Python
Good Repo
Get Started
- Learning Python: From Zero to Hero
- A List of Non Trivial Python Exercises
- The Hitchhiker’s Guide to Machine Learning in Python
- API Design: Think First, Code Later
- Python FAQ: Why should I use Python 3?
NumPy
- From Python to Numpy
- Exploring Line Lengths in Python Packages
- NumPy Tutorial: Data analysis with Python
Data Analysis
- Exploring United States Policing Data Using Python
- How to Generate FiveThirtyEight Graphs in Python
- Data mining and algorithms
- An Introduction to Stock Market Data Analysis with Python (Part 1)
Books
- 计算与推断思维 中文版
- Computational and Inferential Thinking
- Learn Python the Hard Way
- Automate the Boring Stuff with Python
- Mastering Python for Data Science
- Hacking Secret Ciphers with Python: A beginner’s guide to cryptography and computer programming with Python
- The Hitchhiker’s Guide to Python!
- Scipy Lecture Notes
- Welcome to Python cheatsheet