Top 10 Free Python Programming Books - Download PDF or Read Online (original) (raw)

The Python 2 version of the book is still available. You can download this free Python book in PDF, EPUB, and HTML format.

There is also a free course with the same title - Python for Everybody in Coursera which you can take along this book to learn better. The course is free-to-audit but you need to pay fees if you also need a certificate to show on your LinkedIn profile or resume.

The book is a testament to the generosity and expertise of the diverse individuals who have shared their insights and solutions on Stack Overflow. Released under the Creative Commons BY-SA license, the text content encourages the sharing and adaptation of Python knowledge.

This book serves as a collaborative effort to empower Python developers with a comprehensive and community-driven guide, reflecting the ethos of knowledge-sharing within the programming community..

Inside this book, you’ll find complete recipes for more than a dozen topics, covering the core Python language as well as tasks common to a wide variety of application domains. Each recipe contains code examples you can use in your projects right away, along with a discussion about how and why the solution works. The books are free for reading online, but if you want an eBook, you can buy it here.

3. Hadoop with Python

Author: Zachary Radtka and Donald Miner
Download: http://www.oreilly.com/programming/free/hadoop-with-python.csp
Description:
Hadoop is mostly written in Java, but that doesn't exclude the use of other programming languages with this distributed storage and processing framework, particularly Python. Zachary Radtka and Donald Miner, author of the O'Reilly book MapReduce Design Patterns, takes you through the basic concepts behind Hadoop, MapReduce, Pig, and Spark. He is a, which is based on his experiences as a MapReduce developer.

In this short and concise free Python ebook, you'll learn how to use Python with the Hadoop Distributed File System (HDFS), MapReduce, Spark, the Apache Pig platform and Pig Latin script, and the Apache Spark cluster computing framework.

4. How to Make Mistakes in Python

Author: Mike Pirnat
Download: http://www.oreilly.com/programming/free/how-to-make-mistakes-in-python.csp
Description:
Even the best programmers make mistakes, and experienced programmer Mike Pirnat has made his share during 15+ years with Python. Some have been simple and silly; others were embarrassing and downright costly. In this free Python eBook, he dissects some of his most memorable blunders, peeling them back layer-by-layer to reveal just what went wrong.

For example, you could install every third-party package that looks interesting and ends up with a tangled mess where nothing works right. Or you could write a test that manages to break the build. Mike’s done both and so much more.

By avoiding these missteps, you’ll be free to make truly significant mistakes—the ones that advance the art of programming. It's also a good companion for another free Python course from Udemy, Python for Absolute Beginners, which I have recommended to many of my readers for learning Python for free.

5. Functional Programming in Python

Author: David Mertz
Download: http://www.oreilly.com/programming/free/functional-programming-python.csp
Description:
Python is not a functional programming language, but it is a multi-paradigm language that makes functional programming easy to perform, and easy to mix with other programming styles. In this free Python book, David Mertz, author of Text Processing in Python, examines the functional aspects of the language and points out which options work well and which ones you should generally decline.

David Mertz describes ways to avoid Python’s imperative-style flow control, the nuances of callable functions, how to work lazily with iterators, and the use of higher-order functions. You will also learn several third-party Python libraries useful for functional programming in this free Python functional programming book.

6. Python in Education

Author: Nicholas Tollervey
Download: http://www.oreilly.com/programming/free/python-in-education.csp
Description:
You’ve probably heard about the computing revolution in schools, and perhaps you’ve even heard of Raspberry Pi. The Python programming language is at the center of these fundamental changes in computing education. Whether you’re a programmer, teacher, student, or parent, this reports arms you with the facts and information you need to understand where Python sits within this context.

In this free Python eBook, Author Nicholas Tollervey, author of Programming with MicroPython: Embedded Programming with Microcontrollers and Python book, takes you through the features that make Python appropriate for education and explains how an active Python community supports educational outreach. You’ll also learn how Raspberry Pi is inspiring a new generation of programmers with Python’s help.

7. Picking a Python Version: A Manifesto

Author: David Mertz
Download: http://www.oreilly.com/programming/free/from-future-import-python.csp
Description:
This free Python eBook guides you through the implicit decision tree of choosing what Python version, implementation, and distribution are best suited for you. It weighs and discusses the merits of each of these choices, and briefly discusses the reasons each option exists

8. 20 Python Libraries You Aren't Using (But Should)

Author: Caleb Hattingh
Download: http://www.oreilly.com/programming/free/20-python-libraries-you-arent-using-but-should.csp
Description:
This free Python programming book will help you to explore some of the lesser-known Python libraries and tools, including third-party modules and several extremely useful tools in the standard library that deserve more attention.

Author Caleb Hattingh diligently spent time finding and testing hidden gems in the huge crowd of Python open-source libraries that fit several criteria, like easy to install and use, cross-platform, applicable to more than one domain, and not yet popular but likely to become so soon.

You will learn about little-known standard library modules: collections, contextlib, concurrent. futures, logging and sched in Python.

9. A Whirlwind Tour of Python

Author: DescriptoinJake VanderPlas

Download: http://www.oreilly.com/programming/free/a-whirlwind-tour-of-python.csp

Description: This free Python eBook will teach you the syntax, semantics, and patterns so that you can take advantage of Python's open Data Science stack, like NumPy, Pandas, Matplotlib, Scikit, etc. In this short book, Jake VanderPlas, author of Python Data Science Handbook explains Python’s essential syntax and semantics, built-in data types and structures, function definitions, control flow statements, and more, using Python 3 syntax.

In short, these free Python books provide a brief yet comprehensive introduction to Python for engineers, researchers, and data scientists who are already familiar with another programming language, like Java, C++, or Ruby.

10. Test-Driven Development with Python

Author: by Harry Percival
Read Online: http://chimera.labs.oreilly.com/books/1234000000754
Description:
Test-Driven Development with Python focuses on web development, with some coverage of JavaScript. This free Python book uses a concrete example and explains how to develop a website, from scratch to teach the TDD methodology.

It also explains how it applies to web programming, from the basics of database integration and javascript, going via browser automation tools like Selenium, to advanced (and trendy) topics like NoSQL, web sockets and Async programming.

This book is only free for reading online, you cannot download PDF or EPUB version, if you need, then you can buy the eBook from Amazon.

11. Python Web Frameworks

Author Carlos De La Guardia
Download: http://www.oreilly.com/web-platform/free/python-web-frameworks.csp
Description:
Even though JavaScript tools dominate today’s web development landscape, Python provides aspiring web developers with a wide variety of useful web frameworks, written in a powerful, easy-to-learn language. This free Python eBook surveys 30 Python web frameworks that have more than 1,000 monthly downloads and provides a deeper look into six of the most widely used.

Carlos De La Guardia, the author of Web Development with Grok, introduces Python frameworks like Appier, Cyclone, and Fantastico to Grok, Muffin, and Twisted and Dive into details on the top six Python frameworks, like Django, Flask, Tornado, Bottle, Pyramid, and CherryPy.

That's all about some of the best free Python Programming eBooks. You can download these books in PDF, MOBI, or EPUB format for online and offline reading. Though these books are short and concise, they still contain a wealth of information for Python developers and anyone who wishes to learn more about Python.