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Kallfass presented at FachPack in Nuremberg
For three days, the Nuremberg exhibition center was once again an important contact point for packaging experts. A wide range of products and services in the areas of packaging, technology, processing and logistics awaited the trade visitors. Exactly 1,542 exhibitors, including the packaging specialist Kallfass Verpackungsmaschinen from Nürtingen-Zizishausen, Germany, presented their portfolios in Nuremberg.
"The Servo Packer series is now even more user-friendly. This was the key message that we sought to convey to our visitors," explains the head of the exhibition stand, Thorsten Jabben. "We have received customer requests in terms of accessibility and transparency and incorporate them into the next stage of development.
With the Servo Packer T, ease of use continues to be ensured through path control and the automatic adjustment of the bag length when the production speed changes," continues Jabben.
"We were able to have numerous interesting and good conversations with customers in the three days of the exhibition," says sales representive Miguel Beltrán. "Our visitors came from all over Europe and were extremely impressed by the exhibited packaging system and the packaging results," Beltrán continues. "Our customers greatly appreciated that our internet-based video database was able to quickly and comprehensively answer questions using specific, practical examples. The response we received was a clear success."
The next exhibition for the Kallfass portfolio will be the international trade fair Interpack in Düsseldorf. It takes place from May 4-10, 2017 at the exhibition grounds in the capital city of North Rhine Westphalia.

subset: commoncrawl


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Professional Liability Insurance Arizona Policy Information
Professional Liability Insurance Arizona. Our society is a litigious one, and if you are a professional doing business in today's world, then you need to be prepared for claims and lawsuits that can wreak financial havoc on your personal assets. A professional liability policy, aka errors and omissions (E&O) is a must for all professionals, including medical professionals, who are among the most likely type of professionals to be targeted by litigants. With more than $3.3 billion paid out in calendar year 2013 to claimants in medical lawsuits, it makes sense to insure yourself with the most comprehensive professional liability insurance Arizona possible.
Medical professionals are not alone in their plight. Lawyers, attorneys, and others in the legal profession are quickly becoming a target for litigation. Every attorney in practice today has a 17 percent chance of being the center of a litigious suit in any given year, according to the American Bar Association.
Professional liability insurance Arizona protects your practice from negligence lawsuits with rates as low as $67/mo. Get a fast quote and your errors and omissions (E&O) insurance now.
No professional is safe from a liability claim. Any person whose job is to provide guidance or advice can end up being sued. Professionals who are common targets include architects, consultants, designers, accounting professionals, financial advisers, and practitioners of wellness and health practices. Even knowing the inherent risks of their fields, a lot of professionals forego the purchase of errors and omissions (E&O), and many find themselves wishing that they had.
While most people know what medical malpractice insurance is, many have never heard of professional liability insurance Arizona. While its specific definition varies based on which profession is seeking insurance, it usually protects against liability from errors and omissions made by professionals when providing professional services to clients. Essentially, professional liability insurance Arizona covers negligence or mistakes that cause your client's financial loss. It is a different type of policy than property damage insurance or bodily injury coverage.
In addition to covering awards for claims (up to the declared limits of the policy), a professional liability insurance Arizona policy also covers any associated legal costs. Since defending yourself in court can come with astronomical legal fees, sometimes running $100K or more, this errors and omissions insurance can be a godsend if you face a claim.
What Does Professional Liability Insurance Cover?
Some common types of insurance that covers professional liability include:
- Malpractice insurance. This insurance is only for medical professionals and people in the healthcare industry. It guards against loss from flames due to mistakes or negligence.
- E&O insurance. Errors and omissions liability coverage. With this coverage, you are protected from claims for giving faulty advice or counseling a client when the advice you give leads to a financial loss. Architects, designers, insurance agents, stock brokers, real estate agents, consultants, and lawyers should carry this valuable professional liability insurance Arizona coverage.
- D&O insurance. Directors and officers liability insurance handles the specific risks of directors, officers, and other high-ranking executive professionals. This coverage pays for claims from scenarios such as the release of information deemed confidential, poor investments made by the officer, unlawful acts, firing and hiring issues, conflicts of interest, and gross negligence.
- Occurrence insurance. This policy pays for expenses when a covered incident occurs, even if the policy lapses, as long as the event occurs while the policy is in force.
Which Professionals are Most Likely to Face Suits?
Although there are an endless number of professionals who can be sued for in a liability action, some are more prone to litigation. While doctors and lawyers are the most frequently sued (so much so that some states require that they carry malpractice coverage), others are also vulnerable, including accountants, graphic designers, engineers, insurance professionals, management consultants, and software developers.
Scenarios Where Professional Liability Insurance is Crucial
Reviews these scenarios to help you understand the nuances of how professional liability insurance Arizona can benefit different professionals.
- Financial advisors. Regardless of claim legitimacy, if a client's investments fail of if the client has not been fully advised of his risk before making an investment, the financial advisor can face a claim.
- Lawyers. When a lawyer misses a deadline or date, litigation can be pursued, often successfully so. With or without merit, professional liability insurance can help.
- Private investigators. A PI who supplies incorrect information to a client can face a claim if a financial loss occurs.
- Consultants. If a consultant makes a mistake that can cause a business shut down or a website shut down, then a lawsuit may result.
- Contractor. A contractor or a subcontractor working under the contractor who performs shoddy work faces potential lawsuits.
As you can see, there are various ways that a client can target a professional with a claim. Protect yourself to the fullest by reviewing your professional liability insurance Arizona policy needs with a seasoned agent who can recommend the best types of errors and omissions policies and limits that cover all potential perils you face.
Arizona Economic Data, Regulations And Limits On Commercial Insurance
Anyone who is thinking about starting a business knows that choosing the right location for their operations is essential. The right market and a demographic that will benefit from and be interested in purchasing the products and services a business offers is crucial for the success of an organization. If you're considering Arizona as the location for your company's headquarters or a new division of your business, it's imperative that you make sure the state offers a climate that will allow your operation to thrive.
By analyzing the employment rate and the key industries that are thriving in the state, you can determine if Arizona will be a suitable location for your business. It's also important to be aware of the forms of commercial insurance coverage business owners are required to carry. Below, we look at all three areas to help you decide if the Grand Canyon State is the right place for you to establish a business.
Economic Trends for Business Owners In Arizona
The unemployment rate in Arizona is higher than the national average; as of May, 2022, the rate was 4.9 percent, while the national average as 3.6 percent. However, compared to 2009, when the rate was 10.9 percent, there has certainly been a decrease in the rate of unemployment.
Urban areas are the ideal locations for businesses in the Grand Canyon State, such as Phoenix, Tempe, Scottsdale, and Chandler; but, smaller areas offer promise, too. Payson, Snowflake, Flowing Wells, and Cottonwood are just some of the smaller locations that are seeing economic growth in Arizona.
There are several key industries that are thriving within the state, including:
- Aerospace and defense
- Bioscience and health care
- Film and digital media productions
- Finance
- Manufacturing
- Professional and business services
- Technology and innovation
- Tourism
- Trade, transportation, and utilities
Commercial Insurance Regulations In AZ
The Arizona Department of Insurance regulates insurance in Arizona. Commercial insurance is vital for a business, as it protects the interests of all who are involved with the organization; owners, employees, customers, and vendors. Like any other state, certain forms of commercial insurance are mandated in Arizona, meaning business owners are legally required to carry these policies.
All employers are required to carry workers' compensation insurance, as it provides coverage for work-related accidents and illnesses that employees sustain. Commercial liability insurance, which covers third-party personal injury and property damage liability claims, might also required for certain licenses.
For establishments that sell alcohol, liquor liability insurance is a legal requirement. Lastly, companies that rely on vehicles for business-related purposes (truckers, etc.) must carry a commercial auto insurance policy to protect the drivers of their commercial vehicles, as well as other drivers on the road.
Additional Resources For Small Business Insurance
Protect your company and employees with the right commercial insurance policies. Read informative articles on small business insurance coverages - and how they can help shield your company from legal liabilities.
- Small Business
- Aviation
- Business General Liability
- Business Interruption
- Business Liability
- Business Owners Policy (BOP)
- Certificate of Insurance
- Commercial Auto
- Commercial Crime
- Commercial Package Policy
- Commercial Umbrella
- Comprehensive General Liability
- Directors and Officers Liability
- Cyber Liability
- Employment Practices Liability
- Event Cancellation
- Fiduciary Liability
- General Liability
- Home Based Business
- Independent Contractor
- Liability Insurance Certificate
- Liability Insurance
- Ocean Marine
- Professional Liability
- Self-Employed
Your small business faces many potential disasters including: fire, floods, theft, equipment breakdown, lawsuits from clients or customers and current & former employees. Any many other risks you haven't even thought about.
A small business commercial insurance program should provide protection for both larger and smaller disasters. The obvious things like fire, flood and theft most business owners think about... but what if a hacker infects your computers with a virus - and files containing private customer information like credit card and Social Security numbers are stolen?
Who is going to pay to fix your customers credit rating etc...? Will your insurance pay for the cost? You need to know that.
Your commercial insurance program should cover events that can close down your company, or cause it to lose revenue. Anything less than that is not enough coverage. Commmercial insurance doesn't cover everything, and all policies have exclusions and limits.
You need a written plan that allows you to get your operations back up and running as quick as possible.
Request a free Professional Liability Insurance Arizona quote in Anthem, Apache Junction, Arizona City, Avondale, Avra Valley, Benson, Bisbee, Buckeye, Bullhead City, Camp Verde, Casa Grande, Casas Adobes, Catalina, Catalina Foothills, Cave Creek, Chandler, Chinle, Chino Valley, Citrus Park, Coolidge, Corona de Tucson, Cottonwood city, Doney Park, Douglas, Drexel Heights, El Mirage, Eloy, Flagstaff, Florence, Flowing Wells, Fort Mohave, Fortuna Foothills, Fountain Hills, Gilbert, Glendale, Globe, Gold Canyon, Golden Valley, Goodyear, Green Valley, Guadalupe, Holbrook, Kingman, Lake Havasu City, Lake Montezuma, Litchfield Park, Marana, Maricopa, Mesa, New Kingman-Butler, New River, Nogales, Oro Valley, Page, Paradise Valley, Paulden, Payson, Peoria, Phoenix, Picture Rocks, Prescott, Prescott Valley, Queen Creek, Rincon Valley, Rio Rico, Saddlebrooke, Safford, Sahuarita, San Luis, San Tan Valley, Scottsdale, Sedona, Show Low, Sierra Vista, Sierra Vista Southeast, Snowflake, Somerton, South Tucson, Summit, Sun City, Sun City West, Sun Lakes, Surprise, Tanque Verde, Tempe, Thatcher, Three Points, Tolleson, Tuba City, Tucson, Tucson Estates, Vail, Valencia West, Verde Village, Village of Oak Creek, Wickenburg, Williamson, Winslow, Youngtown, Yuma and all other AZ cities & Arizona counties near me in The Grand Canyon State.
Also find AZ local small businesses by General Liability Class Code and learn about Arizona small business insurance requirements for general liability, business property, commercial auto & workers compensation including AZ business insurance costs. Call us (480) 937-2697.


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Loadout, the free-to play shooting game has had more than 2 million accounts getting locked 'n' loaded – that is "created" in simple language – in a short span of two weeks. The figure was confirmed by its developer Edge of Reality yesterday.
2million accounts do not necessary mean 2million players, but still it's quite a big figure for the free-to-play shooter. After all, people who signed up for Loadout's mayhem have logged more than 9 million hours since its release on January 31. Quite a remarkable figure indeed!


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Spring Online Chess Camp 2021
We are happy to announce that we will be holding a two day online chess camp on March 29-30 (Mon-Tue). 😀👍♟💪
The main theme of the camp is ENDGAMES. We will learn the most important chess endgames. 🏆💪😎
The camp will include lectures and tournaments.
Each participant will get a diploma and there will be prizes for the best players in the tournaments as well as draw prizes!
Students will be divided into groups according to their rating and skill level. Students need to know the basic rules of chess to be able to attend the camp. Please be aware that space is limited and we operate on a first come, first serve basis
Coaches: Woman International Master Agnieszka Matras-Clement and Vice President of the Edmonton Chess Club Dustin Koperski.
Dates: March 29-30, Mond - Tue
Time: 10 am – 2 pm MST daily
The camp will take place via ZOOM + Lichess. Each participant will receive detailed instructions prior to the camp and full support from the coaches during it.
Cost: For all two days $79 + gst ($82.95)
Payments via e-transfer to firstname.lastname@example.com or by cheque to Jumping Knight Chess.
Please register by filling out this form:


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Most granolas are loaded with sugar, chock-full of quick carbs and lacking in nutrients. Not this one. It's packed with nuts and seeds that provide fiber, protein and healthy fat that will keep you satiated. The entire recipe only has 32 grams of sugar and equal amounts of fiber to balance it out.
And it tastes amazing. It genuinely tastes like a not-overtly-sweet cookie and it's got the satisfying crunch factor we're always searching for. Add it on top of smoothie bowls, yogurt or chia seed pudding, or snack on it straight from the mason jar.
Dry Ingredients
- 1/4 cup sprouted pumpkin seeds
- 1/3 cup almonds
- 1/3 cup cashews
- 2 tbsp coconut flakes
- 1/4 cup almond flour
- 1/4 cup coconut flour
- 1 tsp cinnamon
- 1/8 tsp himalayan pink salt
- 2 tbsp chia seeds
- 2 tbsp hemp hearts
- 1 tbsp flaxseed meal
Wet Ingredients
- 3 tbsp coconut oil
- 2 tbsp maple syrup
- 1 tsp vanilla extract
- Preheat the oven to 325 F.
- Chop pumpkin seeds, almonds, cashews, and coconut. I like to chop some of it pretty small, but also leave some bigger pieces.
- Place in a mixing bowl. Add almond flour, coconut flour, cinnamon, sea salt, chia seeds, hemp hearts, and flax. Mix well.
- Pour in coconut oil, maple syrup, and vanilla. Mix well.
- Place on a baking tray with liner. Pack in well. You want it to be pretty thick and packed so it will break off chunky.
- Bake for 22 – 25 minutes, or until starting to get golden brown.
- Let cool completely before breaking up and storing in a glass container.
Loving this recipe? You'll definitely love these ones too: Paleo Chocolate Chip Cookies | The "Better Than Pie" Paleo Apple Crisp | Paleo Chocolate Mug Cake
No more paying for overpriced paleo granola when this is so easy to whip up from ingredients I always have in my pantry. These are nutrient-dense powerhouse ingredients I always keep on hand. Thanks to NOW, they're organic, sustainably sourced, and affordable.
And try this Pumpkin Pie version for some festive fall fun:
View this post on Instagram
Pumpkin spice everything, right?! 🎃🍂🍁🥧 Swapped my normal cinnamon out for extra pumpkin pie spice in my Paleo Chunky Granola and it was everything I didn't know I needed. Scrumptious, healthy and makes the whole house smell DIVINE 😋🤪 Grab the recipe on the blog! https://molliemason.space/paleo-chunky-granola-recipe/
Huge thank you to NOW for sponsoring this post. It's such a joy to share my favorite brands with y'all and it's because of brands like these that I'm able to create this extensive content for you. As always, all opinions are my own.


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Fabian Aschauer
CEO BlockHealth
CEO and Co-Founder of BlockHealth (www.blockhealth.ai), an upcoming health platform based on blockchain technology, where we also doing an ICO for our CARE Token. Know we are in the Private Pre-Sale. Before I founded BlockHealth, I studied at the Higher Technical Institute for Informatics in Leonding, Austria and at the Kepler University Clinic med. Campus 3 where I worked in various medical fields. I bring both technical and clinical knowledge. I am also cryptocurrency investor since more than 3 years.


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The band Linda Martini took the stage at Teatro São Luiz for the Takeover # 1 project by Musicbox
Musicbox launched the challenge to EGEAC and Teatro Municipal São Luiz to take over the Sala Luis Miguel Cintra for the realization of the initiative that started yesterday, July 9, with Linda Martini, and throughout this and next weekend Lavoisier, The Legendary Tigerman, Moullinex, Márcia or Bruno Pernadas will be some of the artists who will take the stage.
Takeover #1 by Musicbox invited Linda Martini, one of the most acclaimed Portuguese alternative rock groups of this century, to present their work until today released, before the release of their new full album.
O São Luiz Teatro Municipal volta a abrir portas.A música regressa à Sala Luiz Miguel Cintra com a programação Takeover #1 – Musicbox. São nove concertos entre 9/12, e 15/19 de julho. O primeiro é já amanhã, dia 9, às 21h, com os Linda MartiniConheça o cartaz completo?www.teatrosaoluiz.pt#Lisboa #Egeac
Publicado por Câmara Municipal de Lisboa em Quarta-feira, 8 de julho de 2020
The concert started around 9 pm in the Luis Miguel Cintra room, and the band managed to give an energetic performance where the audience felt their music even with due precautions and distance.
Hélio Morais, the band's drummer, said that, in addition to Linda Martini being a band, they are friends, and the mandatory confinement and social distance was a "strange" period for the band and it feels good to be back on stage.
Linda Martini were born in 2003 and are a rock band. André Henriques, Cláudia Guerreiro, Hélio Morais and Pedro Geraldes are part of its formation. Since 2006, the group has added five albums: "Olhos de Mongol" (2006), "Casa Ocupada" (2010), "Turbo Lento" (2015), "Sirumba" (2016) and "Linda Martini" (2018). While they are preparing the sixth long run and the beginning of a new cycle, Linda Martini took the stage at Sala Miguel Cintra in São Luiz for a concert focused on the themes of the works already published.
Today and on Saturday, July 10 and 11, São Luiz hosts Baile Sentado, an initiative by B.Leza that brings the rhythms of Funaná, Coladera and Kizomba to the hands of Tito Paris, Nancy Vieira, Maria Alice and Jon Luz, on the 10th, and Batida, a project by producer Pedro Coquenão that will present the show "The Algorithm is not African!", on the 11th.
On Sunday, the 12th, the voice and guitar duo Lavoisier, present their latest album "Miguel Torga por Lavoisier: Viagem a Um Reino Maravilhoso" ("Miguel Torga by Lavoisier: Journey to a Wonderful Kingdom") composed of music texts by the Portuguese writer Miguel Torga, with sound and visual art by João Bento.
Next Wednesday, the 15th, it is the turn of the singer Márcia to perform solo and then, on Thursday, the 16th, the Legendary Tigerman takes the stage in one-man-band format, with the special participation of saxophonist João Cabrita.
Friday, the 17th, Moullinex and his band take the themes of their new album on stage, and on Saturday, the 18th, it is the turn of Bruno Pernadas to present his latest album "Those Who Throw Objects at the Crocodiles Will be Asked to Retrieve Them ".
The last day of Takeover # 1 – Musicbox shows is in charge of Ghost Hunt, who have just released their second album, II, in a session that has the flutist Violeta Azevedo opening.
In the shows, the spectators are seated individually, with a gap between them and mismatched between rows, the friezes and boxes are intended for cohabitants of the same household. In addition to the hygiene rules, the use of a mask inside the theater is mandatory.
More information about Takeover # 1 – Musicbox here.


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Collision Repair Shop
Front End Collision
Maintenance Shop
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01. Evaluation Appointment
Customer Schedules Appointment
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07. Dents & Paint
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09. Quality Assurance
Double Check Before Delivery
10. Customer Delivery
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Collision Repair
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RV Service Shop Orange County CA
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Artbook of course.
My favorite: Nibbles!
I can't wait to get my hands on epic loot from Legion CE! I've been purchasing collector's edt. since Cataclysm and I've always enjoyed wathing 'em on the shelf. .. wife is not so enthusiastic .... :p
Soundtrack, certainly the soundtrack. Blizzard makes amazing music for their games.
My favorite part has to definetly be the Art Book, I'm super big on collecting them for my favorite games and this one is spectacular! I'm Excited about Legion! XD
Absolutely artbook.
I like that you get a soundtrack of the new music you'll hear wile playing.
well. you could say the best on the box is the game itself :o
My favourite thing is that artbook <3
The pet will probably get the most use, but overall I enjoy the art book the most. Seeing the vision that went into designing the zones and characters is always amazing.
The artbook is definately my choice.
My favorite part of the Digital Deluxe Edition of Legion is the in-game goodies. I'm a huuuuge collector so any chance I get, I'm grabbing pets, mounts, appearance items, etc.
My favorite part is getting the pet - Nibbles.
my favourite part is soundtrack. blizzard always has amazing music and i really love legion's soundtrack.
My favorite part is the soundtrack.
Favourite part by far? The soundtrack, WoW has always had some great music.
Soundtracks are my favourite thing included in the CEs. Just 'cause the music in WoW is amazing.
That art book for sure is the best thing in the box.
That mount looks awesome, but its nothing compared to an Illidan mousepad! Pregratz to the winner of the goodie bag!
Soundtrack is the best. You can feel the Legion in the bus.


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Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.
This bestselling on-the-job reference and test preparation guide has been fully revised for the new 2019 CompTIA Core 1 and Core 2 CompTIA A+ exam objectives
This fully revised and updated resource offers complete coverage of the latest release of CompTIA A+ exams 220-1001 & 220-1002. You'll find learning objectives at the beginning of each chapter, exam tips, practice exam questions, and in-depth explanations. Designed to help you pass the CompTIA A+ exams with ease, this definitive guide also serves as an essential on-the-job IT reference.
Also includes a voucher coupon for a 10% discount on your CompTIA exams!
Covers all exam topics, including how to:
• Work with CPUs, RAM, BIOS, motherboards, power supplies, and other personal computer components
• Install, configure, and maintain hard drives
• Manage input devices and removable media
• Set up, upgrade, and maintain all versions of Windows
• Troubleshoot and fix computer problems
• Install printers and other peripherals
• Configure and secure mobile devices
• Connect to the Internet
• Set up wired and wireless networks
- Protect your personal computer and your network• Implement virtualization and cloud-based technologies
Online content includes:
• Practice exams for 1001 & 1002
• More than one hour of free video training
• TotalSim simulations of performance-based questions
• Mike Meyers' favorite PC tools and utilities
Table of Contents:
Chapter 1: Safety and Professionalism
Chapter 2: The Visible Computer
Chapter 3: CPUs
Chapter 4: RAM
Chapter 5: Firmware
Chapter 6: Motherboards
Chapter 7: Power Supplies
Chapter 8: Mass Storage Technologies
Chapter 9: Implementing Mass Storage
Chapter 10: Essential Peripherals
Chapter 11: Building a PC
Chapter 12: Windows Under the Hood
Chapter 13: Users, Groups, and Permissions
Chapter 14: Maintaining and Optimizing Operating Systems
Chapter 15: Working with the Command-Line Interface
Chapter 16: Troubleshooting Operating Systems
Chapter 17: Display Technologies
Chapter 18: Essentials of Networking
Chapter 19: Local Area Networking
Chapter 20: Wireless Networking
Chapter 21: The Internet
Chapter 22: Virtualization
Chapter 23: Portable Computing
Chapter 24: Understanding Mobile Devices
Chapter 25: Care and Feeding of Mobile Devices
Chapter 26: Printers and Multifunction Devices
Chapter 27: Securing Computers
Chapter 28: Operational Procedures
Appendix A: Mapping to the CompTIA A+ Objectives


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So far so good. This is the correct result. Now multiply the x by 1.0:
That makes Mathematica think that the integral fails to converge.
I found this out when reproducing some calculations from a couple of years ago. It seemed to work back then, so this behavior seems to have been introduced in a recent version of Mathematica.
I know of various reasons why putting in the 1.0 could make a difference (because it forces Mathematica to think in terms of floating-point numbers with finite accuracy, rather than exact integers), but I don't think any of them should make a difference here. The integral is failing to converge at x=0 (I checked that the problem is there, not at infinity), and the integrand is perfectly well-behaved there, even if you replace the 1.0 by any other complex number.


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Data Science and Machine Learning Tools in 2020
What are the best tools for performing data science tasks? And which tool should you pick up as a newcomer in data science?
I'm sure you've asked (or searched for) these questions at some point in your own data science journey. These are valid questions! There is no shortage of data science tools in the industry. Picking one for your journey and career can be a tricky decision.
Let's face it – data science is a vast spectrum and each of its domains requires handling of data in a unique way that leads many analysts/data scientists into confusion. And if you're a business leader, you would come across crucial questions regarding the tools you and your company choose as it might have a long term impact.
So again, the question is which data science tool should you choose?
In this article, I will be attempting to clear this confusion by listing down widely used tools used in the data science space broken down by their usage and strong points. So let us get started!
Table of Contents
- Diving into Big Data – Tools for handling Big Data
- Volume
- Variety
- Volume
- Tools for Data Science
- Reporting and Business Intelligence
- Predictive Modelling and Machine Learning
- Artificial Intelligence
Data Science Tools for Big Data
To truly grasp the meaning behind Big Data, it is important that we understand the basic principles that define the data as big data. These are known as the 3 V's of big data:
- Volume
- Variety
- Velocity
Tools for Handling Volume
As the name recommends, volume alludes to the scale and the measure of data. To comprehend the size of the data I'm discussing, you need to realize that over 90% of the data on the planet was made over the most recent two years!
Throughout the decade, with the expansion in the measure of data, the innovation has additionally gotten better. The lessening in computational and capacity costs has made gathering and putting away tremendous measures of data far simpler.
The volume of the data defines whether it qualifies as big data or not.
When we have data ranging from 1Gb to around 10Gb, the traditional data science tools tend to work well in these cases. So what are these tools?
- Microsoft Excel – Excel prevails as the easiest and most popular tool for handling small amounts of data. The maximum amount of rows it supports is just a shade over 1 million and one sheet can handle only up to 16,380 columns at a time. These numbers are simply not enough when the amount of data is big.
- Microsoft Access – It is a popular tool by Microsoft that is used for data storage. Smaller databases up to 2Gb can be handled smoothly with this tool but beyond that, it starts cracking up.
- SQL – SQL is one of the most popular data management systems which has been around since the 1970s. It was the primary database solution for a few decades. SQL still remains popular but there's a drawback – It becomes difficult to scale it as the database continues to grow.
We have covered some of the basic tools so far. It is time to unleash the big guns now! If your data is greater than 10Gb all the way up to storage greater than 1Tb+, then you need to implement the tools I've mentioned below:
- Hadoop – It is an open-source distributed framework that manages data processing and storage for big data. You are likely to come across this tool whenever you build a machine learning project from scratch.
- Hive – It is a data warehouse built on top of Hadoop. Hive provides a SQL-like interface to query the data stored in various databases and file systems that integrate with Hadoop.
Tools for Handling Variety
Variety refers to the different types of data that are out there. The data type may be one of these – Structured and Unstructured data.
Let us go through the examples falling under the umbrella of these different data types:
Take a moment to observe these examples and correlate them with your real-world data.
As you might have observed in the case of Structured data, there is a certain order and structure to these data types whereas in the case of unstructured data, the examples do not follow any trend or pattern. For example, customer feedback may vary in length, sentiments, and other factors. Moreover, these types of data are huge and diverse.
It can be very challenging to tackle this type of data, so what are the different data science tools available in the market for managing and handling these different data types?
The two most common databases are SQL and NoSQL. SQL has been the market-dominant players for a number of years before NoSQL emerged.
Some examples for SQL are Oracle, MySQL, SQLite, whereas NoSQL consists of popular databases like MongoDB, Cassandra, etc. These NoSQL databases are seeing huge adoption numbers because of their ability to scale and handle dynamic data.
Tools for Handling Velocity
The third and last V speaks to the speed. This is the speed at which the data is caught. This incorporates both continuous and non-ongoing data. We'll be speaking mostly about the constant data here.
We have a ton of models around us that catch and process ongoing data. The most mind boggling one is simply the sensor data gathered driving vehicles. Envision being in a self-driving vehicle – the vehicle needs to progressively gather and process data with respect to its path, distance from different vehicles, and so forth all simultaneously!
Some other examples of real-time data being collected are:
- Stock trading
- Fraud detection for credit card transaction
- Network data – social media (Facebook, Twitter, etc.)
Did you know?
More than 1Tb of data is generated during each trade session at the New York stock exchange!
Now, let's head on to some of the commonly used data science tools to handle real-time data:
- Apache Kafka – Kafka is an open-source tool by Apache. It is used for building real-time data pipelines. Some of the advantages of Kafka are – It is fault-tolerant, really quick, and used in production by a large number of organizations.
- Apache Storm – This tool by Apache can be used with almost all the programming languages. It can process up to 1 Million tuples per second and it is highly scalable. It is a good tool to consider for high data velocity.
- Amazon Kinesis – This tool by Amazon is similar to Kafka but it comes with a subscription cost. However, it is offered as an out-of-the-box solution which makes it a very powerful option for organizations.
- Apache Flink – Flink is yet another tool by Apache that we can use for real-time data. Some of the advantages of Flink are high performance, fault tolerance, and efficient memory management.
Now that we have a solid grasp on the different tools commonly being used for working with Big Data, let's move to the segment where you can take advantage of the data by applying advanced machine learning techniques and algorithms.
Widely Used Data Science Tools
If you're setting up a brand new data science project, you'll have a ton of questions in mind. This is true regardless of your level – whether you're a data scientist, a data analyst, a project manager, or a senior data science executive.
Some of the questions you'll face are:
- Which tools should you use in different domains of data science?
- Should I buy licenses for the tools or opt for an open-source one?, and so on
In this section, we will be discussing some of the popular data science tools used in the industry according to different domains.
Data Science is a broad term in itself and it consists of a variety of different domains and each domain has its own business importance and complexity which is beautifully captured in the below image:
The data science spectrum consists of various domains and these domains are represented by their relative complexity and the business value that they provide. Let us take up each one of the points I've shown in the above spectrum.
Reporting and Business Intelligence
Let's begin with the lower end of the spectrum. It enables an organization to identify trends and patterns so as to make crucial strategic decisions. The types of analysis range from MIS, data analytics, all the way over to dashboarding.
The commonly used tools in these domains are:
- Excel – It gives a diverse range of options including Pivot tables and charts that let you do analysis in double-quick time. This is, in short, the Swiss Army Knife of data science/analytics tools
- QlikView – It lets you consolidate, search, visualize, and analyze all your data sources with just a few clicks. It is an easy and intuitive tool to learn which makes it so popular.
- Tableau – It is amongst the most popular data visualization tools in the market today. It is capable of handling large amounts of data and even offers Excel-like calculation functions and parameters. Tableau is well-liked because of its neat dashboard and story interface.
- Microstrategy – It is yet another BI tool that supports dashboards, automated distributions, and other key data analytics tasks.
- PowerBI – It is a Microsoft offering in the Business Intelligence (BI) space. PowerBI was built to integrate with Microsoft technologies. So if your organization has a Sharepoint or SQL database user, you and your team will love working on this tool.
- Google Analytics – Wondering how did Google Analytics make it to this list? Well, digital marketing plays a major role in transforming businesses and there's no better tool than this to analyze your digital efforts.
Predictive Analytics and Machine Learning Tools
Moving further up the ladder, the stakes just got high in terms of complexity as well as the business value! This is the domain where the bread and butter of most data scientists come from. Some of the types of problems you'll solve are statistical modeling, forecasting, neural networks, and deep learning.
Let us understand the commonly used tools in this domain:
- Python – This is one of the most dominant languages for data science in the industry today because of its ease, flexibility, open-source nature. It has gained rapid popularity and acceptance in the ML community.
- R – It is another very commonly used and respected language in data science. R has a thriving and incredibly supportive community and it comes with a plethora of packages and libraries that support most machine learning tasks.
- Apache Spark – Spark was open-sourced by UC Berkley in 2010 and has since become one of the largest communities in big data. It is known as the swiss army knife of big data analytics as it offers multiple advantages such as flexibility, speed, computational power, etc.
- Julia – It is an upcoming language and is being touted as the successor of Python. It's still in its nascent stage and it will be interesting to see how it performs in the future.
- Jupyter Notebooks – These notebooks are widely used for coding in Python. While it is predominantly used for Python, it also supports other languages such as Julia, R, etc.
The tools we have discussed so far are true open-source tools. You don't require to pay for them or buy any extra licenses. They have thriving and active communities that maintain and release updates on a regular basis.
Now, we will check out some premium tools that are recognized as industry leaders:
- SAS – It is a very popular and powerful tool. It's prevalently and commonly used in the banking and financial sectors. It has a very high share in private organizations like American Express, JP Morgan, Mu Sigma, Royal Bank of Scotland, etc.
- SPSS – Short for Statistical Package for Social Sciences, SPSS was acquired by IBM in 2009. It offers advanced statistical analysis, a vast library of machine learning algorithms, text analysis, and much more.
- Matlab – Matlab is really underrated in the organizational lands
- cape but it is widely used in academia and research divisions. It has lost a lot of ground in recent times to the likes of Python, R, and SAS but universities, especially in the US, still teach a lot of undergraduate courses using Matlab.
Common Frameworks for Deep Learning
Deep Learning requires high computational resources and needs special frameworks to utilize those resources effectively. Due to this, you would most likely require a GPU or a TPU.
Let us look at some of the frameworks used for Deep Learning in this section.
- TensorFlow – It is easily the most widely used tool in the industry today. Google might have something to do with that!
- PyTorch – This super flexible deep learning framework is giving major competition to TensorFlow. PyTorch has recently come into the limelight and was developed by researchers at Facebook
- Keras and Caffe are other frameworks used extensively for building deep learning applications
Artificial Intelligence Tools
The era of AutoML is here. If you haven't heard of these tools, then it is a good time to educate yourself! This could well be what you as a data scientist will be working with in the near future.
Some of the most popular AutoML tools are AutoKeras, Google Cloud AutoML, IBM Watson, DataRobot, H20's Driverless AI, and Amazon's Lex. AutoML is expected to be the next big thing in the AI/ML community. It aims to eliminate or reduce the technical side of things so that business leaders can use it to make strategic decisions.
These tools will be able to automate the complete pipeline!
End Notes
We have discussed the data collection engine and the tools required to accomplish the pipeline for retrieval, processing, and storage of data. Data Science consists of a large spectrum of domain and each domain has its own set of tools and frameworks.


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Best practices for upgrading large audit installations
When upgrading the Centrify Audit & Monitoring Service environment to a newer version, always follow this order for minimal service disruption:
- Upgrade the audit databases.
- Upgrade the audit collectors.
- Upgrade the agents.
- Upgrade remaining components (such as the consoles, PowerShell cmdlets, SDK, Audit Management server and so forth).
- Centrify recommends using the Database Maintenance Wizard to "Generate the SQL scripts" for upgrading the databases rather than letting the Database Maintenance wizard perform an in-process upgrade.
- When performing a database upgrade by manually running the scripts, follow this order for minimal service disruption:
- Upgrade the "Active" audit store database(s).
- Upgrade the remaining audit store databases.
- Upgrade the audit management database.
- To upgrade the audit databases, typically the sysadmin rights on the database server are needed. This is because some of the operations performed during the database upgrade (such as marking an assembly with EXTERNAL ACCESS) requires permissions that are typically only assigned to the users with sysadmin rights. If the database environment is hardened and the user cannot run the upgrade scripts as a sysadmin, here's a minimum set of permissions that the user must have in order to upgrade the databases:
- User must have db_owner rights
- User must have the EXTERNAL ACCESS ASSEMBLY rights
If the user is unsure whether the user has necessary rights to run the database upgrade or not, we recommend that the user generate the SQL scripts for database upgrade and hand them over to the database administrator for execution.
The audit database upgrade scripts are idempotent, which means accidentally running them multiple times will not cause any harm.
- The database upgrade scripts sometimes log warning messages (for example, for exceeding key length). These warnings can be safely ignored. However, if any errors are received while running the database upgrade scripts, please notify Centrify support.
This information is also available in KB-32276.


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Consider off-the-shelf IoT software platforms
We have seen some companies attempt to create a custom IoT software platform for their own use.
Generally, we recommend against this for several good reasons.
First, some background information. [Or, if you are already familiar with IoT, skip ahead to the Why Not to Build section below].
What is the Internet of Things?
The Internet of Things (IoT) is the process of pulling data from sensors on equipment or other devices, moving it over the internet, adding other data from external systems, and then transforming that data into valuable information.
IoT converts physical action and data into digital data. A sensor detects a certain type of activity on a piece of equipment. That "activity" is transformed into a digital signal, and then sent over the wire to a collection point, and then pushed on into the IoT software platform. The platform is where the data is transformed into valuable information through processing, adding other data from external systems, often run through machine learning algorithms, and then displayed to end-users.
Some uses of IoT:
- IoT solutions allows companies to monitor and manage activities in various areas of the business, such as the condition of machines
- IoT allows physicians to monitor the heartbeats and respiration of babies in-home and allows parents to maintain a warm home environment to allow babies to develop.
- IoT can tell you what food is in your refrigerator and then automatically order missing items from your grocery store for delivery.
What is an IoT software platform?
An IoT software platform is the place where the data transforms into valuable information. There are a number of components in the platform, as follows.
- Software: The software contains the data and cyber model and orchestrates various parts of the software platform. It also provides the visualization, and often the capability for end-users (not only software developers) to configure the system or make changes to the system.
- Data processing and storage: When data comes into the platform, data must be processed and then stored.
- Analytics: A lot of the transformation of the data into valuable information happens in the analysis of the data. This analysis can include basic descriptive statistics all the way up to machine learning algorithms for predictive analytics.
- Interface to External Systems: Any good software platform must be open such that it can interface with other systems. Part of the value of IoT comes from data other than the data from equipment and other devices.
- Security: Security is increasingly important to protect the company's intellectual property. The IoT software platform should provide strong protection for data at rest (in storage) as well as in motion (moving over the network and into the platform).
Why Not Build an IoT platform
Now, imagine creating a tool from scratch that does everything described above? The project would be immense, long, expensive, and likely experience the unfortunate issues and delays too many software projects experience unless you have the right team and leadership running the software project.
It's analogous to building your own ERP (Enterprise Resource Planning) system. We talk with a lot of manufacturing companies, and out of the hundreds I can think of only 3 companies that have a custom ERP system, all of which are now being replaced; two because they are old and inflexible, and one because the company truly is unique and no other system did what they needed.
There are a lot of ERP systems to select from and many of them provide virtually the same features and benefits because the needs of manufacturers are often very similar.
This same principle applies to IoT software platforms. IoT is about pulling data from sensors on equipment, moving that data over the internet, adding other valuable data to it, and converting it to valuable information. This means the needs of different companies are often very similar. Additionally, at a high level, the components of systems are frequently the same.
When needs are the same, and there are a lot of similar systems that can provide the required features and benefits, it's likely that there is an IoT software platform out there that will provide what a company needs.
Which System to Use?
We are believers in choosing the platform that best fits your needs. We provide IoT solutions using either or both the Microsoft Azure IoT platform and the PTC ThingWorx suite of IoT products.
If you have questions or are looking at either Azure or ThingWorx, please call us at 412-923-3002. We'd be happy to provide a free consultative meeting with recommendations.


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Title: Gone Girl
Author: Gillian Flynn
Published: 1st published January 1st 2012, Broadway Books
Genre: Mystery, Thriller, Suspense
Pages: 560
My Rating: 5/5 stars
Description from Goodreads:
On a warm summer morning in North Carthage, Missouri, it is Nick and Amy Dunne's fifth wedding anniversary. Presents are being wrapped and reservations are being made when Nick's clever and beautiful wife disappears from their rented McMansion on the Mississippi River. Husband-of-the-Year Nick isn't doing himself any favors with cringe-worthy daydreams about the slope and shape of his wife's head, but passages from Amy's diary reveal the alpha-girl perfectionist could have put anyone dangerously on edge. Under mounting pressure from the police and the media–as well as Amy's fiercely doting parents–the town golden boy parades an endless series of lies, deceits, and inappropriate behavior. Nick is oddly evasive, and he's definitely bitter–but is he really a killer?
As the cops close in, every couple in town is soon wondering how well they know the one that they love. With his twin sister, Margo, at his side, Nick stands by his innocence. Trouble is, if Nick didn't do it, where is that beautiful wife? And what was in that silvery gift box hidden in the back of her bedroom closet?
My Thoughts on the Book:
I think most bookworms have probably read Gone Girl by Gillian Flynn by now, so I'll keep this review a fairly short one. I read this novel when it first came out and I enjoyed it just as much the second time around this year. I decided to read Gone Girl again before I watched the movie. I know, the movie has been out for ages, but I'm really bad at watching movies the second that they are released these days!
I thought that Amy was such a fascinating character. The more I read of her, the more interesting she became. What a psycho, hey! But then when you learn more about her parents and their books, 'Amazing Amy,' you can kind of understand how she became so crazy. I know that if my parents were writing about my amazing alter ego with all of the jabs the seemed to direct at Amy I'd probably go a bit loco too.
The twist in Gone Girl is why I had to give this novel 5 stars. When I read Gone Girl the very first time I had no idea what was coming. I love a novel with a good twist! I was surprised that I still felt a little bit shocked by the complete 180 on my second reading. I felt this was because it was done so well and I'd been sucked into the story so deeply all over again. Gillian Flynn is definitely a skillful story teller and I am looking forward to reading her other novels. I haven't read them yet, so no spoilers please!
View at Amazon
View at Goodreads
My Thoughts on the Movie:
My Rating: 3/5 stars
Ok, so in my opinion, Gone Girl is 110% a novel that you must read before you watch the movie. The diary style, first person narrative, is what really made the novel work for me. I find that this kind of narrative never translates well in movies (in my opinion) and they had to cut a lot of it out of course.
Ben Affleck as Nick didn't work for me either. Nick frequently tells us in the novel that he is so classically handsome that he has to work hard to convince people that he's not a jerk. I really don't think Ben Affleck fits that description. He's not bad looking, but he doesn't look or seem like Nick to me at all.
On the other hand, Rosamund Pike was the perfect, or amazing if you like, Amy. She was definitely my favourite part of the entire movie. It's funny, because I would have thought that Amy would have been the most difficult character to cast, but Rosamund Pike was exactly how I expected her to be.
I did enjoy the Gone Girl movie, but definitely not as much as I loved the novel.
View at Amazon
View at IMDb


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The United Nations Population Fund (UNFPA) requires the provision of Support to Ministry of Health (MoH) for Pilot Implementation on the Outreach and Peer Support Programme for Prevention of HIV among Intimate Partner Transmission. The UNFPA Indonesia Country Office (CO) in collaboration with the MoH will engage an institution to work on the pilot implementation of the HIV prevention among intimate partner in 5 cities in Indonesia (West Jakarta, Bandung, Denpasar, Surabaya, Makassar). This consultancy work will look into HIV prevention programme particularly on outreach targeting key population and psychosocial support programme for PLHIV, strategy formulation to reach intimate partners including data collection and reporting, and increase the capacity of NGOs to prevent sexual transmission among intimate partners.
This Request for Quotation is open to all legally-constituted companies that can provide the requested services/works and have legal capacity to perform in the country, or through an authorized representative.
Description of services and requirements as stated in the attached RFQ document.


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My late friend and mentor David Lloyd, the San Diego beefcake photographer, liked to tell me that I should author a play based on the life of Dr. Alfred Kinsey. On the other side of the Atlantic, Mark Simpson had an idea of his own for a musical based on The Kinsey Report itself!
There's something of a thread here . . .
Scottish alt.popstar Nick Currie, aka Momus, was just in Seattle performing material from his new album FOLKTRONIC. In one song, "Psychopathia, SX" Nick imagines himself a 1940′s hillbilly stationmaster receiving a certain famous sex researcher:
Puffing round the railway track here comes the evening train / Bringing Dr. Kinsey back to talk with us again. . . .
The last MP3 I downloaded from Napster was from 1948: "Ooh, Dr. Kinsey!" by Martha Raye — a singer remembered for her "willingness to travel to the 'ends of the earth' to see soldiers."
The Haworth Press has just repackaged my all-time favorite of their backlist titles: BAD BOYS & TOUGH TATTOOS: A SOCIAL HISTORY OF THE TATTOO WITH GANGS, SAILORS, AND STREET-CORNER PUNKS by the late Sam Steward, AKA porn writer Phil Andros. In the early 1950s, Dr. Steward quit his career as a professor to open up a tattoo shop catering especially to Navy "boots." BAD BOYS grew out of a journal he kept at the urging of a friend and former colleague, who sometimes stopped in to visit. . . .
"When Kinsey was observing in the shop I always used
my best lines of patter to steer the customers into his
areas of interest. This was not hard to do, since hope
springs eternal in the human genitalia, especially those
of sailors. . . . "
When the freshly redesigned BAD BOYS arrived in the mail last week, I was pleased. And proud; I'd had the honor of selecting the vintage photo for this cover.


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Very good image !! Your composition is very interesting.
5 Dec 2008 3:22am
I like this night shot. Cheers.
6 Dec 2008 11:08am
Should you take the blue pill or the red pill
9 Dec 2008 9:45pm
Ez nagyon érdekes kép lett. (jó kis buli lehetett)
11 Dec 2008 4:27pm
Add your comment ...
NIKON D802/5 secondsF/4.2ISO 32011 mm
party men slow rear-flash
Photography by bm © 2022
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12 V Cordles Screwdriver is broadly used in the packaging, furniture producing and interior applications. This gamut is designed in a thick capacity which gives a smooth performance and perfect hand gripping to hold for longer hours. It is also helpful for wood decking, cement board, metal framing and others.
PRAVIN MACHINE TOOLS All Rights Reserved.(Terms of Use)
Developed and Managed by Infocom Network Private Limited.


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Welcome to our newfangled Adventure of the Week series. From here on out, each Wednesday we'll take a walk (or hike, bike, ski, surf, climb) in someone else's shoes, from pro athletes to local Tahoe adventurers. Former Tahoe Mountain Sports staffer extraordinaire Nathaniel bats first in our line-up:
WHAT: Backcountry skiing on Mt. Shasta
WHEN: Friday July 2, 2010
Even with the 4th of July weekend coming up I wasn't ready for the 09/10 ski season to be over. This time of year in California you can go hunt patches around Tahoe, deal with long, melted-out approaches on the Eastside, or you can go hit one of the premier backcountry ski peaks in the whole U.S., Northern California's Mt. Shasta.
Its a big and intimidating mountain, and I was glad to go with Shane, a very experienced backcountry skier who has summited Shasta over a dozen times. Our route was the Hotlum-Wintun ridge, a very aesthetic 7,000 vertical foot route on east side of the mountain…
With the great snow year we had, the dirt roads leading to the Brewer Creek trailhead on the east side of Mt. Shasta are just now melting out completely. We were hoping to drive all the way to the trailhead, or at least close, but we found snow blocking our way at only 6,400 feet, still a couple miles from the summer trailhead. To cover the extra distance and not summit too late in the day we got an early start at 4:30am. The first couple miles consisted of hiking over patches of snow alternating with dirt road. As we approached the treeline, we got our first great views of the peak in alpenglow. We switched over to skinning as soon as there was enough snow and made our way up through the sun cups.
It was nice to get above treeline, but we still had a very long way to go to reach the 14,162-foot summit. As the sun rose higher, a breeze kicked up which helped save us from completely baking in the July sun. I was actually very comfortable in my Icebreaker Bodyfit 200 base layer and Patagonia Traverse light softshell most of the way up, although I did throw my hard shell over the top when things got more windy high on the mountain. We skinned up to approximately 11,000 feet where a steep and firm slope made us switch over to crampons and ice axes. From there, the final 3,100 feet of climbing were strenuous, but I finally summited at around 1:30pm. It was cold and windy on the summit with some clouds, so we didn't hang around long. But needless to say that the views were pretty awesome sitting on top of a mountain that rises 10,000 vertical feet above the valley.
We quickly switched over to skis and started back down. The snow was a little refrozen and heavy directly off of the summit but softened nicely as we descended. The east faces were firm, so we stuck to a southeast aspect and enjoyed perfect corn snow for a large part of the run.I was glad I carried my Black Diamond Zealots all the way up there when I got to open it up on a smooth and soft 40-degree slope.
All in all, it was an awesome day, on a classic line. There are not many places you can sky 5,000 vertical feet of great corn snow from the summit of a 14,000-foot peak. It's truly a special place, and I can't wait to return next year.
GEAR: Black Diamond Zealot skis, Icebreaker Bodyfit 200 base layer, Patagonia Traverse light softshell


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Print advertising helps to sell products and services, and QR codes make that process and strategy more successful. We help take readers to your online shopping cart, a survey, comment page or donation form.
Column, word count and page constraints are no longer limitations or impediments. Customers and visitors go directly to your preferred location to learn more about your products, and services, including instructional videos.


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1 Comment
March 18, 2021
Rohit kumar
the taxtalkonline portal for tax news, update, judgment, article, circular, income tax, gst, notification Simplifying the tax and tax laws is the main motto of the team tax talk, solving
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Uttar Pradesh Deputy Chief Minister Keshav Prasad Maurya on Tuesday said that "Ram, Rashtra and Roti" are complementary to each other and asserted that the Lord Ram temple here will symbolise and strengthen "national unity".
He spoke to PTI in an interview a day before the "bhoomipujan" for the Ram temple here.
"I am of the view that Ram, Rashtra (nation) and Roti (food) are complementary to each other. The temple which is going to be built at Ram Janmabhoomi marks the culmination of a nearly 500 year old battle in which a countless number of Ram bhakts attained martyrdom," Maurya said.
The Ram temple movement in the past had assumed such a shape that virtually the entire country was linked to it, he said, adding that when someone sees the issue through the Hindu-Muslim prism, he tells them that it should not be seen from this point of view.
"After fighting the British, we got Independence on August 15, 1947. In the same way, I feel that November 9, 2019, is equally important as it is when the Supreme Court, through its judgement, paved the way for construction of Ram temple in Ayodhya.
"But, now August 5 has become even more important, because from this day the work of building a grand temple for Lord Ram will commence," Maurya said.
Asked whether he considers the Ram temple movement at par with the freedom struggle, he parried a direct reply and said, "A grand temple for Ram Lalla is going to be built, and it will be a strong temple for the country which will symbolise national unity. This will strengthen national unity, and divisive forces will be isolated."
On leaders of opposition parties attacking the BJP on going ahead with the "bhoomipujan" on August 5, Maurya said, "There are a number of leaders who are giving unsolicited advice. These people are pained and peeved over the process of construction of Ram temple.
"These were the people who mocked us by coining slogans like 'Ramlalla hum aayenge, Mandir wohi banaayenge, taareekh nahi bataayenge' (Lord Ram, we will come and build the temple, but not tell the date of its construction). These were the people who had also questioned the existence of Ramsetu," he said.
He also said that things are moving as per the wish of Lord Ram, and no one should try to create any roadblock nor try to give any advice.
Maurya's statement assumes importance in the backdrop of CPI MP Binoy Viswam's letter to Union minister Prakash Javadekar, opposing the telecast of the foundation stone-laying ceremony for the temple on Doordarshan as it would be "contrary to the accepted norms of national integrity".
Maharashtra Chief Minister Uddhav Thackeray too had said the ceremony can be conducted through video-conference in the wake of the COVID-19 pandemic.
"An e-bhoomi pujan can be done. The ground-breaking ceremony can be held through video-conference. This is an event of joy, and lakhs of people would be interested in attending the ceremony. Will we allow the spread of coronavirus?" Thackeray had said.
NCP chief Sharad Pawar had said some people think building a temple will help eradicate the COVID-19 pandemic.
"Eradication of COVID-19 is the priority of the Maharashtra government, but some people think constructing a temple will help in its mitigation," Pawar had told reporters.


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Below are links to some of the documents I've written and edited, including news articles, feature articles, and press releases. Most links take you to the writing in HTML format, but some take you to a page where you can download a PDF. I can also mail or fax hard copies of samples. To learn more about my books, please see my Books page.
The San Francisco Chronicle Magazine
Pieces of Ourselves: Some bonds are stronger than others
ASU Research Magazine
Tiny Tasty Tunes: Sensing the World One Molecule at a Time
Nurturing Future Scientists (Sidebar: Finding an Undergraduate Research Niche)
Harvey Mudd College Bulletin
Stanford Medicine Magazine
It takes patients: Clinical trials researchers straddle worlds of research and patient care
DNA Cocktails and Dreams: Patient-specific treatment for autoimmune diseases might soon be reality
Press releases
New Study Suggests Virus Uses Pressure to Sense when Full of DNA
Overlapping genetic and archaeological evidence suggests neolithic migration, say Stanford researchers
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Entries are currently been submitted for the TWAS Prizes for Developing Countries Scientists, 2022, the eligible person is by this notice invited to hurry and apply!
The World Academy of Sciences (TWAS) is awarding eight prizes of USD 15,000 each to individual scientists who have been working and living in a developing country for at least ten years.
Each prize is accompanied by a medal. Nominations of women scientists are particularly encouraged. The selection of the awardees is made on scientific merit and on the recommendations of the selection committees composed of TWAS members. Full details:
More About the TWAS Prizes for Scientists in Developing Countries
Level/ Field of Study
Prizes are available to individual scientists in developing countries who are in any of the following fields of science: agricultural sciences, biology, chemistry, earth sciences, engineering sciences, mathematics, medical sciences, and physics.
Host Nationality
The TWAS Prizes for Scientists in Developing Countries is hosted in Italy.
If you are an international student and you desire to study in Italy. Check out the best scholarships obtainable for study in Italy.
Scholarship Benefits
Each year the Academy awards eight TWAS prizes of USD10, 000 each. Each prize is accompanied by a medal.
Scholarship Number
About Eight to Nine TWAS prizes will be awarded.
Eligible Nationality
TWAS Prizes for Developing Countries Scientists are targeted for Applicants of developing countries (Bangladesh, Bolivia, Colombia, Costa Rica, Cuba, Guatemala, Iran, Isl. Rep., Jordan, Kyrgyzstan, Mongolia, Nepal, Pakistan, Panama, Peru, Philippines, Sri Lanka, Syria, Thailand, Trinidad, and Tobago.
Read also if you wish to study outside your home country Simple and Detailed Answers about Applying and Winning a Scholarship
Eligibility for the TWAS Prizes
The following criteria must be met in order for applicants to be eligible for the scholarship:
- Candidates for TWAS Prizes for Developing Countries Scientists must be scientists who have been working and living in a developing country for at least ten years immediately prior to their nomination. They must meet at least one of the following qualifications:
- Scientific research achievement of outstanding significance for the development of scientific thought.
- Outstanding contribution to the application of Science and Technology to the industry or to human well-being in a developing country.
- Members of TWAS and candidates for TWAS membership are not eligible for TWAS Prizes.
- Self-nominations will not be considered.
- TWAS is inviting nominations from all its members as well as science academies, national research councils, universities, and scientific institutions in developing and developed countries.
- Nominations must be made on the nomination form and clearly state the contribution the candidate has made to the development of the particular field of science for which the prize would be awarded.
- The nominee's CV and her/his complete list of publications are also required.
- Nominations of women scientists and scientists from scientifically lagging countries are particularly encouraged.
- The re-nomination of a previously declined candidate shall be accepted only if it bears substantially new elements for judgment.
The names of the winners will be announced on the first day of the TWAS 26th General Meeting.
Application Procedure for the TWAS Prizes
How to nominate a scientist
- The organizations intending to award TWAS prizes for young scientists in their respective countries will be requested to sign an agreement of collaboration with TWAS outlining the rules and regulations governing the scheme.
- Candidates eligible for the prizes should be no older than forty years of age at the time of winning the prize; hold at least a Master's degree; have a good record of research publications in internationally recognized journals; be living and working in the country of the awarding organization.
- Nominations of women scientists are particularly encouraged.
- A committee of eminent scientists in the country — including TWAS members, where applicable — should be formed for selecting the prize winners. Names of committee members should be sent to TWAS for information.
- The awarding organizations should send a complete profile of the selected nominees to TWAS, providing details on their achievements together with curriculum vitae and list of publications. Approval of TWAS is required before announcing the names of the winners.
- The prize should be presented to the awardees by a high-ranking public figure (e.g., head of state/government, minister of science and technology) at a special ceremony.
- The prize money will be provided by TWAS to the awarding organization in the form of a cheque made out in the name of the awardees.
For more Information about TWAS Prizes for Developing Countries Scientists
Application Deadline for the TWAS Prizes
The deadline for the application is 12 May 2022
Inquiries and completed nomination forms should be addressed to:
TWAS Prizes for Young Scientists
ICTP Campus
Strada Costiera 11
34151 Trieste
Italy Phone: +39 040 2240 427
Contact email:
Application forms and guidelines can be download from the official website
It is important to read the application procedure and visit the official websites (link found below) for detailed information on how to apply for this scholarship.
We also recommend other scholarship opportunities.
- OFID Scholarship for Egyptian Students
- 24 fully-funded scholarships for developing countries
- World Bank Short Courses for Developing Countries [UPDATED]
- International Undergraduate scholarships for Angola Students [UPDATED]
- Best Basketball Scholarships for Developing Countries
- 230 Fully-funded Commonwealth Shared Scholarships for Students from Developing Countries
- 17 Czech Republic Government Scholarship for Developing Countries
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