Best Python Books to Read in 2023 [Updated]


A general-purpose and interpreted programming language, Python is used for complex data analysis, machine learning, web development, etc. If you want to learn Python programming language, it is best to consider reading the most popular Python books. These books can help you to learn every in-depth detail about Python programming to help you develop real-world Python projects.

This article lists the 10 best Python books for beginners and experts alike. The following books are best for programmers of all skill levels. Keep reading if you want to learn Python and need help finding the best books.

Best Python Books in 2022 [Updated]

Let’s now discuss the best Python books you can try to learn various concepts of Python programming.

1. Learning Python, 5th Edition

Whether new to programming or an accomplished professional developer, “Learning Python” is the perfect book to learn and understand Python. The fifth edition of Learning Python gives you an in-depth introduction to the Python language. Based on Mark Lutz’s popular training course, this book introduces you to Python in an effective way and helps you learn and write Python code quickly.

Each lesson in this book has multiple learning components, including quizzes and practical exercises. It provides a self-paced, easy-to-follow tutorial with helpful illustrations. This book offers guidance with Python 2.7 and 3.3 (the latest 2.x and 3.x releases) for beginners.

2. Head First Python: A Brain-Friendly Guide

Various programming languages are studied using the “Head-First” series, and Head-First Python is part of that series. This book takes a different approach to teaching. It teaches you how to use a visually rich format.

With the aid of this book, you can quickly understand the fundamentals of Python while interacting with the underlying data structures and functions. You can read this book and explore database management, developing and working on your web pages, data wrangling, and exception handling. Through lots of helpful visuals, this book guides you through learning Python.

3. Python Crash Course, 2nd Edition: A Hands-On, Project-Based Introduction To Programming

You receive a direct introduction to Python programming fundamentals with this second edition of the Python Crash Course book. It quickly introduces beginners to the fundamentals of Python so they can build strong programming skills and produce valuable programs.

The author, Eric Matthes, divided this book into two parts. In the first part, he focuses on Python’s problem solving capabilities, Python fundamentals, and general programming concepts.

The second part of the book covers three real-world projects. By working on the projects, you will learn how to develop interactive online applications, make charts and graphs using methods for data visualization, and create video games.

4. Automate The Boring Stuff With Python, 2nd Edition

In the current programming landscape, Python is one of the fastest-growing languages. The second edition of Automate the Boring Stuff with Python introduces you to Python programming basics.

This updated version of the book teaches you everything with step-by-step instructions to quickly build Python programs that perform impressively. At the end of each chapter of this book, there is a related exercise manual from that lesson, through which you can automate similar tasks tp improve Python programs.

5. Think Python: How to Think Like a Computer Scientist, 2nd edition

Allen Downey’s Think Python is an excellent option for learning Python quickly. From its title, you can understand that this book tells how coders think about coding.

Compared to other books, this one is more organized. This book focuses on every essential basics of Python programming in a very comprehensive, clear, and simple way. 

This book covers a wide range of material not even mentioned in other books without going as deep into advanced areas. It covers topics like mutability vs. immutability, analysis of algorithms, polymorphism, and operator overloading.

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

There is nothing better than Fluent Python to learn everything about Python. Most programmers try to fit the patterns learned in other languages ​​into Python. This book is a comprehensive manual for using Python’s underutilized and best features to write effective code.

If seen, this book is a complete tour of Python’s libraries and salient features. After discussing the Python data model, Fluent Python continues with meta-programming, control flows, object-oriented idioms, functions, data structures, etc.

7. Python Cookbook: Recipes for Mastering Python 3 (3rd Edition)

The third edition of the Python Cookbook is an updated version of its second edition. It is the best book for advanced Python programmers to get an idea of ​​modern Python development tools.

Under it, you get a delicious combination of Python recipes, and you can learn to program with its help. This book makes you an expert in Python, focusing on the core language and work related to applications. This cookbook covers many Python concepts, such as concurrency, classes, objects, functions, data encoding and processing, literators and generators, data structures, and algorithms.

8. Python Tricks: A Buffet of Awesome Python Features

As you can understand from the title, “Python Tricks Book,” it helps you become proficient in the Python programming language with the help of many tricks, features, and tips.

This book has many Python-related tricks covered in a well-presented style. Additionally, remember that using this book will be easier if you are already familiar with Python programming.

9. Python for Data Analysis

The Python Panda project’s creator, Wes McKinney’s second edition of Python for Data Analysis, provides a recent and valuable introduction to data science tools. They updated this book for Python 3.6, and it is full of case studies.

This book can help you quickly learn a broad set of data analysis problems with practical solutions. Also, it lets you get complete information about crunching, cleaning, processing, and manipulating datasets in Python.

You can also learn the most recent versions of Jupyter, IPython, NumPy, and Pandas with this version of Python for Data Analysis.

10. Python Programming: An Introduction to Computer Science (3rd Edition)

John Zell wrote this third edition of Python Programming for Introductory Computer Science. The book reflects new techniques while creating a time-tested approach to the tradition of updating the text.

This version discussed the dangers of eval and removed most of its uses, which is a significant change from this edition. The third edition of Python Programming includes many graphics examples and is well explained in chapters 4–12.


In this article, we have included the best Python books of 2022 for learning Python. While learning Python, make sure you choose books according to your proficiency. 

The books listed in the article can aid in learning Python. Choosing one of the books from the list above will make it simple to learn Python.

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