some programmers say that python is a great first language to learn, while others say it’s a great last language to learn. in any case, it is indisputable that python is an extremely popular language to learn.according to the tiobe index, python is among the three most popular programming languages in the worldcurrently, and this extraordinary growth will only increase. With this in mind, if you want to learn python, there are many resources available in the market. these can include books or even online courses. In this article, we’ve rounded up the best books for Python, both for rated hobbyists and programming wunderkinds alike! Each of these books is extremely popular, so it’s up to you to choose the ones you like based on your learning sensibilities. So without further ado, let’s check them out!
You are reading: Python books for beginners
first, let’s start simple and focus on the best python books for beginners, and then we’ll move on to more complicated books!
best python books for beginners
1. Python Crash Course: A Practical Introduction to Project-Based Programming (2nd Edition)
if you want a crash course in python, fear not! The Python Crash Course is an excellent book that provides a comprehensive introduction to Python that will have you writing programs and solving problems in no time. As you go through this book, you’ll learn various python libraries and tools (numpy, pygal, etc.), build basic 2d python games, build customizable web applications, etc. the intensive course is basically divided into 2 parts, with the first part focused on writing correct programs and adding them to a project. the second part is much more fun! focuses on more practical applications of python with three substantial projects: a space invaders-type arcade game, data visualizations using python libraries, and a basic web application. buy python crash course book
2. head-first python: a brain-friendly guide (2nd edition)
In case you’re bored of reading python how-to manuals, then python first is the way to go! This book is a brain-friendly guide (as the name suggests!) and provides a more visual format to engage your brain rather than a text-heavy approach that can get boring pretty quickly. head-first python starts the python journey with built-in functions and data structures and moves on to python web applications, database management, exception handling, data management, etc. Interesting topics like comprehensions, context managers, decorators, and generators are all available for you to learn. head-first python is basically a multi-sensory learning experience that will help you become a bona fide python programmer. buy a head python book
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3. learn python the hard way: 3rd edition
it pays to learn python the hard way! This book will teach you Python using 52 brilliantly crafted exercises. you have to write the code for these exercises accurately (no copy and paste!) and then correct the mistakes you made and run the code. this will teach you how to write good code and the tricks to fix bugs that professional programmers use. learning python the hard way starts by helping you set up a complete python environment and then moves on to basic math, variables, strings, data structures, object-oriented programming and other important topics. this book aims to reward you for every minute you spend with the end result that you will know one of the most powerful and popular programming languages in the world! buy the book learn python the hard way
4. Programming in Python: An Introduction to Computer Science (3rd Edition)
python programming: an introduction to computer science is ideal if you want to understand the standard concepts of computer science using a very non-standard language, python! This book tries to explain the basics of computer science as simply as possible without sounding simplistic. It can also be used as a standard textbook for your first computer course in college, as it focuses on basic computer science skills such as design, programming, and most importantly, computer science. Problem resolution. buy python programming book
best python books for intermediates/experts
1. python cookbook: recipes to master python 3 (3rd edition)
the python cookbook offers a delicious mix of python recipes that will allow you to learn programming in python 3 or refresh your knowledge in python 2. these delicious recipes will allow you to become an expert python cook with a focus on the core python language and also common tasks related to python applications. The Python Cookbook contains recipes on topics such as Data Structures and Algorithms, Iterators and Generators, Data Coding and Processing, Functions, Classes and Objects, Concurrency, and many more. each of these recipes contains a problem and the solution to that problem along with code samples for better understanding. and that is not enough, my friends! A discussion focusing on the solution and how it works is also provided. buy python cookbook
2. Introduction to Machine Learning with Python: A Guide for Data Scientists (1st Edition)
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machine learning is currently a hot topic with multiple applications that are only restricted by your imagination! so the introduction to machine learning with python tries to expand your imagination by teaching you methods to create your own machine learning solutions using python and the scikit-learn library. This book starts with the basics of machine learning and then moves on to the pros and cons of various machine learning algorithms. it then deals with various advanced topics such as data processing, model evaluation, pipelines, etc. in short, he will essentially use python to improve his machine learning skills. buy book introduction to machine learning with python
3. Fluent Python: Clear, Concise, and Powerful Programming (1st Edition)
if you want to be fluent in python my friends, fluent python is the book for you!!! is a practical guide that will thoroughly instruct you on how to write the most efficient python code by using the best (and also the most neglected!) features of python. this is necessary since most programmers try to adapt the patterns they learned with other languages to python and consequently never learn its best features. Fluent Python first covers the Python data model and then moves on to data structures, functions, object-oriented idioms, control flow, metaprogramming, etc. shorter, faster and more readable code. buy a fluent python book
4. Programming Python: Powerful Object-Oriented Programming (4th Edition)
If you have understood the basics of python and now want to do some real work, then programming python is the book for you! It will help you to get a deep education on the main application domains of Python such as system administration, graphical user interface, web applications, databases, networking, etc. with the help of many examples. Topics included in Python Programming start with a quick tour of Python and then explore System Programming, GUI Programming, Internet Programming, and more. buy python programming book
5. Grokking Algorithms: An Illustrated Guide for Programmers and Others Curious (1st Edition)
Learning about algorithms in python doesn’t have to be boring! this is aptly demonstrated with assimilation algorithms, as it breaks the monotony of reading the dense, multi-page proofs that are available in most algorithm textbooks. This book is about teaching algorithms in a fun and engaging way using lots of illustrations. assimilation algorithms start with simpler topics, like sorting and searching, and eventually move on to much more complex topics, like data compression, artificial intelligence, and so on. All of these topics are presented with helpful illustrations along with python code examples. buy grokking algorithms book
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