Top 5 Books to Learn Python in 2023 - Best of Lot

Hello guys, if you want to learn Python and looking for the best Python books then you have come to the right place. In the past, I have shared the best Python 3 courses, best websites to learn Python, Python questions for interviews, and today, I am going to share the best books to learn Python programming in 2023. Whether you are an AI expert or a Computer Science student, you will come across Python Programming language sooner or later in your career. Starting its journey in 1991, Python has now captured the Programming world. Started as just a scripting solution for trivial stuff, Python is now everywhere.
With its excellent libraries and frameworks, Python is driving Data Science, Web Development, Machine Learning, Server Side development, Automation, and General Programming stuff, and that's why it makes sense to Learn Python

Unlike some programming languages like Java or C++, which is good for server-side and complex programs but not suitable for simple things, because of its excellent libraries and vibrant community, you can do almost everything using Python from object-oriented programming to writing simple scripts.

Being an author of a technical blog and editor of a Medium publication (see), I often receive queries like what is the best way to learn Python? Which are the best books to learn Python? Which online courses should I join to learn Python, etc.?

While online courses are great to start with, and I did share some of the best Python online courses before, I feel, books still have their place. They are the most comprehensive and authoritative source of knowledge for any technology, and Python is no different.

Even if you don't know anything about Python, you can use these books to kick-start your Python career, I have specially chosen books that promote hands-on learning and are easy for beginners to follow on and a few titles for advanced Python programmers to explore further.

Once you find your feet using an online course like The Complete Python 3 Bootcamp, you can dig deeper into the massive world of Python by following these books.

5 Best Python Books for Beginners 

So, without wasting any more of your time, let's start with some of the best books to learn Python for beginners and intermediate developers:

1. Automating Boring Stuff with Python

This is the first book I had read along with Head First Python when I started learning Python a couple of years back. Since then, this is my go-to book for Python. I started learning Python to automate a few things, and the title got me, but I didn't get disappointed as the book truly lives the title.

It will straightway teach you all practical stuff like sending an email notification, reading files, appending into XLS, scrapping data on the web, and automating trivial things using Python without you spending days and night learning sorting algorithms, object-oriented programming, and all kinds of computer science stuff.

If you are someone who learns by doing real things, then this book is for you. Another great thing is that author Al Sweigart has also created an online course on Udemy with the same title "Automate the Boring Stuff with Python Programming," so if you want to listen to him for more active learning you can also join that course along with reading this book.

Top 5 Books to Learn Python for Beginners

2. Learn Python The Hard Way, by Zed A. Shaw

If you ask about a Python book for beginners, a lot of people will recommend "Learn Python The Hard Way, by Zed A. Shaw," and this happens to me as well.

This was one of the books which were suggested to me by my Python buddy, but I didn't get a chance to look because I was more hooked with the "Automating Boring Stuff with Python" and "Head First Python" book. I did read it later and learned a lot from it as it fills many gaps in my learning.

Reading books from multiple authors also helps you to grasp the concept better because some explain one topic better while others explain other topics.  If you like Zed A. Shaw learning a hard way approach, then you will love this book. I also suggest combining this with this Python Programming MasterClass to get the best of both worlds.

best book to learn Python in depth

3. Python Crash Course

The Python Crash Course: A Hands-On, Project-Based Introduction to Programming, by Eric Matthes, is another awesome, hands-on book to learn Python, and it's very much like the first book in this list.

If for some reason, you won't be able to connect with AI Sweigart, author of the first Python book on this list, then you should try this one.

It's a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time. If you want to combine with an online course, I suggest you join the Python for Everybody course on Coursera, which is just amazing and goes nice with these books.

best book to learn Python Coding and scripting

4. Head First Python: A Brain-Friendly Guide, by Paul Barry

Well, this is the book that has taught me Python. I am a big fan of the Head First series of books and having gone through most of their best-sellers like Head First Java and Head First Design Pattern, I really like the way they make learning fun.

Their unique style not only encourages you to read the book for a long time without getting bored but also pushes you to do stuff along the way.

This work and fun model also helps you to retain the knowledge. When it comes to the subject matter, the book is great for beginners but not as practical as the "Python Crash Course" or "Automating Boring Stuff with Python" book, but it still is a very good book to start learning Python.

best Python beginner book

5. Fluent Python: Clear, Concise, and Effective Programming, by Luciano Ramalho

This is my favorite book for advanced Python programmers, as it will help you to learn the best techniques to write better Python programs.

Applying the lessons from the book will help you to write a clearer, shorter, and faster Python code for your real-world Python Projects.

It's like Effective Java for Python Programmers, and if you need more advice, you can combine this book with "Python Tricks: A Buffet of Awesome Python Features" by Dan Bader, other awesome books to learn some advanced Python tips.

best Python book for advanced programmers

That's all about some of the best books to learn Python in 2023 and beyond. These are some of the timeless Python books and deserve a place in every serious Python programmer's bookshelf. No matter whether you are doing Data Science with Python or creating a web application using Django or Flask, learning Python programming better will only make you a better Python developer.

If you are serious about learning Python in-depth, here are some more free and paid resources for Further Learning

Thanks for reading this article so far. If you like these best Python books, then please share this article with your friends and colleagues. If you have any questions or feedback, then please drop a note, and if you have a Python book which I should read, feel free to share it with us.

P. S. - If you prefer interactive reading and learn-by-doing rather than reading books or watching videos then you can also take a look at CodeCademy's Learn Python 3 course, it's an awesome course to learn Python by doing. It's part of their Pro Package but worth learning.

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