Are you curious about learning the Python language? Are you perplexed about which book you should read to understand the programming language thoroughly? Are you already familiar with Python but want to expand your knowledge of it and so looking for some good books to read?
Well, if these are some questions that are popping into your mind, then don’t worry, you have arrived at the right place. In this article, we will review the best Python books that will help you choose the ideal book(s) to learn or further advance with the popular programming language.
What is Python?
Python is an interpreted programming language used for web development, machine learning, and complicated data processing. It is a simple and easy language for beginners. There are a lot of opportunities associated with the Python language due to which its importance has increased among professionals and students.
Best Python Books for Beginners & Advanced Programmers
One of the great sources of learning the python language (or anything) is books. If you have the right set of books, then you can easily learn the language and concepts associated with it. Below is the list of books recommended to understand the core concepts of Python:
1. Python Crash Course
If you are a beginner and wish to explore Python, then you should begin with the Python Crash Course, which is written by Eric Matthews. This Python book provides a comprehensive explanation of Python, which is easy to understand by beginners as this book teaches the fundamentals.
The Python book is also considered important for advanced learners who can brush up their knowledge and revise the concept before they try their hands-on Python programming.
The Python Crash Course is arranged into 2 sections. In the first part, you will learn the fundamentals of the programming language, whereas, in the second part, you will learn how to make simple web apps. Also, you will learn about Python tools, like Pygame, Plotly, and Django as well as the idea behind 2D apps.
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2. Learning With Python: How To Think Like A Computer Scientist
Talking about this Python book, which is written by Allen Dorway, Jeff Elkner and Chris Meyers, it will draw your attention towards coding and how with Python you can create real-world programs. The book details the basics of Python in a very systematic and straightforward manner.
The book is organized into 20 sections, the first of which introduces Python as a programming language and explains what makes it so, before advancing to basic Python concepts, such as variables, functions, conditionals, iteration, and functions.
Towards the end of the book, you will learn about advanced concepts in Python, such as objects, inheritance, stacks, queues, and trees. The main standout of this book is that it is freely available in a variety of formats, including PDF, Postscript, and HTML.
You can easily download Learning With Python: How To Think Like A Computer Scientist on your devices and also, the Python book is available in a galore of languages, including Spanish, Italian, German, and Czech.
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3. Head-First Python [2nd Edition]
Head-First Python is written by Paul Barry. It is considered among the best Python books to learn the programming language fast. The Python book helps you to grasp the fundamentals of Python quickly and comprehend in-built functions and data structures. The Python book will explain how you can build your web application. It follows a visual (illustrative) format rather than a text-based approach as the author believes that students can learn better with what they see. However, the drawback of this book is that it doesn’t cover concepts like data handling and data wrangling.
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4. Fluent Python: Clear, Concise, and Effective Programming
Luciana Ramalho’s book “Fluent Python: Clear, Concise, and Effective Programming” teaches you how to develop robust Python code by utilizing the best features of the programming language. The author of this book explains the quickest tips and tricks to help you make code shorter, faster, and better in terms of comprehensibility.
Fluent Python will assist you in comprehending the many principles and functions of Python. The book is divided into 6 sections that will help you to grasp Python 2 and 3 quickly and to become well-versed with the popular programming language.
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5. Python Cookbook: Recipes for Mastering Python 3
This book, published by David Beazley and Brian K. Jones, will assist you in mastering Python 3 and brushing up on your Python 2 skills. The Python book is designed for advanced learners to test Python 3.3 with the use of modern tools rather than just standard coding.
Python Cookbook covers many Python concepts along with exercises that are common to a large number of application domains. The Python book comes replete with code and a detailed explanation of the same.
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6. Introduction to Machine Learning with Python: A Guide for Data Scientists
For – Experienced
Another good book for advanced Python learners is Sarah Guido and Andreas C. Muller’s “Introduction to Machine Learning with Python: A Guide for Data Scientists.” It teaches you how to utilize the Python programming language to create complicated ML solutions.
Throughout the Python book, you’ll learn about the strategies and methods needed for machine learning applications, as well as the advantages and disadvantages of common ML algorithms. The Python book will explain to you the advanced methods, such as model evaluation and the concept of pipelines that will help you better understand chaining models.
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7. Python for Kids
For – Kids
Jason R. Briggs provides a clear and straightforward introduction to Python programming which is easy to comprehend for the kids. This book is easily available on the Amazon platform and provides a detailed guide on how you can install a python system by using the Python shell as a calculator. This book majorly covers topics such as variables, Arithmetic Operators, String, Dictionaries, Conditional Statements, and so on.
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8. Coding Projects in Python
For – Kids
This Python book is written by DK for kids in the age group of 9-12 years and motivates students to build Python programs from scratch. The reference section at the end of the book helps children to learn the python language easily and to study how to download and install python in the system. The kids can buy the book from the Amazon platform to gain an understanding of the python language.
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Conclusion
That sums up this article on the best Python books. You can choose one or more books from the above list to make your Python learning better. In addition to books, you can learn Python via a range of media, such as online tutorials, YouTube videos, and webinars. Remember, practice is the key. All the best!