Open In App

9 Best Python Books For Beginners and Experts [2024]

Last Updated : 13 Feb, 2024
Improve
Improve
Like Article
Like
Save
Share
Report

Some programmers say that Python programming language serves as a great option as a first programming language to learn while others claim that it is a great last language to learn!!!! Whatever the case, it is indisputable that Python is an extremely popular language to learn. According to the TIOBE Index, Python is among the top three most popular programming languages in the world currently, and this extraordinary growth is only set to increase. Keeping this in mind, if you want to learn Python, there are many resources available in the market. These can include books or even online courses

Best Books To Learn Python

In this article, we have compiled the best books for Python, both for ranked amateurs and programming whiz kids!!! Each of these books is extremely popular so it is up to you to choose the ones you like according to your learning sensibilities. So without further ado, let’s see them! 

What is Python Language?

Python is known as an object-oriented, dynamic and high-level programming language with strong built-in data structures, along with dynamic binding and dynamic typing thus making it attractive for Rapid Application Development and can be used as scripting or glue language to connect existing components together.

First, let’s start simple and focus on the best Python books for beginners, and then we will move on to more complicated books!

Best Python Books for Beginners

In this section you will find best python books that are good for beginners which are:

1. Python Crash Course: A Hands-On, Project-Based Introduction to Programming (2nd Edition)

Python Crash Course: A Hands-On, Project-Based Introduction to Programming (2nd Edition)

If you want a crash course in Python, fear not!!! The Python Crash Course is an excellent book that provides a thorough introduction to Python that will have you writing programs and solving problems in no time! As you work through this book, you will learn various Python Libraries and tools (NumPy, Pygal, etc.), make basic Python 2-D games, create customizable web apps, and so on… 

The Python Crash Course is basically divided into 2 parts, with the first part focusing on writing correct programs and adding them to a project. The second part is much more fun! It focuses on more practical applications of Python with three substantial projects: a Space Invaders-type arcade game, data visualizations using Python libraries, and a basic web app.

Buying Link : Python Crash Course Book   

2. Head-First Python: A Brain-Friendly Guide (2nd Edition)

Head-First Python: A Brain-Friendly Guide (2nd Edition)

In case you are bored of slogging through Python how-to manuals, then Head-First Python is the way to go! This book is a brain-friendly guide (As its name suggests!) and provides a more visual format to engage your brain rather than a text-heavy approach that can become boring quickly. 

Head-First Python starts the Python journey with the In-Built Data Structures and functions and moves on to Python web apps, database management, exception handling, data wrangling, etc. Interesting topics such as comprehensions, context managers, decorators, and generators are all available for you to learn. Head-First Python is basically a multi-sensory learning experience that will help you in becoming a bonafide Python programmer!

Buying Link : Head-First Python Book   

3. Learn Python the Hard Way: 3rd Edition

 Learn Python the Hard Way: 3rd Edition

Learning Python the hard way is well worth it! This book will teach you Python using 52 brilliantly crafted exercises. You have to type the code for these exercises precisely (Without copying and pasting!) and then fix the mistakes you made and run the code. This will teach you how to write good code and the tricks to fix mistakes that professional programmers use. 

Learn Python the Hard Way starts by helping you install a complete Python environment and then moves on to Basic mathematics, Variables, Strings, Data structures, Object-Oriented Programming, and other important topics. This book claims to reward you for every minute you put into it with the end result that you’ll know one of the world’s most powerful and popular programming languages!!!

Buying Link : Learn Python the Hard Way Book 

4. Python Programming: An Introduction to Computer Science (3rd Edition)

. Python Programming: An Introduction to Computer Science (3rd Edition)

Python Programming: An Introduction to Computer Science is ideal if you want to understand the standard computer science concepts using a very non-standard language, Python!!! This book tries to explain basic computer science concepts as simply as possible without coming across as simplistic. It can also be used as a standard textbook for your first computing course in college as it focuses on the core skills of computer science such as designing, programming, and most importantly problem-solving.

Buying Link: Python Programming Book

Best Python Books for Intermediates/Experts

As we have discussed the best python books for beginners, now in this section there are best python books intermediate and experts:

1. Python Cookbook: Recipes for Mastering Python 3 (3rd Edition)

Python Cookbook: Recipes for Mastering Python 3 (3rd Edition)

The Python Cookbook provides a delicious combination of Python recipes that will allow you to learn to program in Python 3 or update your knowledge in Python 2. These yummy recipes will allow you to become an expert Python cook with a focus on the core Python language and also the common tasks relating to Python applications. 

This cookbook is among the best Python books that contain recipes on topics such as Data Structures and Algorithms, Iterators and Generators, Data Encoding and Processing, Functions, Classes and Objects, Concurrency, and many more. Each of these recipes contains a problem and the solution to that problem along with code samples for better understanding. And that’s not enough, my friends! A discussion is also provided that focuses on the solution and how it works.

Buying Link : Python Cookbook Book 

2. Introduction to Machine Learning with Python: A Guide for Data Scientists (1st Edition)

Introduction to Machine Learning with Python: A Guide for Data Scientists (1st Edition)

Machine Learning is currently a hot topic with multiple applications that are only restricted by your imagination! So Introduction to Machine Learning with Python tries to expand your imagination by teaching you methods to create your own machine learning solutions using Python and the scikit-learn library. 

This book starts with the fundamentals of Machine Learning and then moves on to the advantages and disadvantages of various machine learning algorithms. Then it deals with various advanced topics such as data processing, model evaluation, pipelines, etc. In short, you will essentially use Python to improve your Machine Learning skills.

Buying Link : Introduction to Machine Learning with Python Book 

3. Fluent Python: Clear, Concise, and Effective Programming (1st Edition)

Fluent Python: Clear, Concise, and Effective Programming (1st Edition)

If you want to be fluent in Python my friends, Fluent Python is the book for you!!! It is a hands-on guide that will thoroughly instruct you in writing the most efficient Python code by using the best (and also the most neglected!) features of Python. This is necessary as most programmers try to fit patterns they learned with other languages onto Python and consequently never learn its best features. 

Fluent Python first covers the Python data model and then moves on to data structures, functions, Object-oriented idioms, Control flow, Metaprogramming, etc. It is a complete tour of the Python core features and libraries that will ultimately teach you to make your code shorter, faster, and more readable.

Buying Link: Fluent Python Book 

4. Programming Python: Powerful Object-Oriented Programming (4th Edition)

Programming Python: Powerful Object-Oriented Programming (4th Edition)

If you have understood Python fundamentals and now want to get some real work done, then Programming Python is the book for you! This Python book will help you get an in-depth education about the primary application domains of Python such as system administration, GUI, web applications, databases, networking, etc. with the help of lots of examples. 

The topics included in Programming Python start with a Quick Python tour and then explore System programming, GUI programming, Internet programming, etc. All of these concepts are explained in a clear and concise manner using many examples to make sure you get them right.

Buying Link: Programming Python Book 

5. Grokking Algorithms: An illustrated Guide For Programmers and Other Curious People (1st Edition)

Grokking Algorithms: An illustrated guide for programmers and other curious people (1st Edition)

Learning about algorithms in Python doesn’t have to be boring! Grokking Algorithms aptly demonstrate this as it breaks away from the monotony of reading the dense multi-page proofs available in most algorithm textbooks. This is one of the best books for Python that deals with teaching algorithms in a fun and engaging way using lots of illustrations. Grokking Algorithms start with easier topics such as sorting and searching and eventually move on to much more complex topics like data compression, artificial intelligence, etc. All of these topics are presented using helpful illustrations along with code samples in Python.

Buying Link: Grokking Algorithms Book

Conclusion

So these were the best Python books for both beginners and experts, hence if you want to learn the language you can choose accordingly and create your own path. Python is a growing career and it is also the most demanding programming language used by beginners and professionals as well. It allows you to create some amazing, fully-functional applications. 

Also, Check!

FAQs

1. Is Python Still Worth Learning In 2024? 

Yes, Python is still worth learning in 2024 due to its versatility and the ability to boost the coding skills of developers. 

2. Is It Possible To Learn Python From a Book? 

It is important to find a proper resource if you are starting to learn a proper skill and then connect to a guide. Also, there are many amazing books that you can use to gain proper knowledge.

3. Which Python Book Is Best For Beginners?

These are the best Python books for beginners:

  • Python Crash Course: A Hands-On, Project-Based Introduction to Programming (2nd Edition)
  • Head-First Python: A Brain-Friendly Guide (2nd Edition)
  • Learn Python the Hard Way: 3rd Edition
  • Python Programming: An Introduction to Computer Science (3rd Edition)


Similar Reads

Best Machine Learning Books for Beginners & Experts [2024]
Alan Turing stated, "What we want is a machine that can learn from experience." And this concept is a reality today in the form of Machine Learning! Generally speaking, Machine Learning involves studying computer algorithms and statistical models for a specific task using patterns and inference instead of explicit instructions. And there is no doub
10 min read
Best Books to Learn Data Science for Beginners and Experts
Data Science is the most revolutionary field in the tech industry these days! All companies, whether they are smaller businesses or tech giants, use data to understand market trends and retain their competitive edge. And since more and more companies are using data science, there is an increasing demand for data scientists! This article covers the
7 min read
Best Books To Learn Java For Beginners and Experts
To learn the art of programming in Java, it is important to first learn the rules and then learn when to break them!  And this is important because Java is one of the most popular programming languages in the world as it can be used to design customized applications for a variety of purposes. According to the TIOBE Index for June 2022, Java is stil
6 min read
8 Best Artificial Intelligence Books For Beginners in 2024
Artificial Intelligence (AI) has emerged as a pivotal field in the realm of technology and science, revolutionizing the way machines replicate human intelligence. From chatbots assisting in customer service to algorithms analyzing medical tests, AI has seamlessly integrated into our lives. This article delves into the realm of AI literature, presen
9 min read
7 Best DevOps Books For Beginners in 2024
DevOps is a portmanteau (blending of two words) of 'development' and 'operations'. It is the processes put into effect to improve the performance of the organization by delivering the applications fast and effectively. It differs from the traditional software development processes, shortening the regular software development life cycle. DevOps club
8 min read
10 Best C and C++ Books For Beginners & Advanced Programmers
No matter whether you’re a working professional or a student, if you want to become a good software developer, your learning should never be stopped. But why just C or C++? The basic thing is that C provides programmers with what they desire and they can design as per their needs. C++ was introduced as a successor to C which enables programmers to
8 min read
10 Best Java Books For Beginners and Advanced Programmers in 2022
Old is gold! This is what we say whenever we think of something from the old times which still holds good. In the digital era, books are sometimes misunderstood as old means of learning, when things are available widely on the internet and in the form of soft copies. Reading should never stop! And when it comes to Java which is one of the programmi
6 min read
15 Best Linux/UNIX Books For Beginners
Linux has a variety of operating systems with different features and functionalities. You can use Linux Distros on various hardware manufactured by IBM, Intel, HP, SPARC, etc. Whether you are a developer or a video editor, Linux has so much to offer everyone. In Linux, you can do out-of-the-box tasks or even create something new with your skills. H
10 min read
10 Best JavaScript Books For Beginners & Advanced Developers
To create dynamic and interactive web apps, a developer requires immense knowledge and skills in JavaScript. JS is a fantastic programming language that can run on both client/front-end and server/back-end. JavaScript is not complicated and is very simple once you understand it's concepts. There are many approaches to boosting your knowledge online
7 min read
7 Best Cloud Computing Books For Beginners
Be it on the internet or in reality, sharing resources is what makes the world function. It is important to how and where we store or share our data on the internet, which is when cloud computing comes into play. Here, in this article, we have discussed various books on cloud computing, especially for beginners. What is Cloud Computing?The usage of
8 min read
Article Tags :
Practice Tags :