Best Python Books for Intermediates/Experts

As we have discussed the best python books for beginners, now in this section there are best python books intermediate and experts:

1. Python Cookbook: Recipes for Mastering Python 3 (3rd Edition)

The Python Cookbook provides a delicious combination of Python recipes that will allow you to learn to program in Python 3 or update your knowledge in Python 2. These yummy recipes will allow you to become an expert Python cook with a focus on the core Python language and also the common tasks relating to Python applications. 

This cookbook is among the best Python books that contain recipes on topics such as Data Structures and Algorithms, Iterators and Generators, Data Encoding 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’s not enough, my friends! A discussion is also provided that focuses on the solution and how it works.

Buying Link : Python Cookbook Book 

2. Introduction to Machine Learning with Python: A Guide for Data Scientists (1st Edition)

Machine Learning is currently a hot topic with multiple applications that are only restricted by your imagination! So 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 fundamentals of Machine Learning and 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 essentially use Python to improve your Machine Learning skills.

Buying Link : Introduction to Machine Learning with Python Book 

3. Fluent Python: Clear, Concise, and Effective Programming (1st Edition)

If you want to be fluent in Python my friends, Fluent Python is the book for you!!! It is a hands-on guide that will thoroughly instruct you in writing the most efficient Python code by using the best (and also the most neglected!) features of Python. This is necessary as most programmers try to fit patterns they learned with other languages onto 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. It is a complete tour of the Python core features and libraries that will ultimately teach you to make your code shorter, faster, and more readable.

Buying Link: Fluent Python Book 

4. Programming Python: Powerful Object-Oriented Programming (4th Edition)

If you have understood Python fundamentals and now want to get some real work done, then Programming Python is the book for you! This Python book will help you get an in-depth education about the primary application domains of Python such as system administration, GUI, web applications, databases, networking, etc. with the help of lots of examples. 

The topics included in Programming Python start with a Quick Python tour and then explore System programming, GUI programming, Internet programming, etc. All of these concepts are explained in a clear and concise manner using many examples to make sure you get them right.

Buying Link: Programming Python Book 

5. Grokking Algorithms: An illustrated Guide For Programmers and Other Curious People (1st Edition)

Learning about algorithms in Python doesn’t have to be boring! Grokking Algorithms aptly demonstrate this as it breaks away from the monotony of reading the dense multi-page proofs available in most algorithm textbooks. This is one of the best books for Python that deals with teaching algorithms in a fun and engaging way using lots of illustrations. Grokking Algorithms start with easier topics such as sorting and searching and eventually move on to much more complex topics like data compression, artificial intelligence, etc. All of these topics are presented using helpful illustrations along with code samples in Python.

Buying Link: Grokking Algorithms Book

Some programmers say that Python programming language serves as a great option as a first programming language to learn while others claim that it is a great last language to learn!!!! Whatever the case, it is indisputable that Python is an extremely popular language to learn. According to the TIOBE Index, Python is among the top three most popular programming languages in the world currently, and this extraordinary growth is only set to increase. Keeping 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 have compiled the best books for Python, both for ranked amateurs and programming whiz kids!!! Each of these books is extremely popular so it is up to you to choose the ones you like according to your learning sensibilities. So without further ado, let’s see them!