Best Python Books for Beginners and Advanced Programmers

By | October 23, 2021
Best Python Books

Python is one of the most popular languages of 2021. Every year several organizations shift their projects to Python because of the fact that the Python code is highly readable and easy to maintain.  Also, due to the widespread popularity of Python, many beginners choose it as their first programming language. And as you are reading this blog, you are probably planning to learn Python as well.

However, learning a new programming language could be a daunting task if you do not have the best resources. One of the best ways to learn the Python programming language is to go through its official documentation. However, for a beginner to understand the concepts from the documentation could be tricky.


So, the best approach would be to learn the Python programming fundamentals from a Python book. At present, there are hundreds of Python books present in the market. However, finding the right book that can help you learn Python effectively is a daunting task.

To help you out, we have prepared a list of the best Python books for beginners and advanced learners. You might be learning Python from one or more online or offline resources but having a Python book will help you develop a solid understanding of various Python concepts.

Why Learn Python?

When we specifically talk about machine learning, deep learning, and data science, Python is totally dominating in these fields due to its vast community, libraries, and simplicity. Although Python has applications in several other fields, including web development, automation, and game development, the fields mentioned previously are where Python outshines most other programming languages. Moreover, if you are thinking of making a career in artificial intelligence or data science, you must have knowledge of Python.

Best Python Books

In order to learn Python, you need to choose the best Python book according to your level. It does not matter whether you are a complete beginner or a professional Python developer, there are several books out there that can help you learn the fundamentals as well as advanced Python concepts and apply them practically.

Following is a list of the best Python books that are suitable for learners of different levels:

Name of the Book Author Level
Head-First Python, 2nd edition Paul Barry Beginner
Python Crash Course Eric Matthes Beginner
Learning Python 5th Edition Mark Lutz Beginner
Python Programming: An Introduction to Computer Science John Zelle Beginner
Python Cookbook David Beazley and Brian K. Jones Beginner
Invent Your Own Computer Games with Python, 4th edition Al Sweigart Beginner and Intermediate
Python Tricks: A Buffet of Awesome Python Features Dan Bader Intermediate
Fluent Python: Clear, Concise, and Effective Programming Luciano Ramalho Intermediate
Python in a Nutshell 3rd Edition Alex Martelli Intermediate and Advance
Machine Learning with Python Cookbook Chris Albon Intermediate and Advance
Python for Data Analysis Wes McKinney Advance
Violent Python: A Cookbook for Hackers, Forensic Analysts, Penetration Testers and Security Engineers TJ O’Connor Advance

Best Python Books for Beginners

1. Head-First Python, 2nd edition

Head-First Python, 2nd editionHead First Python, 2nd Edition is one of the best Python books for beginners. Even if you do not have experience working with Python or any other programming language, you can read this book to get started with your journey of becoming a proficient Python developer.

Additionally, this Python book is trusted by individuals all around the globe because it explains all the essential Python concepts in an easy-to-understand manner.

Written by – Paul Barry

2. Python Crash Course

Python Crash CourseFor those who already have some experience with other programming languages such as C, C++ or Java and want to move to Python, this book is an ideal choice. It contains all the basics of Python Programming, such as lists, dictionaries, operators, loops, classes, and functions. This book also provides exercises for every concept so that you can practice what you have learned.

Written by –  Eric Matthes

3. Learning Python 5th Edition

Learning Python 5th EditionThis is another great Python book that specifically helps beginners to get familiar with Python fundamentals. It contains 41 chapters, with each chapter having a bunch of problems. You can practice these problems to test your knowledge and also improve your problem-solving skills.

By reading this book, you will be able to develop a solid understanding of all basic Python concepts, such as lists and classes. Also, you will get familiar with several popular Python libraries.

Written by – Mark Lutz

4. Invent Your Own Computer Games with Python

Invent Your Own Computer Games with PythonInvent Your Own Computer Games with Python is the best book for those who are new to Python programming. In this book, the author discussed how to build simple games. Also, he explains the logic that can help learners to understand Python programs easily.

At the end of this book, you will be able to develop simple animated games with sound effects. Moreover, while learning to build games, you will also get familiar with various important Python concepts.

Written by – Al Sweigart

5. Python Tricks: A Buffet of Awesome Python Features

Python Tricks: A Buffet of Awesome Python FeaturesThis book was released in 2017. It can help you to develop your coding skills in Python by teaching you various awesome tricks. This book is highly recommended for Python developers who already have knowledge of the Python basics.

Written by – Dan Bader

6. Fluent Python (Clear, Concise, and Effective Programming)

Fluent Python (Clear, Concise, and Effective Programming)Published in 2015, the author of this book focused on explaining the complexity of Python programming. After reading this book and practicing the exercises provided in it, you will be able to write Python code to create different programs.

This book takes you through the Python basics to advanced-level concepts. Also, it covers various topics, such as data model, data structure, function and objects, object-oriented programming, control flow, and metaprogramming.

Written by – Luciano Ramalho

Best Python Programming Books for Advanced Programmers

7. Python in a Nutshell

Python in a Nutshell- for the Advance learnerThis book is highly recommended for advanced Python learners. As Python is one of the most powerful programming languages out there, having just the knowledge of Python basics is not enough for building a successful career as a Python developer.

Python in a Nutshell talks about many advanced features of Python and also explains how you can use them. After reading all the chapters of this book, you will be able to create complicated Python programs.

Written by – Alex Martelli, Anna Ravenscroft, Steve Holden

8. Machine Learning with Python Cookbook

Machine Learning with Python CookBook: for Advance learner
In this book, you will find a lot of code examples that you can run on your computer in a Python interpreter. This will help you to learn how Python code works.

By reading this book, you will be able to get familiar with the practical skill sets that a Python programmer needs to learn and work with machine learning. Each code example comes with a detailed explanation to help you understand the functioning of the code effectively.

Written by – Chris Albon

9. Python for Data Analysis

Python for Data AnalysisData analysis is one of the most important tasks that you can accomplish using Python. If you are seeking a career in data science, data analytics, or scientific computing with Python, then this book is for you.

Apart from the Python fundamentals, this book can help you learn the basic and advanced concepts of the NumPy library.

Written by – Wes McKinney


Despite being one of the slowest programming languages, Python is used for computational, data science, machine learning, and artificial intelligence projects. This is because of the fact that Python comes with an extensive range of libraries and frameworks. Also, learning Python can be a great decision as this programming language is used in a wide range of domains, thus the job opportunities are massive.

The Python books that we have mentioned above are the best ones available in the market right now. If you are a beginner, you can choose beginner-friendly books, like Head-First Python, Python Crash Course, and Learning Python. On the other hand, if you are already familiar with Python fundamentals, you can go for books like Fluent Python: Clear, Concise, and Effective Programming and Python in a nutshell.

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