I have listed the books in an ascending level of difficulty. Check them out and enjoy :).
How to Think Like a Computer Scientist: Second Interactive Edition
Author: B. Miller & D. Ranum
This interactive book teaches you Python the interactive way, right in the browser.
Have you always wanted to learn how to code but never thought you could? Do you want to challenge your brain in a new way?
A very exhaustive book covering most of the language features, from datatypes to OOP and debugging.
This book aims to help you learn the wonderful Python language and show how to get things done quickly and painlessly – in effect ‘The Perfect Anti-venom to your programming problems’.
This document is a syllabus for a first course in Python programming. This course contains an introduction to the Python language, instruction in the important and commonly used features of the language, and practical excercises in the use of those features.
[DOWNLOAD REQUIRED] For children 8 years and older, who would like to learn computer programming. It covers the very basics of programming, and uses the Python programming language to teach the concepts.
A complete scholar overview of all Python 3 functionnalities from the Alabama University.
How do you learn to program? Through a series of simple exercises that teach programming fundamentals with an easy-to-use, easy-to-learn programming language.
This 450+ page book has 42 chapters that will help you build Python programming skills through a series of exercises. This book includes six projects from straight-forward to sophisticated that will help solidify your Python skills.
[FRENCH] Apprenez à programmer avec Python 2. Découvrez la programmation et le language Python grâce à cet ouvrage de référence.
[FRENCH] Apprenez à programmer avec Python 3. Mise à jour du précédent ouvrage avec les spécificité de Python 3.
A book for the total new comers into Python world. Was started as book for students before they read Python tutorial.
[FRENCH] Beginner and progressive course about Python theory and concepts
A usefull page with good links to read about Python
This is a free class for people with a little bit of programming experience who want to learn Python.
The Non-Programmers’ Tutorial For Python 3 is a tutorial designed to be an introduction to the Python programming language. This guide is for someone with no programming experience.
This opinionated guide exists to provide both novice and expert Python developers a best-practice handbook to the installation, configuration, and usage of Python on a daily basis.
The book teaches complete beginners how to program in the Python programming language. The reader not only learns about several classical ciphers, but also how to write programs that encrypt and hack these ciphers.
Getting Started with Django (or GSWD) is a series of video-based lessons meant to take you from novice to competent , or maybe even beyond.
(4 free chapters) Python 3x Programming, Made Fun and Easier by Jody S. Ginther is for the beginning programmer who wants to learn visually and have some fun while learning programming. The full course will take the beginner from ground zero to making their own arcade style game complete with; music, sound, graphics, and how to make a distribution package to share it with your friends in 21 lessons.
[SPANISH] Libro sobre programación en Python a modo de tutorial, adecuado para todos los niveles de aprendizaje, desde novatos hasta expertos que quieren conocer más sobre Python.
Python in Hydrology is written for learning Python using its applications in hydrology. The book covers the basic applications of hydrology, and also the advanced topic like use of copula.
A beginner’s guide to web development with Django 1.5.4. This book has been designed to get you going fast and to learn by example. You’ll learn the key aspects of the Python Django Framework by developing an application called Rango.
This book is prepared from the training notes of Anand Chitipothu. Anand conducts Python trainings classes on a semi-regular basis in Bangalore, India.
It’s an easy-to-follow self-paced tutorial, based on author and Python expert Mark Lutz’s popular training course.
[PORTUGUESE] Este livro aborda assuntos que incluem: criação de interfaces com usuário, computação gráfica, aplicações para internet, sistemas distribuídos, entre outros.
Problem Solving with Algorithms and Data Structures Using Python
Author: B. Miller & D. Ranum
This book is a CS2 data structures textbook, with a review of Python concepts in chapter 1
Dive Into Python is a free Python book (from 2004) for experienced programmers. It covers many basics of the language
Dive Into Python 3 covers what’s new in Python 3 and how its differs from Python 2.
Discover Kivy the multitouch Python framework for desktop and mobile, and learn how to create a simple game.
With this hands-on tutorial, discover Django the popular high-level Python Web framework that encourages rapid development and clean, pragmatic design.
With this tutorial, discover Pyramid a Python web application development framework. Its primary goal is to make it easier for a Python developer to create web applications.
Learn the Flask web microframework by example. Flask aims to keep the core simple but extensible and gives you freedom to choose the libraries of your choice.
Making Games with Python & Pygame” covers the Pygame library with the source code for 11 games.
This book provides a brief description of each module of the +200 Python standard library and usage examples
The Python Module of the Week series, or PyMOTW, is a tour of the Python standard library through short and concrete examples. It covers more than 50 modules.
How do you move from OO programming to OO design? This 301-page book has 49 chapters that will help you build OO design skills through the creation of a moderately complex family of application programs.
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.
Data Structures and Algorithms with Object-Oriented Design Patterns in Python
Author: Bruno R. Preiss
This book is about the fundamentals of data structures and algorithms. It uses object oriented design patterns and teaches topics like stacks, queues, lists, hashing and graphs. There are also versions for other programming languages.
This book guides you through the process of porting your Python 2 code to Python 3, from choosing a porting strategy to solving your distribution issues. Using plenty of code examples is takes you cross the hurdles and shows you the new Python features.
Probabilistic Programming and Bayesian Methods for Hackers: Using Python and PyMC
Author: Cam Davidson-Pilon and community
aka ‘Bayesian Methods for Hackers’: An introduction to Bayesian methods + probabilistic programming in data analysis with a computation/understanding-first, mathematics-second point of view. All in pure Python 😉
As you will learn in the following pages, web2py tries to lower the barrier of entry to web development by focusing on three main goals: ease of use, rapid development and security
Case studies in Python – using the libraries nodebox and pattern the author creates wonderful fractals and infographics; python code snippets included
Djen of Django is a book consisting of a series of small Django projects based on small real-world examples. For instance, building a Pastebin, a Blog or a Project Management Application. Djen of Django focuses on teaching the reader Django best practices through the use of real-world examples.
A guide to practical data mining, collective intelligence, and building recommendation systems.
Small and nice python game examples
This is a tutorial and cookbook for Biopython (Biopython is a set of freely available toos for biological computations.
This is an example-driven, hands on tutorial that carefully teaches programmers how to accomplish numerous text processing tasks using Python.
This book is aimed at more experienced Python programmers who are looking to deepen their understanding of the language and modern programming idioms.
This book is a collection of the best practices for using Flask. There are a lot of pieces to the average Flask application.
In this 55 pages tutorial, Ian Ozsvald shows you a number of techniques to get a 10-500 performance increase in your Python apps, from profiling, to PyPy, numPy, Multiprocessing…
[PDF DRAFT] This book gives an entry point to hands-on computer vision (images, videos…) with enough understanding of the underlying theory and algorithms.
Practical introduction to programming for language processing, written by the creators of NLTK.
This book is about complexity science, data structures and algorithms, intermediate programming in Python, and the philosophy of science.
Think Stats is an introduction to Probability and Statistics for Python programmers.
source: Python Books on Github