Getting Started
Resources for beginners to learn Python fundamentals
The Python Resource Directory
Hand-picked tutorials, libraries, tools, books, and communities to help you master Python — from first script to production AI.
123 curated resources9 categoriesUpdated weekly
Browse by Category
Data Science & ML
Libraries and tools for data analysis and machine learning
Web Development
Frameworks and tools for building web applications
Tools & Libraries
Utility libraries and development tools
Books
In-depth learning through published works and e-books
Video & Podcasts
Visual and audio learning resources for on-the-go learning
Community & News
Stay connected with the Python community and latest news
AI & Agents
Frameworks and tools for building AI applications and agents with Python
Hardware & Embedded
Python for microcontrollers, boards, and embedded/IoT projects
Featured Resources
Mojo
Python-syntax systems language for GPU/CPU performance on AI workloads, from Swift/LLVM architect Chris Lattner — hit 1.0 and went open source in August 2026
Django REST Framework
The standard toolkit for building Web APIs on top of Django, with serialization, auth, and browsable docs built in
DSPy
Stanford’s framework for programming — not prompting — language models, with automatic prompt optimization
Streamlit
Turn Python scripts into shareable web apps and dashboards with no frontend code required
ArjanCodes
YouTube channel focused on software design patterns, clean code, and Python best practices — highly regarded by intermediate and advanced developers
Black
The uncompromising Python code formatter — produces consistent output with no configuration debates, adopted as the de facto standard by most major projects
Recently Added
Pyrefly
Meta’s fast Rust-based Python type checker and language server, the default checker for Instagram’s Python codebase and now at a stable 1.x release
Pyright
Microsoft’s fast, standards-based static type checker for Python — a command-line tool and VS Code extension, and the engine behind Pylance
ty
Astral’s extremely fast Rust-based Python type checker and language server, from the makers of uv and Ruff — currently in beta
CircuitPython
Adafruit’s beginner-friendly fork of MicroPython for microcontrollers — drag-and-drop USB workflow, no compiler or upload step required
MicroPython
Lean Python 3 implementation for microcontrollers — faster than CircuitPython and supports interrupts and threading, with broader raw board support
Mojo
Python-syntax systems language for GPU/CPU performance on AI workloads, from Swift/LLVM architect Chris Lattner — hit 1.0 and went open source in August 2026