Best 10 Python Books For Beginners & Advanced Programmers

Best Python Books

Best Python books! There are plenty of resources available in the market to learn any programming language but my all-time favorites to start with a Book. You must have heard many famous online courses but personally I feel what we learn by reading books is always the best compared to any other online courses. I am pretty sure you guys are also thought the same; that’s what we all are here!

Likewise, any other programming languages there are many books available on python- starting from beginners to advanced and many on its applications. 

We are going to list down best python books in the areas of – Beginner, intermediate/Advanced and Applications. If you are fresh in the python business- Good, if you know python but wanted to learn more critical and advanced things- Great, if you know Python very well and looking to implement in any application- Even Better– Wherever you fall in those categories, you will not get disappoint with this list.

1. Learning Python, 5th Edition by O'Reilly Media (Mark Lutz)

Python is a powerful multiparadigm computer programming language, optimized for programmer productivity, code readability, and software quality.

This book provides a comprehensive and in-depth introduction to the Python language itself. Its goal is to help you master Python fundamentals before moving on to apply them in your work. This book is designed to serve as a single, all-inclusive learning resource for all Python newcomers, whether they will be using Python 2.X, Python 3.X, or both.

By design, this book is a tutorial that emphasizes the core Python language itself, rather than specific applications of it. As such, this book is intended to serve as the first in a two-volume set:

• Learning Python, this book, teaches Python itself, focusing on language fundamentals that span domains.

• Programming Python, among others, moves on to show what you can do with Python after you’ve learned it.

2. Learn Python the Hard Way: A Very Simple Introduction to the ...

“Learn Python the Hard Way” by “Addison-Wesley Professional” starts with very touching and beautiful line- “A very simple introduction to the terrifyingly beautiful world of computers and code”.

This is one of the best python book meant to get you started in programming. The title says it’s the hard way to learn to write code, but it’s actually not.

This book instructs you in Python by slowly building and establishing skills through techniques like practice and memorization, then applying them to increasingly difficult problems.

3. Programming in Python 3: A Complete Introduction to the Python Language

“Programming in Python 3” by “Mark Summerfield” describes basic python concepts in a very effective way.

It starts with Rapid introduction to procedure programming and then Data types, control structures and functions etc. covers detailed overview specially for beginners.

The book is designed to be useful to several different audiences, including self-taught and hobbyist programmers, students, scientists,

engineers, and others who need to program as part of their work, and of course, computing professionals and computer scientists.  The book is structured in such a way as to make you as productive as possible as quickly as possible.

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

“Fluent Python” by “O’Reilly Media” is a 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 core language features and libraries, and shows you how to make your code shorter, faster, and more readable at the same time.

This book covers: Python data model, Data structures, An understanding of text vs bytes duality in the Unicode age Functions as objects,  Python functions as first- class objects, build classes by learning about references, mutability, interfaces, operator overloading, and multiple inheritance Control flow: leverage context managers, etc.

Best Python Books for Experienced Programmers

1. Python Cookbook, Third edition by O'Reilly Media

This is a recipe for Mastering Python 3 by “David Beazley & Brian K. Jones”. This unique cookbook is for experienced python programmers who want to focus on modern tools and idioms.

It is a complete recipe for more than a dozen topics, covering the core python language as well as common tasks covering all application domains. Each section contains code samples you can use in your projects right away, along with a discussion about how and why the solution works.

2. How to think like a computer scientist: Learning with Python by Green Tea Press

If you are interested in data scientist field and looking for start with python then this book is gift for you!

After reading this book you will start thinking like a computer scientist. This way of thinking combines some of the best features of mathematics, engineering, and natural science. This book has covered advanced topics such as computations, assembling components into systems and evaluating tradeoffs among alternatives, observe the behavior of complex systems, form hypotheses, and test predictions etc.

3. Python Crash Course by No Starch Press

This book is rapid crash course covered with multiple topics in a very effective way. After taking this crash course you will be able to build programs that works – games, data visualizations, and web applications.

If you want to learn the basics of programming quickly so you can focus on interesting projects, and you like to test your understanding of new concepts by solving meaningful problems, this book is for you.

Python Crash Course is also perfect for middle school and high school teachers who want to offer their students a project-based introduction to programming.

Best Python Application Books

1. Text Analytics with Python by Apress

A Practical Real-World Approach to Gaining Actionable Insights from your Data.

“Text Analytics with Python” by “Dipanjan Sarkar” follows a comprehensive and structured approach in this book. 

First it tackles the basics of natural language understanding and then it addresses interesting problems in text analytics including text classification, clustering, similarity analysis , text summarization etc. 

Also, it has covered with the topics such as analyze text structure, semantics, sentiment, and opinions. In this book you will find topics explained with real world examples and that is why this book stands out among others.

2. Beginning Ethical Hacking with Python

“Beginning Ethical Hacking with Python” by “Sanjib Sinha” speak about basics of ethical hacking and gain insights into the logic, algorithms, and syntax of Python.

This book will set you up with a foundation that will help you understand the advanced concepts of hacking in the future. Learn Ethical Hacking with Python 3 touches the core issues of cyber security: in the modern world of interconnected computers and the Internet, security is increasingly becoming one of the most important features of programming.

Ethical hacking is closely related to Python. For this reason, this book is organized in three parts. The first part deals with the basics of ethical hacking; the second part deals with Python 3; and the third part deals with more advanced features of ethical hacking.

3. Invent Your Own Computer Games With Python

Computer game is always fun and thrilled to work on! “AI Sweigart” teaches you how to program your own computer games.

You’ll learn a useful skill and have fun games to show for it!

This book teaches you how to program by making video games. Once you know how the games in this book work, you’ll be able to create your own games. This is my all-time one of the best python books.

This book’s website is at Invent with python You can find several resources related to this book there.

The website at is a great place to ask programming questions related to this book. Post general Python questions to the LearnProgramming and LearnPython websites at and, respectively.

I hope the best python books list described here helps you somewhere down the line in your python learning journey. Definitely, you must have your own top list of python books, feel free to let everyone knows about your kind of list.

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