15 Best Python Books for Beginners

Table of Contents

Are you here to know about the Best Python Books for Beginners?

Python has become a prevalent language to learn. According to the TIOBE Index, it is the 3rd most popular programming language globally, and this extraordinary growth is only set to increase with time.

If you are interested in learning the Python language, there are ample resources available in the market, including books and many online courses.

You will see a compilation of the best books for kids keen to learn to program in the below article.

Verzeo makes Python one of the easiest languages to learn and understand for beginners, as the popularity of the language is reaching new heights, the opportunities are also amplifying.

According to me, books will be the best source to reach out to. Books allow you to remember at your own time even if you are on the go, and they go really in detail. 

Below is a list of the top 15 Python books for beginners and advanced learners as well.

What is Python: An Overview

Python is an elegant, simple, and practical language. The python programs are exceptionally readable and understandable.

Python can do many useful things, like providing essential tools and features that programmers could utilize for their programming purposes.It is used by professional programmers, educators, and computer scientists. 

It includes high-level data structures, dynamic typing, dynamic binding, and many other features that make it a functional programming language for complex application development and web development.

Best python books for beginners

best python books for beginners
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This book teaches you about the basic fundamentals of python. The book is divided into two halves.

The first half is about the fundamentals of python programming like dictionaries, loops, etc.

The second half is about self-assessment projects like developing web applications and data visualization.

As you’ll work through the python crash course, you will learn how to:

  • Use powerful Python libraries and tools, including matplotlib, NumPy, and Pygal.
  • Make 2D games that respond to keypresses and mouse clicks, which grow more difficult as the game progresses.
  • Work with data to generate interactive visualizations.
  • Create and customize simple web apps and deploy them safely online
  • Deal with mistakes and errors so you can solve your programming problems

Python Programming: An introduction to computer science

Python Programming by John Zelle focuses on computer science’s core concepts as thoroughly as possible without being complex.
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This book is suitable for use in a university-level first course in computing (CS1) and the increasingly popular course known as CS0. 

This textbook was written mainly to focus on computer science’s core concepts as thoroughly as possible without being complex.

  • This is an e-book designed as a primary textbook for the python course. This book tells us about new technologies to teach us the basics of computer science.
  • This book is designed to be used as a primary textbook in a college-level first course in computing. It takes a fairly traditional approach, emphasizing problem-solving, design, and programming as computer science’s core skills.
  • It clarifies introductory programming concepts and shows why Python is an excellent choice for a first language.

Head – First Python

Head First Python by Paul Barry explains how to use manuals with engaging images, puzzles, stories, and quizzes to stimulate learning and retention.
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This book explains how to use manuals with engaging images, puzzles, stories, and quizzes to stimulate learning and retention. 

Head-first python would not only make you learn about how Python differs from other programming languages and how it’s similar, but you’ll also learn how to be a great programmer as well. 

The book uses a visually rich format for how your brain works, not a text-heavy approach that makes you sleepy.

  • This book is considered the must-have for those who are beginning to study a python programming language and code professionals. 
  • It is a complete learning experience for Python that helps you learn the language through a unique method beyond syntax and how-to manuals, helping you understand how to be a great Python programmer. 
  • It is a complete learning experience that will help you become a bonafide Python programmer in no time. You’ll also learn how to write mobile apps for Android.
  • With Head First Python, you’ll quickly grasp Python’s fundamentals, working with the built-in data structures and functions. Then you’ll move on to building your very own web app, exploring database management, exception handling, and data wrangling.

A Byte of Python

A Byte of Python serves as a guide and a tutorial to the Python programming language. It mainly targets the newbies.
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This book serves as a guide and a tutorial to the Python programming language. It mainly targets the newbies. 

It is useful for experienced programmers as well. If all you know about computers is how to save text files, you can learn Python from this book. 

If you have previous programming experience, then also you can learn Python from this book.

  • ‘A Byte of Python’ is a free book on programming using the Python language. It serves as a tutorial or guide to the Python language for a beginner audience.
  • This book also serves as a tutorial for those who want to enter into the industry of python programming.
  •  This book is written solely to educate the masses in a language that is not only simple but highly powerful.

Django for Beginners

Django for Beginners is a project-based introduction to Django and Python, the popular Python-based and Django web framework.
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Django for Beginners is a project-based introduction to Django and Python, the popular Python-based and Django web framework. 

This book is suitable for total beginners who have never built a website before and for professional programmers also who are looking for a fast-paced guide to modern web development, Django fundamentals, and python programming.

  • Django is a free, open-source web framework written in the Python programming language.
  • This book is a step-to-step guide for beginners who have an interest in web development using python. You will learn how to build, test, and run websites.
  • In this book, you will build five web applications, starting with a simple Hello, World app, progressing to a Pages app, a Message Board app, a Blog app with forms and user accounts, and finally, a Newspaper app that uses a custom user model, email integration, foreign keys, authorization, etc.

Learn Python the hard way

Learn Python the Hard Way will get you started in python programming. The title says it’s the hard way to learn to write code, but it’s not. It’s only the “hard” way because it uses a technique called instruction.
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This book is meant to get you started in python programming. The title says it’s the hard way to learn to write code, but it’s not. It’s only the “hard” way because it uses a technique called instruction.

You may not learn programming from this book, but you will learn the skills you need to start learning the language. 

This book’s job is to teach you the three most essential skills that a beginning programmer needs to know, i.e., reading & writing, attention to detail, and spotting differences.

  • In this book, you will learn about basic game & web development using the Python programming language. This book will guide you through the installation of a python environment, organizing and writing code, basic mathematics, etc.
  • You’ll learn about how the software would work, what good programs will look like, and how to read, write, and think about code.

Python Cookbook: Recipes for Mastering Python 3

Python Cookbook is best for experienced Python programmers who want to focus on modern tools and programming
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You’ll find a complete explanation for more than a dozen topics, covering the core Python language as well as tasks that are common to a wide variety of application domains. 

Each topic contains code samples you can use in your projects right away, along with discussing how and why the solution works. 

This book is best for experienced Python programmers who want to focus on modern tools and programming.

  • Machine Learning with Python expands your imagination by teaching you methods about creating your machine learning solutions using python programming.
  • It starts with Machine Learning fundamentals and then moves ahead for various machine learning algorithms’ advantages and disadvantages.
  • It also deals with various advanced topics such as data processing, model evaluation, pipelines, etc.

Fluent Python: Clear, Concise, and Effective Programming

The Fluent Python will teach how to write effective, idiomatic Python code by taking advantage of its best and possibly most neglected features.
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You’ll learn how to write effective, idiomatic Python code by taking advantage of its best and possibly most neglected features. 

It makes the user understand how properties, attribute descriptors, class decorators, and metaclasses work. It also explains how unique methods are the key to the consistent behavior of objects.

  • Fluent Python will guide you to write the most efficient Python code by using Python’s best features.
  • Firstly, it covers the Python data model and then moves ahead to data structures and functions, Object-oriented idioms, Control flow, etc.
  • It is a complete package of Python core features and libraries that will finally teach you to code shorter, faster, and readable.

Grokking Algorithms: An illustrated guide for programmers and other curious people

Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply standard algorithms to the practical problems which you face every day as a programmer. In this book, you'll firstly start with sorting and searching.
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Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply standard algorithms to the practical problems which you face every day as a programmer. In this book, you’ll firstly start with sorting and searching. 

As you build up your thinking skills algorithmically, you’ll get to understand and tackle more complex concerns such as data compression and artificial intelligence.

  • Grokking Algorithms deals with the teaching algorithms in a fun and engaging way using lots of examples and illustrations.
  • In the beginning, it starts with easier topics such as sorting and searching.
  • It eventually moves on to much more complicated topics like data compression, artificial intelligence (AI), etc. 

 Python Programming for the Absolute Beginner

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If you are new to the programming world with Python and are looking for a solid introduction, this is the best book for you. 

This book will acquire the skills you need for practical Python programming applications and learn how these skills can be used in real-world scenarios. Throughout the chapters, you will find code samples that illustrate the concepts presented. 

By the time you finish this book, you’ll be well versed in Python and be able to apply the basic programming principles you’ve learned to the next programming language you face.

  • Python Programming focuses on video gaming programming.
  • This book is for those who have their interest in making video games and their programming.

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Automating Boring Stuff with Python

In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in a couple of minutes what would take you hours to do by hand without any prior programming experience required.
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In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in a couple of minutes what would take you hours to do by hand without any prior programming experience required. 

Once you’ve mastered the basics of programming, you’ll create Python programs that are effortlessly useful.

  • Automate Boring Stuff with Python primarily focuses on removing monotonous tasks.
  • You’ll learn Python’s basics and explore Python’s rich library of modules for performing specific tasks, such as scraping data from websites, reading PDF and Word documents.
  • In this book, there are step-by-step instructions to walk you through each program and updated practice projects at the end of each chapter which challenges you to improve those programs and use your skills to complete similar tasks.

Effective Python: 59 Ways to Write Better Python

Effective Python will help you master a genuinely Pythonic approach to programming, which would harness Python’s full power to write exceptionally robust and well-performing code.
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Effective Python will help you master a genuinely Pythonic approach to programming, which would harness Python’s full power to write exceptionally robust and well-performing code.

This book will guide the user on how to avoid pitfalls with metaclasses and dynamic attributes. 

This book is a complete solution for debugging, testing, and optimization to improve quality and performance. You’ll learn the best way to accomplish critical tasks, so you can write code that’s easier to understand, maintain, and improve.

  • In Effective Python, there are 59 independent articles that are used to develop an understanding of the core concept of Python.
  • It begins with the simple topics and ending with the more complex and typically overlooked concept of classifying memory leaks.
  • The independent articles in this book allow the facility to focus on the most exciting and applicable topics.

Python for Kids: A Playful Introduction to Programming

Python for Kids brings Python to life and brings you into the world of programming.
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Python for Kids brings Python to life and brings you into the world of programming.

With this book, new terms are defined, code is colored, dissected, explained, and quirky. 

The Chapters in this book end with programming puzzles designed to stretch your brain and strengthen your understanding. By the end of the book, you’ll have to program two complete games. This book helps in organizing and reuse your code with functions and modules.

  • Python for Kids is primarily focused on teaching Python to the kids in a fun and exciting way.
  • It includes a clear, easy, and comprehensive Python introduction. This book is very straightforward and contains clear examples.
  • In the first part of this book, there are two fun application projects. The first project is to build a single-player version of Pong, called Bounce.
  • The second project is to build side-scrolling video games. This book applies the same concepts and tasks as Bounce with more depth and increased complexity.

Teach Your Kids to Code: A Parent-Friendly Guide to Python Programming

Teach Your Kids to Code is for both parents and teachers to teach kids basic programming and problem-solving using Python.
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Teach Your Kids to Code is for both parents and teachers to teach kids basic programming and problem-solving using Python. 

This book is also used in college courses and by tech companies like Google and IBM. There are step-by-step explanations that would help the kids to learn python programming with visuals and game-oriented examples. 

There are friendly introductions to fundamental programming concepts such as variables, loops, and functions which will help even the youngest programmers build the skills they need to make their cool games and applications.

  • Teach your kids to code is a well-written and effective way to teach children problem-solving skills. There are two projects included within this book.
  • The first activity is a turtle graphics library. The turtle library has several rudimentary designs, such as drawing a rotated square, circle, rectangle, etc.
  • In the second activity, variables, calculations, and mathematics in Python are defined. The code explanation is obvious with line-by-line details.

Python in Easy Step

Python in easy steps begins by explaining how to install the free Python interpreter to quickly create your executable programs by copying the book's examples.
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Python in easy steps begins by explaining how to install the free Python interpreter to quickly create your executable programs by copying the book’s examples. 

It has an easy-to-follow style that will appeal to programmers moving from another programming language and to the student who is studying Python programming at school or college. 

It would also help those seeking a career in computing and those who need a fundamental understanding of computer programming.

  • Python in easy step is well written, and the author has defined the coding concept in small, understandable chunks so that it could be understood easily by kids.
  • This book covers the topics like – variables, loops, functions, lists, etc.

Conclusion

We have quoted a few excellent Python books for all types of readers. Even though picking a favorite is hard, you can usually settle for one based on your interests.

Those mentioned above can be used by both beginners and experts in the field of python programming.

Learning python can be made fun by following and reading the books mentioned above. You can choose your textbook according to your skillset, level, and interest.

Let this blog be the guiding light through your journey to learn Python programming, along with the pleasure of learning at your own pace and in your comfort zone!!

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