Python is a programming language that is used in computer programming. It is used for server-side web development, application development, mathematics, and framework scripting. It supports a variety of programming standards, including procedural, object-oriented, and useful programming. Because of its extensive standard library, it is described as a “batteries included” language. These are the top 10 Python books that will help you learn and implement Python.
1. Python Crash Course, 2nd Edition: A Hands-On, Project-Based Introduction to Programming
By Eric Matthes
Python Crash Course is the best-selling book in the Python programming language world. This fast-paced, extensive introduction to Python programming will enable the reader to write programs, solve problems, and make things work in no time.
In the first part of the book, essential programming concepts like factors, records, classes, and exercise writing clean code are explained.
In the second part of the book, the reader will get to know about three major projects which are Space Invaders-inspired arcade game, a series of data visualizations using Python’s useful libraries, and a simple web app that the reader can publish online. The reader will also learn how to create complex programs.
2. Learning Python, 5th Edition
By Mark Lutz
With this book, you’ll get a thorough introduction to the central Python language. This updated fifth edition based on creator Stamp Lutz’s popular training course can help you quickly understand the high-quality Python code. It’s a great place to start, whether you’ve never programmed before or are a seasoned designer with experience in other languages.
This edition of the book gets you started with Python 2.7 and 3.3—the most recent versions in the 3. X and 2. X lines—as well as all other releases in common usage today. It includes quizzes, exercises, and useful visuals. You’ll also learn about some advanced language features that are becoming more prominent in Python programs recently.
3. Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners
By Al Sweigart
This book is a best-selling classic. In this second edition, you’ll learn how to use Python to type programs that solve problems in just minutes rather than hours. There is no previous programming knowledge is required. You’ll learn the fundamentals of Python and explore Python’s extensive collection of modules for tasks such as scraping data from websites, browsing PDF and Word archives, and automating clicking and writing assignments. Each chapter will give different knowledge related to Python and it also offers practice projects at the end of each chapter. These practices will challenge you to enhance those codes and programs with a new set of skills.
4. Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
By Wes McKinney
This book provides a practical, current introduction to data science tools in Python, written by Wes McKinney, the inventor of the Python pandas project. It’s great for Python programmers who are new to data science and scientific computing. On GitHub, you can find data files and related materials.
In this book, you’ll learn how to manipulate, analyze, clean, and crunch datasets in Python. This version of the book, which has been updated for Python 3.6, is jam-packed with practical case studies that show you how to address a wide range of data analysis problems successfully. You’ll get to know the recent up-gradations in pandas, NumPy, IPython, and Jupyter.
5. Python Basics: A Practical Introduction to Python 3
By David Amos
If you are new to Python, you’ll get a step-by-step guide to building your core abilities. Each topic and language feature will be introduced in a logical order. Every step in this book is taught and demonstrated with brief, easy-to-understand code examples. The purpose of this book is to educate rather than to impress or terrify.
This book works as an all-rounder for seasoned-developer, beginners, and teachers, self-starters in programming, and professional programmers. This book consists of core knowledge of programming. Many practical problems are present in the book based on VBA, PowerShell, R, Perl, C, C++, C#, Java, or Swift with Python to boost the programming skills.
6. The Big Book of Small Python Projects: 81 Easy Practice Programs
By Al Sweigart
The Big Book of Small Python Projects will both inspire and entertain the reader. This book consists of 81 Python projects that will teach the reader how to quickly build digital art, games, animations, counting systems, and more.
After understanding how the code works, the reader will practice rebuilding the program and experimenting with their personal touches. This simple text-based application includes no more than 256 lines of code.
Each project is made independently and shared online, whether it’s a classic screensaver, a snail racing game, a clickbait headline generator, or an animated DNA strand. The reader will love the learn-by-doing approach.
7. Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and The Cloud
By Paul Deitel, Harvey Deitel
This book’s technique is to teach Python programming to people interested in computer science and data science. This book, which includes Jupyter Notebooks supplements and existing supplements, gives up-to-date knowledge on the subject and application.
Students can participate in changing projects in business, industry, government, and academia by using real-world datasets and artificial intelligence technologies. This book’s modular format enables professors to quickly apply it to broad computer and data science courses offered to students from a variety of majors.
Data science and artificial intelligence disciplines can be integrated as needed by computer science educators, while data science instructors can use more or less Python.
8. Python: For Beginners: A Crash Course Guide To Learn Python in 1 Week
By Timothy C. Needham
Python is a very powerful programming language that allows you to begin thinking like a coder right away. It’s very accessible, and the tension that many beginners experience when learning obscure syntax from time to time offered by other programming languages doesn’t bother the programmer at all. This book is very beneficial for beginners who are not good at programming and also good for seasoned programmers.
This book will guide you through an easy method to learn Python. By reading the book and putting what you’ve learned into practice, you’ll understand why big organizations including NASA, Google, Mozilla, Yahoo, Dropbox, IBM, Facebook, and many others prefer to utilize Python in their core products, services, and business processes.
9. Fluent Python: Clear, Concise, and Effective Programming
By Luciano Ramalho
Python’s simplicity allows the reader to immediately enhance productivity. Use this hands-on guide to discover how to use Python’s best features and build generous and effective Python code.
The author teaches the reader through Python’s key language features and libraries, as well as how to make code shorter, faster, and easier to read. Professional programmers try to modify Python to match patterns learned from other languages, but they never find Python capabilities that are outside of their knowledge. This book will definitely help the programmers to become proficient in Python 3
This book also covers data structures, python data modeling, object-oriented idioms, and many more.
10. Python: Learn Python in One Day and Learn It Well
By LCF Publishing, Jamie Chan
In this book, complex ideas are simplified down into simple steps, making it easy to understand the Python language. The examples used in the chapters are deliberately chosen to demonstrate all of the topics.
Furthermore, the output of all the examples is delivered immediately, so the reader does not need to wait till he or she has access to a computer to test the samples. The best approach to learn Python is to experiment with it. At the end of the book, there is a whole project in which you must apply all of the topics you have previously learned. The reader will not only feel a feeling of success as he or she goes through the project, but it will also help them in keeping their knowledge and language perfect.
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