Official DocumentationAll Levels
🌐 Web ResourcePython Official Documentation
The official documentation for Python. Comprehensive and authoritative.
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- TensorFlow
- Jupyter
- Anaconda
- Scikit-learn
- PostgreSQL
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Featured Resources
Hand-picked tools, courses, and documentation to accelerate your Python journey.
TutorialsAll Levels
🌐 Web ResourceReal Python
In-depth tutorials and articles for all Python skill levels. One of the highest quality tutorial sites.
BooksBeginner
📄 PDF BookPython 3 For Absolute Beginners
This book is a comprehensive introduction to programming and Python. It is aimed at students and adults who want to use Python as a first programming language. No prior programming experience is assumed, but students will be expected to work through all of the chapters to get the most out of the material.
CoursesBeginner
🎓 Interactive CourseCS50's Introduction to Programming with Python
Harvard University's introduction to programming using Python, focusing on problem-solving.
YouTube ChannelsIntermediate
🎥 Video SeriesCorey Schafer
Excellent YouTube channel featuring tutorials on Python, Django, Flask, and more.
YouTube ChannelsBeginner
🎥 Video SeriesCodeflowRecords
Programming tutorials, coding projects, and developer content from the creator of PyDisciple.
Cheat SheetsBeginner
📋 PDF SheetBeginners Python Cheat Sheet
This comprehensive cheat sheet covers essential Python concepts for beginners, including syntax, control flow, functions, and common libraries. It’s perfect for quick lookups while you’re learning.
Official DocumentationAll Levels
🌐 Web ResourceNumPy Documentation
The official documentation for NumPy. Comprehensive and authoritative.
Official DocumentationAll Levels
🌐 Web ResourcePandas Documentation
The official documentation for Pandas. Comprehensive and authoritative.
Official DocumentationAll Levels
🌐 Web ResourceMatplotlib Documentation
The official documentation for Matplotlib. Comprehensive and authoritative.
Official DocumentationAll Levels
🌐 Web ResourceSeaborn Documentation
The official documentation for Seaborn. Comprehensive and authoritative.
Official DocumentationAll Levels
🌐 Web ResourceStatsModels Documentation
The official documentation for StatsModels. Comprehensive and authoritative.
Official DocumentationAll Levels
🌐 Web ResourceScikit-Learn Documentation
The official documentation for Scikit-Learn. Comprehensive and authoritative.
Official DocumentationAll Levels
🌐 Web ResourcePyTorch Documentation
The official documentation for PyTorch. Comprehensive and authoritative.
Official DocumentationAll Levels
🌐 Web ResourceTensorFlow Documentation
The official documentation for TensorFlow. Comprehensive and authoritative.
Official DocumentationAll Levels
🌐 Web ResourceKeras Documentation
The official documentation for Keras. Comprehensive and authoritative.
Practice WebsitesBeginner
🌐 Web ResourceHackerRank
Interactive platform for beginners and intermediates to practice Python built-ins, standard modules, and basic data structures.
Practice WebsitesIntermediate
🌐 Web ResourceCodewars
Achieve code mastery through gamified challenges (Katas). Train on Python and compare elegant, idiomatic solutions with the community.
Practice WebsitesAll Levels
🌐 Web ResourceExercism
100% free, test-driven coding exercises with human mentor feedback to write clean and idiomatic Pythonic code.
ToolsAll Levels
🌐 Web Resourceuv
An extremely fast Python package and project manager written in Rust. Replaces pip, pip-tools, and virtualenv with 10-100x speedups.
ToolsAll Levels
🌐 Web ResourceRuff
An extremely fast Python linter and code formatter written in Rust. Replaces Flake8, Black, isort, and more with instant execution.
ToolsBeginner
🌐 Web ResourceGoogle Colab
Cloud-hosted Jupyter notebook environment requiring zero setup and offering free access to GPUs and TPUs for machine learning and data analysis.
ToolsBeginner
🌐 Web ResourceVS Code (Python Extension)
Lightweight, customizable code editor with rich Python support including IntelliSense, debugging, linting, and built-in Jupyter support.
YouTube ChannelsBeginner
🎥 Video SeriesfreeCodeCamp.org
Massive library of free, comprehensive Python masterclasses covering fundamentals, data science, and web development.
YouTube ChannelsBeginner
🎥 Video SeriesCodeWithHarry
Popular Hindi programming channel featuring in-depth 100 Days of Code Python series, projects, and interview preparation.
YouTube ChannelsIntermediate
🎥 Video SeriesCampusX
Exceptional Hindi content dedicated to Python for Data Science, Machine Learning, Deep Learning, and end-to-end AI pipelines.
GitHub RepositoryAll Levels
🌐 Web ResourceAwesome Python
A curated list of awesome Python frameworks, libraries, software and resources. The definitive community-maintained index for discovering Python packages across every domain.
GitHub RepositoryIntermediate
🌐 Web ResourceTheAlgorithms / Python
All algorithms implemented in Python — sorting, searching, graph traversal, dynamic programming, and more. Great for interview prep and learning CS fundamentals through readable code.
Colab NotebooksBeginner
🌐 Web ResourcePython, NumPy & Pandas Crash Course
An interactive Google Colab notebook by freeCodeCamp covering Python fundamentals, NumPy array operations, and Pandas DataFrames — runnable in-browser with no local setup required.
Colab NotebooksIntermediate
🌐 Web ResourceGoogle ML Crash Course — Colab Exercises
Official Google Machine Learning Crash Course notebooks. Walk through linear regression, classification, neural networks, and more using TensorFlow and scikit-learn, all inside Colab.
NotesBeginner
🌐 Web ResourcePython Basics — Complete Study Notes
Comprehensive beginner study notes covering Python syntax, variables, data types, conditionals, loops, functions, and modules. Ideal as a concise reference while following any Python course.
NotesIntermediate
🌐 Web ResourcePython OOP — Object-Oriented Programming Notes
Detailed notes on Python's object-oriented programming model: classes, objects, inheritance, encapsulation, polymorphism, dunder methods, and dataclasses — with clear examples throughout.