Useful Links
A collection of links to other resources that may be useful for the course
Bash / Command Line
GitHub and Git
- Overview
- Codecademy : git course
- Note that these codecademy links are for paid courses - but there is a free trial.
- Jake Vanderplas jupyter notebook / git videos
- Great set of short video tutorials on doing a simple data analysis with jupyter notebooks, and how a git workflow works.
Python
- Transforming code into beautiful, idiomatic Python
- Written for Python2, but the ideas translate well to python3
- Python anti-patterns
- Pedigo’s personal opinions on Python dev
- Codecademy : python3 course
- Official python documentation
- Coding practices for sklearn