Adventures in Machine Learning

5 Best Books to Learn Python in 2021

Introduction to Learning Python

Python is a high-level, interpreted programming language. It is known for its clear syntax and ease of use, making it an ideal language for beginners.

Learning Python can open many doors in terms of employment opportunities and personal projects. After all, Python is a versatile tool that has many applications in fields such as Data Science, Artificial Intelligence, Web Development, Machine Learning, and Scientific Computing.

But where do you begin? In this article, we will highlight some of the best books for learning Python and what makes them unique.

Identifying the Best Book for Learning Python

The learning material you choose will be dependent on your learning style, experience, and end goals. For those who prefer a hands-on approach, a book with practical examples is recommended.

For those who enjoy theoretical explanations, a book with a more in-depth dive into the language may be better. Below are the top books we recommend, based on extensive research and user reviews:

Best Books for Learning Python

Python Crash Course

This book provides a comprehensive introduction to Python. It starts with the basics of Python elements such as lists, dictionaries, and loops, and works its way up to advanced topics such as Django, data visualization, and game development.

Python Crash Course’s real value comes from the practical exercises that accompany each lesson; this emphasis on hands-on work not only reinforces learning but also helps users retain much of what they have learned. This book is perfect for beginners who want to build their programming skills quickly and efficiently.

Head-First Python, 2nd edition

This book’s unique approach makes it one of the best books for anyone looking to learn Python. Head-First Python uses a visual style to teach complex concepts that add a level of fun and engagement to the learning experience.

This book is designed to make Python tasks more accessible and less intimidating by using a conversational tone that is easy to read and understand.

Invent Your Own Computer Games with Python, 4th edition

This book is the perfect introduction to game development.

It covers classic games such as Tic-Tac-Toe and a more advanced obstacle-dodging game. Invent Your Own Computer Games with Python also provides a comprehensive introduction to graphics using the Pygame library, and users will learn to build their own games.

The book’s real value comes from the fact that it teaches users Python in a project-based format rather than in isolation. Think Python: How to Think Like a Computer Scientist, 2nd edition

This book is unique because it doesn’t just teach you how to code in Python, but also teaches you how to think like a computer scientist.

The book covers advanced areas of Python programming such as operator overloading, polymorphism, and analysis of algorithms. Fittingly, it starts with simple concepts and builds up to advanced topics, making it perfect for both beginners and experienced programmers alike.

Effective Computation in Physics: Field Guide to Research with Python

This book is unique because it is not just for programmers; it is specifically for researchers in the field of mathematical physics. It takes into account the specific computational problems that they encounter and resolves them using the Python language.

It covers topics such as command-line, version control, software testing, and deployment, making it the definitive guide for researchers looking to improve their research workflow.


In conclusion, the above books are some of the best for learning Python. Each one has a unique approach and is tailored to a specific niche within the programming world.

Consider your goals and learning style before choosing the book that’s right for you, and get ready to start learning and honing your programming skills!

In conclusion, learning Python can open many doors for both personal and professional growth. Choosing the right learning material is essential, and the above books are considered some of the best for learning Python.

Python Crash Course offers a practical introduction to Python, while Head-First Python takes a unique visual approach. Invent Your Own Computer Games with Python is project-based, while Think Python takes a theoretical but gradual dive into the language.

Finally, Effective Computation in Physics is specifically tailored for researchers. Whatever your learning style or goals, there is a book that can help you master Python and its many applications.

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