---
year: 2
title: INF2-FDS - Foundations of Data Science
course-acronym: inf2-fds
---

(New course: Details are sparse. Please contribute!)

100% coursework (across one "coursework", one essay, one "project repo" and two tests)

- **General Reading**
  - [*Computational and Inferential Thinking*](https://www.inferentialthinking.com/chapters/intro) by Ani Adhikari and John DeNero
  - [*An Introduction to Data Ethics*](https://www.scu.edu/media/ethics-center/technology-ethics/IntroToDataEthics.pdf) by Shannon Vallor et al.
  - *Modern Mathematical Statistics with Applications* by Devore & Berk
- **Basic Tutorials**
  - [Python](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2015/tutorials/t1a_intro_to_python.html)
  - [Numpy](https://cs231n.github.io/python-numpy-tutorial/#python)
  - [Jupyter Notebooks](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2015/tutorials/t0b_intro_to_jupyter_notebooks.html)

---
year: 2
title: INF2-FDS - Foundations of Data Science
course-acronym: inf2-fds
---

(New course: Details are sparse. Please contribute!)

100% coursework (across one "coursework", one essay, one "project repo" and two tests)

- **General Reading**
  - [*Computational and Inferential Thinking*](https://www.inferentialthinking.com/chapters/intro) by Ani Adhikari and John DeNero
  - [*An Introduction to Data Ethics*](https://www.scu.edu/media/ethics-center/technology-ethics/IntroToDataEthics.pdf) by Shannon Vallor et al.
  - *Modern Mathematical Statistics with Applications* by Devore & Berk
- **Basic Tutorials**
  - [Python](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2015/tutorials/t1a_intro_to_python.html)
  - [Numpy](https://cs231n.github.io/python-numpy-tutorial/#python)
  - [Jupyter Notebooks](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2015/tutorials/t0b_intro_to_jupyter_notebooks.html)
- **Cheatsheets**
  - [Cheatsheets](https://drive.google.com/drive/folders/1SyHlfy7rdfcOZQMWEdLa9SgFyzU7_2l2?usp=sharing)  

Add cheatsheets section to FDS
Add cheatsheets section to FDS