Python is a very popular and useful programming language in the world. You can use it to make websites, analyze data, create machine learning models, automate tasks, and more. Whether you are new to programming or have some experience, learning Python can help you in your career and skills. In this post, I will tell you about five of the best book for learning Python, from beginners to advanced levels.
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1. Python Crash Course: A Hands-On, Project-Based Introduction to Programming
It is the best-selling Python book on Amazon and one of the best books for beginners who want to learn Python quickly and practically.
The first part of the book teaches you the basic things of Python programming, such as variables, data types, functions, loops, classes, and errors.
The second part of the book shows you how to use your Python skills to make three real-world projects: a space-themed arcade game, a data visualization app, and a web application.
You will also learn how to use popular Python libraries and tools, such as Pygame, Matplotlib, Plotly, and Django. This book is suitable for anyone who wishes to learn Python through practical exercises and hands-on. Buy Python Crash Course Book.
2. Fluent Python: Clear, Concise, and Effective Programming
This book is a must-read for experienced programmers who want to master Python and write high-quality code. It goes deep into the features and details of Python that make it a unique and powerful Python book.
You will learn how to use Python’s data structures, functions, objects, metaprogramming, concurrency, and more. You will also discover how to use different styles of programming in Python, such as functional, object-oriented, and procedural programming.
This book will help you write beautiful and expressive code utilizing the main strength of Python language. Buy Fluent Python Book.
3. Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
If you want to learn machine learning with Python then this is the book you should look for. It gives you over 200 recipes that cover different topics and tasks in machine learning, such as data preprocessing, feature engineering, model training, evaluation, optimization, and deployment.
You will also learn how to implement popular machine learning libraries and frameworks, such as
XGBoost, etc. in Python. Buy Machine Learning with Python Book.
4. Learning Python: Powerful Object-Oriented Programming
This book provides a thorough and comprehensive introduction to the fundamental Python language. It covers all the important topics of Python programming, such as syntax, data structures, operators, statements, functions, modules, classes, exceptions, decorators, generators, iterators, comprehensions, metaclasses, etc.
It also explains how Python works in the background and how to use its built-in tools and libraries. This book is perfect for anyone who wants to get a solid understanding of Python and its object-oriented features. Buy Learning Python – Powerful OOPs Book.
5. Effective Python: 90 Specific Ways to Write Better Python
This book contains 90 valuable tips and best practices to make your Python code better and faster. It covers different aspects of Python programming, such as style, readability, testing, debugging, concurrency, parallelism, performance optimization, compatibility, portability, and interoperability.
You will also learn how to avoid common mistakes and errors that can lead to bugs and inefficiencies. This book is ideal for intermediate and advanced programmers who want to write better Python code and meet coding standards. Buy Effective Python Book.
Python is a wonderful language that can help you achieve your goals and solve your problems. However, learning Python can be difficult if you don’t have the right resources and guidance.
That’s why I recommend these five books for learning Python that will suit your level and needs. Whether you are a beginner or an advanced programmer, these books will help you learn Python effectively and enjoyably.
If you are a beginner or just started learning Python then this Udemy course can give you some extra boost: Learn Python in 100 days.
Hi there, I’m Anindya Naskar, Data Science Engineer. I created this website to show you what I believe is the best possible way to get your start in the field of Data Science.