6 Best Books For Python

books for python

In this article, we feature the best books for Python learning through a collection of readers’ reviews. Each of these books is amazingly well known and suggested by almost everyone. So it depends on you to pick the ones you like according to your learning abilities and other factors. Let’s have a quick intro about python and resources.

Python is an amazing programming language. We can apply it practically to any programming task. This is possible because of its popularity. Also, it brings the help of what is the most inviting user community.

Getting started with Python is like learning any new skill: it’s critical to discover a resource you associate with to guide your learning. Keeping this in mind, if you want to learn Python, there are numerous resources available in the market. These can include books or even online courses.

When it comes to learning about python, the Internet is a convenient way to navigate the current information jungle. But those seeking a greater historical perspective and a more detailed analysis should consider reading various best books for python. 

best books for python

Here is a list of Best Books on Python:

For Beginners

Although there are tons of websites and millions of books on python programming, however for the beginners it’s really hard to find a decent book that can build good fundamental knowledge of python. Here we’ve compiled a list of some of the best books for python.

1. Python Crash Course

About the book: ‘Python Crash Course’ by Eric Matthews is a quick and comprehensive introduction to Python language for beginners who wish to learn Python programming and write useful programs. The book aims to raise you to an acceptable level quickly enough and make you compose genuine programs in a matter of seconds. Also, programmers who have an unclear understanding of the language and wish to brush up their knowledge before trying their hands-on Python programming can refer to this book. This book can be considered as one of the best books for python beginner level programmers.

What you will learn: This 544 pages long book is majorly divided into two segments. The first segment of the book talks about the basics of Python programming. This sheds light on concepts such as dictionaries, lists, loops, and classes. You will understand the working of a Python program and figure out how to write clean and readable code, which creates interactive programs. The part finishes with the subject of how to test your code before you add it to a venture.

The second segment of the book follows a practical approach. It assists you in testing your knowledge by presenting three different projects. These are an arcade game, a simple web application, and data visualizations using Python’s libraries.

Community reviews: Most of the community feels the same about this book. Thus landing in our best books for python category. They reviewed it as a great book for absolute beginners. The author helps you by holding your hand and walks you through every step. So you can easily understand and it is nearly impossible to get lost. They worked through the entire book and felt like they acquired a good foundation in Python programming.

2.Head-First Python, 2nd edition

About the book: ‘Head-First Python’ by Paul Barry is a quick and simple fix for you if you wish to get familiar with basics Python programming. You can learn python without working hard over counterproductive tutorials and books. The book helps you in getting a quick understanding of the basics of Python programming. Also working with built-in data function and data structures. The book at that point moves to assist you with building your web application, exception handling, data wrangling, and other different concepts. The head first Python utilizes visual format rather than a textbook-based approach, helping you to see and learn better. So it can be one of the best books of python for you if you are at a beginner level.

Community reviews: Readers have mixed opinions regarding this book. Some find it good only for beginners and some do not find it much useful. Some have the opinion that unnecessary topics are much elaborated. Also, some say that It continued with the same lines of code throughout the chapters, which changed slightly with new stuff, which can be easier to understand for people. To be one of the best books for python for you, it depends on your abilities to learn and read. But you can consider this book before buying one.

3.Learn Python The Hard Way, 3rd edition

About the book: ‘Learn Python the Hard Way’ by Zed A. Shaw (3rd Edition)  is a collection of 52 well-developed exercises. You need to read the code and type it with precision. Once typed, you need to fix the mistakes in the code to better understand and watch the programs run. These activities assist you with understanding the working of the software, structure of an elegantly written program. Also how to find and stay away from regular mistakes in code using some tricks that professional programmers use. You can surely get this book from our list of best books for python.

What you will learn: The book starts by helping you install a complete Python environment, which causes you in writing advanced code. The book after that talks about different topics. These topics are basic mathematics, variables, files, loops, program plans, and data structures, among numerous others. The book is perfect for beginners who wish to learn Python programming through the essence of the language. No doubt making it one of the best books for python. This book claims to reward you for the consistency you put into it. With the end result that you’ll know one of the world’s most powerful and popular programming languages.

Community review: Most common reviews about the book say that it provides a good solid introduction to Python and programming in general. Most readers say that this book is great up until the later exercises start as chapters proceed the difficulty increases. Some of them say that it’s Not a good book for someone who is a beginner. Also not a good book for advanced programmers as well. So intermediate programmers can opt for this as one of the best books for python. Also, it is based on more practical rather than copy/paste the code.

For Intermediate/Experts

There are some great books, stuffed with expert guidance. Aimed to enable you to take what you’ve learned and leveled up your skills. Any of the best books for python in this segment will give you a deeper understanding of Python programming concepts. And teach you how to write developer-style Python code.

1.fluent python

About the book: ‘Fluent Python’ by Luciano Ramalho is the hands-on-guide that helps you figure out how to compose useful Python code by utilizing the most neglected yet best features of the language. The writer takes you through the highlights and libraries of the language. And helps you make the code shorter, quicker, and readable. The book covers different concepts. Such as python data model, data structures, functions as objects, object-oriented idioms, control flow, and meta-programming. Utilizing this one of the best books for python, advanced Python programmers find out about Python 3. And how to get capable in this variant of the language.

Community review: At some point, it’s hard to track down learning resources that go beyond the beginner/intermediate material covered well by most programming books. No doubt making it one of the best books for python. If you want to know the best practices of Python i.e. python codes. This book deals with a wide variety of topics and does this in an extremely clear manner. It’s an incredible book for anyone who already has a basic knowledge of Python and would like to learn the correct habits.

The only downside of this book that it might be too hard for someone who is only starting. It’s not a short and easy read, but it’s worth it to make your way through. Also, it’s very rich in references, so if you want to follow up on a topic, it gets you started.

2.Python Cookbook

‘Python Cookbook’ by David Beazley and Brian K. Jones encourages you to ace your programming skills in Python 3 or assist you to update Python 2 code. This cookbook is loaded up with recipes tried and tested with Python 3.3 is the ticket for experienced Python programmers who wish to adopt the strategy to present-day tools and idioms rather than just standard coding. This book is in a list of best books for python as the book has complete recipes for a variety of topics. Covering Python language and its uses, along with tasks common to countless application domains.

What you learn: Some of the points covered in the book are not restricted to strings, data structures, iterators, functions, classes, modules, packages, concurrency, testing, debugging, and special cases. All through the book, the recipes mentioned above assume that you have the fundamental information to understand the topics in the book. Every recipe contains an example code the reader can use in their projects. The code follows a discussion about the working of the code and why the solution works.

Community reviews: Almost the whole community found this book very useful. Making it one of the best books for python. It is so well structured as chapters are grouped by programming technique and each chapter has recipes ordered by complexity level. Also, some have a view that it was the best resource for learning how to write lean code using the features available in Python 3. Though if you need to dig any flaw you can find two after much analysis. 1st the coding style is inconsistent and not always in agreement with generally accepted best practices. 2nd is that some of the recipes are very basic and can be summarized in few lines but in many cases, those recipes are stretched to a few pages.

3.Introduction To Machine Learning With Python

About the book: Many business applications and undertakings have utilized AI as a necessary ingredient, and the numbers of uses have just risen throughout the years. This book by Sarah Guido and Andrea C. Muller shows you how to utilize Python programming language to build your machine learning solutions. As the amount of data use increases with the second, the limitation to AI applications is just our creative mind.

This book starts with the fundamentals of Machine Learning. Then moves on to the advantages and disadvantages of various machine learning algorithms. Then it deals with various advanced topics such as data processing, model evaluation, pipelines, etc. In short, you will know essential use Python to improve your Machine Learning skills. It is the best book for python only if you are an advanced level programmer.

Community review: Community found it useful only if you want to have the introduction of machine learning using Python. Advanced level Python programmers can refer to this in a list of best books for python seeing the trend of machine learning. If you are new to the subject of Machine Learning, this is unquestionably the go-to book. While staying away from detailed mathematics, this book gives a decent outline of the most common techniques used in the field.

best books for python

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