Best books to learn Python step-by-step | Top 10 | Beginner to Advance

Python is no doubt one of the in-demand coding languages in 2021. Because Python is simple and easy to code, it is the first choice of students, coding enthusiasts, and non-coders starting with code.

Python developers have opportunities available in many domains, including retail, science, technology, finance, and almost every industry leveraging technology for faster work. Whether you are a newbie or professional, books and other documents give you a deeper insight into anything. Therefore, we have collated the top 10 python books of all time.

Let’s get started!

1. Learn Python the Hard Way, Zed Shaw (Beginner to Intermediate)

The best way to learn code is by coding; that is how this book teaches coding. Enriched with 52 exercises, Learn Python the Hard Way, Zed Shaw covers all the coding fundamentals kickstarter with some maths fundamentals. The book illustrates how to develop the required logical thinking for solving problems. After you finish reading this book, you will be ready to implement the projects mentioned in the book.

2. Think Python: How to Think Like a Computer Scientist (Beginner Level)

If you’re looking for a step-by-step self-guided book, Think Python by Allen B. Downey is the right way for it. Whether you are a student or professional, the hands-on Python takes you one step at a time. It covers all the concepts, starting from the basic concepts like syntax and semantics to the advanced concepts, including interface designs and data structures.

3. Python for Data Analysis, Wes McKinney (Intermediate to advanced)

When performing Data Analysis, there is no other language like Python. The books demonstrate the usage of Python libraries — NumPy and Panda — in handling, processing, and manipulating data. You will learn how to use data analysis tools with real-life examples and case studies. The book gives complete knowledge of working with modern scientific Python.

4. Python Cookbook, David Beazley and Brian K. Jones (Advanced)

If you are an experienced Python developer wanting to expand knowledge on using tools, this book has some secret tricks to share. This Python cookbook has spilled tips and tricks and their implementation for over a dozen of Python concepts. Topics include metaprogramming, data structures & algorithms, iterators & generator, files and I/O, classes and objects, and other core coding fundamentals

5. Invent Your Own Computer Games with Python, Al Sweigart (Intermediate)

Do you love playing games? If you do, you will also love developing games of your own. This book by AI Sweigart introduces game development with Python in the most gaming way. The book teaches how to turn your game idea into a game using coding snippets. As game learners get familiar with writing code, they will learn to go deeper into the programming language.

6. Head First Python, Paul Barry (For Beginners)

Head First Python is not like another self-learning programming book. The book explains Python like a story, keeping its readers engaged with images, puzzles, and quizzes. Even though concepts like mobile developments and scripts are hard to grasp, the book makes sure its readers don’t struggle. After reading the book, you will understand the simplicity of Python and how it is different from other programming languages.

7. Fluent Python, Luciano Ramalho (Beginner to Intermediate)

What makes Python the most preferred programming language: its simplicity and features. And what separates a good Python developer from an average one: having a clear understanding of those features. Fluent Python tests your knowledge of Python features and libraries and explains the neglected features with powerful examples.

8. Python Crash Course, Eric Matthes (Beginner to Intermediate)

Python Crash Course gives a complete introduction to python. The book has covered all the core concepts in the first half. In the second section, readers will implement those concepts in three projects. After you finish the book, you will understand the usage of python libraries, the development and deployment of web pages, and how to make simple games.

9. Python Tricks: A Buffet of Awesome Python Features (Intermediate)

The purpose of Python Tricks, as the name suggests, is to help readers implement the best, quick, effective python practices in their code. The book discusses the subtitles in Python’s features and how useful are the lesser-known features. Throughout the book, the author, Dan Bader, discusses modern patterns and features in Python versions.

10. Automate the Boring Stuff with Python by Al Sweigart (For Beginners)

Automate the boring stuff with Python is another excellent book by AI Sweigart. It is one of the finest choices for people with no programming experience. The purpose of the book is to explain the best feature of Python: Automation. Step-by-step instruction is available in every chapter, followed by practice projects. Readers will be able to develop code that automates tasks after finishing this book

So that was our list of top 10 books to learn python. If you are a beginner keep a note of other books as well and create well-formed learning targets and plans.

If you would like to share some other good books around python, kindly mention them in the comments section.

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