learnbyexample / py_resources

Collection of Python learning resources

Python resources for everybody

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. Understanding 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
  • Exception handling
  • Iterables, Generators, Yield, Itertools
  • Lambda
  • Lists and comprehensions
  • Logging
  • Memoization
  • OS interaction
  • Pattern matching
  • Profiling code and speeding up Python
  • Python Packaging
  • Regular Expressions
  • Socket Programming
  • Standard library
  • Type annotations
  • Virtual Environments
• 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 domains
• Miscellaneous
  • Blogs
  • Modules and applications
  • Newsletters
  • Podcasts
  • Python learning lists

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
• canva — poster
• pngquant, svgcleaner — for optimizing images

License

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