Download Free Python Books - 20+ Python books

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When it comes to learning Python, the best way to learn is to read a book or two to have a good knowledge of Python programming. Finding a good python book becomes hard but worry not I have compiled a list of python books that you can get started with.

This list contains python books for all levels. You can find free books for yourself, even if you are bigginer, mid-level, or senior python programmer.

Book No 1: Cracking Codes with Python

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About "Cracking Codes with Python"

Cracking Codes with Python teaches complete beginners how to program in the Python programming language. The book features the source code for several ciphers and hacking programs for these ciphers. The programs include the Caesar cipher, transposition cipher, simple substitution cipher, multiplicative and affine ciphers, Vigenere cipher, and hacking programs for each of these ciphers. The final chapters cover the modern RSA cipher and public-key cryptography.

Table of Contents:

  • Making Paper Cryptography Tools
  • Programming in the Interactive Shell
  • Strings and Writing Programs
  • The Reverse Cipher
  • The Caesar Cipher
  • Hacking the Caesar Cipher with Brute-Force
  • Encrypting with the Transposition Cipher
  • Decrypting with the Transposition Cipher
  • Programming a Program to Test Your Program
  • Encrypting and Decrypting Files
  • Detecting English Programmatically
  • Hacking the Transposition Cipher
  • A Modular Arithmetic Module for the Affine Cipher
  • Programming the Affine Cipher
  • Hacking the Affine Cipher
  • Programming the Simple Substitution Cipher
  • Hacking the Simple Substitution Cipher
  • Programming the Vigenere Cipher
  • Frequency Analysis
  • Hacking the Vigenere Cipher
  • The One-Time Pad Cipher
  • Finding and Generating Prime Numbers
  • Generating Keys for the Public Key Cipher
  • Programming the Public Key Cipher
  • Debugging Python Code

Book No 2: Dive Into Python 3

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About "Dive Into Python 3"

Mark Pilgrim's Dive Into Python 3 is a hands-on guide to Python 3 (the latest version of the Python language) 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. Dive Into Python 3 is a Python book for experienced programmers.

Table of Contents

  • Your First Python Program
  • Native Datatypes
  • Comprehensions
  • Strings
  • Regular Expressions
  • Closures & Generators
  • Classes & Iterators
  • Advanced Iterators
  • Unit Testing
  • Refactoring
  • Files
  • XML
  • Serializing Python Objects
  • HTTP Web Services
  • Packaging Python Libraries

Book No 3 : Fundamentals of Python Programming

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About "Fundamentals of Python Programming"

This book focuses on introducing programming techniques and developing good habits. To that end, our approach avoids some of the more esoteric features of Python and concentrates on the programming basics that transfer directly to other imperative programming languages.

Table of Contents

  • The Context of Software Development
  • Values and Variables
  • Expressions and Arithmetic
  • Conditional Execution
  • Iteration
  • Using Functions
  • Writing Functions
  • Objects
  • Lists
  • Tuples, Dictionary, and Sets
  • Handling Exception
  • Custom Types
  • Class Desing
  • Algorithm Quality
  • Representing Relationships with Graphs

book No 4: Hands-On Natural Language Processing with Python

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About Hands-On NLP with Python

Natural language processing (NLP) has found its application in various domains, such as web search, advertisements, and customer services, and with the help of deep learning, we can enhance its performance in these areas. Hands-On Natural Language Processing with Python teaches you how to leverage deep learning models for performing various NLP tasks, along with best practices in dealing with today’s NLP challenges.

Table of Contents

  • Analyzing sentiment
  • Recognizing named entities
  • Linking entities
  • Translating text
  • Natural language interfaces
  • Semantic Role Labeling
  • Relation extraction
  • SQL query generation, or semantic parsing
  • Machine Comprehension
  • Textual entailment
  • Coreference resolution
  • Searching
  • Question answering and chatbots
  • Converting text to voice
  • Converting voice to text
  • Speaker identification
  • Spoken dialog systems
  • Other applications

Book No 5: How To Code in Python 3

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Table of Contents

  • How To Define Functions
  • How To Use *args and **kwargs
  • How To Construct Classes and Define Objects
  • Understanding Class and Instance Variables
  • Understanding Inheritance
  • How To Apply Polymorphism to Classes
  • How To Use the Python Debugger
  • How To Debug Python with an Interactive Console
  • How To Use Logging
  • How To Port Python 2 Code to Python 3

Book No 6: Introduction to Python for Econometrics, Statistics, and Data Analysis

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Table of Contents

  • Introduction
  • Built-in Data Types
  • Arrays
  • Basic Math
  • Functions
  • List and List funcitons
  • Importing and expriting data
  • Logical Operators
  • Flow control and loops
  • Dates and Times
  • Graphics
  • pandas
  • Structred Arrays
  • Custom Function and Modules
  • Probability and statistics Functions
  • Statistical analysis with statmodels
  • Non linear Function Optimization
  • String Manipulation
  • File System Operations
  • Performance and code optimization
  • Improving performance using Numba
  • Pthon Advanced packeages

Book No 7 : Invent Your Own Computer Games with Python

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About " Invent Your Own Computer Games with Python"

Invent Your Own Computer Games with Python teaches you how to program in the Python language. Each chapter gives you the complete source code for a new game, and then teaches the programming concepts from the examples. Games include Guess the Number, Hangman, Tic Tac Toe, and Reversi. This book also has an introduction to making games with 2D graphics using the Pygame framework.

"Games are a great way to engage kids, and Python is a perfect language for them to see immediate results on the screen as they code. Invent Your Own Computer Games with Python should be a hit."

Table of contents

  • The Interactive Shell
  • Writing Programs
  • Guess the Number
  • A Joke-Telling Program
  • Dragon Realm
  • Using the Debugger
  • Designing Hangman with Flowcharts
  • Writing the Hangman Code
  • Extending Hangman
  • Tic-Tac-Toe
  • The Bagels Deduction Game
  • The Cartesian Coordinate System
  • Sonar Treasure Hunt
  • Caesar Cipher
  • The Reversegam Game
  • Reversegam AI Simulation
  • Creating Graphics
  • Animating Graphics
  • Collision Detection
  • Using Sounds And Images
  • A Dodger Game with Sounds and Images

Book No 8 : Learn Python the Right Way

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About "Learn Python the Right Way"

Learn Python the Right Way is a modern adaption of How to Think Like a Computer Scientist.This book teaches you How to Think Like a Computer Scientist was already the best introduction to Python book available.

Table of contents

  • The way of the program
  • Variables, expressions and statements
  • Hello, little turtles!
  • Functions
  • Conditionals
  • Fruitful functions
  • Iteration
  • Strings
  • Tuples
  • Event handling
  • Lists
  • Modules
  • Files
  • List Algorithms
  • Classes and Objects
  • Recursion
  • Exceptions
  • Dictionaries
  • Inheritance
  • Linked Lists
  • Stacks
  • Queues
  • Trees
  • Debugging

Book No 9 : Learning to Program Using Python

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Table of contents

  • Introduction
  • How is Python Different
  • The Python Interpreter
  • Types of Operator
  • Strings
  • Lists
  • Dictionaries
  • Tuples
  • Files
  • Statements
  • Exceptions
  • More OOP
  • Databases
  • Graphical User Interfaces

Book No 10: Program Arcade Games With Python And Pygame

Table of contents

  • Create a Custom Calculator
  • What is a Computer Language?
  • Quiz Games and If Statements
  • Guessing Games with Random Numbers and Loops
  • Introduction to GraphicsBack to Looping
  • Introduction to ListsIntroduction to Animation
  • Functions
  • Controllers and Graphics
  • Bitmapped Graphics and Sound
  • Introduction to Classes
  • Introduction to Sprites
  • Libraries and Modules
  • Searching
  • Array-Backed Grids
  • Sorting
  • Exceptions
  • Recursion
  • Formatting Labs

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Book No 11: Programming Computer Vision with Python

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Table of contents

  • Basic Image Handling and Processing
  • Local Image Descriptors
  • Image to Image Mappings
  • Camera Models and Augmented Reality
  • Multiple View Geometry
  • Clustering Images
  • Searching Images
  • Classifying Image Content
  • Image Segmentation
  • OpenCV

Book No 12: Building Your Skills In Python

You will build projects with Python. Some of the Projects that are in the book are the following

  • Areas of the Flag
  • Bowling Scores
  • Musical Pitches
  • Chess Game Notation

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Book No 13: Python Data Science Handbook

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Table of contents

  • IPython: Beyond Normal Python
  • Introduction to NumPy
  • Data Manipulation with Pandas
  • Visualization with Matplotlib
  • Machine Learning

Book No 14: Python Notes for Professionals book

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Table of contents

  • Defining functions with list arguments
  • Functional Programming in Python
  • Module and Package
  • Math Module
  • Complex math
  • Collections module
  • Operator module
  • JSON Module
  • Sqlite3 Module
  • The os Module
  • The locale Module
  • Itertools Module
  • Asyncio Module
  • Random module
  • Functools Module
  • The dis module
  • The base64 Module
  • Queue Module
  • Deque Module
  • Webbrowser Module
  • tkinter
  • pyautogui module
  • Indexing and Slicing
  • Plotting with Matplotlib
  • graph-tool
  • Generators
  • Reduce

Book No 15: Automate the Boring Stuff with Python

About the "Automate the Boring Stuff with Python"

The second edition of this best-selling Python book "AUTOMATE THE BORING STUFF WITH PYTHON" (over 500,000 copies sold!) uses Python 3 to teach even the technically uninclined how to write programs that do in minutes what would take hours to do by hand.

Table of contents

  • Python Basics
  • Flow Control
  • Functions
  • Lists
  • Dictionaries and Structuring Data
  • Manipulating Strings
  • Pattern Matching with Regular Expressions
  • Input Validation
  • Reading and Writing Files
  • Organizing Files
  • Debugging
  • Web Scraping
  • Working with Excel Spreadsheets
  • Working with Google Sheets
  • Working with PDF and Word Documents
  • Working with CSV Files and JSON Data
  • Keeping Time, Scheduling Tasks, and Launching Programs
  • Sending Email and Text Messages
  • Manipulating Images
  • Controlling the Keyboard and Mouse with GUI

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Book No 16:The Python Handbook

The Python Handbook, as I mentioned earlier is written by an experienced writer, who mainly targets an audience who is lazy to learn python programming. The book avoids, mentioning stories and useless theories and directly comes to the point that you should know about.

Table of contents

  • Introduction to Python
  • Installing Python
  • Running Python programs
  • Python 2 vs Python 3
  • The basics of working with Python
  • Data types
  • Operators
  • The Ternary Operator
  • Strings
  • Booleans
  • Numbers
  • Constants
  • Enums
  • User Input
  • Control statements
  • Lists
  • Tuples
  • Dictionaries
  • Sets
  • Functions
  • Objects
  • Loops
  • Classes
  • Modules
  • The Python Standard Library
  • The PEP8 Python style guide
  • Debugging
  • Variables scope
  • Accept arguments from the command line
  • Lambda functions
  • Recursion
  • Nested functions
  • Closures
  • Decorators
  • Docstrings
  • Introspection
  • Annotations
  • Exceptions
  • The with statement
  • Installing 3rd party packages using pip
  • List comprehensions
  • Polymorphism
  • Operator Overloading
  • Virtual Environments

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Book No 17: Build Application in Python

This is a free Python book, written by Suraj. The book's target audience is from beginner level to intermediate level python enthusiasts. By reading this book you will be able to get the intermediate level of skills in python programming language. the book is about 75 pages but has the potential of 300 normal pages. it is the most practical book I have ever seen. if you are someone who is no fan of theory, then this book is definitely recommended.

Table of contents

  • How to run Python code?
  • Variables
  • Taking input from the user
  • Exercise
  • Variable types
  • Numeric
  • Operators
  • Membership test
  • Boolean operators
  • High-level data structures
  • List
  • Tuples
  • Set
  • Constructs
  • File handling
  • Appending files
  • Exception handling
  • Functions
  • Building a todo list manager
  • Formatting
  • Adding commands
  • Handling errors
  • Storing user data
  • Listing tasks
  • Adding a task
  • Using modules
  • Make Code Great Again!
  • Some examples
  • Merge two files
  • Student Marks Manager
  • CSV to SQL generator

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Book No 18: Beej’s Guide to Python Programming

This Python book, named "beej's Ghid to Python programming", has a unique way of explaining things. This Python book will help you get confident in yourself as a python programmer, No jokes but you will be thinking of yourself as a python programmer. The practical approach of this book is what helps me to mention this book in the article. If you are into python programming I definitely recommend reading this book as this will teach you Python programming from basics and explain each concept in a practical way.

Table of contents

  • How do I write a program?
  • The Problem That Needs Solving
  • Data and Processing Data
  • Flow Control and Looping
  • What is a String?
  • Lists
  • Dictionaries
  • Functions
  • Classes and Objects
  • Importing Modules
  • Reading Files
  • Exceptions

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Book No 19: Practical Introduction To Python

The name of the book is "A Practical Introduction to Python Programming". This Python book will help you get confident in yourself as a python programmer, No jokes but you will be thinking of yourself as a python programmer. The practical approach of this book is what helps me to mention this book in the article. If you are into python programming I definitely recommend reading this book as this will teach you Python programming from basics and explain each concept in a practical way.

Table of contents

  • Printing the Hello World
  • For Loops
  • Numbers and Operations
  • Control Statements
  • Counting
  • Summing
  • Swapping
  • Strings in Python
  • Lists In Python
  • random Module
  • While Loops
  • Break Statement in Python
  • Data types in Python
  • Dictionaries in Python
  • Working with Text Files
  • Functions
  • Object-Oriented Programming
  • Graphics
  • Gui Programming with Tkinter
  • Useful Modules
  • Regular Expressions
  • Maths with Python
  • Exception Handling

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Book No 20 : The Coder’s Apprentice

Table of contents

  • Introduction
  • Using Python
  • Expressions
  • Style
  • Simple Functions
  • Modules
  • Iterations
  • Functions
  • Recursion
  • Strings
  • Tuples
  • Lists
  • Dictionaries
  • Sets
  • Text Files
  • Exceptions
  • Object Orientation
  • Operator Overloading
  • Sequences
  • Class inheritance
  • Regular Expressions
  • Comma-Separated Values (CSV)
  • Pickling
  • JavaScript Object Notation (JSON) HTML and XML

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Summary and Conclusion

So, you can pick any of the books from the above-listed books and start learning python right away. Also please make sure you subscribe to my youtube channel

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