Python is one of the most popular and widely used programming languages in the world today. Beginners choose it for its simple syntax, while experts use it for data science, web development, and automation. But learning it well starts with picking the right resource.
There is no shortage of study materials today. You will find Python tutorials, videos, podcasts, and courses for every skill level and budget. Still, a good book gives you the depth and structure that shorter formats often miss.
That is why choosing the best Python book matters so much. In this blog, we have listed the best book to learn Python for both beginners and working developers. These books should must read to acquire Python programming skills. Each title is written by industry experts and explains concepts you can apply right away.
Best Python Books for Beginners
Are you new to Python? Initially, you might not have the knowledge to handle and work with Python seamlessly, making it challenging for you. No worries, as we are here to get started. We have listed the best book to learn Python for you. These are highly recommended and informative books that are enough to get you off the ground and make your learning easier.
1. Python Crash Course: A Hands-On, Project-Based Introduction to Programming (2nd Edition)
Python Crash Course, 2nd Edition, is the top Python book for beginners that provides a detailed introduction to Python so you can start writing programs soon. The book is an international bestseller with over a million copies sold worldwide.
This book is fast-paced, on-point, and offers updated guides, which makes it popular among learners. It helps you learn about different Python libraries and tools, create customized web apps, and build basic 2D games.
The book is divided into two parts. The first one focuses on the basics of Python, where you learn to write correct programs and add them to your projects. The second part adopts an interactive approach to learning while explaining real-world applications of Python with three practical projects, which include a basic web app, data visualization using Python libraries, and a Space Invaders arcade game. You can add these projects to your portfolio to showcase your skills and knowledge.
You don’t need prior knowledge or experience to read this book. Also, the projects included in the book offer advanced learning guides, making learning more interesting.
Date of publication: May 3, 2019 (No Starch Press)
What makes it special:
- Split into two halves. The first teaches core syntax, the second puts it to work on three full projects.
- Projects include a Space Invaders style arcade game, a set of data visualisations, and a Django web app.
- Covers real tools you will use later, including Pygame, Matplotlib, Plotly, and Django.
- Uses a lay flat binding, so the book stays open while you type.
Time to read this book: Around 25 to 30 hours across 544 pages, or four to six weeks at a steady pace.
Best For: Complete beginners who learn faster by building things than by reading theory.
Price: Around Rs 1,800 to 2,600 for the paperback. Kindle runs lower.
2. Automate the Boring Stuff with Python (2nd Edition)
You can read hundreds of Python books, but implementing skills and knowledge in real life is completely different. Also, reading theory can be redundant and boring. You need to get your hands dirty to learn real things and build real solutions. That is where Automate the Boring Stuff with Python comes in. Unlike other books that mostly cover basics and step-by-step theoretical guides, this book focuses on application-based learning.
It is the best-selling book with 94% likes by Google users and a 4.3 rating on Goodreads. It teaches you how to automate boring and routine tasks through programming. It is an easy book for beginners, offering knowledge about varied topics, including scraping web data, automating clicking tasks, and working with Gmail and Google Sheets.
For people with no technical experience, this is the best book for Python programming to start your coding journey. It helps you learn various interesting things, including updating and renaming files and folders and finding text in different files without opening them. It will transform you into an emerging Python programmer and enhance your knowledge so you can automate time-consuming tasks effectively.
Date of publication: November 2019 (No Starch Press)
What makes it special:
- Teaches programming through tasks you actually face, like renaming files and updating spreadsheets.
- The second edition added a chapter on input validation plus Gmail and Google Sheets automation.
- Covers web scraping, form filling, folder organisation, and merging or splitting PDFs.
- The full text is free to read on the author's website under a Creative Commons licence.
Time to read this book: Around 20 to 25 hours across 504 pages, or three to five weeks.
Best For: Non programmers who want Python to save them time at work from week one.
Price: Free to read online. Paperback costs around Rs 1,800 to 2,600.
3. Learn Python the Hard Way (3rd Edition)
Learn Python the Hard Way (3rd Edition) is quite a popular book among Python programmers and is worth all the hype. The aim of the book is to guide beginners so they can work their way up one step at a time. Therefore, the author has built an engaging environment through this book for readers new to Python.
You first learn to install a complete Python environment and gradually move forward to learn Python basics, such as strings, variables, modules, and object-oriented programming.
It tells you how a computer and code work and includes 52 amazing exercises to teach you various Python concepts. Each exercise requires you to write the precise and correct code, fix the errors, and run the code. You learn to identify mistakes and take corrective actions as a professional programmer.
Even if you know the fundamentals of Python and find the first few chapters boring, it is recommended to read them and progress chapter by chapter. Rest assured, it will reward you for every minute you invest in reading this book, which will be evident at the end.
Date of publication: October 1, 2013 (Addison-Wesley Professional)
What makes it special:
- Built around 52 exercises. You type every line yourself, with no copy and paste allowed.
- Starts by setting up a working Python environment before touching any syntax.
- Trains you to read error messages and fix your own bugs, which is a real job skill.
- Moves from strings and variables up to data structures and object oriented programming.
Time to read this book: Around 30 to 40 hours across 320 pages, because the exercises take longer than the reading.
Best For: Beginners who want strict repetition and discipline rather than a gentle walkthrough.
Price: Around Rs 700 to 1,500 for the paperback.
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