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Awesome Python Books 
Directory of Python books
Zero Basis
- A Byte of Python English Edition / Online
- Hello World!: Computer Programming for Kids and Other Beginners English 2nd Edition
- Python for Kids: A Playful Introduction to Programming English Edition
- Learn Python the Hard Way English 3rd Edition / Online
- Python Programming for the Absolute Beginner English 2nd Edition
- Introduction to Computation and Programming Using Python English Edition
Primary
- Beginning Python: from Novice to Professional English 2nd Edition
- Think Python: How to Think Like a Computer Scientist English 2nd Edition
- Learning Python English 5th Edition
- Core Python Programming English 2nd Edition
Intermediate
- The Hacker's Guide to Python English Edition
- Python in Practice: Create Better Programs Using Concurrency, Libraries, and Patterns English Edition
- Expert Python Programming: Best practices for designing, coding, and distributing your Python software English Edition
- Programming Python English 4th Edition
- Core Python Applications Programming English 3rd Edition
- Intermediate Python English Edition
- Writing Solid Python Code 91 Suggestions to Improve Your Python Program
References
- The Python Standard Library by Example English Edition
- Python Cookbook English 3rd Edition
- Python Essential Reference English 4th Edition
- Python in a Nutshell English 2nd Edition
Advanced
- High Performance Python: Practical Performant Programming for Humans English Edition
- Python 源码剖析
Algorithm
- Python Algorithms: Mastering Basic Algorithms in the Python Language English 2nd Edition
Game Development
- Making Games with Python & Pygame English Edition / Online
Hardware
- Real World Instrumentation with Python: Automated Data Acquisition and Control Systems English Edition
Machine Learning
- Building Machine Learning Systems with Python English 2nd Edition
- Machine Learning in Action English Edition
Natural Language Processing
- Natural Language Processing with Python English Edition
Network
- Python Network Programming Cookbook English Edition
Science and Data Analysis
- Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython English Edition
- SciPy and NumPy: An Overview for Developers English Edition
- NumPy Beginner's Guide English 3rd Edition / English 2nd Edition
Web Development
- Flask Web Development: Developing Web Applications with Python English Edition
- Test-Driven Development with Python English Edition
Web Scrapping
- Web Scraping with Python: A Comprehensive Guide to Data Collection Solutions English Edition