https://learnbyexample.github.io/py_resources/ is a collection of Python learning resources. Many of the resources, especially the beginner ones, are free.

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

⚠️ I don't have personal experience with majority of the resources mentioned, but have seen them recommended elsewhere. Python re(gex)?, 100 Page Python Intro and Practice Python Projects are my own books.

• 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

• 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

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