Python is an incredible programming language known for its versatility, ease-of-use and convenience. There are 8.2 million Python programmers and they make up 57.8% of all software engineers.
There are a lot of great books on Amazon that can help you start writing amazing code with Python. We are going to share the 10 best that we have come across. We organized these books based on their average Amazon rating, but we can’t share the actual rating since we are Amazon affiliates and that is against the terms of the Amazon Associate agreement. However, you will be able to see the reviews when you click the links below.
Here are the 10 best books to check out if you are learning to be a better Python programmer!
1. Python for Algorithmic Trading Cookbook: Recipes for designing, building, and deploying algorithmic trading strategies with Python by Jason Strimpel
Are you looking to use Python to be a better algorithmic trader? This book has just what you need! You will learn how to use Python to collect, store and analyze market data, which will help you streamline your trading decisions. You will even be able to connect your program to a trading platform with an API.
2. Python Programming: An Introduction to Computer Science, Fourth Edition by John M. Zelle
This book doesn’t just cover the theoretical parts of programming like many other Python books. It has a lot of real-life programs that can be very useful. It has a lot of graphics and event-driven applications.
3. Pandas Workout: 200 exercises to make you a stronger data analyst by Reuven Lerner
Pandas is a great library for data analytics and AI programs. This book is full of a couple hundred amazing Pandas applications to help you take your big data programming to the next level.
4. Modern Python Cookbook: 130+ updated recipes for modern Python 3.12 with new techniques and tools by Steven F. Lott
This is another book full of real-life programs that can help you be a better Python programmer. There are over 130 in this book.
5. Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming by Eric Matthes
This is my personal favorite Python book, but I didn’t list it first because I promised to rank these based on average review. However, this book has sold over 1.5 million copies, because it is a great primer on using Python.
6. Fluent Python: Clear, Concise, and Effective Programming by Luciano Ramalho
This book breaks the process of learning Python into small, easy-to-understand steps. It has never been so easy to learn Python before!
7. Python Essentials 1: The Official OpenEDG Python Institute Course Book – Aligned with PCEP-30-0x Certification Exam by The OpenEDG Python Institute
This book was developed specifically for people that want to get a career as a Python programmer. It is designed to help you pass the EpenEDG test for the Python Institute.
8. Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners by Al Sweigart
Let’s be real – one of the top reasons that anyone would want to learn Python is to automate monotonous tasks. This book helps even the newest programmers do just that!
9. Python 3: The Comprehensive Guide to Hands-On Python Programming by Johannes Ernesti
This book is a bit pricey, but it is worth it. It is a very comprehensive guide for people trying to learn Python, just like its name says.
10. Python Programming for Beginners: The Complete Python Coding Crash Course – Boost Your Growth with an Innovative Ultra-Fast Learning Framework and Exclusive Hands-On Interactive Exercises & Projects by codeprowess
This is a great book for new programmers trying to get their feet wet with Python. It is explained in simple, easy-to-understand terms.