Python is one of the most helpful and widely used programming languages. Here’s bringing 50 super helpful and free ebooks on Python programming that can help you become a python pro.
1. Introduction to Programming Using Python
Author: Brian Heinold
Publisher: Mount St. Mary’s University, 2013
Partly a tutorial and partly a reference book. I summarize information in tables and give a lot of short example programs. I also jump right into things and fill in background information as I go, rather than covering the background material first.
2. A Beginner’s Python Tutorial
Author: Steven Thurlow
Publisher: Wikibooks, 2013
Contents of Beginner’s Python Tutorial: Installing Python; Very Simple Programs; Variables, Scripts; Loops, Conditionals; Functions; Tuples, Lists, Dictionaries; for Loop; Classes; Importing Modules; File I/O; Exception Handling.
3. Hacking Secret Ciphers with Python
Author: Al Sweigart, 2013
The book teaches complete beginners how to program in the Python programming language. The book features the source code to several ciphers and hacking programs for these ciphers. The programs include the Caesar cipher, transposition cipher, etc.
Author: Jan Bodnar
Publisher: ZetCode, 2013
PyQt4 is a toolkit for creating GUI applications. It is a blending of Python language and the successful Qt library. This tutorial is suited for beginners and intermediate programmers. You will learn to program non trivial PyQt4 applications.
Author: Hannes Röst, et al.
Publisher: Wikibooks, 2013
This book describes Python, an open-source general-purpose interpreted programming language, available for all Platforms. Python is a high-level, structured programming language that can be used for a wide variety of programming tasks.
6. Porting to Python 3: An in-depth guide
Author: Lennart Regebro
Publisher: Colliberty 2011
Porting to Python 3 doesn’t have to be daunting. This book guides you through the process of porting your Python 2 code to Python 3. Using plenty of code examples is takes you cross the hurdles and shows you the new Python features.
Author: W.J. Turkel, A. Crymble, A. MacEachern
Publisher: NiCHE, 2010
This book is a tutorial-style introduction to programming in Python for practicing historians (and other humanists). We assume that you’re starting out with no prior programming experience and only a basic understanding of computers.
8. Programming Computer Vision with Python
Author: Jan Erik Solem
Publisher: O’Reilly Media, 2012
The idea behind this book is to give an easily accessible entry point to hands-on computer vision with enough understanding of the underlying theory and algorithms to be a foundation for students, researchers and enthusiasts.
9. Making Games with Python and Pygame
Author: Al Sweigart, 2012
This is a programming book that covers the Pygame game library for the Python programming language. Each chapter gives you the complete source code for a new game and teaches the important programming concepts from these examples.
10. How to Think Like a Computer Scientist: Learning with Python
Author: Jeffrey Elkner, Allen B. Downey, Chris Meyers
Publisher: Green Tea Press, 2012
This book is an introduction to computer science using the Python programming language. It covers the basics of programming, including variables, functions, control flow, program debugging. Later chapters cover basic algorithms and data structures.
11. Natural Language Processing with Python
Author: Steven Bird, Ewan Klein, Edward Loper
Publisher: O’Reilly Media, 2009
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies. With it, you’ll learn how to write Python programs that work with large collections of unstructured text.
Author: Zed A. Shaw, 2011
This is a very beginner book for people who want to learn to code. If you can already code then the book will probably drive you insane. It’s intended for people who have no coding chops to build up their skills before starting a more detailed book.
13. Think Stats: Probability and Statistics for Programmers
Author: Allen B. Downey
Publisher: Green Tea Press, 2011
Think Stats is an introduction to Probability and Statistics for Python programmers. This new book emphasizes simple techniques you can use to explore real data sets and answer interesting statistical questions. Basic skills in Python are assumed.
14. Python for Informatics: Exploring Information
Author: Charles Severance
Publisher: PythonLearn, 2010
The goal of this 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.
15. Practical Programming in Python
Author: Jeffrey Elkner, at al., 2010
The goal of this book is twofold: to teach you how to program in Python; and to teach you to think like a computer scientist. This way of thinking combines some of the best features of mathematics, engineering, and natural science.
16. Introduction to Media Computation: A Multimedia Cookbook in Python
Author: Mark Guzdial
Publisher: Georgia Institute of Technology, 2002
Guzdial introduces programming as a way of creating and manipulating media — a context familiar to today’s readers. Starts readers with actual programming early on. Puts programming in a relevant context (Computing for Communications).
17. Python for Fun
Author: Chris Meyers, 2004
This collection is a presentation of several small Python programs. They are aimed at intermediate programmers – people who have studied Python and are fairly comfortable with basic recursion and object oriented techniques.
18. Python Tutorial
Publisher: Python Software Foundation, 2008
This tutorial introduces the reader informally to the basic concepts of the Python language and system. It introduces many of Python’s most noteworthy features, and will give you a good idea of the language’s flavor and style.
19. Python Quick Reference collection
Author: Richard Gruet, 2007
This reference collections cover references for python version 1.52 to version 2.7. It covers invocation options, environment variables, lexical entities, basic types and their operations, advanced types, statements, iterators, generators, descriptors, decorators, built-in functions, built-in exceptions, and more.
20. Think Python: An Introduction to Software Design
Author: Allen Downey
Publisher: Green Tea Press, 2008
A concise introduction to software design using Python. Intended for people with no programming experience, this book starts with the most basic concepts and gradually adds new material. The goal is to teach you to think like a computer scientist.
Author: David Mertz
Publisher: Addison-Wesley Professional, 2003
A hands-on tutorial that teaches how to accomplish numerous text processing tasks using Python. Filled with examples, the book provides efficient solutions to specific text processing problems and strategies for all text processing challenges.
22. Non-Programmers Tutorial For Python
Author: Josh Cogliati
Publisher: Wikibooks, 2005
This free tutorial is designed to be an introduction to the Python programming language. The guide is for someone with no programming experience. The author attempts to teach programming by reading code and writing code.
23. Invent Your Own Computer Games with Python
Author: Albert Sweigart
Publisher: Albert\Sweigart, 2008
A programming book for kids interested in learning to program their own computer games with python, a serious computer language which is used by professional programmers also. The book explains programming principles from the source code examples.
24. Python Cookbook
Author: David Beazley, Brian K. Jones
Publisher: O’Reilly Media, 2013
This cookbook is for experienced Python programmers who want to focus on modern tools and idioms. 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 applications.
25. Effective Django
Author: Nathan Yergler
Publisher: PyCon, 2013
Effective Django development means building applications that are testable, maintainable, and scalable. After reading this book you should have an understanding of how Django’s pieces fit together and how to use them to engineer web applications.
26. Test-Driven Development with Python
Author: Harry Percival
Publisher: O’Reilly Media, 2013
Test-Driven Development with Python focuses on web development, with some coverage of JavaScript. This book uses a concrete example — the development of a website, from scratch — to teach the TDD methodology and how it applies to web programming.
27. Python Scientific Lecture Notes
Author: EuroScipy tutorial team, 2012
Teaching material on the scientific Python ecosystem, a quick introduction to central tools and techniques. The different chapters each correspond to a 1 to 2 hours course with increasing level of expertise, from beginner to expert.
28. The Art and Craft of Programming: Python Edition
Author: John C. Lusth
Publisher: The University of Alabama, 2012
Contents: Starting Out; Literals; Combining Literals; Precedence and Associativity; Variables; Assignment; Conditionals; Functions; Python Programs and Using Files; Input and Output; More about Functions; Scope; Loops; Lists; Recursion; etc.
29. Introduction to Python for Econometrics, Statistics and Numerical Analysis
Author: Kevin Sheppard, 2012
Python is a widely used general purpose programming language, which happens to be well suited to Econometrics and other more general purpose data analysis tasks. These notes provide an introduction to Python for a beginning programmer.
30. Python Scripting for Computational Science
Author: Hans Petter Langtangen
Publisher: Springer, 2009
With a primary focus on examples and applications of relevance to computational scientists, this useful book shows computational scientists how to develop tailored, flexible, and human-efficient working environments built from small scripts.
31. Start Here: Python Programming for Beginners
Author: Jody Scott Ginther
Publisher: toonzcat.com, 2010
This book is meant to help you begin learning the basics of Python programming version 3 or later. It is a brief introduction to Python. The author attempts to be as brief as possible to get the new programmer into programming as fast as possible.
32. Snake Wrangling for Kids
Author: Jason R Briggs
Publisher: Lulu.com, 2007
Snake Wrangling for Kids is a printable electronic book, for children 8 years and older, who would like to learn computer programming. It covers the very basics of programming, and uses the Python 3 programming language to teach the concepts.
33. The Definitive Guide to Django
Author: A. Holovaty, J. Kaplan-Moss
Publisher: Apress, 2007
Django is the Python–based equivalent to the Ruby on Rails web development framework. The authors show you how they use this framework to create award–winning web sites. This is the first edition of the Django Book which covers 0.96 version.
34. Python course in Bioinformatics
Author: Katja Schuerer, Catherine Letondal
Publisher: Pasteur Institute, 2008
This course is designed for biologists who already have some programming knowledge in other languages. The focus is on biological examples that are used throughout the course, as well as the suggested exercises drawn from the field of biology.
35. The Python Imaging Library
Author: Fredrik Lundh, Matthew Ellis
Publisher: PythonWare, 2002
The Python Imaging Library adds image processing capabilities to your Python interpreter. This library provides extensive file format support, an efficient internal representation, and fairly powerful image processing capabilities.
36. How To Write Your Own Software Using Python
Author: Steven F. Lott, 2008
The book will help you build basic programming skills. It is organized in a way that builds up the language in layers from simple concepts to more advanced features. Programming exercises are provided to encourage further exploration of each layer.
37. The Python Language Reference Manual
Author: Guido Van Rossum
Publisher: Network Theory Ltd., 2003
The definitive language reference for Python. It describes the syntax of Python and its built-in datatypes. It covers advanced topics, and is suitable for readers who are familiar with the details and rules of the Python and its object system.
38. Data Structures and Algorithms with Object-Oriented Design Patterns in Python
Author: Bruno R. Preiss, 2004
The primary goal of this book is to promote object-oriented design using Python and to illustrate the use of the emerging object-oriented design patterns. The book shows how these patterns are used to create good software designs.
39. Learn to Program Using Python
Author: Alan Gauld
Publisher: Addison-Wesley Professional, 2000
Book for hobbyists, self-starters, and all who want to learn the art of computer programming in Python. Data types and variables, debugging, and namespaces are covered. Also includes sample applications that illustrate ideas and techniques in action.
40. Introduction to Programming using Python
Author: K. Schuerer, et al.
Publisher: Pasteur Institute, 2008
This text teaches programming concepts to biologists. It is aimed at people who are not professional computer scientists, but who need a better control of computers for their own research. This course is part of a course in informatics for biology.
41. A Byte of Python (for Python 3.0)
Author: Swaroop C H, 2008
This is a tutorial and a guide on Python programming for absolute beginners. If all you know about computers is how to save text files, then this is the book for you. The book is updated for the upcoming Python 3.0 language.
42. Building Skills in Python
Author: Steven F. Lott, 2008
This book is a complete presentation of the Python for professional programmers who need to learn the language. The author leads you from a tiny, easy to understand subset of statements to the entire Python language and all built-in data structures.
43. Python Standard Library
Author: Fredrik Lundh
Publisher: O’Reilly, 2001
A large collection of useful Python scripts, the best parts of comp.lang.python newsgroup messages, plus hundreds of new scripts. The text covers the standard library, the examples should work on most platforms and Python versions.
44. GUI Programming with Python: QT Edition
Author: Boudewijn Rempt
Publisher: OpenDocs, LLC, 2002
This book covers application development using the library extension PyQt, which forms the basis for GUI programming. First part explains concepts using small examples, in the second part the author develops a complete, complex application.
45. Dive Into Python
Author: Mark Pilgrim
Publisher: Apress, 2004
This is a book for experienced programmers, a hands-on guide to the Python language. Each chapter starts with a complete code sample, picks it apart and explains the pieces, and then puts it all back together in a summary at the end.
46. An Introduction to Python
Author: Guido van Rossum
Publisher: Network Theory Ltd., 2006
This book is an introduction to Python, an easy to learn, powerful programming language. The tutorial explains the basics of the Python, it does not cover every single feature of the language, but introduces the most noteworthy features.
The writer is a senior correspondent at EFY, Gurgaon
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11. The Art and Craft of Programming: Python Edition
Author: John C. Lusth
Dear Subinoy Biswas, the link is updated now.
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