python is a general-purpose interpreted programming language used for web development, machine learning, and complex data analysis. python is a perfect language for beginners as it is easy to learn and understand.
As the popularity of the language increases, the opportunities in Python programming expand. If you want to learn Python programming, books can be a great source of learning. Books give you the ability to learn at your own pace.
You are reading: Python coding books for beginners
here are the top 10 python books for beginners and advanced programmers recommended by the python community. These books help programmers at all levels, from hobbyists to code wizards. the list also includes some free python books for beginners.
the best python books of 2022
- best python book for beginners: python crash course
- best free python book: a byte of python
- Best Python Book for Advanced Users: Fluent Python: Clear, Concise, and Powerful Programming
- best book for hands-on learning: learn python the hard way (3rd edition)
- Best Book for Job Interview Prep: Elements of Interview Scheduling in Python: The Inside Guide
- best python book for kids: python for kids
the best python books for beginners
1. the best python book for beginners: python crash course
‘python crash course’ by eric matthews is a quick and comprehensive introduction to the python language for beginners who want to learn to program with python and write useful programs. the book aims to get you up to speed quickly enough and have you writing real programs in no time. This book is also for programmers who have a vague understanding of the language and want to brush up on their knowledge before trying hands-on programming in Python. As you progress through the book, you learn libraries and tools such as Pygame, Matplotlib, Plotly, and Django, and work with data to create interactive visualizations. he also knows the idea behind 2d games, to develop and implement web applications. is one of the best books to learn python suggested by python programmers.
This 544-page book is divided into two parts. The first part of the book discusses the basics of Python programming and sheds light on concepts such as dictionaries, lists, loops, and classes. understand working with a python program and learn to write clean and readable code and create interactive programs. the part ends with teaching you to test your code before adding it to a project.
The second half of the book follows a practical approach. test your knowledge by presenting three different projects:
- arcade game inspired by space invaders.
- a set of data visualizations with handy python libraries.
- a simple web application that you can implement online.
Buy it here.
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2. Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Beginners
is one of the international best-selling python books that teaches python 3 to everyone, including technically inclined beginners and liberal arts students, and geeks alike. The books give you step-by-step instructions and walk you through each program, teaching you how to write programs quickly and efficiently in Python. The author, Ai Sweigart, also challenges his readers with updated hands-on projects at the end of each chapter.
You will learn the basics of python and explore rich library modules to perform tasks such as extracting data from websites, reading pdf and word documents, and automating click and type tasks. The second edition of the book includes a new bonus chapter on input validation and tutorials on automating gmail and google sheets, plus tips on automatically updating csv files.
In addition to the new chapter, you’ll also learn how to create programs that effortlessly perform nice feats of automation to find text in a file or multiple files, create, update, move, and rename files and folders, search the web and download online content, update and format data in any size excel spreadsheet, fill out online forms, and more.
Buy it here.
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3. learning python, 5th edition
The book’s author, Mark Lutz, provides a comprehensive and detailed introduction to the core language of Python based on his training course. the latest version of the book encourages you to write high-quality, efficient code. this is also one of the best books to learn python. the book is for everyone who wants to learn and excel in python; From beginners to professional developers, anyone can read and practice this book. You will explore the main types of Python built-in objects, such as numbers, lists, and dictionaries. You will also learn code redundancy and organize statements. The book also introduces you to the concepts of ups in python by immersing you in the classes.
Finally, this book also covers general programming concepts, such as exception handling and development tools. The book also covers Python tools such as decorators, descriptors, metaclasses, and Unicode processing for advanced readers and programmers.
Buy it here.
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4. Python Head First (2nd Edition)
‘head-first python’ by paul barry is the best book to learn python, a quick and easy solution for you if you want to learn the basics of python programming without going through counter-productive tutorials and books. The book helps you gain a quick understanding of the fundamentals of Python programming and working with built-in functions and data structures. then the book goes on to help you build your web application, exception handling, data management, and other concepts. head first python uses a visual format rather than a text-based approach, helping you see and learn better.
the author is paul barry, professor at carlow institute of technology, ireland. Before entering academia, he worked for more than a decade in the IT industry. He is the author of well-known programming books such as Network Programming with Perl, Head First Programming, and Head First Python.
Buy it here.
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5. learn python fast: a complete beginner’s guide on how to learn python, even if you’re new to programming
the book learn python fast: a complete beginner’s guide to learning python, even if you’re new to programming it’s a fantastic choice for, you guessed it, beginners. As one of the most popular programming languages, Python is also a language that many people from all walks of life want to start learning. for this reason, code rapid has created a book aimed at absolute beginners.
In this book, you can establish a solid basic understanding of Python. once you get past the basics, you can move on to some of the more intermediate and advanced topics. there is no need to feel intimidated; Fortunately, the book is written in a clear manner and simple explanations are provided to make it easier for you to follow.
learn python fast: a complete beginner’s guide to learning python also includes coding exercises (and their solutions, so you can check if you’re right). At the end of the book, there are two Python projects you can do to bring together all the lessons you’ve learned and end up with some hands-on experience. there are also some source code files that you can refer to continuously. you can run these files directly on your own computer.
Buy it here.
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6. The Best Book for Job Interview Prep: Elements of Interview Scheduling in Python: The Insider’s Guide
The book challenges you with a collection of 250 problems to test your python skills. the problems are representative of interview questions asked at major software companies. problems are illustrated with 200 figures, 300 tested programs, and 150 additional variants followed by detailed solutions. The book also mentions a summary of the non-technical aspects of interviewing, tips for negotiating the best offer, and guidance on how best to use epi. A summary of data structures and algorithms is also provided to refresh your knowledge.
The book is laid out in a series of chapters on basic and advanced data structures. Each chapter begins with a brief introduction, a case study, top tips, and a review of essential library methods, followed finally by broad, thought-provoking problems.
Buy it here.
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7. learn python in a day and learn it well (2nd edition)
learn python in a day and learn it well by jamie chan is now in its second edition, with the addition of lessons in object-oriented programming. was written for absolute beginners who have literally no knowledge of python at all. the goal is to help students learn python quickly enough that they can start coding the basics in a day.
This book breaks concepts down into simple, easy-to-digest steps that even novices can follow. There are carefully selected examples to help illustrate python-related concepts that can help you understand things more easily. Topics are also carefully selected, ensuring that learning is possible in a somewhat linear fashion without going on confusing tangents.
jamie chan knows that the best way to learn is by doing, and that philosophy applies to this book as well. at the end of learning python in a day and learning it well, there is a project that students can do that involves all the concepts previously learned from the book.
Buy it here.
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8. Python for Beginners: Learn to Code Python with No Coding Experience in 7 Days
If you’ve never written a single line of code before, the prospect of learning can seem quite intimidating or even daunting. Fortunately, the book Python for Beginners: Learn Python Programming with No Coding Experience in 7 Holy Days of Ozoemena is a great way to start.
The book was written for those who want to be part of the world of programming or find a career as a programmer. Knowing that Python is one of the easiest (and most popular) programming languages out there, Santos Ozoemena aims to provide the proper guidance to make learning Python a “walk in the park”.
ozoemena’s book aims to teach students how to master python in just one week. To make learning easier, the book guides students step by step through all the concepts and processes of coding in Python.
Buy it here.
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free python books for beginners
9. learning with python: how to think like a computer scientist
‘learning with python’ by allen downey, jeff elkner, and chris meyers is an introduction to programming in python and using the language to create great real-world programs. The book is divided into 20 sections and also includes a list of contributors and a path forward. The initial sections discuss the basics of programming and what constitutes a program. It then moves on to basic python concepts like variables, functions, conditionals, fruitful functions, and iteration. towards the end, the book discusses basic concepts such as objects, inheritance, lists, stacks, queues, trees, and debugging.
The book is available for free in a variety of formats, including pdf, postscript, gzipped rar, and html. Users can download and print these files since the book is licensed under the GNU Free Documentation License. the book translated into other languages such as Spanish, Italian, German and Czech, is available for download.
free download
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10. best free python book: a byte of python
‘a byte of python’ by c.h. swaroop is the best free book on python programming to guide the beginner audience to understand the python language. the book mainly discusses the python 3 version, but can help you adapt to older versions of the language. The book is available in more than 26 languages, including Turkish, Swedish, French, Chinese, German, Spanish, Russian, Ukrainian, Portuguese, and Korean. translations have been provided by active members of the community who work hard to maintain edits as the book is updated.
The book begins with an introduction to what the book is about. it also considers readers’ demands for dedication. He then describes Python and how it has become one of the most influential languages in the world of programming. it then goes into python concepts and describes them in detail, along with examples at each step. culminates with how you can continue learning python after reading this book and leaves you with a problem to solve, testing your skills even at the very last step.
free download
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the best python programming books for advanced programmers
11. introduction to machine learning with python: a guide for data scientists
Many commercial applications and projects have employed machine learning as an integral ingredient, and the number of applications doing so has only increased over the years. This book by Sarah Guido and Andreas C. Muller teaches you how to use the Python programming language to build your machine learning solutions. as the amount of data usage increases with the second, the limitation for machine learning applications is only our imagination.
Throughout this book, you will learn about the steps involved in building a rich machine learning application using Python and the sci-kit-learn library. The book introduces you to the fundamental concepts and uses of machine learning before moving on to the pros and cons of popular machine learning algorithms. He will also learn about advanced methods for model evaluation and the concept of pipelines, which is to encapsulate your workflow and chain models together. In conclusion, the book provides suggestions to help you improve your data science skills.
Buy it here.
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12. Best Advanced Python Book: Fluent Python: Clear, Concise, and Powerful Programming
‘fluid python’ by luciano ramalho is a practical guide that helps you learn to write useful python code using the most neglected but best features of the language. the author takes you through the language’s functions and libraries and helps you make your code shorter, faster, and more readable.
The book covers various concepts, including Python data models, data structures, object-like functions, object-oriented idioms, control flow, and metaprogramming. With this book, advanced Python programmers learn about Python 3 and how to master this version of the language. the author is luciano ramalho, a web developer who has worked with some of the most important news portals in brazil using python and has his own python training company.
Buy it here.
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13. python cookbook: recipes to master python 3
“python cookbook” by david beazley and brian k. jones helps you master your python 3 programming skills or helps you upgrade from older python 2 code. this cookbook is packed with recipes tested with python 3.3 it’s the ticket for seasoned python programmers who want to take the python 3.3 approach. of modern tools and idioms instead of just standard coding. The book has comprehensive recipes for a variety of topics, covering the Python language and its uses, along with tasks common to a large number of application domains.
some of the topics covered in the book are strings, data structures, iterators, functions, classes, modules, packages, concurrency, testing, debugging, and exceptions. Throughout the book, the recipes mentioned above assume that you have the knowledge to understand the book’s themes. each recipe contains sample code that the reader can use in their projects. the code follows a discussion of how the code works and why the solution works.
Buy it here.
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14. programming python: powerful object-oriented programming
Mark Lutz’s ‘programming python’ is ideal for programmers who have understood the fundamentals of python programming and are ready to learn how to use their skills to do real work. This book includes detailed tutorials on various Python application domains, such as GUIs, Web, and System Administration. The book also discusses how databases use language, text processing, front-end scripting layers, networking, and much more.
The book explains commonly used tools, language syntax and programming techniques through a brief but precise approach. the book has many examples showing correct usage and common idioms. the book also delves into the language as a software development tool, along with multiple illustrated examples especially for that purpose.
Buy it here.
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15. Best Book for Hands-on Learning: Learn Python the Hard Way (3rd Edition)
‘learn python 3 the hard way’ by zed a. shaw is a collection of 52 brilliantly crafted exercises. The book is perfect for total beginners who have never developed software before, junior developers, and professionals who need to brush up on their skills. The book requires you to learn hands-on coding by practicing exercises and solving problems to better understand the problems. the author even shows you how to break, fix, and debug your code to give you a taste of coding.
The book takes a deeper look at various topics, including basic math, variables, strings, files, loops, program design, and data structures, among many others. learning python by doing exercises helps you understand how software works, the structure of a well-written program, and how to avoid and find common errors in code using some tricks that professional programmers have up their sleeves.
Buy it here.
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the best python books for kids
16. the best python book for kids: python for kids
author: jason r. briggs
age: 10+
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Despite the title, this is a fun book for all ages that provides a clear and easy-to-follow introduction to python programming. the content is easy to understand, the examples are clearly illustrated and simple. The book provides a detailed guide to install python on the system followed by using the python shell as a simple calculator. the book is a solid guide to getting a good grounding in the basics.
covers:
- variables
- arithmetic operators
- string
- lists
- tuples
- dictionaries
- turtle library
- conditional statements
- loops
- functions
- modules and more
Buy it here.
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17. python coding projects
author: dk
age: 9 -12
The books intrigue all children to build software, whether they have learned block language like scratch or have not programmed at all. the grocery reference section at the back of the book is very helpful for children to learn and study, even for their future projects
teach the following:
- download and install python
- write and save programs
Buy it here.
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18. python in easy steps
author: mike mcgrath
age: high school and up
The author has done a fantastic job of presenting coding concepts in small, understandable chunks. It’s not exactly for kids, but high school students with some experience in a language like scratch would enjoy learning it and understand it well.
Buy it here.
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19. programming for kids: python: learn to code with 50 amazing games and activities
author: adrienne tacke
age: 10+
Coding For Kids: Python: Learn To Code With 50 Awesome Games & Activities is an up-and-coming book by author Adrienne Tacke. Written for young aspiring coders ages 10 and up, the book is intended to be the perfect introduction a child could have to the Python coding language.
Beyond teaching kids the basics of python coding, the book also shows kids how to create their own apps/games to keep things fun, engaging, and exciting. In addition to that, the book has many interactive lessons that children can follow more easily, thanks to the many visual examples available. kids even learn to debug their code to find out what might be causing problems, if any.
Buy it here.
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20. creative python coding: 30+ programming projects in art, games, and more
author: sheena vaidyanathan
age: 10 – 12
Creative Python Coding: 30+ Coding Projects in Art, Games, and More is a book designed to help 10-12 year olds learn Python. Sheena Vaidyanathan created the book with the goal of teaching children the fundamentals of programming. The book demonstrates how to code in Python through over thirty fun and exciting projects that even children can do. foundational knowledge is taught through flowcharts, illustrations, and pseudocode to help children understand more easily.
Once the basics have been learned, kids can learn to make projects like geometric art, chatbots, dice games, interactive fiction (“create your own adventure” games), and even some arcade games.
For teachers or parents looking for guidance on how to help children learn, the book’s website, creativecodinginpython.com, offers plenty of help.
Buy it here.
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conclusion
which wraps up our article on the best books for python. It’s hard to say which is the best python book as it completely depends on your choice. maybe you could try free books at first if you’re a beginner to see if the language keeps you interested in learning.
If you’re an advanced student of Python, you might want to try the Python Books Crash Course to brush up on your skills.
Have you already read some of the books? Which book did you find most useful? Would you like to recommend any other books? let us know in the comments.
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frequently asked questions
what is the best book for python beginners?
If you’re just starting out with python, the section on the best python books for beginners can help you find the one that’s right for you. however, we can also recommend the Python Crash Course as an ideal python book for beginners due to the way it handles everything from the basics to the more complex topics.
what is the best book for python?
The answer to this question really depends on your goals for learning python. If you just want to learn it from scratch and start an eventual career in web development, you can check out Python Headfirst (2nd Edition).
If you want to finally move on to AI and machine learning, consider Introduction to Machine Learning with Python: A Guide for Data Scientists.
and if you want to test your knowledge or prepare for job interviews, you can try elements of python interview scheduling: the insider guide or learn python the hard way.
can you learn python from a book?
Absolutely yes! however, one problem you may run into if you’re learning from a book is that it may not suit your learning style. if you prefer to learn from a video or from someone showing you what to do, you may prefer a video-style course instead.
what is the best free python book?
one byte of python is certainly a contender for the best book for learning python, at least when it comes to free books. it is translated into more than 26 languages, which makes it more accessible to people all over the world.
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