awesome-python-books/README.md

# Awesome Python Books [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

> Directory of Python books

## Zero Basis
- *A Byte of Python* [English Edition](http://www.amazon.com/Byte-Python-Swaroop-C-H/dp/1514828146) / [Online](http://python.swaroopch.com/)
- *Hello World!: Computer Programming for Kids and Other Beginners* [English 2nd Edition](http://www.amazon.com/Hello-World-Computer-Programming-Beginners/dp/1617290920)
- *Python for Kids: A Playful Introduction to Programming* [English Edition](http://www.amazon.com/Python-Kids-Playful-Introduction-Programming/dp/1593274076)
- *Learn Python the Hard Way* [English 3rd Edition](http://www.amazon.com/Learn-Python-Hard-Way-Introduction/dp/0321884914) / [Online](http://learnpythonthehardway.org/book/)
- *Python Programming for the Absolute Beginner* [English 2nd Edition](http://www.amazon.com/Python-Programming-Absolute-Beginner-Edition/dp/1598631128)
- *Introduction to Computation and Programming Using Python* [English Edition](http://www.amazon.com/Introduction-Computation-Programming-Using-Python/dp/0262525003)

## Primary
- *Beginning Python: from Novice to Professional* [English 2nd Edition](http://www.amazon.com/Beginning-Python-Professional-Experts-Professionals/dp/1590599829)
- *Think Python: How to Think Like a Computer Scientist* [English 2nd Edition](http://www.amazon.com/Think-Python-Like-Computer-Scientist/dp/1491939362)
- *Learning Python* [English 5th Edition](http://www.amazon.com/Learning-Python-Edition-Mark-Lutz/dp/1449355730)
- *Core Python Programming* [English 2nd Edition](http://www.amazon.com/Core-Python-Programming-Wesley-Chun/dp/0132269937)

## Intermediate
- *The Hacker's Guide to Python* [English Edition](http://www.amazon.com/Hackers-Guide-Python-Julien-Danjou/dp/1304819248)
- *Python in Practice: Create Better Programs Using Concurrency, Libraries, and Patterns* [English Edition](http://www.amazon.com/Python-Practice-Concurrency-Libraries-Developers/dp/0321905636)
- *Expert Python Programming: Best practices for designing, coding, and distributing your Python software* [English Edition](http://www.amazon.com/Expert-Python-Programming-practices-distributing/dp/184719494X)
- *Programming Python* [English 4th Edition](http://www.amazon.com/gp/product/0596158106)
- *Core Python Applications Programming* [English 3rd Edition](http://www.amazon.com/Core-Python-Applications-Programming-3rd/dp/0132678209)
- *Intermediate Python* [English Edition](http://book.pythontips.com/en/latest/)
- *Writing Solid Python Code 91 Suggestions to Improve Your Python Program*

## References
- *The Python Standard Library by Example* [English Edition](http://www.amazon.com/Python-Standard-Library-Example-Developers/dp/0321767349)
- *Python Cookbook* [English 3rd Edition](http://www.amazon.com/Python-Cookbook-Third-David-Beazley/dp/1449340377)
- *Python Essential Reference* [English 4th Edition](http://www.amazon.com/Python-Essential-Reference-4th-Edition/dp/0672329786)
- *Python in a Nutshell* [English 2nd Edition](http://www.amazon.com/Python-Nutshell-Second-Edition-In/dp/0596100469)

## Advanced
- *High Performance Python: Practical Performant Programming for Humans* [English Edition](http://www.amazon.com/High-Performance-Python-Performant-Programming/dp/1449361595)
- *Python 源码剖析*

## Algorithm
- *Python Algorithms: Mastering Basic Algorithms in the Python Language* [English 2nd Edition](http://www.amazon.com/Python-Algorithms-Mastering-Basic-Language/dp/148420056X)

## Game Development
- *Making Games with Python & Pygame* [English Edition](http://www.amazon.com/Making-Games-Python-Pygame-Sweigart/dp/1469901730) / [Online](http://inventwithpython.com/pygame/chapters/)

## Hardware
- *Real World Instrumentation with Python: Automated Data Acquisition and Control Systems* [English Edition](http://www.amazon.com/Real-World-Instrumentation-Python-Acquisition/dp/0596809565)

## Machine Learning
- *Building Machine Learning Systems with Python* [English 2nd Edition](http://www.amazon.com/Building-Machine-Learning-Systems-Python/dp/1784392774)
- *Machine Learning in Action* [English Edition](http://www.amazon.com/Machine-Learning-Action-Peter-Harrington/dp/1617290181)

## Natural Language Processing
- *Natural Language Processing with Python* [English Edition](http://www.amazon.com/Natural-Language-Processing-Python-Steven/dp/0596516495)

## Network
- *Python Network Programming Cookbook* [English Edition](http://www.amazon.com/Python-Network-Programming-Cookbook-Faruque/dp/1849513465)

## Science and Data Analysis
- *Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython* [English Edition](http://www.amazon.com/Python-Data-Analysis-Wrangling-IPython/dp/1449319793)
- *SciPy and NumPy: An Overview for Developers* [English Edition](http://www.amazon.com/SciPy-NumPy-Developers-Eli-Bressert/dp/1449305466)
- *NumPy Beginner's Guide* [English 3rd Edition](http://www.amazon.com/Numpy-Beginners-Guide-Ivan-Idris/dp/1785281968) / [English 2nd Edition](http://www.amazon.com/NumPy-Beginners-Guide-Second-Edition/dp/1782166084)

## Web Development
- *Flask Web Development: Developing Web Applications with Python* [English Edition](http://www.amazon.com/Flask-Web-Development-Developing-Applications/dp/1449372627)
- *Test-Driven Development with Python* [English Edition](http://www.amazon.com/Test-Driven-Development-Python-Harry-Percival/dp/1449364829)

## Web Scrapping
- *Web Scraping with Python: A Comprehensive Guide to Data Collection Solutions* [English Edition](http://www.amazon.com/Web-Scraping-Python-Collecting-Modern/dp/1491910291)

## Other Awesome Lists
- [awesome-python](https://github.com/vinta/awesome-python)
- [awesome-flask](https://github.com/humiaozuzu/awesome-flask)