Best Python books [2019-2020]

Do you use Python on a regular basis? Feel like you don’t know the best way to use it? The good news is that there are several guides available, written by experts, to get you started. Keep reading to choose a book that will suit your needs, whether you be beginner, intermediate, or expert!

Learning Python – David Ascher and Mark Lutz

If you’re after a book that takes you through the basics and onto advanced work, this is the one for you. With comprehensive guides of Python’s programming language, as well as exercises at the end of every chapter to check your understanding, this book provides a thorough learning experience for every novice, as well as those wanting to brush up.

Python Crash Course – Eric Matthes

This book takes you deep into serious programming, with several projects where you create your own code, leaving you with the ability to program 2D games of escalating difficulty. The activities outlined take some serious work, but if you’re after the ability to develop games or web apps, it will certainly set you on the right track.

Head First Python – Paul Barry

A more expensive option, this visual text book takes on learning from the perspective that it shouldn’t be too hard. With less text, and more diagrams, this tome suits those to whom Python is completely new, as it approaches everything from the beginning in a new user friendly fashion.

Python for Data Analysis – Wes McKinney

As the title suggests, this book is not for the programmers of apps, but rather those looking to use Python for analysing data. This text provides the reader with all the vocabulary needed to use Python in this manner, with a series of case studies that get the reader ready to solve their own data analysis problems.

Fluent Python – Luciano Ramalho

As Python is a straightforward program to start with, this book has chosen to delve into the lesser known aspects of the program that make your content or programming shine. A read for those already familiar with Python, this text goes deep into the program, moving users on from beginner to expert.

Python in a Nutshell – Alex Martelli

This more straightforward read goes over Python’s main strengths, covering this in a variety of real world examples. Broken into modules, this book is not for the complete beginner, but has proven a wonderful resource for regular users to have on their shelf.

Python Essential Reference – David Beasley

This reference book is a must for any regular Python user. A dictionary of sorts, it is a thoroughly well organised, usable guide that doesn’t shy away from going into details. If you’re after something that covers all of Python’s extensive features, then this is the one for you.

Python Pocket Reference – Mark Lutz

For the long-term Python user, this guide will serve you well in day-to-day use of Python. With an index to help you find what you need quickly, as well as some of the latest bug fixes, this is a quick fix reference text that programmers all around the world are using every day.

Introduction to Machine Learning with Python – Andreas Muller and Sarah Guido

If machine-learning applications are what you need to be developing, then look no further. With practicality in mind, the authors of this text take their readers through how to create from the very beginning. Although it is focussed on just one element of Python, it is certainly the perfect read for those who need it.

Dive into Python – Mark Pilgrim

Not for the faint of heart or the beginner, this book goes deep into the language of Python. Providing samples of code with every chapter, these are pulled apart then pieced back together with clear explanations, leaving the reader with a workable vocabulary to apply straightaway. A brilliant book if you’ve started and want to go deeper.

How can a Python book help?

There is nothing worse for a programmer than a faulty piece of code that causes a crash on a program or website. All that hard work disappearing before your eyes. Thankfully, there are those who have gone before, who have specialist knowledge that you need. Reading these books will arm you with that knowledge and set you on the path to success.

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