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10 Best Python Books for Beginners and Advanced Programmers

Sept. 3 2021 Yacine Rouizi
Python Book
10 Best Python Books for Beginners and Advanced  Programmers

Python is a high-level general-purpose programming language used for web development, data analysis, and machine learning. Investing yourself in learning Python is a very good idea as this opens up many opportunities for you. Also, Python is easy to learn and understand.

While there are many other resources like courses, online tutorials, and YouTube channels, learning from books can be a great source of learning as they allow you to absorb and practice the content at your own pace.

There are so many books out there that it can be hard to find the right book for you. Below I'll give you my selections for the best 10 Python books for beginners and advanced programmers.

This page contains affiliate links, meaning I get a commission if you decide to make a purchase through my links, at no cost to you.

1. Python Crash Course, 2nd Edition

Python Crash Course

This is a comprehensive, project-based introduction to the Python language for beginners. 

The book is divided into two parts: the first part of the book will help you understand the basics of python programming, such as lists, dictionaries, classes, loops, and practice writing clean code.

In the second part, you'll build three projects: a Space Invaders arcade game, a set of data visualizations, and a simple web application.

As you work through the book, you'll learn how to use Pygame, Matplotlib, Plotly, and Django.

Price: $21.49

Amazon Stars: 4.7/5

Difficulty Level: Beginner

You can buy the book on Amazon here.

2. Head First Python: A Brain-Friendly Guide

Head First -Python

With Head First Python, you will quickly understand the fundamentals of Python, without having to go through the manuals. You will learn how to work with data structures and built-in functions.

You will then move on in this book to creating your own web application, exploring database management, exception handling, and other concepts.

Head First Python uses a visual format rather than a rich textual approach to help you learn better and engage your mind.

Price: $27.67

Amazon Stars: 4.5/5

Difficulty Level: Beginner

You can buy the book on Amazon here.

3. Learn Python 3 the Hard Way

Learn Python The Hard Way

 Learn Python 3 the Hard Way will walk you through 52 brilliantly crafted exercises.

In this book, the author encourages you to type the code by hand (no copy-paste) so that you learn how to read and write code, correct your mistakes, and what good programs look like.

It is included with the book several hours of videos to show you how to break, fix and debug your code.

The book is good for total beginners, junior developers, and other returning professionals.

Price: $29.48

Amazon Stars: 4.4/5

Difficulty Level: Beginner

You can buy the book on Amazon here.

4. Learning Python, 5th Edition

Learning Python

Learning Python is a hands-on book that will help you write efficient, high-quality code with Python.

You'll learn major built-in object types such as numbers, lists, and dictionaries as well as some advanced language features including classes, decorators, descriptors, metaclasses, and Unicode processing.

Whether you are a beginner programmer or a professional developer, this book is for you.

Price: $40.65

Amazon Stars: 4.5/5

Difficulty Level: Beginner

You can buy the book on Amazon here.

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

Fluent Python

Fluent Python is an excellent reference book on the advanced use of Python. The author will help you to learn the best techniques to write effective Python code.

The book details various concepts, including Python's data model, decorators, classes, inheritance, and opens on metaprogramming.

If you only have to read one book as a Python programmer, read this one!

Price: $48.64

Amazon Stars: 4.6/5

Difficulty Level: Advanced

You can buy the book on Amazon here.

6. Python Cookbook: Recipes for Mastering Python 3

Python Cookbook

This is another book for advanced Python programmers who wants to learn modern tools used for Python development.

Inside, you'll find tutorials on the most common programming tasks. Some of the topics covered in the book are data encoding, data structures, algorithms, metaprogramming, concurrency, network, web programming, testing, and exceptions.

The book offers many code samples you can use in your projects, along with a discussion about the working of the code.

Price: $27.73

Amazon Stars: 4.6/5

Difficulty Level: Advanced

You can buy the book on Amazon here.

7. Think Python: How to Think Like a Computer Scientist

Think Python

This hands-on book will walk you through the basics of programming concepts then gradually move to more advanced topics like recursion, data structures, and object-oriented design.

The book also offers exercises in each chapter, where you can try out programming concepts as you learn them.

Think Python is one of the best books for beginners, self-learners, and professionals to introduce them to the basics of Python programming.

Price: $28.89

Amazon Stars: 4.6/5

Difficulty Level: Beginner

You can buy the book on Amazon here.

8. Automate the Boring Stuff with Python

Automate The Boring Stuff With Python

In Automate the Boring Stuff with Python, you'll learn to write programs in Python that do in minutes what would take you hours to do by hand.

You'll master the basics of programming and create Python programs like scraping data, download online content, encrypt PDFs, send emails and text notifications, fill out online forms.

This book is for people who want to learn by doing real-world examples.

Price: $30.32

Amazon Stars: 4.7/5

Difficulty Level: Beginner

You can buy the book on Amazon here.

9. Python in a Nutshell: A Desktop Quick Reference

Python in a Nutshell

This book covers a range of widely used areas of the Python standard library and some of the most useful third-party modules. It also serves as a quick reference for the Python programming language.

This is a very useful book for programmers with some Python experience. The author of the book will walk you through a wide range of application areas, such as web programming, database interactions, and high-speed numeric computing.

Price: $43.75

Amazon Stars: 4.5/5

Difficulty Level: Advanced

You can buy the book on Amazon here.

10. Programming Python: Powerful Object-Oriented Programming

Programming Python

Programming Python is another good book for intermediate Python developers. With its in depth tutorials for some of the widely used applications, you'll explore how Python is used in databases, networking, text processing, and more.

The book explains, with many examples, language syntax, programming techniques, and digs into the language as a software development tool.

Price: $65.02

Amazon Stars: 4.6/5

Difficulty Level: Advanced

You can buy the book on Amazon here.

Summary

As you can see there is not "the book" which is better than all the others since each person has a different preference. So before you choose a Python book, it’s best to assess your own personal learning style.

If you think I forgot to mention a good Python book, please drop a note below.

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