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15 Best Python Books For Beginner and Expert Programmers

Python is considered one of the best programming languages in the modern world. It has a vast field of usages like the development of desktop graphical user interface (GUI), app development, development of websites, development of scientific applications and numeric applications, development of games, etc.

To study this high-value language as a newbie, you need to choose a set of appropriate books. You might get confused once you see numerous books around you. Breath! Here we are to ease up your work. We are going to discuss some of the best Python books that are perfect for those who want to learn Python.  

Best Python Books

In this article, we have gathered a list of books that will help you learn Python easily as a beginner. Most of the books are highly informative and innovative in their ways and styles of learning. These books will also help advanced-level learners to exercise their skills for improvement.

1. Beginning Python: From Novice to Professional

The book teaches the basics of Python and Ant hacking. You can learn about how to work with tuples and strings. Knowledge about abstractions and exceptions, which are common, is nicely given in the book. It also contains different methods, like magic methods, to make your understanding easy. The book also discusses network programming and GUI. And finally, there are 10 different projects which will increase your knowledge and skills.

Table of Contents

  • Ant Hacking: The Basics
  • Lists and tuples
  • Working with Strings
  • Dictionaries: when Indices Won’t Do
  • Conditionals, Loops, and Some Other Statements
  • Abstractions’
  • More Abstraction
  • Exceptions
  • Magic Methods, Properties, and Iterators
  • Batteries Included
  • Files and Stuff
  • Graphical User Interface
  • Database Support
  • Network Programming
  • Python and the Web
  • Testing, 1-2-3
  • Extending Python
  • Packaging your Programs
  • Playful Programming
  • 10 Projects

2. Beginning Programming with Python for Dummies

Do you know how to interact with your computer and Python? Yes, this book will teach you how to make conversation with a computer and interact with Python. You can make decisions and perform different work with enough skill after reading this book. Besides knowing and performing the usual tasks, you will know innovative ways and means to perform advanced tasks.

Table of Contents

  • Getting Started with Python
    • Talking to Your Computer
    • Getting Your Copy of Python
    • Interacting with Python
    • Writing Your First Application
  • Talking the Talk
    • Storing and Modifying Information
    • Managing Information
    • Making Decision
    • Performing Repetitive Tasks
    • Dealing with Errors
  • Performing Common Tasks
    • Interacting with Modules
    • Working with Strings
    • Managing Lists
    • Collecting All Sorts of Data
    • Creating and Using Classes
  • Performing Advanced Tasks
    • Sorting Data in Files
    • Sending an Email
  • The Part of Tens
    • Ten Amazing Programming Resources
    • Ten Ways to Make a Living with Python

3. Automate the Boring Stuff with Python

Let’s talk about some boring stuff via Python. The book is for the advanced-level reader, and many important things are discussed well with Python. There has been a vast discussion on Python programming, where flow control, functions, lists, etc., have come up. It also mentions different working procedures for Excel, PDF, CSV, and many more formats with Python. 

Table of Contents

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

4. Core Python Applications Programming

This is one of the best books for Python programming. The book presents the whole book in three parts where. In the first part, all the generals related to programming are discussed. In the second part, the book teaches about web development, and finally, different experiments and supplements are given nicely.

Within these, many important topics like GUI programming, multi-thread programming, network programming, Cloud computing, etc., came up. After finishing the book, you will agree that it is the best Python book.

Table of Contents

  • General Application Topics
    • Regular Expressions
    • Network Programming
    • Internet Client Programming
    • Multithreaded Programming
    • GUI Programming
    • Database Programming
    • Programming Microsoft Office
    • Extending Python
  • Web Development
    • Web Clients and Servers
    • Web Programming: CGI and WSGI
    • Web Frameworks: Django
    • Cloud Computing: Google App Engine
    • Web Services
  • Experimental/ Supplemental
    • Text Processing
    • Miscellaneous

5. Learn Python in 7 Days

Who does not want to learn within a short time? Here is the book that teaches you Python for a duration of 7 days! The book is nicely organized and shows you different steps of learning Python. Firstly, the book explains why you should learn Python and some basic parts of the data lotion process.

You can learn the variables and operators in the next chapter. You can then go deeper with detailed explanations of each topic in different chapters, such as strings, dictionaries, loops, etc.

Table of Contents

  • Getting Started with Python
  • Type Variables and Operators
  • Strings
  • Lists
  • Dictionary
  • Control Statements and Loops
  • Function and Scope Variable
  • Modules and Packages
  • File Handling and Exceptions
  • Collections
  • Class and Objects

6. Learning Python: Learn to Code

This is a good door book to enter the python. This book will teach you about what are the drawbacks, who are the Python users these days, the process of setting environments, etc. The organization and execution model of Python is elaborately discussed in the book.

Data building and decision-making are other important topics discussed in the book. You can come to know about different developments that are test-driven.

Table of Contents

  • Introduction and First Steps- Take a Deep Breath
  • Built-in Data Types
  • Iterating and Making Decisions
  • Functions, the Building Blocks of Codes
  • Saving Time and Memory
  • Advanced Concepts- OOP, Decorators, and Iterators
  • Testing, Profiling, and Dealing with Exceptions
  • The edges- GUI and Scripts
  • Data Science
  • Web Development Done Right
  • Debugging and Troubleshooting
  • Summing Up- A Complete Example

7. Learning Python

This is an O’Reilly publication of the best Python book. The book starts with questions regarding Python that may arise in someone’s mind. However, the session also contains answers to those questions.

Then, the book shifts to teach the types of Python and different operations. The book chronologically discusses more important things like Statements and Syntax, Functions, Modules, Classes and OOP, and Advanced Topics in detail. 

Table of Contents

  • A Python Q&A Session
  • How Python Runs Programs
  • How You Run Programs
  • Introducing Python Object Types
  • Numeric Types
  • The Dynamic Typing Interlude
  • Strings
  • Lists and Dictionaries
  • Tuples, Files, and Everything Else
  • Introducing Python Statements
  • Assignments, Expressions, and Prints
  • If tests and Syntax Rules
  • While and for loops
  • Interactions and Comprehensions, Part I
  • The Documentation Interlude
  • Function Basics
  • Scopes 
  • Arguments
  • Advance function Topics
  • Iterations and Comprehensions, Part 2
  • Modules: The Big Picture
  • Module Coding Basics

8. Python 3 for Absolute Beginners

Python 3 is one of the best Python books for beginners. The book first introduces the concept of Python to the reader. You will come to know about the design process of different software. Like other programming books with Python, this best Python book also gives descriptions of basic topics related to Python, such as lists, functions, and classes. There are some exceptions in Python programming, which are also mentioned with due importance in a chapter.

Table of Contents

  • Introducing Python
  • Designing Software
  • Variables and Data Types
  • Making Choices
  • Using Lists
  • Functions
  • Working with Text
  • Executable Files, Organization, and Python on the Web
  • Classes
  • Exceptions
  • Reusing Code with Modules and Packages
  • Simple Windowed Applications

9. Learning to Program using Python

Cody Jackson has written a nice book on Python that is very innovative. You can consider it to be the best book for Python programming. Like the other Python books, this book contains almost everything related to Python, such as lists, dictionaries, statements, etc. The book also discusses the elaborate GUI, where you can learn what wxPython does, and provides an overview of GUI. The main discussion points here are different exceptions, such as databases, Python 3, etc. 

Table of Contents

  • Why Python?
  • How is Python Different?
  • Comparison of Programming Languages
  • The Python Interpreter
  • Types and Operators
  • Strings 
  • Lists
  • Dictionaries
  • Tuples
  • Files
  • Statements
  • Documenting Your Code
  • Making a Program
  • Exceptions
  • Object-Oriented Programming 
  • More OOP
  • Databases
  • Distributing Your Program
  • Python 3
  • Overview of Graphical User Interfaces
  • A Simple Graphical Dice Roller
  • What Can wxPython Do?

10. Making Games with Python & Pygame

The book is an intermediate-level programming book on Python. The book discusses different games, how to play them, what the codes are, and more information that will help you make a game like that.

If you plan to read the book, you must know basic Python programming and variables and loops. Slide Puzzle, Simulate, and Star Pusher are some important games discussed here. So, having basic knowledge about programming is a must to get the message of this book.

Table of Contents

  • Installing Python and Pygame
  • Pygame Basics
  • Memory Puzzle
  • Slide Puzzle
  • Simulate
  • Wormy
  • Tetromino
  • Squirrel Eat Squirrel
  • Star Pusher
  • Four Extra Games
  • Glossary

11. Easy Python Programming for Beginners

All the learners search for the best book for Python programming learning. Yes, this is a recommended book for them, and it can be considered the best book for learning Python programming.

You will first get an overview of Python and the installation process for different operating systems like Windows, Mac, and Linux. Then, you will learn about different important portions of programming like Numbers, variables, strings, lists, etc. 

Table of Contents

  • What is Python?
  • Installing Python
  • Introduction of Programming with Python
  • Using Python as a Calculator
  • Control Flow Tools
  • Loops
  • Defining Functions
  • Recap

12. Python for Everybody

Before learning to program, we should convince ourselves why we should learn to program. You will get the answer to this question in this book. You can find different glossaries, debugging, words, and sentences to answer this question. Then, you will gradually learn all the necessary and basic elements related to Python. Finally, you will learn about the visualization process of programming.

Table of Contents

  • Why should you Learn to Write Programs?
  • Variables, Expressions, and Statements
  • Conditional Execution
  • Functions
  • Iteration
  • Strings
  • Files
  • Lists
  • Dictionaries
  • Tuples
  • Regular Expressions
  • Networked Programs
  • Using Web Services
  • Object-Oriented Programming
  • Using Databases and SQL
  • Visualizing Data

13. Python Tutorial

The book has different tools that help people learn and utilize Python properly. All other things, like modules, data structures, and classes, are discussed in an excellent and detailed way. A vast glossary at the end of the book helps the readers understand and find any terminology easily. You can get a good idea and understanding of the standard Python library in two different parts. 

Table of Contents

  • Whetting your Appetite
  • Using the Python Interpreter
  • An Informal Introduction it Python
  • More Control Flow Tools
  • Data Structures
  • Modules
  • Input and Output
  • Errors and Exceptions
  • Classes
  • Brief Top Out of the Standard Library- Part I
  • Brief Tour of the Standard Library- Part II
  • Virtual Environment and Packages
  • What Now?
  • Interactive Input Editing and History Substitution
  • Floating-Point Arithmetic: Issues and Limitations

14. The Quick Python Books

Like any other best Python book for beginners, this book also discusses all important and essential topics related to learning Python. Besides, the book provides some advanced features of the language. If you want to switch from Python 2 to Python 3, you can justify your decision and learn how to fulfill your decision. The book covers all the basics, from lists to the graphical user interface with Python.

Table of Contents

  • Starting Out
    • About Python
    • Getting Started
    • The Quick Python Overview
  • The Essentials 
    • The Absolute Basics
    • Lists, Tuples, and Sets
    • Strings
    • Dictionaries
    • Control Flow
    • Functions
    • Modules and Scoping Rules
    • Python Programs
    • Using the Filesystem
    • Reading and Writing Files
    • Exceptions
    • Classes and Object-Oriented Programming
    • Graphical User Interface
  • Advanced Language Features
    • Regular Expressions
    • Packages
    • Data Types as Objects
    • Advanced Object-Oriented Features
  • Where Can You Go from Here?
    • Testing Your Code Made Easy
    • Mobbing from Python 2 to Python 3
    • Using Python Libraries
    • Network, Web, and Database Programming

15. Think Python

I think Python is, in some cases, similar to other Python books but a bit different in the teaching system. Unlike other Python books, the book has different case studies to make the topic more understandable.

These cases are part of basic studies like iteration, strings, lists, dictionaries, and Tuples. This best Python book offers more exceptional spice by providing case studies besides the regular topics essential to learning Python.

Table of Contents

  • The Way of the Program
  • Variables, Expressions, and Statements
  • Functions 
  • Case Study: Interface Design
  • Conditionals and Recursion
  • Fruitful Functions
  • Iteration
  • Strings
  • Case Study: Word Play
  • Lists
  • Dictionaries
  • Tuples
  • Case Study: Data Structure Selection
  • Files
  • Classes and Objects
  • Classes and Functions
  • Classes and Methods
  • Inheritance
  • Case Study: Tkinter

Final Words

Python is another dominating name in the field of programming. Many programmers use this language to improve the world in innovative and easy ways. To bring you up on this track, we have discussed different books on Python.

We hope you can find the best Python book from these books. After reading these books, we hope you will get the proper guidelines for learning Python.

Finally, we are ready to accept any suggestions you provide. Please put your valuable suggestions by commenting below. We also hope you will share our efforts with others to get the best Python book easily. 

Mehedi Hasan
Mehedi Hasan
Mehedi Hasan is a passionate enthusiast for technology. He admires all things tech and loves to help others understand the fundamentals of Linux, servers, networking, and computer security in an understandable way without overwhelming beginners. His articles are carefully crafted with this goal in mind - making complex topics more accessible.



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