity to immediately practice what you learn. In this course, you won't justfocus on theoryor study a simple catalog of methods, procedures, and concepts. Instead, you’ll be given a challenge wherein you'll be asked to beat an algorithm we’ve written for you by coming up with your own clever solution.   To be specific, you’ll have to work out a route faster than your opponent through a maze while picking up objects.   Each week, you will learn new material to improve your artificial intelligence in order to beat your opponent. This structure means that as a learner, you’ll confront each abstract notion with a real-world problem.   We’ll go over data-structures, basic and advanced algorithms for graph theory, complexity/accuracy trade-offs, and even combinatorial game theory.  This coursehas received financial support from the Patrick and Lina Drahi Foundation. Computer Science

Do you have the skills to be an effective project manager in a global market?This course focuses on leadership and management competencies, along with the ways that different organizational cultures can influence project management.In this course, you’ll learn the personal and performance competencies required of project managers. You’ll also explore organizational culture and see how a team’s dynamics affect a project. Finally, you’ll delve into team composition and communications, as well as the links between organizational change management and readiness.By the end of this course you will be able to: Business & Management

Successful entrepreneurship ultimately comes down to three questions:The course series Entrepreneurship 101, 102, and 103 addresses these questions one by one.Entrepreneurship 103 is your guide to creating a profitable business. So you’ll learn more than just entrepreneurship here. You’ll start becoming a business leader.We’ll expose you to case studies of MIT startup companies and interviews of their founders. So you’ll learn the vital business skills of:Entrepreneurship 103 should be of particular interest to you if you are:This course is particularly useful for:If you can, take Entrepreneurship 103 as a team, for the course will give you a common framework to make decisions, laying the foundation for your long-term success.Give you best to this course. In return, you will gain the confidence that you can go from your first sale to a profitable business. And that’s priceless.This course is a pre-requisite to an attend an MIT Bootcamp.The course is taught by Bill Aulet, Managing Director of the Martin Trust Center for MIT Entrepreneurship and Erdin Beshimov, Senior Director of MIT BootCampus. Business & Management

The demand for safe and healthy food is rapidly increasing. The world population is growing and is projected to reach 9.8 billion in 2050. How do we prepare for this and how are we going to be able to feed all these people? It is clear that the food production mainly has to come from improvements in agricultural water management on existing agricultural lands.Global climate change raises the pressure on supply and demand for water. Changing temperatures and long-term variation in annual precipitation amounts and regional distribution patterns require more ways to control water levels. In addition to the changing climate, cropping patterns are diversifying and field irrigation methods are changing. In light of all these changes in water demand, supply and use, the role of (subsurface) drainage has changed from a single-purpose measure for controlling waterlogging and/or salinity to an essential element of integrated water management under multiple land use scenarios.Join this course to advance your knowledge in drainage, drainage systems and solutions, and to help securing a sustainable food supply. In this course, you will work on different modules, apply the knowledge gained directly to your home country drainage situation. Furthermore, you will learn from other cases and learners worldwide, expanding your horizon on the global importance of drainage.Structure of the courseThe course consists of five modules. In Module 1, the need for drainage, the drainage methods and the design approaches for agricultural drainage systems are introduced. In Module 2 you will learn more about the hydrological principles related to drainage and drainage design equations. Module 3 discusses the general aspects of drainage of saline and sodic soils and Module 4 is an introduction to the implementation and operation & maintenance of drainage systems. Depending on your background and interest, you may decide by yourself in which sequence you do these three modules. But you should realize that in Module 5, all these different aspects of drainage are integrated to discuss the changing role of drainage in agricultural water management.For who This course was developed for professionals and students from various backgrounds, especially those who are interested in agricultural water management and want to broaden their understanding of drainage planning, design, and management, and drainage-related research and training. Although specifically watermanagers and waterengineers, agricultural engineers, irrigation professionals, hydrologists, and agricultural policy makers join this course, the course is open and accessible to everyone.Do not miss out on the opportunity to join this free online course and upgrade your knowledge on drainage for agricultural lands. Environmental Studies

This course covers 8 different challenging topics in AP® Physics 1. Well-respected AP instructors from around the USA will lead you through video, assessment questions, and interactive activities.Each module breaks these tricky topics into bite-sized pieces - with short instructional videos, on-screen simulations, interactive graphs, and practice problems written by many of the same people who write and grade your AP® Physics 1 & 2 exams.Topics include:* Advanced Placement® and AP® are trademarks registered and/or owned by the College Board, which was not involved in the production of, and does not endorse, these offerings. Stand-alone units cover the most challenging concepts in the newly redesigned AP® Physics 1 curricula (based on College Board data from 2011–2013 AP® Physics B exams). Physics

Do you want to become a better problem solver?This Java course will provide you with a strong understanding of basic Java programming elements and data abstraction using problem representation and the object-oriented framework. As the saying goes, “A picture is worth a thousand words.” This course will use sample objects such as photos or images to illustrate some important concepts to enhance understanding and retention. You will learn to write procedural programs using variables, arrays, control statements, loops, recursion, data abstraction and objects in an integrated development environment.This course is comprised of two 5-week parts. Part 1 introduces programming fundamentals. Part 2 covers additional advanced topics. Computer Science

Learn key concepts and AP® Macroeconomics material from top AP instructors, including many of the same high school teachers and college faculty who helped design the AP curriculum in partnership with the College Board.Each module will cover a major concept in the AP® Macroeconomics course, based on Advanced Placement® standards.All topics are broken into bite-sized pieces—with short instructional videos, interactive graphs, and practice problems.Throughout the 18 core modules, you will also find more than 30 short videos. Each one is placed at a critical juncture – ensuring you don’t miss important ideas, definitions and concepts.Topics include:This course is specifically designed for blended learning in AP classrooms, but can also be used by AP students independently as supplementary help and exam review.* Advanced Placement® and AP® are trademarks registered and/or owned by the College Board, which was not involved in the production of, and does not endorse, these offerings. Economics & Finance

This course explores the basic science behind climate change and presents the tools to teach it in a positive, engaging and participatory way. The course also introduces some of the ethical and social issues around climate change.This course makes use of videos, lesson plans and online games developed by the IDB's "Rise-Up: Education Against Climate Change" initiative. The aim is to assist you in the launch of climate change education and actions to mitigate and adapt to climate change in your school community.This is a hands-on course, with examples coming directly from Latin America and the Caribbean.61% of the students who have taken the course affirm that they have improved their ability to formulate, implement and / or evaluate public policies.52% of the students have said that the course has served them to improve services to citizens as public officials.Students who obtain the certificate in this course will also receive this digital badge. Digital badges allow you to share skills and knowledge more quickly and more reliably. For more information on digital badges visit https://cursos.iadb.org/es/indes/credenciales-digitales or click here. Education & Teacher Training

In this capstone project, you'lluse a Deep Learning library ofyour choice to develop, train, and test a Deep Learning model.Loadand preprocess data for a real problem, build the model and then validate it. Finally, you will present a project report to demonstrate the validity of yourmodel andyour proficiency in the field of deep learning. Data Analysis & Statistics

FinTech has started a global revolution in the financial services industry, and the transformation will only increase in coming years. There are many ways in which FinTech can improve the lives of people around the world; however, those same technologies can also be used to enslave, coerce, track, and control people. Accordingly, it is appropriate and necessary to consider the implications of the introduction of these technologies so that they are utilized properly, regulated sufficiently, and their adoption does not come at the expense of societal growth. This 6-week online coursecovers 6 modules, representing the full spectrum of finance, technology, and the introduction of FinTech solutions globally. We will ask questions that are not often asked or addressed when new technologies are adopted. Why should we adopt FinTech solutions, and what are the best ways to introduce disruptive technologies? How does blockchain technology change the way we provide financial services, and how should blockchain technology be governed? Is FinTech creating risks in cybersecurity and how can technology help us prevent financial crimes? As Artificial Intelligence (AI) is developed and adopted, will human biases and prejudices be built into such mechanisms? And at a larger scope, should FinTech lead to a decentralized, democratized system of finance, or will existing institutions adopt FinTech strategies to cement their existing hold on the financial markets? Through discussing and attempting to answer these questions, you will understand better how the introduction of these technologies can benefit or harm society. And through considering the proper application or introduction of such technologies, you will learn to make better decisions as an individual and organization when facing the question: is FinTech our savior or a villain? Economics & Finance

Space exploration plays a major role in the history of humankind. The cultural, political and sociological repercussions are extraordinary, and the amount of resources dedicated to space exploration is enormous. This aerospace course is a first step for those interested in learning more about the history of the space and the impact of space exploration on our daily lives.Each week we will focus on a major chapter in the history of space exploration accompanied by an introduction to the relevant technical topics to fully understand these historical developments. During the seven weeks of the course, we will follow the technical, political and cultural contexts that lead to the birth of the space age, uncover the evolution of space exploration from competition to cooperation in the Apollo and post-Apollo era and finally, analyze current trends in space exploration.By successfully completing this course, you will acquire the critical tools to understand the key events and developments of the Space Age. You will learn to solve basic technical and engineering problems of space travel, rocket propulsion, space systems, and human space flight.Course image: Rosetta at Comet (landscape) / Copyright: ESA/ATG medialab; Comet image: ESA/Rosetta/Navcam. Engineering

“Sustainable growth business models are the beginning of a solution — they aim to optimize the use of resources and fossil energy, and to reduce waste flows and emissions (eco- efficiency). Structuring a (more) circular business model is a logical next step. A circular economy is the logical and more hands-on approach to sustainable thinking and acting. Besides a clear link to cost reduction, the principles of a circular economy have an even stronger link to value creation and innovations at system level". From the document “Circular Economy” of the Dutch Sustainable Growth Coalition.To contribute to the bio-society in 2050 you should know what a business model of a company in the biobased and circular economy comprise of. Does it always require cross-company collaborative efforts to succeed in this sector? What operational supply chain challenges have to be dealt with to ensure efficient and sustainable production networks? And how can managerial decision-making be supported by quantitative methods?Join this course if you want to be able to answer these questions and gain a solid understanding of the business side of the biobased and circular economy.The course contains two key business perspectives. It starts with relevant strategic management considerations such as the trends impacting the transition of businesses and value chains towards a more circular economy, their multi-stakeholder collaboration, and the development of feasible biobased business models. Then, the course continues with operational considerations, on e.g. supply chain management issues, different types of planning problems that are encountered, and the development of decision support for the design and operations of biobased supply chains.Don’t miss out on this opportunity to gain the skills on a strategic- and operational level to transform your company’s business model in a conscious, sustainable and profitable one.Join the MicroMasters programme!This course is part of the MicroMasters Business and Operations for a Circular Bio-EconomyA series of 3 courses and a final capstone project that will provide you with the knowledge and tools to analyse the business and operations side of the switch to biobased products. You will be able to contribute to managerial decision-making, as well as deal with supply chain management and planning.Explore the other courses in this MicroMasters programme:You might also like the MicroMasters Economies and Policies for a Circular Bio-Economy. Business & Management

This course summarizes the main theoretical and practical research surrounding evidence-based education policies and delves into the key improvements and challenges observed in education systems in Latin America and the Caribbean. The course has been organized around five key features of successful education systems: The course’s target audience includes those with interest in improving education through evidence-based education policies. Education & Teacher Training

Electric cars are more than a novel means of mobility. They have been recognized as an essential building block of the energy transition. Fulfilling their promise will imply a significant change in the technical, digital and social dimensions of transport and energy infrastructure. If you want to explore the business opportunities this new market offers, then this is the course for you! This course explains how electric mobility can work for various businesses, including fleet managers, automobile manufacturers and charging infrastructure providers. The experts of TU Delft, together with other knowledge institutes and companies in the Netherlands, will provide insights into and examples of how innovations have disrupted conventional businesses and created new businesses altogether. This will be explained through various concepts and models, including total cost of ownership models, lean mass production, value chain thinking and business integration. After completing this course, you will be able to create e-mobility business models and develop a new strategy for your company which includes transition to or incorporation of e-mobility. The course includes video lectures, presentations and exercises, which are all illustrated with real-world case studies from projects that were implemented in the Netherlands. This course was co-developed with the Dutch Innovation Centre for Electric Road Transport (Dutch-INCERT) and is taught by experts from both industry and academia, who share their knowledge and insights. Business & Management

This course describes the fundamental competition between energy and disorder that determines the state of materials at equilibrium. It introduces the laws of thermodynamics, the concept of equilibrium, and thermodynamic potentials. Both classical and statistical interpretations of entropy are presented, but the emphasis of the course is on classical thermodynamics. Topics covered include unary systems, reacting chemical systems, and binary phase diagrams. Emphasis is placed on the concept of constrained equilibrium, the mathematical structure of classical thermodynamics, and on free energy-composition diagrams that underpin binary phase diagrams. Computational thermodynamics is also covered, and thermodynamics software is used throughout the course. The course also emphasizes the uses of thermodynamics is materials selection and process design, and the importance of materials data. Engineering

This course is the second of a series of four modules that cover calculus-based mechanics. You will learn about the concepts of momentum, impulse, energy, and work, as well as the powerful idea of conservation laws. You will apply these concepts to solve interesting mechanics problems such as collisions and rockets. The modulesare based on material in MIT's Physics I, which is required for all MIT undergraduates, and is being offered as an XSeries on edX. Please visit the Beginner Mechanics XSeries Program Page to learn more and to enroll in all four modules.To understand the material in this course you should have taken Mechanics: Kinematics and Dynamics.The course image is a fire truck on top of the MIT dome. Image taken by Sarahjane10784 https://en.wikipedia.org/wiki/File:MIT_firetruck_hack_2006.JPG Physics

Around the world, major challenges of our time such as population growth and climate change are being addressed in cities. Here, citizens play an important role amidst governments, companies, NGOs and researchers in creating social, technological and political innovations for achieving sustainability.Citizens can be co-creators of sustainable cities when they engage in city politics or in the design of the urban environment and its technologies and infrastructure. In addition, citizens influence and are influenced by the technologies and systems that they use every day. Sustainability is thus a result of the interplay between technology, policy and people’s daily lives. Understanding this interplay is essential for creating sustainable cities. In this MOOC, we zoom in on Amsterdam, Beijing, Ho Chi Minh City, Nairobi, Kampala and Suzhou as living labs for exploring the dynamics of co-creation for sustainable cities worldwide. We will address topics such as participative democracy and legitimacy, ICTs and big data, infrastructure and technology, and SMART technologies in daily life.This global scope will be used to illustrate why specific forms of co-creation are preferred in specific urban contexts. Moreover, we will investigate and compare these cities on three themes that have a vast effect on city life:This MOOC will teach you about the dynamics of co-creation and the key principles of citizens interacting with service providing companies, technology and infrastructure developers, policy makers and researchers. You will gain an understanding of major types of co-creation and their interdependency with their socio-technical and political contexts. You will become equipped to indicate how you can use co-creation to develop innovative technologies, policy arrangements or social practices for a sustainable city in your own community. You will demonstrate this by developing an action plan, research proposal or project idea.Basic knowledge of sustainability in urban settings, urban environmental technology and urban management is assumed. Social Sciences

Why do many of us who eat pigs condemn those who eat dogs? Is there any difference between lab mice and companion hamsters that justify the use of the former for drug tests? Our attitude toward animals is full of seeming inconsistencies and unexplained conventions. Animal ethics is the field that tries to make sense of human-animal relationships using insights from philosophical ethics, and this course is an introduction to the field. This course has several distinctive characteristics from other animal ethics education materials. First, this course uses situations of animals in Japan as illustrative cases, which makes this course as a means to learn something about Japanese culture. Second, it also uses Manga to think about actual situations. By listeningto the lectures and thinking through the issues presented, you will acquire the ability to think more clearly and systematically about human-animal relationships. Topics include:  Philosophy & Ethics

In today’s workplace, professionals don’t work alone, and rarely work with just one other person. More often, we are required to work in groups to strategize, design solutions, ideate, motivate, manage, and execute.This course, part of the Leadership Essentials Professional Certificate program, complements business communication skills and expands those competencies to provide a foundation for decision-making, consensus-building, and problem-solving within a group environment.In this course, learners will analyze and evaluate their own experiences of leading and participating in teams, and will relate them to industry examples.Topics in the course also include: Communication

This course, part of the Public Library Management Professional Certificate program, explores strategies for developing effective grant proposals and for engaging the community in crowdfunding campaigns.In this course, you will mock up a crowdfunding campaign and create a grant proposal for a local or state-level funding source. Humanities

Want to explore ambitious teaching and how collaboration between students and teachers can lead to deeper learning and the development of 21st-century skills?This course is developed in partnership with Microsoft as part of the Microsoft K-12 Education Leadership initiative, which aims to help K-12 school leaders drive the pursuit of ambitious instruction in classrooms.Beyond the straightforward transfer of facts and skills, ambitious instruction has teachers and students making meaning of rich academic content, engaging authentic practical and intellectual puzzles, and creating new knowledge and capabilities in themselves and others. Globally, ambitious instruction sits at the very center of policy-driven educational improvement efforts, with schools and systems pressed to engage students in "deeper learning" and the development of "21st-century skills."This course is both for individual leaders and for teams of leaders from a school, district/region, or system who aim to improve educational opportunities and outcomes for students, especially those historically underserved by public schools. For these teams, the course will function as a platform both for initiating their joint practice and for collaborating on issues that arise in their joint practice.Students will explore:This course is part of the Leading Educational Innovation and Improvement MicroMasters Program offered by MichiganX. Education & Teacher Training

This course will demystify key financial concepts to give aspiring and active entrepreneurs and innovators a guide for understanding their financials and securing funding. Assuming that our learners have no prior knowledge in accounting, economics, or finance, we will work from the ground up to:● Examine the many financing options available to get your new venture funded● Learn the basics of finance, valuations, dilution, and non-dilutive funding source● Understand capital structure for new ventures, term sheets and how to negotiate them, and the differences between early-stage versus later-stage financing● Develop an understanding of how to develop winning investor pitches, who and when to pitch, how to avoid common mistakes that limit the effectiveness of the pitch, and how to ‘get to the close.Key questions answered within the course include:● If and when to raise outside capital?● What kind of investors invest by stage and where to find them?● What are your fundraising options?● What are the key components of the term sheet?● How to perform company valuations?● How to pitch to investors?● What techniques help the entrepreneur ‘get to the close’? Business & Management

This course by Imperial College London is designed to help you develop the skills you need to succeed in your A-level maths exams.You will investigate key topic areas to gain a deeper understanding of the skills and techniques that you can apply throughout your A-level study. These skills include:Over seven modules, covering general motion in a straight line and two dimensions, projectile motion, a model for friction, moments, equilibrium of rigid bodies, vectors, differentiation methods, integration methods and differential equations, your initial skillset will be extended to give a clear understanding of how background knowledge underpins the A -level course.You’ll also be encouraged to consider how what you know fits into the wider mathematical world.By the end of this course, you'll be able to:  Math

Students in this course will build critical, applicable knowledge and understanding of the pervasive impact of media and technology on culture. You will learn influential concepts of media and technology, and be able to apply these ideas to contemporary trends, issues, and your own practice of art and design. Whether you are a graphic designer, UX/UI designer, web designer, or accessibility designer, this course will help you connect your work immediately to a deep, evolving framework of ideas and questions that enrich our understanding of how people consume, create, and use media, how human and non-human objects are related, how games make us think about platforms and software, and how we currently view traditional media such as sound, pictures and video. Art & Culture

In today's world, we see game-changing movements in transportation and energy markets. A better understanding of the processes involved can help you to find your own role in these incipient shifts and take advantage of monumental changes down the road. This course is an elementary introduction to batteries and fuel cell, the cornerstone of electromobility and renewable energy, the main drivers of sustainable development. Learning the lessons of history, understanding the main driving forces, and gaining the basic knowledge of the key technologies will build your basic all-around comprehension of the subject. This course aims tobridgescience and society. For students focused on science, it will help illustrate the demands of society and industry. For learners from industry, business, or from generalist backgrounds, it will be the lucid introduction to the subject. The short course will not make you an expert in batteries, fuels cells, and electric vehicles, but will help you incommunicating with scientists and engineers and make your further education (or self-education) more productive. The main focus of the course is on batteries - namely, lithium-ion batteries - and electric vehicles as the key market. Science

Now more than ever, you are going to school, working, and living in communities with people who think, look, and have beliefs different from your own. This 45-minute course will give you the skills to bridge those divides and find common ground.In this skills-based course, we will explore practical strategies and techniques to apply in your daily life. You will learn about the difference between dialogue, discussion, and debate; micro-affirmations; and how to be an ally.If you are seeking to develop and practice these skills and apply them to build a more inclusive world, this course is for you. The course is also mobile-friendly. Communication

Social media and online communication dominate our daily lives in an unprecedented manner. Wireless connectivity, mobile devices and wearable technologies mean that social media is always on, always part of everyday life for billions of people across the world. While the term 'social media' is barely a decade old, the story of how people started using the internet in a social manner is a much longer and more interesting one. This course willincrease learners' understanding of social media by looking at the ways networked connectivity let users become 'social', how this was amplified with the emergence of the web, and how social media became the default mode of the mobile web we use today.By completing this course, you should be able to:  Communication

What is a PMO, and how does it work?This course focuses on the Project Management Office (PMO) and the governance techniques used to monitor and control the delivery of projects and programs.You’ll learn all about Portfolio management and the different kinds of PMOs in use today. You’ll also explore various approaches for building, maintaining and closing a PMO, as well as monitoring techniques to ensure that projects are completed successfully.By the end of this course you will be able to: Business & Management

This course is designed to show faculty, instructors and organizational leadership how to create a course on edX. The course will cover the strategy behind getting the word out about a course, creating course content that is interactive, engaging, and accessible, and delivering a finished course. Education & Teacher Training

In our information age, companies have access to unprecedented amounts information on customers--their behaviors, interests, and buying habits--and the markets in which they operate. Being able to analyze that data has become a critical skill for decision makers at every level of an organization. Today’s firms use data to detect market movement before it becomes a fully-fledged trend, helping them to stay ahead of the curve, tailor products and services to specific customer segments, determine when and when to enter markets, and differentiate themselves from competitors. In this course, you will learn how to unlock the value of data to create and grow an organization. You will gain the analytical tools necessary to confidently describe the current state of areas critical to your business, predict the likelihood of an event occurring, compare two or more approaches to a business challenge, and determine if a phenomenon you are seeing is coincidence or a genuine insight. By the end of this course, you know how to make data-driven decisions to find advantages and stay competitive. Business & Management

Have you ever wondered how software architects, requirements engineers and business analysts sketch and draw out their plans for a software system?In this computer science course, you will gain an in-depth understanding of Unified Modeling Language (UML) class diagrams, which are used to visually represent the conceptual design of a system. You will learn about UML class diagrams and how they are used to map out the structure of a business domain by showing business objects, their attributes, and associations.Taught by an instructor with decades of experience in requirements engineering and domain modelling, this course will equip you with the skill of in-depth understanding of a UML class diagram and will enable you to judge the functional fit of a UML class diagram as blueprint for the development of an enterprise information system.The Unified Modeling Language (UML) has become an in-demand skill in software development and engineering. In fact, some of today’s top jobs, i.e. business analysts, enterprise architects, but also developers, technical consultants and solutions architects, require UML knowledge. Enroll today and gain knowledge in an in-demand skill that will help set you apart from the competition. Computer Science

Experimentation is a key capability for any business to develop and master. Learn how to leverage data to build knowledge and apply this knowledge to improve business outcomes and create strategic advantages. This course is part of both the Digital Product Management and Digital Leadership MicroMasters programs. In it, you will learn to develop iterative business experiments using agile methods. This capability is central to digital businesses as it allows them to sustain competitive advantage through both incremental improvements as well as significant, disruptive innovations when opportunities and conditions warrant them. This course focuses on experimentation across the three layers of a digital business: (1) the capacity of the technical infrastructure to provide an iterative and operational process that uses experiments to gather data and develop knowledge (2) the ability to use agile methods and manage the knowledge interfaces among experts at the organizational layer to derive insight from data to create knowledge and ultimately drive improvements in products and processes. (3) the capability to use the technical and organizational infrastructures to drive experimentation at scale in order to deliver digital transformation.You will learn how to:  Computer Science

Thiscoursereviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF's Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics. Compilation Basics for Macroeconomic Statistics (CBMSx) is offered by the IMF with financial support from the Government of Japan. Data Analysis & Statistics

Effective and meaningful engagement with complex modern medical systems requires an overarching set of tools.System dynamics is such a tool, allowing health practitioners to model and simulate problems ranging from the molecular level to the entire healthcare system and beyond. This Beginner course will teach you the fundamental principles of system dynamics as you learn how to use system dynamics software to explore problems relevant to your field of health. Whether you work in molecular biology, clinical medicine, health policy, or any other health-related field, this course will equip you to investigate the effects of time delays, feedback and system structure. You will learn how to interpret the causes of typical system behaviors such as growth, decay and oscillation in terms of the underlying system properties, and to rapidly develop computer-based models and run simulations to gain insight into the problems in your domain.This course will empower you with a deeper understanding and an enhanced capacity to achieve useful interventions in healthcare. Medicine

Do we really only use 10% of our brain? How can we answer questions like this? We shouldn't just rely on our intuition, because unfortunately that can sometimes give us the incorrect answer.In this psychology course, learn how psychological research is conducted, how to analyze the findings and results and effectively write a research report.An understanding of psychological research methods allows us to test questions systematically and report the findings of our research so that others can critically evaluate the validity of our conclusions. Humanities

It has become almost impossible to imagine what our lives would be like without the many benefits of packaging - just think about the different packaging and single-use items you use on a daily basis. Yet as our global population grows in size and affluence, both our collective demand for packaging materials and the waste we generate as a result will increasedramatically. Currently, large amounts of packaging waste escape formal collection and recycling systems and eventually end up polluting the environment. Moreover, their material value is forever lost to the economy. The Ellen MacArthur Foundation estimates that uncollected plastic packaging waste alone is worth somewhere between 80 to 120 billion dollars a year. So how can we improve packaging systems in order to capture this wasted potential? Clearly, the way we currently design, recover, and reuse packaging urgently needs a rethink! In this course, you will learn about the design of sustainable packaging systems. To do so we will explore the design and business strategies of the circular economy. Contrary to our current industrial model, which extracts, uses and ultimately disposes of resources, a circular economy is regenerative by design. This means that products and services are reimagined from a systems perspective in order to minimize waste, maximize positive economic, environmental and social impacts, and keep resources locked in a cycle of restoration. This course is for you if you are interested in learning about sustainable packaging design. You'll also benefit if you are a professional in the packaging industry and want to learn how to find circular opportunities in your work. Students - particularly in design -will be able to broadentheir knowledge of circular design and business strategies. Design

In this course you will learn about the different experiences patients go through in a medical context. The patient journey explores the interaction between the patient and the healthcare providers in all stages of the disease; coping with treatment and dealing with expectations, and interaction with and between different stakeholders. This course will give designers and specialists in healthcare the knowledge, insights and tools to be able to analyze and improve patient experience. You will learn how to map complex healthcare scenarios, pinpoint opportunities and create hands-on solutions aimed at improving the patient experience. This course is an introduction to patient journey mapping; developed at the Delft University of Technology and applied in improvement of care pathway. Step-by-step, the course visualizes the different stakeholders, phases and actions involved in patient treatment. You will be challenged to pursue new insights and given a unique opportunity to learn about four trending healthcare issues each presented by a partnering institution. Furthermore, you will learn about healthcare trends from a team of experts in specific technological domains. Ranging from personalized care to advance manufacturing for healthcare. These sessions will provide you with technological background that will be useful when developing your design concepts. No previous knowledge about health care innovation, design or journey mapping is necessary. Design

 This course from MIT’s Department of Materials Science and Engineering introduces the fundamental principles of quantum mechanics, solid state physics, and electricity and magnetism. We use these principles to describe the origins of the electronic, optical, and magnetic properties of materials, and we discuss how these properties can be engineered to suit particular applications, including diodes, optical fibers, LEDs, and solar cells.In this course, you will find out how the speed of sound is connected to the electronic band gap, what the difference is between a metal and a semiconductor, and how many magnetic domains fit in a nanoparticle. You will explore a wide range of topics in the domains of materials engineering, quantum mechanics, solid state physics that are essential for any engineer or scientist who wants to gain a fuller understanding of the principles underlying modern electronics. Engineering

Risk management is a process used for the identification, assessment and analysis of potential risks to an organization or project. This process enables you to develop the most appropriate risk response.In the Risk Management for Projects course, you will learn the fundamentals of risk management, as well as how to apply a risk management process in a project-based setting. Risk management is an iterative process and you will learn how adopting key procedures can help you maximize opportunities and minimize negative impact on your project objectives.In this course, you will further upskill through the application of the risk management canvas, which is a framework that enables you to manage risk within your own environment. It will immerse you in the concepts of risk management and help you to apply the key processes.Practical activities through the course will allow you to apply the knowledge you learn as each week focuses on a key stage of the risk management process. The theories and practices taught in the course can easily be applied to any project, organization or business environment.Risk Management for Projects is brought to you by the same team that developed the highly successful Introduction to Project Management MOOC, and builds on risk management for projects introduced in that course.Participating in this course will ensure that you gain the know-how to reduce your project and organizational risk in the future. Business & Management

This course, produced with The Great Courses, will look at four key themes in the History of America as presented by Dr. Richard Kurin, Undersecretary for History, Art and Culture at the Smithsonian.In this course you will gain a unique perspective on American history and culture by learning the stories behind objects that were, and continue to be, an essential part of U.S. history. Most importantly, you will reflect on what objects have personal meaning to you, and the role that symbolic objects play in your own histories.This course is adapted from the video lecture series produced by Smithsonian and The Great Courses, Experiencing America: A Smithsonian Tour Through History. Humanities

What does it mean to be modern? What constitutes modern politics, modern institutions, a modern military, and modern infrastructure? In this period of great excitement and experimentation, the country is asking itself: How do you become modern and remain true to the Chinese national identity? This course will explore enduring issues around Chinese modernity, with a focus on the creation of the modern Chinese state during the Republican era. You’ll learn about China’s war against Japan, about long-term patterns in U.S.-China relations, and about the role of individual leaders against the backdrop of historical circumstance. Ultimately, you’ll learn different ways to study and understand history. We explore this period thematically rather than chronologically, providing you with a better understanding of how political context influences the interpretation of history. History

Politics impact all of us. Everyday, political decisions impact many areas of our lives. In the 21st century, multiple paradoxes blur our vision of these decisions. The course aims at understanding and explaining political phenomena from a critical standpoint. The course material and exercises are in English but please note that the videos are in French with English subtitles.At the end of the course, you will be able to:  Social Sciences

Using real-world examples from a wide range of domains including law, medicine, and football, you’ll learn how data scientists make conclusions about unknowns based on the data available.Often, the data we have are not complete, yet we’d still like to draw inferences about the world and quantify the uncertainty in our conclusions. This is called statistical inference. In this course, you will learn the framework for statistical inference and apply them to real-world data sets.Notably, you will learn how to conduct hypothesis testing—comparing theoretical predictions to actual data, and choosing whether to accept those predictions. You will utilize the power of computation to conduct simulations by which you can evaluate theories or hypotheses about how the world works. This course will teach you the power of statistical inference: given a random sample, how do we predict some quantity that we cannot observe directly?You will also learn how to by quantifying the uncertainty in the conclusions you draw from hypothesis testing. This helps assess whether patterns that appear to be present in the data actually represent a true relationship in the world, or whether they might merely reflect random fluctuations due to chance. Throughout this course, we will go over multiple methods for estimation and hypothesis testing, based on simulations and the bootstrap method. Finally, you will learn about randomized controlled experiments and how to draw conclusions about causality.The course emphasizes the conceptual basis of inference, the logic of the decision-making process, and the sound interpretation of results. Computer Science

There is a rising demand for people with the skills to work with Big Data sets and this course can start you on your journey through our Big Data MicroMasters program towards a recognised credential in this highly competitive area.Using practical activities and our innovative ProcessingJS Workspace application you will learn how digital technologies work and will develop your coding skills through engaging and collaborative assignments.You will learn algorithm design as well as fundamental programming concepts such as data selection, iteration and functional decomposition, data abstraction and organisation. In addition to this you will learn how to perform simple data visualisations using ProcessingJS and embed your learning using problem-based assignments.This course will test your knowledge and skills in solving small-scale data science problems working with real-world datasets and develop your understanding of big data in the world around you. Computer Science

This course, presented by IMF Statistics Department, covers the fundamentals needed to compile and disseminate comprehensive public sector debt statistics (PSDS) that are useful for policy- and decision-makers, as well as other users. The course introduces the conceptual statistical framework for PSDS—as presented in the Public Sector Debt Statistics: Guide for Compilers and Users—in the context of the government finance statistics (GFS) framework, which is harmonized with other macroeconomic statistical frameworks. Basic concepts, definitions, and classifications are covered, along with the principal accounting rules (including valuation and consolidation) that are relevant for PSDS compilation. The course discusses the recommended the instrument and institutional coverage for compiling comprehensive, internationally comparable PSDS, and how to record contingent liabilities such as government guarantees. It also deals with the impact on PSDS of some debt-related issues such as debt assumption, debt forgiveness, on-lending, financial leases, and financial bailouts. Important PSDS compilation considerations—including what PSDS to compile and disseminate—and the IMF’s guidelines and standards on disseminating PSDS are also covered. The course also presents possible uses of PSDS, including debt sustainability analyses (DSA), and fiscal risk and vulnerability analyses.Upon completion of the course, participants should be able to:  Economics & Finance

In this course, we will introduce you to the fundamentals of sensor fusion for automotive systems. Key concepts involve Bayesian statistics and how to recursively estimate parameters of interest using a range of different sensors. The course is designed for students who seek to gain a solid understanding of Bayesian statistics and how to use it to fuse information from different sensors. We emphasize object positioning problems, but the studied techniques are applicable much more generally. The course contains a series of videos, quizzes and hand-on assignments where you get to implement many of the key techniques and build your own sensor fusion toolbox. The course is self-contained, but we highly recommend that you also take the course ChM015x: Multi-target Tracking for Automotive Systems. Together, these courses give you an excellent foundation to tackle advanced problems related to perceiving the traffic situation around an autonomous vehicle using observations from a variety of different sensors, such as, radar, lidar and camera. Engineering

Six years after the premiere of Beethoven's monumental Ninth Symphony, composer Hector Berlioz sought to make use of the symphonic genre, but on his own terms. Indeed, he wrote not only a five-movement symphony, but also a narrative program to accompany and explain the symphony.This music course introduces students to the music and programmatic elements of Berlioz's Symphonie Fantastique , illuminating a new direction for nineteenth-century music. The course's grand finale is a live performance of the entire symphony by the Harvard Radcliffe Orchestra.Harvard's Thomas Forrest Kelly (Morton B. Knafel Professor of Music) guides learners through Berlioz's Symphony Fantastique,, highlighting Berlioz's compostional process, his innovative orchestration, and the reception of his controversial piece of narrative instrumental music.You will learn the basics of Romantic musical style, Berlioz's creative expansion of the standard orchestra, and the debates surrounding the idea of purely musical narrative in the 19th century. Additional First Nights Modules:Monteverdi's L'Orfeo and the Birth of OperaHandel's Messiah and Baroque OratorioBeethoven's "Ninth Symphony"Berlioz's Symphonie Fantastique and Program Music in the 19th CenturyIgor Stravinsky's The Rite of Spring: Modernism, Ballet, and Riots Humanities

There is no doubt that quantum computers and the quantum internet will have a great impact on our world. But we don’t yet know quite how. As with traditional computers - we will only see the effects in the decades to come.This course will provide you with a basic understanding of quantum computing and the quantum internet. Together, we’ll peek into the fascinating world of quantum phenomena, such as qubits, superposition, and entanglement.We’ll envision the potential impact of quantum computing and the quantum internet.You’ll explore various application areas, such as quantum chemistry, quantum machine learning, encryption and secure communication, factorization, and blind quantum computation.The course is aimed at a broad and diverse audience including policy-makers, people with a scientific or personal interest, business executives, and students at all levels. We invite you on a journey beyond what is known to us now, and to envision a world with quantum technologies.This journey continues with our program Quantum 101: Quantum Computing and Quantum Internet, where we expand from an understanding of the building blocks of quantum computers to look at further applications and possibilities.This course is authored by experts from the QuTech research center at Delft University of Technology. In the center scientists and engineers work together to enhance research and development in quantum technology. QuTech Academy’s aim is to inspire, share and disseminate knowledge about the latest developments in quantum technology. Science

A PhD or master’s level research project is an enormous undertaking, and you might find yourself a bit uncertain about the process or how to achieve the desired outcome. In this research course, you will learn the underlying principles that are needed to conduct research from an engineering perspective.This course is designed for engineering students conducting postgraduate research work on engineering projects. The objective of the course is to translate current research methods, which are mostly from a social science perspective, into something more relatable and understandable to engineers. Our hope for this course is to go beyond the concepts to understand the actual reasons for doing research in a certain way. While engineers are the main target audience, non-engineers will find this information useful as well.The methods taught in this course will equip you with the knowledge needed to design, plan and construct your own research process.What constitutes good research: Engineering

If you’re ambitious, it’s natural to aspire to be the leader ofan organization. A lot of people in business want to be a CEO; to lead and shape an organization. Many, however, quickly discover that ambition alone is not enough to achieve this goal. Some ascend to theC-suite or leave to start their own venture, only to discover that leading a business - evenone's own - requires not just determination but a number of unanticipated skills. If you’ve pictured yourself in the corner office, want to report directly to a CEO, or have the goal of consulting with or advising a CEO, this course will benefit you. The course exploressix competencies of a successful CEO: An initial objective assessment of strengths and weaknesses will help you decide if you’re a “natural” CEO, if you can become a CEO by improving existing skills, or if you should pursue other options. The skills learned in this course will also benefit individual contributors and those who manage people and teams. It offers a greater understanding of how a CEO thinks and acts - insights that can help anyone be more effective ina job. This course will give you insight into how CEOs view strategic challenges, formulate solutions, and take action - and expose the path from individual contributor to the top job. Through case studies, group challenges, and feedback from current CEOs, you’ll explore six key skills that make an effective CEO, and form the foundation of their strategic work. Business & Management

Technologies are always being defeated.If you own an information asset that’s valuable enough to the right adversary, it’s only a matter of time before there’s a breach. Today’s technologies attempt to keep adversaries out, but the sad fact is they will inevitably be defeated. This means a successful cybersecurity professional needs to have an expanded arsenal in their toolkit that extends far beyond technical proficiency.Cybersecurity professionals need to be agile, multifunctional, flexible, and dynamic given how quickly things can change. They need to be able to adapt to change and problem solve quickly, have diverse knowledge to perform many activities, respond to new threats and shift priorities to meet the challenge of the day.The purpose of this course is to give learners insight into these type of characteristics and skills needed for cybersecurity jobs and to provide a realistic outlook on what they really need to add to their “toolkits” – a set of skills that is constantly evolving, not all technical, but fundamentally rooted in problem-solving.Students will learn from thought leaders from both the academic and practitioner communities.By the end of this course, you will be able to: Computer Science

Almost anyone who is developing Android Applications thinks about the possibility of selling it for profit. The App developing industry is booming and there is plenty of room for people to get in on the action. However, even though it sounds straight-forward, selling Apps is actually quite difficult.Probably the most obvious way to get started is selling access to it, but it isn’t the only way to do it. In this course you will find several ways that can prove to be extremely profitable.Learn how to promote and monetize your apps. This course presents the best practices of advertising, monetizing and publishing your app. It also covers an introduction to business models that will help you make money from an app using Google AdMob, and Google’s mobile advertising platform specifically designed for mobile apps. Engineering

Embedded systems are everywhere – and Arm-based technologies are the industry standard. Getting started could not be easier. This course includes free access to an Mbed simulator so you can apply your new knowledge and skills to prototype and build real-world embedded applications quickly, without the trouble or expense of sourcing hardware. From the mobile, wearable, and smart devices of today to the transformative Artificial Intelligence (AI) and 5G powered Internet of Things (IoT) of the near future, embedded systems are the fundamental building blocks of our connected world. As we move from billions to trillions of intelligent, connected devices, it’s crucial that the next generation of engineers have a thorough understanding of how to rapidly build and deploy a modern embedded system solution.In this course, you will learn the fundamentals of an embedded system and discover why the Arm architecture and processors are particularly well suited for IoT applications.Our interactive labs have been designed to cover the technical fundamentals, developing in-demand skills essential for any aspiring embedded systems engineer.You will begin by learning the characteristics of an embedded system, its components, benefits, and constraints, identify cost-performance trade-offs, and explore why the Arm architecture and processors are particularly well suited for the IoT.You will then apply your new knowledge of digital and analog I/O, interrupts, low power features, timer and pulse width modulation to program an audio wave generator and audio player, and control peripherals along the way. All of this will be supported by the Mbed API – so no additional hardware is required, you can download and use the simulator right on your own computer. Over the six modules, you will gain a key overview of:The possibilities for future IoT development and connection are enormous. In order to achieve this vision of the future, many engineers and developers will be needed to imagine and design these connected devices and the technologies they are built on.The world of embedded systems is your doorway into the IoT, and all the opportunities it has to offer. Computer Science

This course focuses on providing skills and resources for you and your family to manage life with diabetes.You will learn what diabetes is, the difference between type 1, type 2 and gestational diabetes as well as how they are treated and why management is so important.You will learn about recommended food choices and eating habits for those living with diabetes as well as the best types of exercise to help manage blood glucose levels. Lastly, we will discuss overall strategies for keeping well and managing your condition including sick day management, hypoglycaemia management and travel. Medicine

Have you ever wondered: Despite being one of the most important processes in nature, human reproduction is still widely misunderstood by many of us. In this foundational course, you will learn about human reproduction by exploring the underlying biology, the most common myths, and the latest medical advances. To help you understand the realities of making babies, having babies, and not having babies, we have pulled together a team of expert instructors that includes world-renowned researchers from the Robinson Research Institute. Join us on a journey of discovery as we answer all those questions that you were too embarrassed to ask, and those questions that you never even knew you had about humanreproduction. Biology & Life Sciences

The Internet of Things is rapidly growing. It is predicted that more than 25 billion devices will be connected by 2020.In this data science course, you will learn about the major components of the Internet of Things and how data is acquired from sensors. You will also examine ways of analyzing event data, sentiment analysis, facial recognition software and how data generated from devices can be used to make decisions. Computer Science

The discovery of exoplanets is one of the greatest revolutions in modern astrophysics. Twenty years ago, we had no idea whether any of the countless stars out there beyond our solar system had planets or not.Today, things are totally different. Over 1,000 planetary systems have been discovered. The universe is teeming with planets. And what strange planets they are - hot Jupiter-like planets skimming the surfaces of their stars, cold and lonely free-floating planets far from any star, planets made of diamond, planets with rain made of glass, super-Earths and even planets orbiting neutron stars. In this course, we’ll bring you up-to-date with the latest research on exoplanets, and how this research has revolutionised our understanding of the formation of solar systems like our own.This course is designed for people who would like to get a deeper understanding of these mysteries than that offered by popular science articles and shows. You will need reasonable high-school level mathematics and physics to get the most out of this course.This is the second of four ANUx courses which together make up the Australian National University's first year astrophysics program. It follows on from the Beginner course on the Greatest Unsolved Mysteries of the Universe, and is followed by courses on the violent universe and on cosmology. These courses compromise the Astrophysics XSeries. Learn more about the XSeries program and register for all the courses in the series today! Physics

The production of hydrocarbons from extremely low permeability unconventional reservoirs through horizontal drilling and multi-stage hydraulic fracturing has transformed the global energy landscape. Although hundreds of thousands of wells have been drilled and completed, recovery factors remain low in both tight oil (2-10%) and shale gas (15-25%) reservoirs. This course, designed for both geoscientists and engineers, covers topics ranging from the physical properties of reservoir rocks at the nanometer- to centimeter-scale to the state of stress on fractures and faults at the basin-scale. The course follows the textbook Unconventional Reservoir Geomechanics by Mark Zoback and Arjun Kohli, available in print or electronic versions.Unconventional Reservoir Geomechanics, Cambridge University Press 2019https://www.cambridge.org/core/books/unconventional-reservoir-geomechanics/39665444034A2EF143D749DF48A5E5DCThe first part of the course covers topics that become progressively broader in scale, starting with laboratory studies of the microstructural, mechanical, and flow properties of reservoir rocks and concluding with field observations of fractures, faults, and the state of stress in unconventional basins. The second part of the course focuses on the process of stimulating production using horizontal drilling and multi-stage hydraulic fracturing. Important engineering concepts will be reviewed, including microseismic monitoring, production and depletion, well-to-well interactions, and hydraulic fracture propagation. The final part of the course addresses the environmental impacts of unconventional oil and gas development, in particular the occurrence and management of induced seismicity.Two units will be released each week on edX. Each unit will be comprised of 3-5 video modules 10-20 minutes in length. Videos can be accessed at any time before the end of the course. Grading will be based entirely on 6 homework assignments. Homeworks are due on edX at the start of each week at 07:00 UTC (00:00 PST). Students who select the verified enrollment option and earn at least 70% on the homeworks will receive a certificate from edX. Energy & Earth Sciences

Strategic Account Management will examine a major challenge of sales teams - how to maintain your customer relationships in a competitive marketplace and how to grow their business with you. In this course you will learn the sales processes, frameworks and skill sets utilized by top sales organizations in managing channel partnerships with retailers and resellers. Further you will learn how to implement a sales strategy to meet customer needs and increase customer satisfaction. You will be challenged to demonstrate your account management skills covering the range from customer service, customer success and to key account management. This course is all about preparing you as a strategic account manager to build newly formed client relationships into long-term accounts to meet long-term goals of both client and the organization.Upon successful completion of this course, the student should be able to:  Business & Management

This course is the first part in a two part course and will teach you the fundamentals of Pytorch while providing the necessary prerequisites you need before you build deep learning models.We will start off with PyTorch's tensors in one dimension and two dimensions , you will learn the tensor types an operations, PyTorchs Automatic Differentiation package and integration with Pandas and Numpy. This is followed by an in-depth overview of the dataset object and transformations; this is the first step in building Pipelines in PyTorch.In module two we will learn how to train a linear regression model. You will review the fundamentals of training your model including concepts such as loss, cost and gradient descent. You will learn the fundamentals of PyTorch including how to make a prediction using PyTorch's linear class and custom modules. Then determine loss and cost with PyTorch. Finally you will implement gradient descent via first principles.In module three you will train a linear regression model via PyTorch's build in functionality, developing an understanding of the key components of PyTorch. This will include how to effectively train PyTorch's custom modules using the optimizer object, allowing you an effective way to train any model. We will introduce the data loader allowing you more flexibility when working with massive datasets . You will learn to save your model and training in applications such as cross validation for hyperparameter selection, early stopping and checkpoints.In module three you will learn how to extend your model to multiple input and output dimensions in applications such as multiple linear regression and multiple output linear regression. You will learn the fundamentals of the linear object, including how it interacts with data with different dimensions and number of samples. Finally you will learn how to train these models in PyTorch. In module four you will review linear classifiers, logistic regression and the issue of using different loss functions. You will learn how to implement logistic regression in PyTorch several ways, including using custom modules and using the sequential method. You will test your skills in a final project. Data Analysis & Statistics

Does your team use Cloud Foundry to deploy applications? Or would you like to use Cloud Foundry, but haven't had time to learn the lingo? Then this course is just what you need! Cloud Foundry makes it simple for developers to deliver business value more quickly, without wasting time getting their app to the cloud -- it's already there.This course is an introduction to Cloud Foundry, including distributions available to end users, an overview of the platform's components, and what it means to be Cloud Foundry certified. The course also includes technical instructions on how to use the command line interface, how applications are deployed, what services are within the context of the system and basic debugging practices.Finally, the workshop will take you on a tour through what it means to build cloud-native applications architecturally and ideologically. In doing so, we'll review the 12-factor method of composing modern distributed web systems. Computer Science

Viral hepatitis is among the greatest public health problem in the world with deaths that has surpassed HIV/AIDS by 2014. Most of the deaths are caused by liver cancer or liver cirrhosis among the estimated 350-400 million people living with undiagnosed or untreated chronic hepatitis B or C infection. Eliminating the public health problem of hepatitis is feasible by ending transmission, reducing chronic viral hepatitis complications with screening, care and treatment and by ending disease stigma and discrimination. Achieving this goal will require healthcare workers who are knowledgeable and proficient in hepatitis prevention and control.KNOW HBV/HCV is an open-access, online training course developed for practitioners and students in primary care and public health. The content of the course is based on the best available data and technical guidelines from professional societies, World Health Organization, and US Center for Disease Control and Prevention. Upon successful completion, the participants will have learnt about the burden of chronic hepatitis B and C and liver cancer, the types of viral hepatitis and transmission routes, prevention, hepatitis B vaccine administration and storage, diagnosis and monitoring of chronic hepatitis B, prevention of blood borne infection in the healthcare settings including injection safety and post exposure prophylaxis.The training is developed by Asian Liver Center at Stanford University.You will learn about Medicine

The University of Baltimore School of Law and Lyle Denniston, who has been covering the Supreme Court of the United States for over five decades, examine the Court’s interaction with America’s political life.From the founding of a new nation - with the creation of a truly national Constitution at the Philadelphia Convention in the summer of 1787 - until the events of our own time, the Supreme Court has been both immersed in the political scene, and apart from it.A basic understanding of American government and history will be useful, but no prior knowledge is required on this journey to help answer one question: “Is the Supreme Court a political institution?”Each week, learners will be presented with videos - both lectures and discussions with one of several guests. These guests will include:These weekly video lectures and discussions will be supplemented by reading materials and discussions that will help you understand why a national court is, in reality, very different from the politically-chosen national policy branches: Congress and the Presidency. Despite this distinction, the Supreme Court of the United States must still be a constitutional partner to these elected bodies.This updated version of the course examines new decisions by the U.S. Supreme Court that expand our constitutional understanding of the American people's role in electing the President, and that clarify the methods beyond the text of the Constitution for holding presidents accountable.Join Lyle Denniston and The University of Baltimore Law School as we unpack the compelling story of The Supreme Court and American Politics! Law

Organizations today have an influx of data which when used effectively can derive actionable insights for both the sales organization and their clients. Today's sales leadersneed to systematically increase their sophistication in leveraging data, tools and domain expertise to provide customized insights, consulting and guidance to their strategic customers. In this course, you will explore concepts covered in the previous courses within the Enterprise Sales professional certificate, but through the lens of the tools and technologies which enable data-driven decisions. Using the appropriate tools and technologies will permit sales representatives and managers to create value for their clients, ultimately increasing customer satisfaction and likelihood of long-term client retention.Upon successful completion of this course, the student should be able to:  Business & Management

Organizations are increasingly moving their critical information and assets to the cloud. Understand the technology, best practices, and economics of cloud computing, and the rewards and risks of this rush to the cloud.In this course, part of the Cloud Computing MicroMasters program, you will learn the essentials of cloud computing, including Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Software As A Service (SaaS), and other "X as a service" platforms.You will explore how the cloud can support businesses by increasing productivity and effectiveness. This course is part of the Cloud Computing MicroMaster’s program from UMGC. Upon completion of the program and receipt of the verified MicroMaster’s certificate, learners may then transition into the full UMGC Master’s Program in Cloud Computing Architecture. See the MicroMasters program page for more information. Computer Science

In this social sciences course, you will develop a framework for:We will explore the knowledge base that underlies skills needed to work towards justice. You will learn about types and sources of power, multiple social locations, social constructions, social processes, social identities, conflicts, and how all these interact.You will develop skills in critical contextual thinking and analyses, and in praxis, learn to use knowledge and theory to recognize and critique underlying assumptions and paradigms and inform working for change.You will learn how multiple kinds of boundaries are especially important--across groups, between organizations and system levels, and within and between people, related to intersecting social locations.You will actively explore how societal power and diversity characterize and shape the human experience, and are critical to the formation of social structures, cultural understandings, group and organizational processes, and identities. You will learn how the dimensions of diversity are understood as the intersectionality of multiple factors including: age, class, color, culture, disability, ethnicity, gender, gender identity and expression, immigration status, political ideology, race, religion, sex, and sexual orientation.You will learn how current experiences of privilege and oppression are shaped by historical forces, societal structures, social constructions, groups, interpersonal processes and human understandings. This includes an understanding of the institutional, organizational, policy, and socio-cultural arrangements that contribute to privilege and oppression. Additionally, this course will explore formulations of human rights, including positive rights, and negative conditions that need to be eradicated.You will also study how social justice and injustice occur in organizations, institutions, and society, relevant theories that can inform work for justice (e.g., critical race theory, and components of many theories), and how mechanisms of oppression and privilege work (e.g., marginalization, exploitation, violence, cultural hegemony, and powerlessness).This course is part of the Social Work: Practice, Policy and Research MicroMasters Program offered by MichiganX. Please note that to complete this program with a MicroMasters certificate, you must be enrolled as a verified learner in all courses in the program by November 30, 2020, and you must complete all assessments by March 29, 2021. Social Sciences

In this course, part of the Public Library Management Professional Certificate program, you’ll learn how to use attractive graphic design, public relations outreach with the media, and paid marketing to better communicate about your library and, in the case of social media, build better conversations and relationships with patrons.Solutions at multiple budget points (e.g., DIY software versus working with a designer) will also be discussed. Humanities

This course is part of the Healthcare Administration MicroMasters program which consists of 7 courses and a capstone exam. After completing the program, you can also apply to Doane University to complete your MBA online for approximately $10,500 (learn more about the program here). In order to be a leader/administrator in thehealthcareindustry, you must have a basic understanding of healthcare finance, risk, legal and regulatory issues in order to navigate and change the system. Managing risk is one of the primary responsibilities of a leader. This requires a basic understanding of the financial health and regulatory constraints one operates within to anticipate and address changing dynamics. This course will focus on healthcare economics and financeto help you articulate new approaches to managing costs and improving access, quality and safety. You will learn how to assess the fiscal status of a healthcare organization. Strategic planning, marketing, quality assurance and risk management initiatives for healthcare organizations will also be explored. Economics & Finance

VideoX is an introduction to the video creation process for edX.org. This course is part of the edX Course Creator XSeries and should be taken after completing StudioX.After completing this course, you will be able to:VideoX is a course for everyone and does not require any previous experience in video production. So what are you waiting for? Get started today! Education & Teacher Training

This course is part five of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course introduces probability and how it manifests in the world around us. Beginning with discrete random variables, together with their uses in modelling random processes involving chance and variation, you will start to uncover the framework for statistical inference.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will introduce discrete and continuous random variables and their applications in a variety of contexts.Join us as we provide opportunities to develop your skills and confidence in applying mathematics to solve real world problems. Math

In this course, we will explore how language changes over time. We know from documentation that early ASL does not look the same as it does today. The earliest indications suggest that it originated as gesture, but that’s not what people learn today. That’s because, as it was passed down, it evolved and changed. In this course, we will look at the historical data and discuss how the language changed. Language

This course begins with an introduction to financial accounting and explains how accounting information assists in making decisions. We’ll look at the components of the balance sheet and analyze the effect of transactions on the balance sheet equation. We’ll review the different types of ownership and compare the features of sole proprietorships, partnerships, and corporations. We’ll then proceed to learn how accountants measure income and explore the concepts of revenue recognition and matching. We’ll look into the relationship between balance sheet and income statement and also cover the statement of retained earnings and earning per share.We’ll wrap up this course with a look at the double-entry system and recording process and learn how to prepare and use a trial balance.This course is part 1 of the New York Institute of Finance’s Financial Accounting Professional Certificate. Economics & Finance

Our present system of global capitalism is flawed. While it has produced immense wealth and economic growth in nearly all regions of the world, it has also prioritized profits over people and harmful consumption practices over the needs of our planet. Sustainable development must bring about a new world order to replace the vices of global capitalism, ensuring development, human wellbeing, and environmental security. This course presents Agenda 2030 and the Sustainable Development Goals as the necessary successor to laissez faire-style capitalism, and emphasizes the urgency of embracing sustainable development objectives to transform our economy into a more reactive, efficient, inclusive, and environmentally-conscious system. This 8-week massive open online course (MOOC) provides an in-depth look at the shortcomings of our current and past global economies, and shows why and how sustainable development has become the universally-prioritized agenda for the future of our world. The topics covered range from market economics to education, gender equality, international trade, financing, and more. This course is for:  Economics & Finance

This course is part of the Healthcare Administration MicroMasters program which consists of 7 courses and a capstone exam. After completing the program, you can also apply to Doane University to complete your MBA online for approximately $10,500 (learn more about the program here). To be an effective agent of change, a healthcare administrator must have a foundational understanding of healthcare advocacy, law, and regulatory issues, as well as compliance. This course will focus on a wide range of important issues in health law, health policy and the factors at play when developing a strategic advocacy platform such as bioethics and informed consent. At the conclusion of this course, learners will be able toidentify health policies that promote quality, advocacy and system changewithin a healthcare organization. Law

To participate in lab assignments (which is not strictly required to receive a Statement of Accomplishment), the participant will need to acquire/build the components of a Hapkit, and assemble and program the device. Laboratory assignments using Hapkit will give participants hands-on experience in assembling mechanical systems, making circuits, programming Arduino-based micro-controllers, and testing their haptic creations. After the class, we hope that you will continue to use and modify your Hapkit, and let us know about your haptic creations. Please note that you can still participate in the online course without the Hapkit and receive a Statement of Accomplishment, but you will not be able to do most of the laboratories.The course is divided into 5 modules, and we suggest that you complete one module per week. In each module, participants will view online lectures, take online quizzes (interspersed with the lectures), and complete a laboratory assignment. Data for each lab assignment will be submitted online.Module 1: Introduction to haptic technology and human hapticsModule 2: Hapkit mechanical design and assemblyModule 3: Hapkit mechatronicsModule 4: Programming virtual environmentsModule 5: Mechanical characterization and simulation Engineering

In an increasingly data-driven world, data and its use aren't always all it's cracked up to be. This course aims to address the critical lack of any or appropriate data in many areas where complex decisions need to be made. For instance, how can you predict volcano activity when no eruptions have been recorded over a long period of time? Or how can you predict how many people will be resistant to antibiotics in a country where there is no available data at national level? Or how about estimating the time needed to evacuate people in flood risk areas? In situations like these, expert opinions are needed to address complex decision-making problems. This course, aimed at researchers and professionals from any academic background, will show you how expert opinion can be used for uncertainty quantification in a rigorous manner. Various techniques are used in practice. They vary from the informal and undocumented opinion of one expert to a fully documented and formal elicitation of a panel of experts, whose uncertainty assessments can be aggregated to provide support for complex decision making. In this course you will be introduced to state-of-the-art expert judgment methods, particularly the Classical Model (CM) or Cooke's method, which is arguably the most rigorous method for performing Structured Expert Judgment. CM, developed at TU Delft by Roger Cooke, has been successfully applied for over 30 years in areas as diverse as climate change, disaster management, epidemiology, public and global health, ecology, aeronautics/aerospace, nuclear safety, environment and ecology, engineering and many others.By the end of the course all learners will be able to: Verified learners will have the added benefit of being able to:  Business & Management

In this calculus course, you will learn all the Calculus BC topics that are not part of the AP® Calculus AB curriculum by engaging with video instruction, exam-style questions and interactive activities.Each topic is broken up into bite-sized pieces—with short instructional videos, interactive graphs, and practice problems written by many of the same people who write and grade your AP® Calculus exams.Topics include:This course is specifically designed for students who have already taken (or are currently enrolled in) Calculus AB. This course combined with a traditional Calculus AB course will prepare students to take the Calculus BC exam.*Advanced Placement® and AP® are trademarks registered and/or owned by the College Board, which was not involved in the production of, and does not endorse, these offerings. Math

Linear algebra is one of the fundamental tools for computational and data scientists. In Advanced Linear Algebra: Foundations to Frontiers (ALAFF), you will build your knowledge, understanding, and skills in linear algebra, practical algorithms for matrix computations, and the analysis of the effects of floating-point arithmetic as performed by computers. Computer Science

This course is part of the IPSAMOOC project, a joint venture Federica Weblearning - IPSA, the International Political Science AssociationPolitical science discourse brings us face to face with many important concepts like authority, democracy, and power. However, all of them are used differently in different contexts, and their specific meaning depends on the theory they relate to. There is no way around such puzzling diversity. Students of political science simply have to accept this challenge. Yet, the diversity of political science concepts can be used as a powerful resource for learning, through intellectual techniques for stirring personal creativity. This MOOC teaches conceptual thinking and elementary theory-building through Hyperpolitics, an interactive dictionary for understanding and working with the most central concepts in political science. Its aim is to provide students with fresh critical insights about key political concepts by offering a methodology that enables users to unpack and reconstruct them on their own. Its companion open-access website serves as a powerful tool for students to practice forging their own vocabulary while learning how to make professional use of authoritative PS internet resources. Through ten lessons, this MOOC comprises lecture sections based on visualizations of the arguments presented, reading assignments, and practical exercises. Social Sciences

A flow is called hypersonic if the Mach number is greater than 5. This means that the flow speed is more than five times the speed of sound. In air at room temperature, the speed of sound is around 340 m/s, so a Mach 5 flow would have a flow speed of 1.7 km/s or just over 6,000 km/h. When a rocket launches a satellite into earth orbit, when a probe enters the atmosphere of another planet or when an aircraft is propelled by a supersonic combustion ramjet engine (a scramjet), hypersonic flows are encountered. Hypersonics - from Shock Waves to Scramjets introduces the basic concepts associated with flight at speeds greater than Mach 5 and takes students to the stage where they can analyse the performance of a scramjet engine that might be used in a future access-to-space system. Engineering

Microfabrication and nanofabrication are the basis of manufacturing for nearly all modern miniaturized systems that are ubiquitously used in our daily life. Examples include; computer chips and integrated sensors for monitoring our environment, cars, mobile phones, medical devices and more.Micro- and nanofabrication can be taught to students and professionals by textbooks and ex-cathedra lectures, but the real learning comes from seeing the manufacturing steps as they happen.In this engineering course, we will go a step beyond classroom teaching to not only explain the basics of each fabrication step but also show you how it’s done through video sequences and zooming into the equipment. Engineering

What does it mean to conduct research? What are the distinct stages of the research process? What are the requirements of modern scientific research? How do you analyze a scientific article? This course will teach you to conduct research in accordance with scientific methodology. You'll learn to analyze scientific articles in engineering and science subjects, and how to conduct scientific experiments. The course will help to develop the core skill of a scientist, giving you the research tools to succeed. The course material is well-suited for anyone interested in the problems of uncovering knowledge and science; giving you a methodology for the achievement of educational and scientific activities. This course is for anyone who has ever said, “Science is interesting.” It will appeal to those who want to learn the processes behind modern scientific research. Science

It is not uncommon for students, executives and business owners to feel overwhelmed by the myriad of marketing solutions available today. How do you decide if social media, direct sales or perhaps event marketing is right for your business? This course helps you understand how to build a brand and reach your potential and current customers in the most effective and efficient manner. The landscape for marketing (identifying and seizing opportunities for market growth) has changed dramatically over the past decade, making marketing decisions more confusing than ever before. Understanding how to quickly identify true customer needs and then apply the learnings to identify the right marketing approach for your company is critical if you are looking to launch and/or grow a business. In this unique entrepreneurial marketing course, you will gain practical experience by learning how to design a customer-centric marketing campaign for your own business or for an organization that needs marketing support. We will teach you how to better understand your customers’ needs and use this knowledge to develop and launch a marketing campaign that engages consumers and creates traction using the right marketing channels. Your campaign might be an integrated social media program, an event-driven workshop, a sales outreach initiative or something entirely different. You will learn how to view the customer engagement experience through the eyes of your target market to effectively build a strong brand. Finally, you will learn how to evaluate and measure the success of your campaign to ensure you can either repeat successful marketing initiatives that worked or pivot when the campaign does not meet your business growth goals. Business & Management

Dogs can be our most beloved pets and companions, but our lives with them are not without difficulties. Whether it be excessive barking, jumping on furniture or chewing your favorite pair of shoes, it can sometimes be frustrating getting your dog to be obedient and behave. In this course, you will explore modern approaches to dog behavioral problems and training that incorporates the latest findings from behavioral science. This course is for dog trainers, behaviorists and anyone who wants to learn about dogs and their behavior. The course will cover the use of behavioral functional analysis to: By the end of this course, you will better understand your dog and how to best train them based on their specific behavior and temperament. Social Sciences

Mining underpins much of our technology and industries as well as modern society in general. A successful mine should be run efficiently and responsibly from exploration through to closure, with sound economic management every step of the way. In this course you’ll examine the business aspect of mining, focusing on the life cycle of a gold mine and discovering the technical and economic issues that affect the exploration, planning, operation and closure of a large-scale mining project.The Business of Mining has recently won the Best in Class in the University category of the Interactive Media Awards in the USA. The judging criteria included design, content, feature functionality, usability, standards compliance and cross-browser compatibility.By the end of this course you will be able to: Business & Management

In this social science course we will discuss various methods, strategies and skills within macro social work practice, used to help identify and address needs on a larger scale. You will gain knowledge and skills in the areas of community organizing, management, and policy advocacy, and learn about the various roles social workers play within these areas. This course will provide an appreciation of the historical and contemporary importance of these social work methods and the relevance of these methods for diverse populations and identities.We will focus on:You will also learn concepts and practice skills involving assessment, problem solving and intervention planning at the macro level, and strategies to work effectively with communities and organizations. Content includes reflective practice and utilizing interpersonal skills in macro practice.This course is part of the Social Work: Practice, Policy and Research MicroMasters Program offered by MichiganX. Please note that to complete this program with a MicroMasters certificate, you must be enrolled as a verified learner in all courses in the program by November 30, 2020, and you must complete all assessments by March 29, 2021.On completion of this course, you will be able to: Social Sciences

As we continue to live longer and healthier lives, it is vital that we develop innovative solutions to support the aging and their caregivers to enable fulfilling and comfortable living for all. These solutions require a multidisciplinary approach to construct healthier understandings of aging and build a more age-integrated society.The Business of Aging in the Longevity Economy will introduce you to the interdisciplinary field of aging, important concepts of senior living administration, and to the master of science degree at Georgetown University in Aging & Health. This three-module course is appropriate for anyone interested in learning about aging personally or professionally, including college graduates who are interested in aging social and policy issues as well as mid-career or encore-career students who seek professional advancement or a shift in career track.We feature faculty experts who address the following topics:In this context, we will take you on a virtual tour of a senior living community and hear first-hand from industry experts on the business models being implemented. We will also hear from students in the Aging and Health Masters’ program who will share their insights as they prepare to enter the workforce.Following are the key contributors:You will come away from this course with better understandings of aging and health and how we can work to address modern -- and future -- senior care needs. You will develop further understanding of the fundamental current issues underlying the global longevity economy, which is estimated to be $15 trillion in 2020. These include accommodating an older workforce, enabling people to live comfortably as they age in place at home or in senior living communities, and serving the needs of family caregivers. Social Sciences

This course will enable you to understand the workings of the Australian health care system. By following in the footsteps of patient journeys, you will gain an experiential understanding of how this multi-layered system operates in the context of the geographic, social and cultural landscapes of Australia and how to successfully navigate within this system.This course will enable you to answer questions such as:You will engage in many activities throughout this course to explore these and other questions.On completion of this course, you should be able to: Medicine

Sustainable development is the most urgent challenge facing humanity. Its fundamental question is: How can the world economy continue to develop in a way that is socially inclusive and environmentally sustainable? This course provides a broad overview of the interactions between the economy and our environment and humanity, from the constraints of finite resources, to the activities that drive climate change, to equality for all. This course is an updated version of Professor Sachs' popular 2015 course of the same name. It includes new perspectives and a reorientation towards Agenda 2030 and the SDGs. Join us for this introduction to the tenets of sustainable development, developed by experts on the latest in the social, policy and physical sciences. This course is for:  Social Sciences

Want to learn how to create a digital product that is truly ready for the world? One that can be released in many markets and for different languages without any alterations to its code? This is the course for you! It shows you everything a developer or PM needs to know to keep in mind when working on software or websites that will be consumed across different markets. This course is an introduction to internationalization, the process of developing the core of a digital product whose features and design are not solely based on a single language or locale. You will learn how to cater for different writing systems, regional formats and even directionality of scripts like the Arabic one. You will also learn about design requirements around localizability that need to be met before you can even start with translating your product into other languages. And you will get a glimpse at the challenges of creating products that don’t offend foreign markets because they are culturally or politically insensitive. This course will show what needs to be done to ensure the best user experience in international markets even before localizing. Computer Science

Autonomous vehicles, such as self-driving cars, rely critically on an accurate perception of their environment. In this course, we will teach you the fundamentals of multi-object tracking for automotive systems. Key components include the description and understanding of common sensors and motion models, principles underlying filters that can handle varying number of objects, and a selection of the main multi-object tracking (MOT) filters. The course builds and expands on concepts and ideas introduced in CHM013x: "Sensor fusion and nonlinear filtering for automotive systems". In particular, we study how to localize an unknown number of objects, which implies various interesting challenges. We focus on cameras, laser scanners and radar sensors, which are all commonly used in vehicles, and emphasize on situations where we seek to track nearby pedestrians and vehicles. Still, most of the involved methods are more general and can be used for surveillance or to track, e.g., biological cells, sports athletes or space debris. The course contains a series of videos, quizzes and hands-on assignments where you get to implement several of the most important algorithms. Learn from award-winning and passionate teachers to enhanceyour knowledge at the forefront of research on self-driving vehicles. Chalmers is among the top engineering schools that distinguish itself through its close collaboration with industry. Engineering

“In order to produce food in a sustainable way for an additional 2 billion people by 2050, a business-as-usual approach will not be sufficient. This is especially true in the face of climate change and other forces threatening natural resources like biodiversity, land and water that are essential for food production and agriculture, including forestry and fisheries. To meet these challenges, science and the application of biotechnologies as well as conventional technologies will play a key role.” FAOAre you responsible for dealing with the economics and policies governing the transition- and implementation of biobased products and resources? Join the course Economics and Policies in a Biobased Economy and discover the whole value chain from Research & Development, over application, processing, retailing and final demand. Learn how the value chain and the rents and their distribution along the chain are affected by policies. Examples such as the benefits and costs of developing, cultivating, and marketing genetically modified organisms (GMOs) will be discussed extensively.Upgrade your knowledge about the recent trends in the circular economy and in sustainable business. Know how to measure adoption and environmental benefits, learn about the benefits and costs and the distribution of sustainable products, market power, approval processes, supply chain, guiding policies and the current social debate.Join the MicroMasters programme!This course is part of the MicroMasters programme Economics and Policies for a Circular Bio-EconomyA series of 3 courses and a final capstone project designed to help you cover the economic and policy side of converting biological resources into biobased products. You will be able to contribute to managerial decision-making, as well as policy development.Explore the other courses in this MicroMasters programme:You might also like the MicroMasters Business and Operations for a Circular Bio-Economy. Energy & Earth Sciences

This course is part of the Healthcare Administration MicroMasters program which consists of 7 courses and a capstone exam. After completing the program, you can also apply to Doane University to complete your MBA online for approximately $10,500 (learn more about the program here). Leading organizational change can be a challenge for anyone. Doing so in a large, heavily-regulated environment such as healthcare without theproper tools to develop, coach, and mentor employees is a recipe for failure. Such dynamic environments call for skilled, strong leaders to guide the way and develop successful, functional teams. Learn foundational skills critical to leaders, including communication skills, coaching, mentoring, negotiation, and motivation theory. This course will also explore team development through facilitation and collaboration. Assess your personal style of leadership by learning more about strengths and areas of improvement. This course will also focus on practical strategic thinking practices, leadership theories and leadership style development, and how leadership style can be used to think and act strategically. Business & Management

Terrorism has gone from a persistent yet marginal security concern to one of the most important security problems of our day. There are few countries that do not suffer from some form of terrorism. Though many attempts at terrorism fail, some groups wage lengthy and bloody campaigns and, in exceptional cases, kill hundreds or even thousands in pursuit of their ends.This course on terrorism will explore the nuances involved in defining terrorism; the nature of Al Qaeda, the Islamic State, and other important groups; the effectiveness of different counterterrorism tools; terrorist recruiting, counterterrorism and the rule of law; the political context in the Middle East; and the terrorist use of technology.For those interested in a more extended version of the course, the full 7-section course Terrorism and Counterterrorism is available here. Humanities

This course provides an introduction to the basic concepts that form the foundation of the field of psychology. Topics include history of psychology, biological bases of behavior, sensation and perception, consciousness, learning and memory, and life-span development. Class lectures emphasize an empirical approach to a scientific understanding of human behavior across these domains. In addition to learning basic content information about psychology, students will learn how psychologists ask questions, evaluate evidence, and communicate with each other. 心理学是现代生活中人们最广泛涉及的主题，无论是生活中的衣食住行，还是工作中的为人处世，都离不开心理学，都需要心理学的知识和帮助。世界有三大谜：物质起源之谜、生命起源之谜、意识起源之谜，心理学就是探索关于意识起源之谜的科学。心理学研究领域丰富而广泛，且与许多学科有交叉，每一个学生都可能从中找到自己感兴趣的领域。本课程从认知、学习、情感、人际、健康、行为不同侧面介绍心理学知识，以回答学生们在探索自我、认识社会与思考人生的困惑。 Social Sciences

Build professional VR apps using Unity 3D, a powerful cross-platform 3D engine that provides a user-friendly development environment. In this course, part of the Virtual Reality Professional Certificate program, you will learn how to build a VR engine from the ground up, so you fully understand the entire rendering pipeline from 3D model to pixels in the VR display. We will also cover motion prediction, 3D stereo, lens distortion, time warp and other optimizations for a fluid, realistic VR experience.You will also learn how to implement the most important VR interaction concepts such as selection, manipulation, travel, wayfinding, menus, and text input in Unity.Unity is a GUI based programming environment, in which much of the programming can be done through dialog windows. It also supports scripts written in C#, which as we will show will allow for more complex VR functionality.What you learn about VR programming in this course will help you write VR games, architectural walkthroughs, engineering simulations, 3D data viewers, medical training applications, and many more. Computer Science

This is an interactive course about the basic concepts of Systems, Control and their impact in all the human activities. First, the basic concepts of systems, dynamics, structure and control are introduced. Then, looking at many examples in Nature and human made devices, we will realize that the dynamic behavior of most systems can be modified by adding a control system. Later we will see how knowing how to evaluate the dynamic behavior of a system and measure its performance will provide the tools to design new controlled systems fulfilling some requirements. By considering which are the benefits of control and the challenges for the future we will open the mind to tackle new applications and develop new scenarios from the micro-systems level to the common systems and the whole universe. An overview of the techniques available for a deeper introduction to the subject will be presented at the end. Control technology is said to be a hidden technology. We do not notice it under normal operation, but it appears if a failure happens. Looking around in Nature and at human made devices, we realize that their behavior presents analogies and that we can manipulate their temporal evolution. Characterizing the dynamic behavior of systems and the possibility to change it by introducing control devices is the main aim of the course. You will learn to analyze the dynamic properties of a system and the options to change its behavior according to some requirements.You will learn the basic concepts to undertake further studies in control engineering and its use in a variety of disciplines, from human and social sciences to any engineering field.Characterizing the dynamic behavior of systems and the possibility to change it by introducing control devices is the main aim of the course. You will: Engineering

In this course, you will focus on the pathways to cybersecurity career success. You will determine your own incoming skills, talent, and deep interests to apply toward a meaningful and informed exploration of 32 Digital Pathways of Cybersecurity.You will complete a self-assessment comprised of elements needed to determine essential next steps on your career path.By the end of this course, you will be able to: Computer Science

This course is the third of a series of four modules that cover calculus-based mechanics. You will explore rotational motion and learn about the concepts of torque and angular momentum. You will learn about the conservation of angular momentum, and use it with other conservation laws to solve complex problems in rotational dynamics. The modules are based on material in MIT's Physics I, which is required for all MIT undergraduates, and is being offered as an XSeries on edX. Please visit the Beginner Mechanics XSeries Program Page to learn more and to enroll in all four modules.To understand the material in this course you should have taken Mechanics: Kinematics and Dynamics and Mechanics: Momentum and Energy. Physics

This course, part of the Software Development MicroMasters program, will dig deep into the principles of object oriented design, and introduce new abstraction techniques and design patterns. You will use these techniques to build an application that makes use of popular online services and APIs – the most complex software design project so far.By the end of the course, you will have a solid foundation in Java and Object-Oriented Design, as well as many software development concepts that can be applied to any language.Learners who enroll in the Verified track will receive staff grading for the course project and increased interaction with the instructors and staff. Computer Science

To the surprise of absolutely no one, trust is broken on the Internet. Wherever you go online, the advice is the same--make sure you understand what's behind each button before you click it.In this course, we'll dive into three Hyperledger open source projects--Indy, Aries and Ursa--looking at the tools, libraries, and reusable components they provide for creating and using independent digital identities rooted on blockchains or other distributed ledgers. We will explore the possibilities they offer for building applications on a solid digital foundation of trust and examine how these technologies can make the Internet safe. It's quite a challenge!The course is addressed to a wide-ranging audience, walking the line between business and technology. Computer Science

A New Birthof Freedom: The Civil War, 1861-1865 narrates the history of the American Civil War. While it examines individual engagements and the overall nature of the military conflict, the focus is less on the battlefield than on political, social, and economic change in the Union and the Confederacy. Central to the account are the road to emancipation, the role of black soldiers, the nature of Abraham Lincoln’s wartime leadership, internal dissent in both the North and South, the changing position of women in both societies, and the war’s long-term economic and intellectual impact. We end with a look at the beginnings of Reconstruction during the conflict.This course is part of the XSeries, Civil War and Reconstruction , which introduces students to the most pivotal era in American history. The Civil War transformed the nation by eliminating the threat of secession and destroying the institution of slavery. It raised questions that remain central to our understanding of ourselves as a people and a nation – the balance of power between local and national authority, the boundaries of citizenship, and the meanings of freedom and equality. This XSeries will examine the causes of the war, the road to secession, the conduct of the Civil War, the coming of emancipation, and the struggle after the war to breathe meaning into the promise of freedom for four million emancipated slaves. One theme throughout the series is what might be called the politics of history – how the world in which a historian lives affects his or her view of the past, and how historical interpretations reinforce or challenge the social order of the present. History

Learn about the tools and methods that can be employed to understand and identify customer needs as well as the processes that companies can set in place to foster and launch successful technological innovations. A special emphasis will be placed on analyzing how companies can benefit from entrepreneurial thinking to innovate more successfully and on understanding how they can build entire ecosystems around their products and services. The theoretical knowledge will be transferred and applied to a recent, highly successful technological innovation from Germany: The StreetScooter, an electric delivery vehicle of Deutsche Post DHL. This self-paced course consists of eight consecutive parts: The course will provide you with an in-depth understanding of the process of technology and innovation management. Specifically, the course will familiarize you with state-of-the-art tools, methods, and theories and help you understand how these may be used to solve and organize complex innovation challenges, placing a special emphasis on interdisciplinary thinking at the intersection of management and technology. After completing this course, you will improve your career qualifications as Business Development Manager , Change Manager or Innovation Manager. Professionals from the industries of the Automotive,Information Technology,Finance,Health Care,Telecommunication and the Energy sector have already completed the course. Business & Management

Climate change is an urgent global challenge demanding engineering solutions and large-scale, systems-oriented coordination. In Sustainable Energy, you’ll join thousands of global learners in examining conventional and renewable energy generation technologies, studying how they are deployed throughout the world, and evaluating their roles in the future energy landscape. Technologies include solar power, wind power, storage, nuclear power, hydropower, and bioenergy.In addition to technological components, you’ll become familiar with the economic, political, and social dimensions of energy project planning. Professionals from diverse backgrounds must work together to determine pathways to decarbonization amidst scientific uncertainty and unique geopolitical challenges. You will be presented with advanced tools and strategies to explore pathways to decarbonization in specific contexts, and to build consensus among stakeholders.The course is instructed by Michael Golay, Professor of Nuclear Science and Engineering at the Massachusetts Institute of Technology. Additional experts in various technologies will offer guest lectures, including:Dr. Patrick Brown, National Renewable Energy LabDr. Diane Rigos, MIT Energy InitiativeDr. Alex Kalmikov, Independent ConsultantDr. Francis O' Sullivan, Orsted North AmericaDr. Charles Forsberg, MIT Department of Nuclear Science and EngineeringDr. Donald Sadoway, MIT Department of Materials Science and EngineeringDr. Dennis Whyte, MIT Plasma Science and Fusion CenterDr. Zach Hartwig, MIT Plasma Science and Fusion CenterDr. Gregory Stephanopoulos, MIT Department of Chemical EngineeringDr. Vrushank Phadnis, MIT Department of Mechanical EngineeringDr. Jessika Trancik, MIT Institute for Data, Systems, and SocietyThis is the course as taught to MIT students remotely during Fall 2020 in response to the COVID-19 pandemic.Course image is the cover to Sustainable Energy, Choosing Among Options, second edition, reprinted courtesy of The MIT Press. Energy & Earth Sciences

Pursuing goals for ambitious teaching and learning requires that students, teachers, and educational leaders learn to work together in new ways. This course engages learners in exploring four leading logics of educational innovation: strategies and approaches to producing and using knowledge to improve educational practice and outcomes at scale, across many classrooms, schools, and systems. These logics include:Each of these logics has been used successfully in different types of classrooms, schools, and systems, though each also features traps and pitfalls that complicate universal usage.To understand both their potential and their pitfalls, learners will apply these logics in analyzing exemplary cases of large-scale, practice-focused educational innovation in the US and abroad.With deeper understandings of these logics, learners will be able to be strategic in designing and managing local innovation. They will also be able to identify external programs and projects that can serve as effective partners in innovation and improvement.This course is part of the Leading Educational Innovation and Improvement MicroMasters Program offered by MichiganX. Education & Teacher Training

Feeling overwhelmed by modern-day politics? Looking to get involved but not sure where—or how—to start? Wondering what you can do to channel your energy into action and make a difference? This course is for you. Led by expert faculty from Georgetown University, How the Government Works & How to Get Involved offers a refresher on the fundamentals of American government in the context of what’s happening right now. You’ll leave the course with the tools you need to become an engaged, empowered citizen and make your voice heard.  This course will cover a range of topics including the structure, function, and organization of the three branches of government, proven strategies to influence government, the relationship between the government and the media, American foreign policy, and how U.S. citizens can actively participate in shaping the government.  How the U.S. Government Works & How to Get Involved is a self-paced course, which allows you to progress through the content at your own speed.By successfully completing this course you will be able to:   Social Sciences

Offered by the Ross School of Business at the University of Michigan in collaboration with National Arts Strategies , this course focuses on equipping leaders in the cultural sector with the critical skills for inspiring employee engagement and performance while motivating people to adjust behavior and embrace change.You will learn how to create a shared vision for your team and effectively communicate it to your teammates. You will also learn how to set effective goals and expectations in a way that best enables your team to attain the shared vision. Finally, you will understand the most important needs and drivers of performance across cultures, and will learn to align rewards with desired behaviors so that your teammates are motivated to attain the team’s objectives.Motivation represents a crucial challenge for contemporary organizations. A recent Gallup poll revealed that only 13% of workers worldwide exhibit high levels of engagement and motivation. We will show you why these motivation problems are not simply due to a “bad” or “unmotivated” team member. Rather, motivation is very much driven by what work conditions we create for our teammates, how we structure goals and objectives, and how we reward people for the accomplishment of those goals. This course will help you diagnose and solve motivation problems so that you can bring out the best in your people.This course features lessons from both University of Michigan, Ross School of Business faculty and practitioners in the arts and culture field. Leaders such as Franci Phelan (Kennedy Center), Aaron Dworkin (UM School of Music, Theatre and Dance) and Tim Cynova (Fractured Atlas) share their stories on effective leadership and HR practices in the cultural sector. Business & Management

Recent global economic and non-economic events have highlighted the importance of informed and well reasoned decision making of resource allocation and efficiency. This course focuses on how decision making units within the economy (e.g., consumers, firms, government departments) make choices and how choices can be made in a way that makes best possible use of limited available resources. Since life is in large part about making choices, this course will help you to understand why the world is the way it is, and in so doing, shed light on how it might be changed for the better. ****Firstly the course equips you to think and see the world like an economist. Topic areas include advancing your knowledge in comparative advantage and opportunity cost. The next area, supply and demand, focuses on how choices are made in a market system and how an economic system coordinates many rational choices of self-interested decision-makers. You will explore the application of economic theory and economic efficiency of competitive markets, as well as consumer and producer surplus and deadweight loss.This MOOC is part of the Professional Certificate in Microeconomics. We recommend that you explore the other two courses of the program, Competitive and Imperfectly Competitive Markets and Social Microeconomics. The program is based on a core microeconomics course taught on campus at The University of Queensland. Don't wait to enroll and begin learning from industry experts now! ****If you are interested in pursuing economics further, UQx provides an accompanying Professional Certificate in Macroeconomics program running in parallel to this course. Building on your knowledge of microeconomics with this additional program will provide you with a strong foundation of economics.Overall, this course is for everyone, whether you are studying at university, a career professional interested in expanding your economic knowledge, or simply curious about global economic behaviour and what influences it.The topics that are covered within this course include: Economics & Finance

Have you ever wondered how information is transmitted using your mobile phone or a WiFi hotspot? This Beginner course seeks to enable you to understand the basic engineering tools used and tradeoffs encountered in the design of these communication systems.This course is divided into three parts. In Part 1, we examine the point-to-point link, which communicates information from a single transmitter to a single receiver. Part 2 examines how multiple transmitters can share the same physical channel. Part 3 discusses how information can be transmitted reliably from one station to another over a network that connects multiple stations. Online interactive exercises are included to help build your intuition.This course was inspired by and built upon the course 6.02 Digital Communication Systems developed at MIT, which Prof Bertram Shi worked on during his sabbatical in 2009.In this course, you will: Computer Science

In the 18th century, the Qing Dynasty is at its height; it is the wealthiest, most powerful,most civilized state on earth. And yet the 19th century brought enormous challenges for the Qing and for the place we call China. By the 20th century, a 2,000-year imperial tradition is gone. What happened? In this overview of modern Chinese history, you’ll learn about the Qing was forced to engage with the West, the impact of imperialism and dynastic decline, and, ultimately, the causes of the Qing dynasty’s fall. This course will cover the effects of opium, how the Qing responded to that epidemic, and how the opium war brought fundamental changes to the country. You’ll also learn about the introduction of Christianity in this period, and about the ideology of Chinese salvation. This is a time when intellectuals were wrestling with new western ideas and new western technologies. This course will help you to understand how China engaged with the West, and how this confrontation still resonates today. History

This course prepares you to read more deeply and write more clearly about works of literature. This course will focus on great pieces of drama and how we read and interpret them. We will discuss the works of William Shakespeare and Edmond Rostand. Through an engaging collection of videos, authentic readings, and support material from a variety of sources, you will learn to appreciate literature from different genres.You will broaden your vocabulary while you sharpen your academic and creative writing skills. Interaction with other students will help you to refine your thinking about the reading and writing as well. You will learn to write under time pressure, and have the opportunity to complete practice assignments that are similar to those you will find on the AP examination.There are no prerequisites; you don’t have to take the AP exam to join the course. If you want to learn about literature and writing, this course is for you. Humanities

Protein is found in virtually every part of your body. At least 10,000 different proteins make you what you are and keep you that way.In this biology course you will learn how proteins drive almost all living processes.Proteins manufactured by cells perform a broad range of essential functions — the molecular workforce of living organisms.You will learn how proteins are the cellular manifestation of genetic information. They are assembled into a polymeric structure from monomers derived in part from components in our diet. Proteins catalyze metabolic reactions, replicate DNA, respond to stimuli, provide movement, and much more. Using video lectures, articles, case studies, and molecular models, we will explore how proteins are constructed, how they fold into 3-dimensional shapes, the kinds of bonds that hold these folded structures together, and the immense range of roles that proteins assume ‑ from structural proteins found in muscle to catalysts for cellular chemical reactions.Purification and characterization are essential to understand protein structure and function, and we will identify a variety of methods to uncover how these tiny machines drive almost all living processes. Biology & Life Sciences

Systems of equations live at the heart of linear algebra. In this course you will explore fundamental concepts by exploring definitions and theorems that give a basis for this subject. At the start of this course we introduce systems of linear equations and a systematic method for solving them. This algorithm will be used for computations throughout the course as you investigate applications of linear algebra and more complex algorithms for analyzing them. Later in this course you will later see how a system of linear equations can be represented in other ways, which can reduce problems involving linear combinations of vectors to approaches that involve systems of linear equations. Towards the end of the course we explore linear independence and linear transformations. They have an essential role throughout our course and in applications of linear algebra to many areas of industry, science, and engineering. __Upon completion of this course, learners will be able to:  Math

This physics course covers the physical principles of major in vivo bio-imaging modalities and the different imaging techniques.After a short study of ultrasound imaging, you will learn about the different X-ray imaging techniques. The understanding of the interaction of X-rays with tissue will lead to the study of three different techniques:This course shows how existing physical principles transcend into bio-imaging and establish an important link into life sciences, illustrating the contributions physics can make to life sciences. Practical examples will be shown to illustrate the respective imaging modality, its use, premise and limitations, and biological safety will be touched upon.During this course, you will develop a good understanding of the mechanisms leading to tissue contrast of the bio-imaging modalities covered in this course, including the inner workings of the scanner and how they define the range of possible biomedical applications. You will be able to judge which imaging modality is adequate for specific life science needs and to understand the limits and promises of each modality.To learn more about biomedical imaging, join us in the second part of this course Biomedical Imaging: Magnetic Resonance Imaging (MRI). Engineering

The Mediterranean region is one of the most biodiverse in the world, home to a complex and intricate patchwork of cultures, climates, and cuisines. Food systems in the region -- represented worldwide by the "Mediterranean diet" -- are equally complex, demanding analysis across the political, social, cultural, economic and nutritional spectrums from landscape to table.The ability of Mediterranean agriculture to sustain its peoples -- and the planet -- is now threatened by several issues:This course discusses the challenges and opportunities of the agricultural sector in the Mediterranean basin. It summarizes global-to-local challenges related to achievement of the Sustainable Development Goals (SDG); outlines the history and culture of agriculture and its main characteristics with a focus on the "Mediterranean diet"; explains agricultural data with a focus on rural development models and value creation; explores EU policy frameworks and international agreements related to food and agriculture in the Mediterranean; and highlights emerging opportunities linked to innovation and sustainability in the sector.This course is for:Want to learn more about sustainable food and nutrition around the world? Check out the SDG Academy course "Feeding a Hungry Planet: Agriculture, Nutrition and Sustainability."Additional educational resources developed by the Food and Agriculture Organization of the United Nations (FAO) are provided in each module. Food & Nutrition

Computer programs are abundant in many people's lives today, carrying out applications on smartphones, tablets, and laptops, powering businesses, helping cars drive and planes fly, and much more. The course introduces computational thinking and algorithms, a sequence of instructions that solves a problem. Computational or mathematical thinking became increasingly important throughout the industrial age to enable people to successfully live and work. In the information age, computational thinking and algorithms will continue to be increasingly critical for work and everyday life. Beyond business and personal computing devices such as PCs, tablets, and smartphones, embedded computers exist invisibly in nearly anything electrical today (e.g., TVs, cars, printers, thermostats, satellites, etc.) and require scripting and programming of instructions to perform efficiently.In this course, you will learn about the following concepts:  Computer Science

Training acomplex deep learning model with a very large datasetcan take hours, days and occasionally weeks to train. So, what is the solution? Accelerated hardware.You can use accelerated hardware such as Google’s Tensor Processing Unit(TPU) or Nvidia GPU to accelerateyourconvolutional neural network computations timeon the Cloud. These chips arespecifically designed to support the training of neural networks, as well as the use of trained networks(inference).Accelerated hardware has recently been proven to significantly reduce training time.But the problem is that your datamight be sensitiveand you may not feel comfortable uploading iton apublic cloud, preferring to analyze it on-premise.In this case, youneed to use an in-house system withGPU support. One solution isto useIBM’s Power SystemswithNvidia GPU andPowerAI. ThePowerAIplatform supports popular machine learning libraries and dependencies including Tensorflow, Caffe, Torch, and Theano.In this course, you'll understand what GPU-based accelerated hardware is and how it can benefit your deep learning scaling needs. You'll also deploydeep learning networks on GPU accelerated hardware for several problems, including the classification ofimages and videos. Data Analysis & Statistics

In this course, we will introduce you to edX Studio, edX’s course-authoring tool. This course is ideal for course authors and course teams interested in uncovering the nuts and bolts of building an edX course. We will cover everything you need to know to successfully create your first course on the edX platform, including:Through engaging activities and hands-on learning, this course will walk you through the course development process directly in Studio. Education & Teacher Training

Key course outcomes:High level overview of the data journey and how it helps you gain information and then knowledge on a specific process, service or piece of equipment.Gain an appreciation of how businesses get value from finding, sharing and analysing data.Gain an overview of key terms used within data analytics.Acquired additional learning pathways to further your learning within the space of data and digital.By the end of this session you will be able to: Data Analysis & Statistics

If you want to be the technology specialist who can procure and gain insight into cutting edge systems to help save lives and cut disaster losses, this Professional Certificate provides the foundational knowledge you need. It is designed for recreational hobbyists, certified remote pilots, commercial operators, and public safety and government users. This course covers unmanned aerial systems (UAS) to include drones and autonomous aerial vehicles, sensors, communications, ground control, navigation and other payloads that rely on complex algorithms that can be applied for protecting and saving lives and property. In this edX Professional Certificate, you will learn the importance of autonomous systems and drone technologies that bring speed, efficiency and affordable solutions to disaster response and management. Topics include the use of drones by emergency managers, first responders, and search and rescue personnel responding to natural and manmade disasters. No previous knowledge of drones or flight experience is required. Join as you start your drone journey. Taught by highly experienced instructors and practitioners in military and civil UAS operations, practical applications, systems design, and emergency management planning, this course will provide the novice, subject-matter expert analyst, planner and operational associate with the technical understanding for infusing drone solutions into emergency management and planning. Additionally, those who have a curiosity or general interest in drones, be it casual or in-depth, will benefit from this course to gain insight into emergency management, homeland security, and intelligence applications. Science

This course is part three of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course will cover basic concepts and techniques relating to differentiation; a fundamental tool of calculus. Derivatives are key to the understanding of rates of change, that is the extent to which a function responds to changes in a dependent variable.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will cover concepts and techniques to provide a foundation for the applications of differentiation in STEM related careers and/or further study at the undergraduate level.Join us as we provide opportunities to develop your skills and confidence in applying mathematics to solve real world problems. Math

In the 13th century, by force of arms, the Mongols created the greatest empire in human history. Yet by the end of the Ming dynasty in the late 16th century, a new global economy emerged. New World silver brought together the Americas, Europe, and East Asia, and the intellectuals of East and West began to speak to each other directly. The founding of the Ming and the growth of the global silver trade spurred changes in social and political spheres, and the late Ming period brought new literature, philosophies, and religions, with shifting roles for women. This course, part of a collection on the history and culture of China, will cover the Mongol’s large, multi-ethnic empire and the social, political, and cultural changes during the Ming dynasty. From early Mongol life at China’s northern border to the rise of Genghis Khan, we’ll take a deep dive into the territorial expansion of these traditionally nomadic people. The establishment of a truly global China set the stage for even greater changes in the modern era. Enroll now to understand the context for these changes, and how the economic and political realities of today’s China originated in the region centuries ago. History

The high rates of crime and violence are two of the main challenges that affect the citizens of Latin America and the Caribbean. That is why the public policies of citizen security are prioritized in the agendas of the governments of the region. To improve the effectiveness of these policies, it is essential to have an informed civil society making sure that social rights are respected and that the rule of law is fulfilled under a regime of democratic governance. Hence the importance of making this material available to the general public, which allows knowing both the theoretical concepts and what is currently being done in practice in terms of the implementation of citizen security and justice policies in the region.In particular, the course provides applied knowledge and technical tools for the design, implementation, and evaluation of programs aimed at strengthening the different links that make up the criminal justice system: prevention of crime and violence; crime deterrence; law enforcement; crime judicialization and social rehabilitation of prisoners.It is expected that this course will create awareness among public officials, authorities, academics, journalists, civil society and the public interested in citizen security and justice issues in Latin America and the Caribbean, on the intersectoral nature of policies that seek to improve the services of social prevention of violence, police, prosecutor’s offices, and prisons.The course was jointly designed by the IDB and the consortium of universities of Chile, John Jay College of Criminal Justice in New York and FADISMA in Brasil. Social Sciences

What happens in your brain when you make a decision? And what happens if you recall a memory from your last vacation? Why is our perception of simple objects sometimes strangely distorted? How can millions of neurons in the brain work together without a central control unit? This course explains the mathematical and computational models that are used in the field of theoretical neuroscience to answer the above questions. The core of the answer to cognition may lie in the collective dynamics of thousands of interacting neurons - and these dynamics are mathematically analyzed in this course using methods such as mean-field theory and non-linear differential equations.By the end of the course,you willbe able to:  Biology & Life Sciences

According to the United Nations, urbanization and population growth could result in an increase of 2.5 billion people into urban populations by 2050, with associated impacts ranging from increased transportation needs to more building. How do we make cities sustainable to support this growth? In this mini-series, learn the challenges of local governments to adapt to new technologies, energy systems, modes of transportation and more in order to build the sustainable cities of the 21st century. This mini-series is a companion piece to the SDG Academy's full-length Sustainable Cities course. This course is for:  Environmental Studies

This course is part two of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will continue the study of functions initiated in the course Polynomials, Functions and Graphs by moving into trigonometric functions, exponential functions, and logarithmic functions.Trigonometric functions are extremely important in applications of mathematics to study situations involving periodic phenomena such as tidal flow. Exponential and logarithmic functions have many uses in applications of mathematics to biology, business and economics, physics and other areas.Join us as we provide opportunities to develop your skills and confidence in applying mathematical functions. Math