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Top 25 Python Programming Books

The AI Optify data team writes about topics that we think software engineers would enjoy. AI Optify has affiliate partnerships so we may get a share of the revenue from your purchase.

Top Python Books - For this post, we have scraped various signals (e.g. reviews sentiments, online ratings, topics covered in the book, author popularity, publication year, social media mentions, etc.) from web for 100's of Python books. We have fed all above signals to a trained ranking ML algorithm to score and rank books based on their quality.

The readers will enjoy the curated list because it is data-driven & objective:

1. Learning Python, 5th Edition

Get a comprehensive, in-depth introduction to the core Python language with this hands-on book. Based on author Mark Lutz’s popular training course, this updated fifth edition will help you quickly write efficient, high-quality code with Python. It’s an ideal way to begin, whether you’re new to programming or a professional developer versed in other languages.

2. Python Programming: An Introduction to Computer Science

This is the second edition of John Zelle's Python Programming, updated for Python 3. This book is designed to be used as the primary textbook in a college-level first course in computing. It takes a fairly traditional approach, emphasizing problem solving, design, and programming as the core skills of computer science. However, these ideas are illustrated using a non-traditional language, namely Python.

3. Automate the Boring Stuff with Python: Practical Programming for Total Beginners

In Automate the Boring Stuff with Python, you'll learn how to use Python to write programs that do in minutes what would take you hours to do by hand—no prior programming experience required. Once you've mastered the basics of programming, you'll create Python programs that effortlessly perform useful and impressive feats of automation

4. Python Programming for the Absolute Beginner, 3rd Edition

If you are new to programming with Python and are looking for a solid introduction, this is the book for you. Developed by computer science instructors, books in the "for the absolute beginner" series teach the principles of programming through simple game creation. You will acquire the skills that you need for practical Python programming applications and will learn how these skills can be put to use in real-world scenarios. Throughout the chapters, you will find code samples that illustrate concepts presented. At the end of each chapter, you will find a complete game that demonstrates the key ideas in the chapter, a summary of the chapter, and a set of challenges that tests your newfound knowledge.

5. Learn Python in One Day and Learn It Well

The best way to learn Python is by doing. This book includes a complete project at the end of the book that requires the application of all the concepts taught previously. Working through the project will not only give you an immense sense of achievement, it"ll also help you retain the knowledge and master the language.

6. Python Programming for Beginners: An Introduction to the Python Computer Language and Computer Programming

Python Programming for Beginners doesn't make any assumptions about your background or knowledge of Python or computer programming. You need no prior knowledge to benefit from this book. You will be guided step by step using a logical and systematic approach. As new concepts, commands, or jargon are encountered they are explained in plain language, making it easy for anyone to understand.

7. Python Pocket Reference

Updated for both Python 3.4 and 2.7, this convenient pocket guide is the perfect on-the-job quick reference. You’ll find concise, need-to-know information on Python types and statements, special method names, built-in functions and exceptions, commonly used standard library modules, and other prominent Python tools. The handy index lets you pinpoint exactly what you need.

8. Python: Python Programming For Beginners

Python – The Comprehensive Guide to Python Programming for Beginners is the book you’ve been waiting for! It includes thorough, complete instructions for all of the basic aspects of Python. You’ll undertake a variety of exercises, but don’t worry – the answers are in the back!

9. Python Essential Reference

Python Essential Reference is the definitive reference guide to the Python programming language — the one authoritative handbook that reliably untangles and explains both the core Python language and the most essential parts of the Python library. Designed for the professional programmer, the book is concise, to the point, and highly accessible. It also includes detailed information on the Python library and many advanced subjects that is not available in either the official Python documentation or any other single reference source.

10. Learn Python the Hard Way

In Learn Python the Hard Way, Third Edition, you'll learn Python by working through 52 brilliantly crafted exercises. Read them. Type their code precisely. (No copying and pasting!) Fix your mistakes. Watch the programs run. As you do, you'll learn how software works; what good programs look like; how to read, write, and think about code; and how to find and fix your mistakes using tricks professional programmers use.

11. Python Crash Course: A Hands-On, Project-Based Introduction to Programming

Python Crash Course is a fast-paced, thorough introduction to programming with Python that will have you writing programs, solving problems, and making things that work in no time. In the first half of the book, you'll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing clean and readable code with exercises for each topic. In the second half of the book, you'll put your new knowledge into practice with three substantial projects.

12. Python: The Fundamentals Of Python Programming

This book contains proven steps and strategies to learn the essentials of Python Programming. It highlights the important concepts that every beginner to intermediate programmer should know and presents relevant and practical examples. It aims to provide a solid foundation for people who want to start a career in Python Programming. This book is a must for programming enthusiasts or students who need to learn and understand Python easily, quickly, and methodically.

13. Python: 2 manuscripts - Learn Hacking FAST!, Tor Browser Setup in 2016

Are you ready to enhancing your computer experience? Learn how to hack into your windows computer! "HACKING: Learn Hacking FAST! Ultimate Coursebook for Beginners" provides hacking tutorials, resources, and brief in-depth hacking information that will take your computer usage experience to the next level.

14. Violent Python: A Cookbook for Hackers, Forensic Analysts, Penetration Testers and Security Engineers

Violent Python shows you how to move from a theoretical understanding of offensive computing concepts to a practical implementation. Instead of relying on another attacker’s tools, this book will teach you to forge your own weapons using the Python programming language. This book demonstrates how to write Python scripts to automate large-scale network attacks, extract metadata, and investigate forensic artifacts. It also shows how to write code to intercept and analyze network traffic using Python, craft and spoof wireless frames to attack wireless and Bluetooth devices, and how to data-mine popular social media websites and evade modern anti-virus.

15. Python: The Ultimate Beginner's Guide!

Python is a powerful object-oriented programming language that is clear and easy to learn. It is comparable to Perl, Ruby, Scheme, or Java. This book has information that can teach the novice programmer and supplement experienced programmers.

16. Python Cookbook, Third edition

If you need help writing programs in Python 3, or want to update older Python 2 code, this book is just the ticket. Packed with practical recipes written and tested with Python 3.3, this unique cookbook is for experienced Python programmers who want to focus on modern tools and idioms.

17. Python Machine Learning

If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissable resource.

18. Effective Python: 59 Specific Ways to Write Better Python

It's easy to start writing code with Python: that's why the language is so immensely popular. However, Python has unique strengths, charms, and expressivity that can be hard to grasp at first -- as well as hidden pitfalls that can easily trip you up if you aren't aware of them. Effective Python will help you harness the full power of Python to write exceptionally robust, efficient, maintainable, and well-performing code. Utilizing the concise, scenario-driven style pioneered in Scott Meyers's best-selling Effective C++, Brett Slatkin brings together 59 Python best practices, tips, shortcuts, and realistic code examples from expert programmers.

19. Black Hat Python: Python Programming for Hackers and Pentesters

When it comes to creating powerful and effective hacking tools, Python is the language of choice for most security analysts. But just how does the magic happen? In Black Hat Python, the latest from Justin Seitz (author of the best-selling Gray Hat Python), you'll explore the darker side of Python's capabilities—writing network sniffers, manipulating packets, infecting virtual machines, creating stealthy trojans, and more.

20. Python: The Ultimate Beginners Guide: Start Coding Today

Did you know websites like YouTube and Dropbox use Python in their source code? Python is a vast language which is easy to understand and apply. You can develop almost anything using Python. Most of the operating systems (Mac, Linux, UNIX, etc.) other than windows have python installed by default. It is an open source and free language. In this book, you're going to learn this awesome code language and apply it in real life.

21. Python Programming: Learn Python Today! - Coding & Programming For Beginners (Java, Html, C++, Adwords, Programming C, , PHP, Website Design Book 1)

In this Expanded 2nd Edition of Python Programming: Learn Python Today! - Coding & Programming for Beginners, you’ll discover how easy it is to use this popular and versatile language. Named after Monty Python, this software is used for everything from testing microchips to powering major websites and video games. The syntax of this language is easy-to-understand and it also features a large standard library.

22. PYTHON: Fundamental Hints and Tips to Kick Start Your Python Skills

In the world of computer programming there is a fun programming language that is popular in many of the things that we use today. Its name is Python. And if you are considering learning this programming language, then this is a book you can’t afford to miss! In my newest book, Python: Fundamental hints and tips to kick start your Python skills, I will put you in line with any other seasoned programmer. I will show you the ins and outs of Python, take you through your first program, and then give you hints and tricks to keep you ahead of the game.

23. The Quick Python Book, Second Edition

The Quick Python Book, Second Edition, is a clear, concise introduction to Python 3, aimed at programmers new to Python. This updated edition includes all the changes in Python 3, itself a significant shift from earlier versions of Python. The book begins with basic but useful programs that teach the core features of syntax, control flow, and data structures. It then moves to larger applications involving code management, object-oriented programming, web development, and converting code from earlier versions of Python.

24. Fluent Python: Clear, Concise, and Effective Programming

Python’s simplicity lets you become productive quickly, but this often means you aren’t using everything it has to offer. With this hands-on guide, you’ll learn how to write effective, idiomatic Python code by leveraging its best—and possibly most neglected—features. Author Luciano Ramalho takes you through Python’s core language features and libraries, and shows you how to make your code shorter, faster, and more readable at the same time.

25. Introducing Python: Modern Computing in Simple Packages

Easy to understand and fun to read, Introducing Python is ideal for beginning programmers as well as those new to the language. Author Bill Lubanovic takes you from the basics to more involved and varied topics, mixing tutorials with cookbook-style code recipes to explain concepts in Python 3. End-of-chapter exercises help you practice what you’ve learned. You’ll gain a strong foundation in the language, including best practices for testing, debugging, code reuse, and other development tips. This book also shows you how to use Python for applications in business, science, and the arts, using various Python tools and open source packages.