Python Programming Books

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Python is an interpreted high-level general-purpose programming language. It is used in web development, data science, creating software prototypes, etc. The reason most experienced Python Programmers recommend reading books for learning the Python programming language is because the books contain in-depth and authentic knowledge. We have compiled the list of Best Python Books which are used by beginners and advanced programmers.

Here’s a full list of Python Programming Books with their authors, publishers, and an unbiased review of books as well as links to the Amazon website to directly purchase these books.

  1. Python Programming Books for Beginners
  2. Advanced Python Programming Books
  3. Additional Python Programming Books
  4. Popular Python Programming Books
  5. Python Programming Resources
  6. Additional Recommendations

1. Python Programming Books for Beginners

1. “Learning Python” by Mark Lutz

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“Learning Python” book is written for computer science students and people interested in learning python. This book contains elaborately explanations on topics like functions, numbers, lists, and dictionaries. Other advanced topics like objects, decorators, descriptors, metaclasses, and Unicode processing are also included in this book. This book also contains quizzes, exercises, and illustrations for better understanding.
2. “Head First Programming” by Paul Barry and David Griffiths

“Head First Programming” book is written for computer science students and people interested in learning python. This book contains elaborate information on topics like variables, decisions, loops, functions, and objects. Chapter containing information on reusing code with functions, using library code to save time and effort, sharing data with other programs and many more are included in this book. This book also contains examples and exercises for better understanding.

3. “Python Programming: A Complete Guide For Beginners To Master And Become An Expert” by Brian Draper

“Python Programming: A Complete Guide For Beginners To Master And Become An Expert” book is written for computer science students and people interested in learning python. This book contains elaborate explanations on topics like statements, indentation, comments and many more. This book also addresses functions, loop statements, objects and classes. Other topics like file handling operations, modules, tuples, lists and dictionaries are also included in this book.

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4. “Python: Python Programming For Beginners” by Adam Stark

“Python: Python Programming For Beginners” by Adam Stark offers a solid grounding in Python, and helps you be ready to enter the real world of power programming. This object-oriented programming language is highly interactive and perfect for beginners. This book explains how python is a comprehensive, portable, and extendable language that offers top-notch GUI (Graphic User Interface) programming. Chock full of examples, explanations, exercises, and solutions, this book gives you everything you need to get a good head start on your Python education!
5. “Beginning Programming with Python for Dummies” by John Paul Mueller

“Beginning Programming with Python for Dummies” Book Review: The book is for beginners started using python as well as for experts. This book is a guide to dynamic and powerful programming languages. It provides basic programming concepts and helps familiarize with syntax and logic. It explains the uses of python in data analysis and other applications.

6. “Python Programming: Your Step By Step Guide To Easily Learn Python in 7 Days” by iCode Academy

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“Python Programming: Your Step By Step Guide To Easily Learn Python in 7 Days” by iCode Academy book has all the materials that one needs in learning basic Python Programming. Concepts explained are easy to understand format – much of the technical terms were eliminated, although there are few technical terms that one will likely encounter when creating your codes. The Python Programming book contains samples and explanations are also presented.
7. “Think Python: How to Think Like a Computer Scientist” by Allen B Downey

“Think Python: How to Think Like a Computer Scientist” Book Review: The book starts with the basics like syntax and semantics and then moves to concepts like values, variables, statements, functions, data structures, files and databases. The book also explains object, methods OOPs, debugging for errors and exploration about the interface and GUI. The book has a large number of exercises in every chapter. The book can be used by high school or college level, self-learners, home-schooled students, and professionals who need to learn programming basics in Python 3.


2. Advanced Python Programming Books

1. “Python Crash Course: A Hands-On, Project-Based Introduction to Programming” by Eric Matthes

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“Python Crash Course: A Hands-On, Project-Based Introduction to Programming” book is written for computer science students and people interested in learning python. In the first half of the book, basic topics such as lists, dictionaries, classes, and loops are elaborately explained. Each chapter also contains exercises for better understanding. The second half of the book contains projects for practice. Projects like a space invader-inspired arcade game, data visualizations, and a deployable web app are included in this book.

2. “Programming Python” by Mark Lutz and O’Reilly Media

“Programming Python” book is written for computer science students and people interested in learning python. This book contains in-depth tutorials on primary application domains like system administration, GUIs, and the web. Many commonly used tools and libraries are elaborately explained in this book. Chapters that provide information on language syntax and programming techniques are also included in this book. This book also contains many code examples for better understanding.

3. “Python Testing Cookbook” by Greg L Turnquist

“Python Testing Cookbook” book is written for computer science students and people interested in learning python. This book contains step-by-step directions that help the reader install or build python test tools to solve different problems. Each recipe provides clear explanations about the working methods and answers common questions. This book provides information on many basic and advanced topics of python.

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4. “Python Machine Learning by Example” by (Hayden) Liu and Yuxi

“Python Machine Learning by Example” Book Review: The book consists of fundamentals of machine learning and building intelligent applications. It introduces machine learning and python language. It contains all important concepts like exploratory data analysis, data processing, feature extraction and data visualization. It also includes various easy-to-follow examples and step-by-step illustrations.

5. “Python Programming: An Introduction to Computer Science” by John Zelle

“Python Programming: An Introduction to Computer Science” by John Zelle is designed to be used as a primary textbook by beginners. The core skills of computer science ideas are illustrated using a non-traditional language, namely Python.
6. “Dive Into Python” by Mark Pilgrim

Mark Pilgrim’s Dive Into Python 3 is a hands-on guide to Python 3 and its differences from Python 2. As in the original book, Dive Into Python, each chapter starts with a real, complete code sample, proceeds to pick it apart and explain the pieces, and then puts it all back together in a summary at the end. Example programs were completely rewritten to illustrate powerful new concepts now available in Python 3: sets, iterators, generators, closures, comprehensions, and much more.


3. Additional Python Programming Books

1. “Python Programming: A Complete Guide for Beginners to Master, Python Programming Language” by Brian Draper

“Python Programming: A Complete Guide for Beginners to Master, Python Programming Language” Book Review: The book is designed for beginners and interested in python programming. It covers all the basic concepts and advanced level concepts with examples and explanations. The book consists of topics like python statements, using loop statements in python and python functions.

3. “Python: Programming For Beginners: Learn The Fundamentals of Python in 7 Days” by Michael Knapp and Python Programming

“Python: Programming For Beginners: Learn The Fundamentals of Python in 7 Days” Book Review: The book is basically for beginners of python programming. This book contains high-level programming scripting language. It is also helpful in use for non-scripting contexts.

4. “Python Natural Language Processing” by Jalaj Thanaki

“Python Natural Language Processing” Book Review: The book is filled with the basics of getting the environment ready for natural language processing. It elaborates the power of machine learning and in-depth learning. It focuses on python programming paradigms, understand corpus analysis and identify deep learning techniques for natural language processing.

5. “Python Programming for Beginners: Python Programming Language Tutorial” by Joseph Joyner

“Python Programming for Beginners: Python Programming Language Tutorial” Book Review: The book is basically for beginners of python programming. This book contains high-level programming scripting language. It is also helpful in use for non-scripting contexts.

7. “Mastering Natural Language Processing with Python” by Deepti Chopra and Nisheeth Joshi

“Mastering Natural Language Processing with Python” Book Review: The book provides a seamless understanding of machine learning. It will be helpful in creating NLP projects using NLTK. It will teach applications of machine learning in real-world with examples. Eac and every topic is detailed thoroughly.

8. “Data Structure and Algorithmic Thinking with Python” by Narasimha Karumanchi

“Data Structure and Algorithmic Thinking with Python” Book Review: This book is designed for programmers, job finders and students preparing for exams. The book is a guide to provide solutions for complex problems in data structures and algorithms. It is focused on application and practical approach.

9. “Python Programming: Using Problem Solving Approach” by Reema Thareja

“Python Programming: Using Problem Solving Approach” Book Review: The book is aimed at undergraduate students of python programming. It helps students in applying python programming concepts in solving real-world problems. It consists of important constructs of python language such as control statements, functions, strings and data structures.

10. “Python Pocket Reference 5ed (Pocket Reference (O’Reilly))” by Mark Lutz
11. “A Primer on Scientific Programming with Python (Texts in Computational Science and Engineering)” by Hans Petter Langtangen

“A Primer on Scientific Programming with Python (Texts in Computational Science and Engineering)” Book Review: This book provides an introduction to the computer programming of scientific applications using the high-level Python language. As well as object-oriented programming, the book discusses the procedural programming. This book will be beneficial for students, scientists and engineers.

4. Popular Python Programming Books

1. Learn Python the Hard Way Book
2. Sumita Arora Python Class 11 Book
3. Sumita Arora Python Class 12 Book
4. Computer Science with Python Class 11 Book
5. Think Python Book
6. Effective Python Book
7. Invent your Own Computer Games with Python Book
8. Elements of Programming Interviews in Python Book

You can buy these additional reference books on Python Programming from “Amazon USA” OR “Amazon India”.

Kindly note that we have put a lot of effort into researching the best books on the Python Programming subject and came out with a recommended list of best Python books. If any more book needs to be added to the list of best books on Python Programming Language, please let us know.

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Manish Bhojasia, a technology veteran with 20+ years @ Cisco & Wipro, is Founder and CTO at Sanfoundry. He lives in Bangalore, and focuses on development of Linux Kernel, SAN Technologies, Advanced C, Data Structures & Alogrithms. Stay connected with him at LinkedIn.

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