Preface

About

This is a collection of Python learning resources. Many of the resources, especially the beginner ones, are free.

For a curated list of frameworks, libraries, software, etc, see awesome-python

See also: My collection of curated resources for computer science, programming and related topics.

Disclaimer and Disclosure

I don't have personal experience with majority of the resources mentioned here. I have collected them from various recommendation threads on Reddit, Hacker News, Stackexchange sites, Twitter, GitHub, etc.

Python re(gex)?, 100 Page Python Intro and Practice Python Projects are my own books.

Table of Contents

• Beginner resources
  • New to programming
  • New to Python
  • Courses with certificates
  • Exercises
  • Projects
  • Debugging
  • Tools, IDE and Text Editors
  • Cheatsheets
  • Documentation and getting help
• Specific features
  • Abstract Syntax Trees
  • Async and concurrency
  • Command line applications
  • Context managers
  • Decorators and closures
  • Iterables, Generators, Yield, Itertools
  • Lambda
  • Lists and comprehensions
  • Memoization
  • OS interaction
  • Pattern matching
  • Profiling code and speeding up Python
  • Regular Expressions
  • Type annotations
  • Virtual Environments and Packaging
• Intermediate to Advanced resources
  • Intermediate
  • Python talks
  • Testing
  • Algorithms and data structures
  • Design patterns
  • Advanced
• Domain specific resources
  • Bioinformatics
  • Data Science and Data Analysis
  • GUI and Games
  • Machine Learning
  • Robotics and Computer Vision
  • Scientific computing
  • Web development
• Miscellaneous
  • Blogs
  • Modules and applications
  • Newsletters
  • Podcasts
  • Python learning lists

learnbyexample weekly

I publish learnbyexample weekly every Friday, for free:

• Article of the week
• Resources
• Programming Deals
• Tip of the week
• Tools
• and more...

Acknowledgements

• mdBook — for converting markdown to web version
• mdBook-pagetoc — for adding table of contents
• minify-html — for minifying html files
• Warning and Info icons by Amada44 under public domain
• Inkscape — favicon
• svgcleaner — for optimizing images

License

This work is licensed under a Creative Commons Zero v1.0 Universal License