What is computer programming?
Computer programming is a way of giving computers instructions about what they should do next. These instructions are known as code, and computer programmers write code to solve problems or perform a task.
The end goal is to create something: that could mean anything from a web page, or a piece of software, or even just a pretty picture. That’s why computer programming is often described as a mix between art and science; it’s technical and analytical, yet creative at the same time.
Computer programming is also a creative process that instructs a computer on how to do a task.
Every Programmer loves free eBook and free courses, even more, if it comes from renowned technical book publishers like Oreilly and Manning.
The following list contains different types of free Python books; some of them, like A Whirlwind Tour of Python, is useful for beginners and intermediate Python developers and others like 20 Python Libraries You Aren’t Using are very useful for experienced Python programmers.
The list also contains some real-world, practical advice on what not to do while working with Python in the form of “How to Make Mistakes in Python” free eBook. This is the one I liked most because we all make mistakes and if we continue to learn from our own mistakes we won’t learn much in whole life, but if we start learning from other’s mistakes, then we can quickly learn a lot of things.
Free Python Programming Books
So, without wasting any more time, here is my collection of free Python books which you will love. These books are not old and out-dated, they are quite the latest and cover the latest and greatest information. They are the best quality material that is made free by their author and publisher. You can also download each of these books in PDF, MOBI or EPUB format after signing Oreilly Newsletter.
1. Python for Everybody
The goal of this free Python Programming book is to provide an Informatics-oriented introduction to programming. The primary difference between a computer science approach and the Informatics approach taken in this book is a greater focus on using Python to solve data analysis problems common in the world of Informatics. 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.
2. Python Cookbook
Author: By David Beazley and Brian K. Jones
Read Online: http://chimera.labs.oreilly.com/books/1230000000393
If you need help writing programs in Python 3 or want to update older Python 2 code, this free Python cookbook is just what the doctor ordered. This book is full of practical recipes written and tested with Python 3.3, this unique free book is for experienced Python programmers who want to focus on modern tools and idioms.
You can also combine this book with the Introduction To python programming – a free Python course from Udemy which is trusted by more than 350,000 students already for better learning.
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
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 map Reduce Design Pattern 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
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
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 library useful for functional programming in this free Python functional programming book.
6. Python in Education
Author: Nicholas Tollervey
You’ve probably heard about the computing revolution in schools, and perhaps you’ve even heard of Rasppery Pl 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 the 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
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
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
Description: This free Python eBooks will teach you the syntax, semantics, and patterns so that you can take advantage of the 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
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
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 wishes to learn more about Python. If you are looking for a more comprehensive resource then you can also combine these books with The Python Bible™ | Everything You Need to Program in Python course on Udemy.
With all these ebooks,your journey to becoming a python programmer will be smooth