Awesome Python Books

Directory of Python books

Resources

• Grammar
• Algorithm
• Game Development
• Hardware
• Machine Learning
• Natural Language Processing
• Network
• Science and Data Analysis
• Security
• Web Development
• Web Scraping

Grammar

• Zero Basis

  • A Byte of Python by Swaroop C H English Edition / Online
  • Hello World!: Computer Programming for Kids and Other Beginners by Warren Sande & Carter Sande English 2nd Edition
  • Python for Kids: A Playful Introduction to Programming by Jason R. Briggs English Edition
  • Learn Python the Hard Way by Zed A. Shaw English 3rd Edition / Online
  • Python Programming for the Absolute Beginner by Michael Dawson English 2nd Edition
  • Introduction to Computation and Programming Using Python by John V. Guttag English Edition

• Primary

  • Beginning Python: from Novice to Professional by Magnus Lie Hetland English 2nd Edition
  • Think Python: How to Think Like a Computer Scientist by Allen B. Downey English 2nd Edition
  • Learning Python by Mark Lutz English 5th Edition
  • Core Python Programming by Wesley Chun English 2nd Edition

• Intermediate

  • The Hacker's Guide to Python by Julien Danjou English Edition
  • Python in Practice: Create Better Programs Using Concurrency, Libraries, and Patterns by Mark Summerfield English Edition
  • Expert Python Programming: Best practices for designing, coding, and distributing your Python software by Tarek Ziadé English Edition
  • Programming Python by Mark Lutz English 4th Edition
  • Core Python Applications Programming by Wesley Chun English 3rd Edition
  • Intermediate Python English Edition
  • Writing Solid Python Code 91 Suggestions to Improve Your Python Program

• Advanced

  • High Performance Python: Practical Performant Programming for Humans by Micha Gorelick English Edition
  • Python 源码剖析

• References

  • The Python Standard Library by Example by Doug Hellmann English Edition
  • Python Cookbook by David Beazley & Brian K. Jones English 3rd Edition
  • Python Essential Reference by David M. Beazley English 4th Edition
  • Python in a Nutshell by Alex Martelli English 2nd Edition

Algorithm

• Python Algorithms: Mastering Basic Algorithms in the Python Language by Magnus Lie Hetland English 2nd Edition

Game Development

• Making Games with Python & Pygame by Al Sweigart English Edition / Online

Hardware

• Real World Instrumentation with Python: Automated Data Acquisition and Control Systems by John M. Hughes English Edition

Machine Learning

• Building Machine Learning Systems with Python by Luis Pedro Coelho & Willi Richert English 2nd Edition
• Machine Learning in Action by Peter Harrington English Edition

Natural Language Processing

• Natural Language Processing with Python by Steven Bird & Ewan Klein & Edward Loper English Edition

Network

• Python Network Programming Cookbook by Dr. M. O. Faruque Sarker English Edition

Science and Data Analysis

• Data Science From Scratch: First Principles with Python by Joel Grus English Edition
• Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython by Wes McKinney English Edition
• SciPy and NumPy: An Overview for Developers by Eli Bressert English Edition
• NumPy Beginner's Guide by Ivan Idris English 3rd Edition / English 2nd Edition
• Python for Finance: Analyze Big Financial Data by Yves Hilpisch English Edition

Security

• Black Hat Python: Python Programming for Hackers and Pentesters by Justin Seitz English Edition
• Gray Hat Python: Python Programming for Hackers and Reverse Engineers by Justin SeitzEnglish Edition
• Violent Python: A Cookbook for Hackers, Forensic Analysts, Penetration Testers and Security Engineers by TJ O'Connor English Edition

Web Development

• Flask Web Development: Developing Web Applications with Python by Miguel Grinberg English Edition
• Test-Driven Development with Python by Harry J. W. Percival English Edition

Web Scraping

• Web Scraping with Python: A Comprehensive Guide to Data Collection Solutions by Ryan Mitchell English Edition

Other Awesome Lists

• awesome-python
• awesome-flask