Python Books for Beginners 2021
Python Books for Beginners 2021

This article is about Best Python Books for Beginners will give you a list of books to learn Python. Python is a multi-purpose programming language used for web developments, machine learning and complex data analysis. Python is a language fits for beginners because it is easy to learn and understandable.

As the language’s popularity soaring continuously, the opportunities in Python programming are also amplifying. If you are interested to learn (Python Programming), books are suitable source of learning.

Books could provide the ability to learn the basics at your convenience and they are really detailed in terms of specificity.

Watch the video here to see the full presentation of the Best Python Books for Beginners 2021

Here are the Best Python Books for Beginners and Advanced Programmers suggested by the Python Community.

Best Python Books for Beginners 2021

Best Python Books for Beginners, Kids and Advanced Programmers

  • Python Crash Course

    The book Python Crash Course is considered as one of the best python books for beginners is created by Eric Matthews introduces a fast-paced and comprehensive Python language for beginners who wish to know how to create Python programming and write useful programs.

    This book is created to get you up to skill fast enough and have you writing real programs in no time. This book could also boost up knowledge for those who has vague understanding about the Python language before trying their hands-on Python programming.

    As you go through exploring this book, you will learn the libraries and important tools such as the Django, Matplotlib, Paygame and Plotly and learn to work with data to create interactive visualizations. This book is one of the best books to learn Python recommended by the Python Programmers.

    The said book has 544 pages which dissects into two parts. The first part of the book sheds light about the python programming basics and discusses the concepts such as dictionaries, lists, loops and classes.

    This approach checks your knowledge by discussing the three different projects: Space Invaders-inspired arcade game, A set of data visualizations with Python’s handy libraries, and A simple web app you can deploy online.

  • Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners

    This book teaches best Python 3 to everyone including technically inclined beginners and liberal art majors and geeks alike which is considered as one of the best selling Python books. The book provides step-by-step instructions and guides you through each program, gives you knowledge on writing programs quickly and efficiently in Python. AI Sweigart, the author of this book aims to challenges his readers with the updated practice as they read each chapters.

    By exploring the chapters of this book, you will basics of Python, and could explore rich library modules for performing tasks like scraping data data of websites, reading PDF and word documents, and automated clicking and typing tasks. The second edition content of this book also includes an additional new chapter on input validation and tutorials on how to automate Gmail and Google Sheets, and tips on automated updating CSV files.

    Aside from having the new chapter, you will also learn to create programs that could effortlessly perform good features of automation to search for text files from or across multiple files, create, update, rename and move files and folders, search the web and download online content, update and format data in excel spreadsheets of any size, fill out forms and more.

  • Learning Python, 5th Edition

    This book is written by Mark Lutz aims to give a comprehensive, in depth introduction to the core Python language based on his training course. This book encourages the learner to write efficient, high-quality code. This book is created for everyone who wants to learn and master Python from the beginners up to the professional developers. Anyone can access and learn from this book. by exploring to this book, you will know the Python’s major built-in object types, like numbers, lists and dictionaries. The learner will also know the code redundancy, organize statements. This book also introduces OOPs concepts in Python through diving into classes.

    By the end of the chapters, general programming ideas like exception handling and tools for development are also covered including the Python tools such as decorators, metaclasses, descriptors and Unicode processing for advanced readers and programmers.

  • Head-First Python (2nd edition)

    The Head-First Python written by Paul Barry is one of the best book Python, because it is a quick and easy fix for those who wants to learn the basics of python programming without applying themselves to counterproductive tutorials and books. This book could help the learner gain a quick grasp of the fundamentals of Python programming and working with built-in functions and data structures and then moves to help the learner build web application, data wrangling and exception handling and other concepts. The book makes use of a visual format than a text-based approach, helping the learner to gain and learn better.

    Paul Barry worked in the IT industry for over a decade before entering the academic world becoming a lecturer at the Institute of Technology, Carlow, Ireland. He is author of well-known programming books, such as ‘Head First Python’, Head First Programming and Programming the Network with Perl.

  • Elements of Programming Interviews in Python: The Insiders’ Guide

    This book is created to challenge the learners with a collection of 250 problems to test their skills in Python programming. These collected questions are the representative of interview questions used at leading software companies. These problems illustrates 300 tested programs, 200 figures and 150 additional variants followed with detailed solutions. This book also contains further summary of non-technical aspects of interviewing tips on negotiating the best offer and guides on the best way of using EPI. The summary includes data structures and provided algorithms to boost learners’ knowledge.

    The ‘Elements of Programming Interviews in Python‘ is designed in series of chapters from basic to advanced data structures. Each chapter contains brief introduction, case study, top tips and a review of the essential library methods and the followed by broad and thought-provoking problems.

Free Python Books for Beginners 2021

Allen Downey, Jeff Elkner and Chris Meyers were the authors of the book ‘Learning with Python‘ that serves as an introduction to Python Programming and using it to create excellent real-world programs. This book is divided into 20 sections and includes contributors list and way forward. The initial sections introduces the basics of programming and explains what makes-up a program. While the other sections contains the basic Python concepts such as variables, conditionals, functions, fruit functions and iteration. The book ends with the discussion of the core concepts such as objects, debugging, lists, stacks, trees, queues, inheritance and trees. The book could be access for free in different formats: PDF, Postscript, Gzipped Rar and HTML. Those who wants to learn more on Python programming are free to download and print the files because the book has a license under the GNU Free Documentation License. The book is also translated and available in other languages like Spanish, German, Italian ans Czech for download.

The book ‘A Byte of Python‘ written by C.H. Swaroop is free and one of the best books on Python programming for beginners guide to have better understanding and knowledge about Python Language. The book is more on discussing Python 3 version but can also assist you in adapting the older versions of the language. The book is available and translated in many languages including Chinese, French, Swedish, Turkish, Spanish, German, Ukrainian, Russian, Korean and Portuguese. These translation have been provided by the active community members who smartly work to keep the edits going and also keep the book updated.

The book provides an introduction to what the book is all about, describes Python and its history on how it has considered as one of the most influential languages in the world of programming. The book content also consider the demands of the readers in terms of dedication. Then it moves to the concepts of Python with detailed description and corresponding examples at every step. This culminates with how the reader Can continue continue in learning Python after reading the book because it leaves you with a problem to solve to test the readers’ skills at the last step.

Best Python Programming Books for Advanced Programmers

Machine learning has been used by many commercial application and projects as an integral ingredient and has been rising over the years. This book was written by Sarah Guido and Andreas C. Muller which aims to teach the readers on how to use Python programming language to build machine learning solutions. The limitation to machine learning applications were only the imagination as the amount of the data usage increases.

Going through this book, the readers will learn about the steps required in creating a rich machine-learning application using Python and sci-kit-learn library. The book introduces the fundamental concepts and applications of machine learning to the readers before proceeding to the pros and cons of the popular machine learning algorithms.

The readers may also learn about the advanced methods for model evaluation and the ideas of pipelines, which is essential for encapsulating of the workflow and chaining models. Therefore, the book gives suggestions to help the readers improve their data science skills.

Luciano Romalho, the author of the book ‘Fluent Python‘ aims to give the beginners the ideas or concepts in their hands-on guide that helps them learn how to write useful Python code using the most neglected but best features of the language.

The book introduces the features and libraries of Python language and helps the readers write shorter, readable and faster codes. The book introduces various concepts that includes python data model, data structures object-oriented idioms, control flow, function as objects and metaprogramming. These concepts are essential for beginners in learning the Python language. Reading through this book, advanced Python programmers learn about the Python 3 version and to become proficient in this version of the said language.

One of the author is Luciano Romalho, a Web Developer and has worked with some of the most important news portals in Brazil using Python and built his own training company for Python programming.

Python Cookbook‘ written by David Bealy and Brian K. Jones helps the beginners in Python 3 learn and master their programming skills in Python 3 and update the Python 2 code. The written cookbook is filled with tried and tested recipes in Python 3.3 that is a ticket for experienced Python programmers who wants to take the approach to modern tools and idioms than just standard coding. The book has completed the variety of topics, including the Python language and its uses with the corresponding tasks common to a large number of application domains.

The topics include in the book are not limited to strings, functions, data, classes, iterators, structures, modules, concurrency, packages, testing, debugging and exceptions. The recipes mentioned above presumes that the readers have the knowledge needed to understand the topics in the book. Each of the recipe contains the sample code that the reader may use in their projects. the book end with the discussion about the work of the codes and why the solution works.

Bonus Python Books

The book entitled Programming Python is written by Mark Lutz is best suited for the programmers that has already understood the basics of the Python programming and willing to boost their skills to get ready to real work done. this book also covers in-depth tutorials for various application domains such as GUIs, system administration and the Web. This book will also help the readers understand better on how the database use the Python language, networking, text processing, front-end scripting and much more.

This book also explains the most used tools, programming techniques and language syntax through a brief but precise approach. This book has examples that shows the right usage and common idioms. The book digs into the language like a software development tool, matched with multiple examples illustrated particularly to that purpose.

Learn Python 3 the Hard Way written by Zed A. Shaw is composed of collected 52 brilliant crafted exercises. It is perfect for the beginners who have no experience programming before, junior developers and returning professionals who needs to boost their skills. This book requires you to learn practical coding by practicing provided exercises and fixing problems for better understanding.

This book has provided discussions on various topics like basic mathematics, variables, files, strings, program design, loops and data structures and many others. Doing exercises in Python learning helps beginners understand the structure of a well-written program, the software’s working and how to detect and avoid mistakes in code using tricks that were commonly used by the skilled programmers.

Best Python Books for Kids

This book written by Jason R. Briggs is best suited for kids or beginners aging 10 above because it in a clear and easy to follow ways of introducing the basics of Python programming. The content of this book has examples and are clearly illustrated and straightforward. The book also provides detailed guide in installing the Python to the system followed by using Python shell as a simple calculator. This book suits to be the best and solid guide for building a good foundation in Python basics.

The book majorly consist of variables, arithmetic operators, strings, lists, tuples, dictionaries, turtle library, conditional statements, loops, functions modules and other important fundamentals of Python programming.

Coding Projects in Python by DK aims to teach beginners and kids ages 9-12 because this book intrigues the readers to build software whether they learned block language such as Scratch or no programming experience at all. The book has the grocery reference in its back part that is very helpful for kids and beginners to learn and study more for their future projects.

The book teaches the beginners on how to download and install the Python in the software and writing and saving created programs

Python in Easy Steps by Mike McGrath is created for beginners and kids who wish to know the Python programming. The book presents coding concepts in small, comprehensive chunks. The book is suited for middle school students that has some experience in some languages like Scratch and would enjoy learning from it and could understand it well.


There you have it itsourcecoders, these Best Books to Learn Python for Beginners may help you with the information and may guide you with your journey in exploring the Python Language.

To the beginners who were interested in learning the Python Language, these books are the best source of knowledge and exercise their skills to master the way of coding in Python.

To the advanced programmers, you could boost your skills by exploring the best books for advance programmers available in the description of each books above. If you wish to have detailed guide, you could also consider learning the language through online Python tutorials.

Did these books caught your interest? Which of these books you find the most helpful? Do you have any ideas about the best Python books for beginners that you could recommend? You could share to us your ideas in the comments.

Books are helpful if you are browsing for an online Python course, then the Complete Python Pro Boothcamp 2021 would be the great course to begin in Learning Python course.

Related Article Below

Looking for more source code? Type your keyword here here!


Please enter your comment!
Please enter your name here

This site uses Akismet to reduce spam. Learn how your comment data is processed.