Top 10 Python Books With Coding Exercises And Projects

Learning Python through coding exercises and projects is a great way to get started with python programming by doing and progressing outside the realms of a beginner tutorial loop.

If you’re having trouble with finding the right exercises or projects, then using a book dedicated to providing python coding exercises and projects can definitely help.

Although most python programming books come with dedicated tasks to complete, you’ll often find most of them jam-packed with stale beginner topics which definitely makes learning python a lot more cumbersome.

That is why in this article, we will show you the top 10 python programming books that focus on tutorials to teach you how to use python and also fun exercises and projects that you can do along the way as well.

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1. Python Crash course: A Hands-On, Project-Based Introduction to Programming

BOOK SPECIFICATIONS

Price: $21.49
Rating: 4.8/5
Author: Eric Matthes
Pages:
546

REASONS TO BUY

Perfect for beginners, it provides an introduction to python programming in the first chapters and then dives deep into projects in the last chapters.

Python crash course as the name suggests gives you hands-on learning through exercises and projects, it is rated by far one of the highly and internationally best-selling books for python programming, one of the main reasons being due to the easy-to-follow structure of their books.

The book gives you coding exercises and projects such as:

  • PROJECT 1: ALIEN INVASION
    Teaches you how to build a game project that includes a ship that fires bullets, aliens and a scoring mechanism
  • PROJECT 2: DATA VISUALIZATION
    You’ll learn how to generate data and work with matplotlib, then you’ll learn how to download data and lastly how to work with WEB API’s
  • Project 3: Web Applications
    In this project you’ll build a Django app with dedicated login and user’s page.

2. Automate the boring stuff with python

BOOK SPECIFICATIONS

Price: $23.36
Rating: 4.7/5
Author: Al Sweigart
Pages:
593

REASONS TO BUY

Packed with quizzes and projects. This book jumps straight into Automating tasks using python programming.

Automate the boring stuff with python(Practical Programming) is another heavily recommended book to learn python, one of the main reasons being is that they jump straight into teaching you how to automate your work with python. In each chapter, you’ll find exercises, practice questions, quizzes and coding tasks to do as well.

In the first chapters, they’ll introduce you to the basics of programming with python afterwards for the rest of the book you’ll jump straight into the coding exercises and projects.

The book gives you coding exercises and projects such as:

  • Web Scraping
  • Working with Excel Spreadsheets
  • Working with Google Spreadsheets
  • 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 Automation

3. The Big Book of Small Python Projects: 81 Easy Practice Programs

BOOK SPECIFICATIONS

Price: $25.49
Rating: 4.4/5
Author: Al Sweigart
Pages:
433

REASONS TO BUY

The entire book is dedicated to building small python projects with included code

The big book of small python projects is an entire book dedicated to building small python programs such as making digital art, games, animations, counting pro- grams, and more, so if you have already mastered the python syntax and want to recreate a program, this one is for you.

The book gives you coding exercises and projects such as:

• Hangman, Blackjack, and other games
• Simulations of a forest fire, a million dice rolls, and a Japanese abacus
• Animations like a virtual fish tank, a rotating cube, and a bouncing DVD logo screensaver
• A first-person 3D maze game
• Encryption programs that use ciphers like ROT13 and Vigenère to conceal text

4. Impractical Python Projects: Playful Programming Activities to Make You Smarter 

BOOK SPECIFICATIONS

Price: $16.53
Rating: 4.2/5
Author: Lee Vaughan
Pages:
426

REASONS TO BUY

Packed with projects. They provide pseudo codes and explanations of the projects and how to implement the code and the thought pattern behind each code.

Impractical python projects is a book packed with fun and interesting python projects, the book teaches you how to build each project by firstly giving a brief of the project, providing the pseudo code, then the actual code and finally a full explanation.

Their method of teaching is great for those who are planning to progress after they have mastered the basics of python.

The book gives you coding exercises and projects such as:

  • Silly name generator
  • Finding palingram spells
  • Solving anagrams
  • Decoding american civil war ciphers
  • Encoding english civil war ciphers
  • Writing in invisible ink
  • Breeding giant rats with genetic algorithms
  • Counting syllables for haiku poetry
  • Writing haiku with markov chain analysis
  • Modelling the milky way
  • Monte carlo simulation
  • Simulating retirement lifetimes
  • Simulating an alien volcano
  • Mapping mars with mars orbiter
  • Improving your astrophotography with planet stacking
  • Finding frauds with benford’s law

5. Python Playground: Geeky Projects for the Curious Programmer

BOOK SPECIFICATIONS

Price: $28.44
Rating: 4/5
Author: Mahesh Venkitachalam
Pages:
353

REASONS TO BUY

Jumps straight into python projects and skips the basics. Includes 14 projects.

Python playground is a book that skips the basics and teaches you the nuances of python programming through its 14 projects. You’ll learn how to break down a problem into parts and implement a solution for the specified project using python.

The book gives you coding exercises and projects such as:

  • Parsing Itunes playlists
  • Simulating life
  • Generating Art
  • 3D Rendering
  • Hardware Hacking and using Arduinos

6. Invent Your Own Computer Games with Python

BOOK SPECIFICATIONS

Price: $16.43
Rating: 4.7/5
Author: Al Sweigart
Pages:
377

REASONS TO BUY

Learn python through fun coding game exercises.

Invent your own games with python is a great beginner way to get started learning python by building games, this book is perfect for those who prefer learning through games in particular, even if you don’t plan to pursue a career in game development, by learning the nuances with game projects you’re able to become familiar with python as well.

Unlike other python programming books, this book teaches you the basics as well and new functions throughout the chapters as you build more complex projects. So you wont get a bulk reading session in the first chapters of the basics of python.

The book gives you coding exercises and projects such as:

  • Hangman
  • Guess the Number
  • Tic-Tac-Toe
  • Text-based treasure hunting game
  • Animated collision-dodging game with sound effects and many more!

7. Head first into python

BOOK SPECIFICATIONS

Price: $39.98
Rating: 4.6/5
Author: Paul Barry
Pages:
494

REASONS TO BUY

Entertaining and humorous book to keep you engaged combined with short exercises as you progress deeper into the book.

Head first into python is a humorous book that entertains you throughout each chapter to keep you engaged, inside the book you’ll find exercises and short tasks to complete as you progress. They also include small projects such as web and mobile development at the end of the book.

8. Tiny Python Projects: Learn Coding and Testing with Puzzles and Games

BOOK SPECIFICATIONS

Price: $44.67
Rating: 4.6/5
Author: Ken Youens-Clark
Pages:
438

REASONS TO BUY

Tiny python projects is tailored to help those that are stuck at the beginner loop, the author firstly provides you an introduction to python in the first chapters then goes into different python projects

Tailored to skip past the basics to help most people

9. Python for everybody

BOOK SPECIFICATIONS

Price: $13.39
Rating: 4.6/5
Author: Charles Severance
Pages:
247

REASONS TO BUY

Contains exercises in each chapter to test your knowledge as you progress.

Python For everybody is a book that teaches you python programming from beginner to advanced, with each chapter you’ll find exercises to test your knowledge as you progress. However, one of the lacking features of this book is they do not provide many projects. So this is the type of book for those who prefer doing exercises or quizzes.

Furthermore, it’s also super short (only 247 pages). This mean you’ll able to quickly progress through python programming language and finish small exercises without diving too deep into the trivial concepts.

10. Think python

BOOK SPECIFICATIONS

Price: $30
Rating: 4.6/5
Author: Allen Downey
Pages:
299

REASONS TO BUY

Contains exercises in each chapter to test your knowledge as you progress.

Similarly, with think python (Another highly recommended book), it is quite similar to “Python For Everybody”, where you have exercises at the end of each chapter. However compared to python for everybody, think python is more detailed orientated, in a way that it goes to the specifics. Some may find it difficult for beginners.