Python is very easy to grasp as a programming language and it is a skill. You do not have to be a computer programmer to learn Python, Python can help you in doing mundane and repetitive tasks. Easy to learn syntax allows for rapid development and it does not take much to set Python up and get going.
In this article, I have listed some of the best books to learn Python. These books cover a wide range of topics. If you are a complete beginner and is in the process of learning the language then we have a book for that. As a programming language, there are many applications of Python. From simple scripting to Machine Learning and Data Science. The books I have listed are some of the best python books that will get you going on these topics.
The books we have listed are some of the best books to learn Python. But, remember, learning something new can be a daunting task. Learning new concepts and trying to make sense of them can be a hard task. Just reading one book and calling yourself an expert on that topic is a bad idea. The journey of learning does not end by reading one book. Sometimes you have to do more in order to learn something new. You can read more books, search on the web, ask on forums, or you can get help from someone who is more knowledgeable than you and as they say: Experience is the greatest teacher.
The books I have listed will surely make the process of learning python easier, but the journey does not end here. There are many other best python books out there. I have listed some of the best books to learn python especially for beginners.
Best Books To Learn Python
Learning Python For Complete Beginners:
Introduction To Programming Using Python (Y. Daniel Liang)
If you are completely new to learning python or if you are completely new to computers (which I doubt you would be) then this is one of the best python books that you will get your hands on. The first chapter of the book does not start with Python. It gives you an introduction to computers and how they work. It also talks about the peripheral devices, input/output and many other computer-related concepts. Then it gives an introduction to programming and how Python is being used to create different programs. The rest of the chapters then talk about Python,
It is one of the best books to learn Python. It is great for students who are just starting there computer journey. The reason this is one of the best python books for children is that it uses graphical examples to increase interest and attention span. The author introduces graphic rendering libraries and explains the program using them. Do not freak out, the book does not shove GUI right at the start. The author gently introduces the concept and take it slowly.
Each chapter has exercises section where you can test your knowledge and understanding. Some of the chapters also have a case study section, where the book talks about some case and how you can tackle it. The book is very detailed and it depends on the reader how deep they want to go. If you want to start then it is one of the best books to learn python.
Learn Python 3 the Hard Way (Zed A. Shaw)
This book is one of the popular and best books to learn Python. If you are thinking of learning python and especially the syntax then this book if for you. There is a trend in the programming community, that when you are learning a new language, you do not copy the code from the examples. You write the code by looking at it from somewhere.
In this way, you encounter syntax errors that help in strengthening your syntax knowledge. Once, you are fluent in the syntax, you can go about learning the deeper concepts. This trick is especially useful for someone who already has command on one programming language. You can then focus on building logical concepts and deeping dive into the more details. This is what make this book one of the best books to learn python.
The reason this is one of the best python books is because it takes the approach that we wrote above. The book consists of 50 exercises that build upon themselves. It introduces the fundamental concepts and you have to write the code by yourself. This will help you in perfecting the python syntax and you will encounter lots of bugs. But do not worry, the more bugs you encounter the more you are prepared.
Let me tell you, do not get scared of the name, the author will force you to look for solutions and this is what you signed up for. This will make the process of learning python more fun. This is what make this book one of the best books to learn python. You can combine other books and look for references. There is some debate in the community regarding the exercises and the approach, if you combine this book with any other python book, you will surely not be a beginner. There is no doubt that this is one of the best python books.
Automation and Scripting
Automate The Boring Stuff With Python (Al Sweigart)
Congratulation, after you have learned Python, you can now move to the next level and use it in your practical life. One thing that Python programming language is very good at, is scripting and automation. You can use Python to run scripts that will perform your mundane and time taking tasks. For example, if you have 100 jpeg files and you want to set their dimension to 550×600, You do not have to open each file and edit it by yourself, you can just write a python program that will do this for you,
This book is one of the best books to learn Python not only it teaches the fundamentals but also it teaches you how to write scripts that will perform tasks for you, The Part 1 of the book introduces concepts that are useful for writing Python code, This part does not talk about every concept, like classes, mutable vs immutable. This part only introduces those concepts that will come in handy in writing automation scripts. If you read this book just to learn Python then it will cater to your needs too. The reason it is one of the best python books is how deep it covers the topics.
The part 2 is where the fun begins. If you have gone through the steps of learning python then this part is for you, You will get know about the practical use of python, In my opinion, learning to automate stuff is a useful skill and it does not matter if you are a developer or not, automation can increase so much productivity,
In the second part you will be introduced to file handling and pattern matching. You will get to work with CSV, PDF, JSON, Excel sheets etc. It is one of the best books to learn python, the author introduces scenarios and then solve the problem. The tone of the book is very relaxed and you will surely have fun while you learn something useful.
Game Logic and Design
Invent Your Own Computer Games With Python (Al Sweigart)
If you are into game making and want to develop your logic regarding game making then this is one of the best books to learn python and the concept of gaming. I think that this is one of the best python books that will get you get going when you are learning python. You will enjoy a lot when you are going through the book and working on examples. The thing with game development is that you need to have good logic building and the knowledge of algorithms.
If you do not realize, this is the same author who wrote the book mentioned above. In this book he takes a difference approach to learning fundamentals in Python. He does not divide the book in chapters and introduces python concepts one by one. He picks out a game to develop and introduces concepts while he is developing the game. This makes the experience of learning python more fun and more interactive. You get to see how the game is coming to its full creation as the example proceeds.
This book is one of the best books to learn python, you will learn so many concepts regarding program building, on the plus side you will be learning python too. That is a great combination if you ask me. You can then go on and make your own games in python or you can go on and pick another platform to show off your skills.
Flask Web Development (Miguel Grinberg)
There are so many paths you can take after learning python. One popular field of development that Python is getting popular in, is web development. The popular web frameworks are Flask and Django. This book will get you going in Flask web framework. It is a micro framework and it is helpful to learn Flask before you learn Django. Flask Web Development is one of the best python books that you will read. I am reading and learning from this book currently and it has been great.
One thing that I will say is, that you will have to be fluent in python related concepts before you get this book. Many popular companies are already using Flask in their techs stack. Netflix, Lyft, and Patreon etc. This book is divided in three parts. The first part introduces the basics of flasks, the second part is dedicated to making a working blogging website where you can post articles and interact with people, the third part is dedicated to testing, performance and development. Once you are done with the book, you will be confident in your skills.
If you are starting out your journey to work on back-end then this book will develop your concepts regarding the web development. You can go on and dig deep once you have grasp on the basics. This book is not the best books to learn python. But, once you have finished the book, you can call yourself an amateur web developer.
Machine Learning for Beginners
Python Machine Learning (Sebastian Rachka)
Machine Learning is getting very popular and Python has made working in this field very easier. This book is one of the best python books. In the initial chapters you will learn about the concepts of machine learning and how many types of machine learning exists. The rest of the chapters teach you about how you can go about working in machine learning using Python. This book is not best books to learn python.
Just like the Flask book, you will have to be fluent in Python. This is not one of the best books to learn python, After you have finished the book, you will feel confident in doing machine learning via Python language.
I hope you find this article useful. There are many great books out there but not every book is great. I have tried to list some of the best books to learn python. It does not matter whether you are a beginner or an expert, you can always get a book and get increase your knowledge. Learning python language is a skill and it will require you to have curiosity and passion. Now go and read best python books.
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