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Awesome Python Books

Directory of Python books

Grammar
Algorithm
Game Development
Hardware
Machine Learning
Natural Language Processing
Network
Science and Data Analysis
Security
SQL and ORMs
System Administration
Testing
Web Development
Web Scraping

Grammar

Zero Basis

A Byte of Python by Swaroop C H English Edition
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
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
The Quick Python Book by Naomi Ceder English 3rd Edition

Intermediate

Python 3 Object-Oriented Programming by Dusty Phillips English 2nd Edition
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
Effective Python: 59 Specific Ways to Write Better Python English Edition
Fluent Python by Luciano Ramalho English Edition
Learning Python Design Patterns by Chetan Giridhar English 2nd Edition
Mastering Python Design Patterns by Sakis Kasampalis English Edition

Advanced

Mastering Python High Performance by Fernando Doglio English Edition
High Performance Python: Practical Performant Programming for Humans by Micha Gorelick English Edition
Cython - A Guide for Python Programmers by Kurt W. Smith English Edition

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

Complexity Science

Think Complexity: Complexity Science and Computational Modeling by Allen B. Downey English Edition

Game Development

Making Games with Python & Pygame by Al Sweigart English Edition

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
Programming Collective Intelligence: Building Smart Web 2.0 Applications by Toby Segaran English Edition
Python Machine Learning by Sebastian Raschka English Edition

Natural Language Processing

Mastering Python Regular Expressions by Felix Lopez & Victor Romero English Edition
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
A Programmer's Guide to Data Mining by Ron Zacharski Online

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 Seitz English Edition
Violent Python: A Cookbook for Hackers, Forensic Analysts, Penetration Testers and Security Engineers by TJ O'Connor English Edition

SQL and ORMs

Essential SQLAlchemy by Jason Myers English Edition

System Administration

Python for Unix and Linux System Administration by Noah Gift & Jeremy Jones English Edition

Testing

Testing Python: Applying Unit Testing, TDD, BDD and Acceptance Testing by David Sale English Edition

Web Development

Flask Web Development: Developing Web Applications with Python by Miguel Grinberg English Edition
Mastering Flask by Jack Stouffer English Edition
Introduction to Tornado by Michael Dory & Allison Parrish & Brendan Berg English Edition
Test-Driven Development with Django by Kevin Harvey 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

Awesome Python Books

Table of Contents

Grammar

Zero Basis

Primary

Intermediate

Advanced

References

Algorithm

Complexity Science

Game Development

Hardware

Machine Learning

Natural Language Processing

Network

Science and Data Analysis

Security

SQL and ORMs

System Administration

Testing

Web Development

Web Scraping

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