Python 是近年来最受欢迎的编程语言之一。它的易读性、易学性和可扩展性深受开发者喜爱，并且被广泛地应用在数据挖掘和机器学习等领域。合适的 Python 学习资源是开发者的入门必备。在 GitHub 上有一个宝藏资源可以让你从入门到精通，它是一个 Python 免费在线书籍的合集，涵盖了多个应用领域。

项目地址：

更多电子书私信小编01即可

项目作者表示自己曾分享免费电子书《Problem Solving with Algorithms and Data Structures using Python》，深受社区内开发者的欢迎，这引发了作者共享学习资源的兴趣。为了方便更多开发者的学习和交流，项目作者整理收集了多本免费 Python 书籍，并将其在 GitHub 上开放共享。

书籍列表

该项目中共享的书籍包含入门级、进阶级、高级等多个级别，涵盖机器学习、数据科学、Web 开发等多个领域的 Python 应用。

入门级

《100 Page Python Intro》《A Byte of Python》《Code With Repl.it: Python Projects for Beginners》《Exploring Python Basics》《Full Speed Python》《Learn Python the Right Way》《Non-Programmer's Tutorial for Python 3》《Python 101》《Slither Into Python》

进阶级

《Boxes: Your Second Python Book》《Intermediate Python》《Python re(gex)?》《Python Tips: Intermediate Python》

高级

《A Python Book: Beginning Python, Advanced Python, and Python Exercises》《Python 3 Patterns, Recipes and Idioms》《Python Notes for Professionals》

人工智能与机器学习

《Machine Learning from Scratch: Derivations in Concept and Code》《Natural Language Processing with Python》《Neural Networks and Deep Learning》《Probabilistic Programming & Bayesian Methods for Hackers》

计算机科学

《Annotated Algorithms in Python - With applications in Physics, Biology, and Finance》《How to Think Like a Computer Scientist: Interactive Edition》《Problem Solving with Algorithms and Data Structures using Python》《Think Python: How to Think Like a Computer Scientist》

软件工程

《Architecture Patterns with Python: Enabling Test-Driven Development, Domain-Driven Design, and Event-Driven Microservices》《Clean Architectures in Python: A practical approach to better software design》《Object Oriented Programming with Python: Learn essentials of OOP with Python 3》《Test-Driven Development with Python》《The Hitchhiker’s Guide to Python!》《The Little Book of Python Anti-Patterns》

图形用户界面

《Create Simple GUI Applications》

工具类

《Automate the Boring Stuff with Python》

Web开发

《Create a Simple Flask Application with Cloud9, Heroku and MongoDB》《Zero to production web apps》

数据科学

《Data Science in Production: Building Scalable Model Pipelines with Python》《Effective Pandas》《Python for Everybody: Exploring Data In Python 3》

泛科学类

《Getting Started With Python In The Lab: An Introductory Python Tutorial For Life Scientists》《Python Data Science Handbook》《Python for Astronomers: An Introduction to Scientific Computing》《Python & OpenGL for Scientific Visualization》《Python for Scientists and Engineers》

Jupyter Notebook

《Teaching and Learning with Jupyter》

工程类

《PySDR: A Guide to SDR and DSP using Python》

密码学

《Cracking Codes with Python》

游戏类

《Coding Games With Pygame Zero & Python》《Invent Your Own Computer Games with Python》《Learn Python With Arcade Academy》《Making Games with Python & Pygame》《Program Arcade Games With Python And Pygame》

其他

《101+ Free Python Books》《Free Programming Books: Python》《Free Python books - pythonbooks》《Legally Free Python Books List》

感兴趣的小伙伴快收藏这个宝藏资源，学起来吧！