Top 10 Best Books to Learn Python

Python is an amazing programming language. It can be applied to almost any programming task, allows for rapid development and debugging, and brings the support of what is arguably the most welcoming user community. Getting started with Python is like learning any new skill: it’s important to find a resource you connect with to guide your learning.

Books are a great form of obtaining information as they help you grasp concepts at your own pace and you can read them in your own convenient bubble. This article brings you the top 10 best books for Python that we suggest. Getting started with Python is like learning any new skill: it’s important to find a resource you connect with to guide your learning.

Here are the Top 10 Best Books to Learn Python :

Fluent Python

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Author Luciano Ramalho takes you through Python’s core language features and libraries, and shows you how to make your code shorter, faster, and more readable at the same time. It is one of the top 10 best books to learn python. Many experienced programmers try to bend Python to fit patterns they learned from other languages, and never discover Python features outside of their experience.

 With this book, those Python programmers will thoroughly learn how to become proficient in Python 3.The book is organized by topic so that each section can be read independently. While many of the topics covered in this book are found in introductory books, fluent Python provides much more detail, illuminating many of the more nuanced and overlooked features of the Python language. 

With code examples on almost every page, and numbered call-outs linking lines of code to helpful descriptions, this book is extremely approachable. Additionally, the code examples are geared toward the interactive Python console, a practical approach to exploring and learning the concepts presented.

 This book is hefty, 980 pages long. It is packed with good information, no fluff. Example scripts are stripped down to illustrate precisely the concept being taught. You can run the examples if you want to, but you don’t have to in order to learn what are being taught. Overall it is one of the top best books to learn python.

Python Cookbook

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Code cookbooks are typically designed as short and sweet manuals to illustrate slick ways of doing everyday tasks. In this case, each recipe in Python Cookbook one of the top 10 best books to learn python has an extended code solution as well as an author’s discussion of some particular elements of the solution. 

Each recipe starts out with a clear problem statement, such as, “You want to write a decorator that adds an extra argument to the calling signature of the wrapped function.” It then jumps into a solution that uses modern, idiomatic Python 3 code, patterns, and data structures, often spending four to five pages discussing the solution.

 Based on its more involved and sophisticated examples, and the authors’ own recommendation in the preface, this is probably the most advanced Python book on our list. You may see some code blocks you don’t fully understand—come back to them in a few months. 

Re-read those sections after you’ve picked up a few additional concepts, and suddenly, it will click. Most of the chapters start out fairly straightforward, and then gradually become more intense. The latter half of the book illustrates designs like decorator patterns, closures, accessor functions, and callback functions. Overall it is one of the top books to learn python.

Learn Python the Hard Way

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This book is one of the top 10 best books to learn python illustrates valuable lesser-known Python features and best practices, written to help you gain a deeper understanding of 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. Each of the 43 subsections presents a different concept, referred to as a Python Trick, with discussion and easy-to-digest code examples illustrating how you can take advantage of that concept. Moreover it is one of the top books to learn python.

Invent Your Own Computer Games with Python

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This book is one of the top 10 best books to learn. Starting with an introduction to the Python shell and the REPL loop, followed by a basic “Hello, World!” script, you dive right into making a basic number-guessing game, covering random numbers, flow control, type conversion, and Boolean data. After that, a small joke-telling script is written to illustrate the use of print statements, escape characters, and basic string operations.

 The next project is a text-based cave exploration game, Dragon’s Realm, which introduces you to flowcharts and functions, guides you through how to define your own arguments and parameters, and explains Boolean operators, global and local scope, and the sleep() function.

 After a brief detour into how to debug your Python code, you next implement the game of Hangman, using ASCII artwork, while learning about lists, the in operator, methods, elif statements, the random module, and a handful of string methods. You then extend the Hangman game with new features, like word lists and difficulty levels, while learning about dictionaries, key-value pairs, and assignment to multiple variables. 

Your journey through the rest of the book proceeds in a similar vein. You’ll learn nested loops while building a Mastermind-style number guessing game, Cartesian coordinates for a Sonar Hunt game, cryptography to write a Caesar cipher, and artificial intelligence when implementing Reversi, in which the computer can play against itself. To bring all these concepts together, the book guides you through making a graphical obstacle-dodging game. Moreover it is one of the top books to learn python.

The fact that this book introduces concepts only as needed can be a possible disadvantage. 

Effective Computation in Physics

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It is one of the top 10 best books to learn. On top of actually teaching you Python, it also covers the related topics, like the command-line and version control, as well as the testing and deploying of software. In addition to being a great learning resource, this book will also serve as an excellent Python reference, as the topics are well organized with plenty of interspersed examples and exercises. 

For those of you who are interested in working with data, the section begins with a quick overview of the essential libraries for data analysis and visualization. You then have a separate chapter dedicated to teaching you the topics of regular expressions, NumPy, data storage, specialized data structures, and parallel computation. 

The Getting it Right section teaches you how to avoid and overcome many of the common pitfalls associated with working in Python. It begins by extending the discussion on deploying software by teaching you how to build software pipelines using make. You then learn how to use Git and GitHub to track, store, and organize your code edits over time, a process known as version control.

 The section concludes by teaching you how to debug and test your code, two incredibly valuable skills. This book stands out because, in addition to teaching all the fundamentals of Python, it also teaches you many of the technologies used by Pythonistas. This is truly one of the best books for learning Python.

Effective Python: 59 Ways to Write Better Python

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This book is one of the top 10 best books to learn a collection of 59 independent articles that build on a basic understanding of Python to teach Pythonic best practices, lesser known functionality, and built-in tools. The topics range in complexity, beginning with the simple concept of being aware of which Python version you’re using, and ending with the more complicated, and typically ignored, concept of identifying memory leaks.

As each article is independent, this is a great book to jump around in, allowing you to focus on the topics that are most applicable or interesting. This also makes it perfect for reading one article at a time. 

With each article being around two to four pages in length, you could make time to read one article per day, finishing the book in two to three months. Overall it is one of the top books to learn python.

Mastering Python Networking

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In Mastering Python Networking, Fourth edition, one of the top 10 best books to learn you’ll embark on a Python-based journey to transition from traditional network engineers to network developers ready for the next-generation of networks. This new edition is completely revised and updated to work with the latest Python features and DevOps frameworks. 

You will learn to leverage high-level Python packages and frameworks to perform network automation tasks, monitoring, management, and enhanced network security, followed by AWS and Azure Cloud networking. You will use Git for code management, GitLab for continuous integration, and Python-based testing tools to verify your network. Overall it is one of the top books to learn python.

Think Python: How to Think Like a Computer Scientist

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This book is one of the top 10 best books to learn. It teaches you how coders think about coding, and it does a good job of it. Compared to the other books, its drier and organized in a more linear way. The book focuses on everything you need to know about basic Python programming, in a very straightforward, clear, and comprehensive way. 

Previous versions were a little light on exercises, but the latest edition has largely corrected this shortcoming. The book contains four reasonably deep projects, presented as case studies, but overall, it has fewer directed application exercises compared to many other books. No wonder it is one of the top books to learn python.

Python for Kids: A Playful Introduction to Programming

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This is one of the top 10 best books to learn a fun book for all ages, despite its title. It provides a clear, easy to follow, introduction to Python programming. It’s profusely illustrated, the examples are straightforward and clearly presented, and it’s a solid guide for someone who wants to get a good grounding in the basics, plus a little more.

 The book begins with an excellent, detailed guide to getting Python installed on your system, whether that’s Windows, OS X, or Ubuntu Linux. It then proceeds to introduce the Python shell and how it can be used as a simple calculator. This serves to introduce some basic concepts like variables and arithmetic operation. Overall it is one of the top books to learn python.

Python Tricks: A Buffet of Awesome Python Features

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This book is one of the top books to learn python illustrates valuable lesser-known Python features and best practices, written to help you gain a deeper understanding of Python. Each of the 43 subsections presents a different concept, referred to as a Python Trick, with discussion and easy-to-digest code examples illustrating how you can take advantage of that concept.

As it says on the cover, the content is organized as “A Buffet,” with each subsection being a self-contained topic, with a brief introduction, examples, discussion, and list of Key Takeaways. As such, you should feel free to jump around to whichever sections are the most appealing. Overall it is one of the top books to learn python.

Conclusions

As for conclusion this are the best books to learn Python. To gain a solid foundation, you really can’t go wrong with any of the books. All of these books will teach you what you need to know to legitimately call yourself a Python coder. 

See also : Top 10 Java Books