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TOP 20 BEST PYTHON BOOKS FOR BEGINNERS & ADVANCED CODERS [2022]
Posted in Python, Books
Sagar Bhatia
Last Updated 15 Nov, 2022
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TABLE OF CONTENTS
* 2022’s Best Python Books
*
* Best Python Books for Beginners
* 1. Best Python Book for Beginners: Python Crash Course
* 2. Automate the Boring Stuff with Python, 2nd Edition: Practical
Programming for Total Beginners
* 6. Best Book for Job Interview Prep: Elements of Programming Interviews
in Python: The Insiders' Guide
* 7. Learn Python in One Day and Learn It Well (2nd Edition)
* 8. Python for Beginners: Learn Python Programming With No Coding
Experience in 7 Days
* Free Python Books for Beginners
* 9. Learning with Python: How to Think Like a Computer Scientist
* 10. Best Free Python Book: A Byte of Python
* Best Python Programming Books for Advanced Programmers
* 11. Introduction to Machine Learning with Python: A Guide for Data
Scientists
* 12. Best Advanced Python Book: Fluent Python: Clear, Concise, and
Effective Programming
* 13. Python Cookbook: Recipes for Mastering Python 3
* 14. Programming Python: Powerful Object-Oriented Programming
* 15. Best Book for Practical Learning: Learn Python the Hard Way (3rd
Edition)
* Best Python Books for Kids
* 16. Best Python Book for Children: Python for Kids
* 17. Coding Projects in Python
* 18. Python in Easy Steps
* 19.Coding For Kids: Python: Learn to Code with 50 Awesome Games and
Activities
* 20.Creative Coding in Python: 30+ Programming Projects in Art, Games, and
More
* Conclusion
* Frequently Asked Questions
* Which is the best book for Python beginners?
* Which one is the best book for Python?
* Can you learn Python from a book?
* What is the best free Python book?
* Get Certified Today
* Recommend Python Course
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 is soaring, the opportunities in Python
programming are amplifying. If you wish to learn Python programming, books can
be a great source of learning. Books provide you with the ability to learn at
your own pace.
Here are the top 10 Python books for beginners and advanced programmers
recommended by the Python community. These books help programmers of all skill
levels, from amateurs to code wizards. The list also includes a few free Python
books for beginners.
2022’S BEST PYTHON BOOKS
* 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
Effective Programming
* Best book for practical learning: Learn Python the Hard Way (3rd Edition)
* Best book for job interview prep: Elements of Programming Interviews in
Python: The Insiders’ Guide
* Best Python book for kids: Python for Kids
BEST PYTHON BOOKS FOR BEGINNERS
1. BEST PYTHON BOOK FOR BEGINNERS: PYTHON CRASH COURSE
'Python Crash Course' by Eric Matthews is a fast-paced and comprehensive
introduction to Python language for beginners who wish to learn Python
programming and write useful programs. The book aims to get you up to speed fast
enough and have you writing real programs in no time at all. This book is also
for programmers who have a vague understanding of the language and wish to brush
up their knowledge before trying their hands-on Python programming. As you work
through the book, you learn libraries and tools such as Pygame, Matplotlib,
Plotly, and Django and work with data to create interactive visualizations. You
also know about the idea behind 2D games, to develop and deploy web
applications. It is one of the best books to learn Python suggested by Python
Programmers.
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This 544-page book is dissected into two parts. The first part of the book
discusses Python programming basics and sheds light on concepts such as
dictionaries, lists, loops, and classes. You understand working with a Python
program and learn to write clean and readable code and create interactive
programs. The part ends with teaching to test your code before you add it to a
project.
The second half of the book follows a practical approach. It tests your
knowledge by presenting three different projects:
* Space Invaders-inspired arcade game.
* A set of data visualizations with Python's handy libraries.
* A simple web app you can deploy online.
Buy it here.
2. AUTOMATE THE BORING STUFF WITH PYTHON, 2ND EDITION: PRACTICAL PROGRAMMING
FOR TOTAL BEGINNERS
It is one of the best international selling Python books that teaches Python 3
to everyone, including technically inclined beginners and liberal art majors,
and geeks alike. The books give you step-by-step instructions and walk you
through each program, teaching you to write programs quickly and efficiently in
Python. The author, AI Sweigart, also challenges his readers with updated
practice projects at the end of each chapter.
You will learn Python's basics and explore rich library modules for performing
tasks like scraping data from websites, reading PDF and word documents, and
automating clicking and typing tasks. The second edition of the book includes an
additional brand-new chapter on input validation and tutorials on automating
Gmail and Google Sheets, plus tips on automatically updating CSV files.
Apart from the new chapter, you also learn to create programs that effortlessly
perform good feats of automation to search for text in a file or across multiple
files, create, update, move, and rename files and folders, search the web and
download online content, update and format data in Excel spreadsheets of any
size, fill out online forms and more.
Buy it here.
3. Learning Python, 5th Edition
The author of the book, Mark Lutz, gives a comprehensive, in-depth introduction
to the core Python language based on his training course. The latest version of
the book encourages you to write efficient, high-quality 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 Python’s major built-in object types,
such as numbers, lists, and dictionaries. You will also learn code redundancy
and organize statements. The book also introduces you to OOPs concepts in Python
by diving into classes.
Finally, general programming concepts like exception handling, and development
tools are also covered in this book. The book also covers Python tools such as
decorators, descriptors, metaclasses, and Unicode processing for advanced
readers and programmers.
Buy it here.
4. Head-First Python (2nd edition)
‘Head-First Python’ by Paul Barry is the best book to learn python, a quick and
easy fix for you if you wish to learn the basics of Python programming without
having to slog through counterproductive tutorials and books. The book helps you
in gaining a quick grasp of the fundamentals of Python programming and working
with built-in functions and data structures. The book then moves on to help you
build your web application, exception handling, data wrangling, and other
concepts. The head first Python makes use of a visual format rather than a
text-based approach, helping you to see and learn better.
The author is Paul Barry, a lecturer at the Institute of Technology, Carlow,
Ireland. Before entering the academic world, he worked for over a decade in the
IT industry. He is the author of individual well-known programming books, such
as Programming the Network with Perl, Head First Programming, and Head First
Python.
Buy it here.
5. Learn Python Quickly: A Complete Beginner’s Guide to Learning Python, Even
If You’re New to Programming
The book Learn Python Quickly: A Complete Beginner’s Guide to Learning Python,
Even If You’re New to Programming is a fantastic choice for — you guessed it —
beginners. As one of the most popular programming languages around, Python is
also a language that many people from all walks of life want to start learning.
For this reason, Code Quickly has created a book targeted toward the absolute
beginners.
In this book, you can establish solid foundational knowledge in Python. Once
you’ve gotten past the fundamentals, you can then move on to some of the more
intermediate and advanced topics. There’s no need to feel intimidated —
thankfully, the book is written in a clear way where there are simple
explanations provided so you can follow along more easily.
Learn Python Quickly: A Complete Beginner’s Guide to Learning Python also
includes coding exercises (and their solutions, so you can check if you’re
correct). At the end of the book, there are two Python projects that you can do
to bring all the lessons you’ve learned together and wrap up with some hands-on
experience. There are also some files with source code that you can continually
refer to. You can run these files right on your own computer.
Buy it here.
6. BEST BOOK FOR JOB INTERVIEW PREP: ELEMENTS OF PROGRAMMING INTERVIEWS IN
PYTHON: THE INSIDERS' GUIDE
The book challenges you with a collection of 250 problems to test your Python
skills. The problems are representative of interview questions that are asked at
leading software companies. The problems are illustrated with 200 figures,
300tested programs, and 150 additional variants followed by detailed solutions.
The book further mentions a summary of the non-technical aspects of interviewing
tips on negotiating the best offer and guiding the best way to use EPI. Summary
of data structures and algorithms are also provided to brush up your knowledge.
The book is designed in a series of chapters on basic and advanced data
structures. Each chapter starts with a brief introduction, case study, top tips,
and a review of the essential library methods, finally followed by broad and
thought-provoking problems.
Buy it here.
7. LEARN PYTHON IN ONE DAY AND LEARN IT WELL (2ND EDITION)
Learn Python in One Day and Learn It Well by Jamie Chan is now in its second
edition, with the addition of lessons in object-oriented programming. It was
written for the absolute beginners who have literally no knowledge of Python
whatsoever. The aim is to help students learn Python fast enough that they can
start coding the basics in one day.
This book breaks concepts down into easily digestible and simple steps that even
newbies can follow. There are carefully-chosen examples to help illustrate
Python-related concepts that can help you to understand things easier. Topics
are also selected thoughtfully, ensuring that learning is possible in a somewhat
linear way without going on confusing tangents.
Jamie Chan knows that the best way to learn is to do, and that philosophy is
applied to this book as well. At the end of Learn Python in One Day and Learn It
Well, there is a project that learners can do that involves all the concepts
that were previously learned from the book.
Buy it here.
8. PYTHON FOR BEGINNERS: LEARN PYTHON PROGRAMMING WITH NO CODING EXPERIENCE IN
7 DAYS
If you’ve never written a single line of code before, the prospect of learning
might seem quite intimidating or even daunting. Thankfully, the book Python for
Beginners: Learn Python Programming with No Coding Experience in 7 Days by
Santos Ozoemena is an excellent way to get started.
The book was written for those who want to be part of the programming world or
find a career as a programmer. With the knowledge that Python is one of the
easiest (and most popular) programming languages out there, Santos Ozoemena aims
to provide the right guidance to make learning Python a “walk in the park.”
Ozoemena’s book ambitiously aims to teach students how to master Python within
only one week. To help make learning easier, the book guides learners step by
step through all the concepts and processes of coding in Python.
Buy it here.
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 Python programming and using the language to create excellent
real-world programs. The book divides into 20 sections and also includes a
contributors list and a way forward. The initial sections discuss the basics of
programming and what makes up a program. Then it moves on to basic Python
concepts such as variables, functions, conditionals, fruitful functions, and
iteration. Towards the end, the book discusses the core concepts such as
objects, inheritance, lists, stacks, queues, trees, and debugging.
The book is available for free in a variety of formats, which include PDF,
Postscript, Gzipped Rar, and HTML. Users are free to download and print these
files as the book has a license 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
10. BEST FREE PYTHON BOOK: A BYTE OF PYTHON
‘A Byte of Python’ by C.H. Swaroop is a free best book on Python programming to
guide the beginner audience to an understanding of the Python language. The book
mainly discusses the Python 3 version but can assist you in adapting to the
older versions of the language. The book is available in over 26 languages,
including Turkish, Swedish, French, Chinese, German, Spanish, Russian,
Ukrainian, Portuguese, and Korean. The translations have been provided by active
community members who vigorously work to keep the edits going on as the book is
updated.
The book initiates with an introduction to what the book is about. It also
considers the demands of the readers concerning dedication. Then it describes
Python and how it has emerged as one of the most influential languages in the
programming world. It then moves on to Python concepts and describes them in
detail, along with examples at every step. It 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 last step.
Free Download
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 risen over
the years. This book by Sarah Guido and Andreas C. Muller teaches you how to use
Python programming language to build your machine learning solutions. As the
amount of data usage increases with the second, the limitation to machine
learning applications is only our imagination.
Throughout this book, you learn about the steps required to create a rich
machine-learning application using Python and 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. You also
learn about the advanced methods for model evaluation and the concept of
pipelines, which is for encapsulating your workflow and chaining models. In
conclusion, the book provides suggestions to help you improve your data science
skills.
Buy it here.
12. BEST ADVANCED PYTHON BOOK: FLUENT PYTHON: CLEAR, CONCISE, AND EFFECTIVE
PROGRAMMING
‘Fluent Python’ by Luciano Ramalho is a hands-on guide that helps you learn how
to write useful Python code by using the most neglected yet best features of the
language. The author takes you through the features and libraries of the
language and helps you make the code shorter, faster, and readable.
The book covers various concepts, including Python data models, data structures,
functions as objects, object-oriented idioms, control flow, and metaprogramming.
Using this book, advanced Python programmers learn about Python 3 and how to
become proficient in this version of the language. The author is Luciano
Ramalho, a Web Developer who has worked with some of the most significant news
portals in Brazil using Python and has his own Python training company.
Buy it here.
13. PYTHON COOKBOOK: RECIPES FOR MASTERING PYTHON 3
‘Python Cookbook’ by David Beazley and Brian K. Jones helps you master your
programming skills in Python 3 or help you update older Python 2 code. This
cookbook is filled with recipes tried and tested with Python 3.3 is the ticket
for experienced Python programmers who wish to take the approach to modern tools
and idioms rather than just standard coding. The book has complete recipes for a
variety of topics, covering 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 presuppose that you
have the necessary knowledge to understand the topics in the book. Each recipe
contains a sample code the reader can use in their projects. The code follows a
discussion about the working of the code and why the solution works.
Buy it here.
14. PROGRAMMING PYTHON: POWERFUL OBJECT-ORIENTED PROGRAMMING
‘Programming Python’ by Mark Lutz is ideal for programmers who have understood
the fundamentals of Python programming and are ready to learn how to use their
skills to get real work done. This book includes in-depth tutorials on various
application domains of Python, such as GUIs, the Web, and system administration.
The book also discusses how the databases use the language, text processing,
front-end scripting layers, networking, and much more.
The book explains the commonly used tools, language syntax, and programming
techniques through a brief yet precise approach. The book has many examples that
show the correct usage and common idioms. The book also digs into the language
as a software development tool, along with multiple examples illustrated
particularly for that purpose.
Buy it here.
15. BEST BOOK FOR PRACTICAL 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 not coded
before, junior developers, and professionals who need to brush up their skills.
The book requires you to learn practical coding by practicing exercises and
fixing problems to understand the problems better. The author even shows you how
to break, fix, and debug your code to give you the coding flavor.
The book further discusses various topics such as basic mathematics, variables,
strings, files, loops, program design, and data structures, among many others.
Learning Python by doing exercises helps understand the software's working, the
structure of a well-written program, and how to avoid and find common mistakes
in code using some tricks that professional programmers have up their sleeves.
Buy it here.
BEST PYTHON BOOKS FOR KIDS
16. BEST PYTHON BOOK FOR CHILDREN: PYTHON FOR KIDS
Author: Jason R. Briggs
Age: 10+
Despite the title, this is a fun book for all ages that provides a clear,
easy-to-follow introduction to Python programming. The content is easy to
understand, the examples are clearly illustrated and straightforward. The book
provides a detailed guide to installing Python to the system followed by using
Python Shell as a simple calculator. The book is a solid guide for getting a
good foundation in the basics.
It covers:
* Variables
* Arithmetic Operators
* String
* Lists
* Tuples
* Dictionaries
* Turtle Library
* Conditional Statements
* Loops
* Functions
* Modules and More
Buy it here.
17. CODING PROJECTS IN PYTHON
Author: DK
Age: 9 -12
The books intrigue all the kids to build software whether they have learned
block language like Scratch or have done no programming at all. The grocery
reference section at the back of the book is very helpful for kids to learn and
study even for their future projects
It teaches the following:
* Downloading and installing the python
* Writing and Saving Programs
Buy it here.
18. PYTHON IN EASY STEPS
Author: Mike McGrath
Age: Middle School and Up
The author has done a fantastic job of presenting coding concepts in small,
comprehensible chunks. It is not exactly for children but middle school students
with some experience in a language like scratch would enjoy learning from it and
understand it well.
Buy it here.
19.CODING FOR KIDS: PYTHON: LEARN TO CODE WITH 50 AWESOME GAMES AND ACTIVITIES
Author: Adrienne Tacke
Age: 10+
Coding For Kids: Python: Learn to Code with 50 Awesome Games and Activities is a
promising book by author Adrienne Tacke. Written for younger aspiring coders age
10+, the book aims to be the perfect introduction a kid could get to the coding
language Python.
Beyond teaching kids the basics of coding in Python, the book also shows
children how to create their own apps/games to keep things fun, engaging, and
exciting. On top of that, the book has plenty of interactive lessons that
children can more easily follow, thanks to the many visual examples available.
Kids even learn how to debug their code to figure out what may be causing
issues, if there are any.
Buy it here.
20.CREATIVE CODING IN PYTHON: 30+ PROGRAMMING PROJECTS IN ART, GAMES, AND MORE
Author: Sheena Vaidyanathan
Age: 10 - 12
Creative Coding in Python: 30+ Programming Projects in Art, Games, and More is a
book designed to help children ages 10-12 to learn Python. Sheena Vaidyanathan
created the book with the aim to teach kids the fundamentals of programming. The
book demonstrates how to code in Python through more than thirty fun and
exciting projects that even kids can perform. Foundational knowledge is taught
through flowcharts, illustrations, and pseudocode to help kids understand more
easily.
When the fundamentals have been learned, kids can then learn to do projects like
geometric art, chatbots (conversational programs), dice games, interactive
fiction (“create your own adventure”-type games), and even some arcade games.
For teachers or parents looking for some guidance on helping kids learn, the
book’s website, CreativeCodingInPython.com offers plenty of help.
Buy it here.
CONCLUSION
That wraps our article on the best Books for Python. It is hard to say which one
is the best Python book as it entirely depends on your choice. Maybe you could
try free books at first if you are a beginner to see if the language keeps you
interested to learn.
If you are an advanced Python learner you might want to try out the book Crash
Course in Python to brush up your skills.
Have you read some of the books already? Which book did you find the most
helpful? Would you like to recommend any other book? Let us know in the
comments.
FREQUENTLY ASKED QUESTIONS
WHICH 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 right one for you. However, we can also
recommend Python Crash Course as an ideal Python book for beginners thanks to
the way it handles everything, from the fundamentals to the more complex topics.
WHICH ONE 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 go into an eventual career in web
development, you can look into Head-First Python (2nd Edition).
If you would like to eventually move into artificial intelligence and machine
learning, consider Introduction to Machine Learning with Python: A Guide for
Data Scientists.
And if you would like to test your knowledge or prepare for job interviews, you
can try Elements of Programming Interviews in Python: The Insiders’ Guide or
Learn Python the Hard Way.
CAN YOU LEARN PYTHON FROM A BOOK?
Absolutely, yes! However, one problem you might find yourself running into if
you are learning from a book is that it may not suit your learning style. If you
prefer learning 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?
A 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, making it more accessible to people worldwide.
GET CERTIFIED TODAY
RECOMMEND PYTHON COURSE
Complete Python Bootcamp From Zero to Hero in Python
People are also reading:
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Python Python Books Python books for beginners Python books for advanced
programmers
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SAGAR BHATIA
Sagar is an engineering graduate and a technology lover and has been writing
across various disciplines for over 5 years now. An avid gamer himself, he
wishes to create a venture revolving around the e-sports domain in India. View
all posts by the Author
Software Development Engineer II, Snow Data Transfer
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RELATED POSTS
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LEAVE A COMMENT
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Submit Cancel
Aqsa Zafar
Great Article
* Reply
Krishnan
I like it very much. I have a good experience with this. I feel happy.
* Reply
sakshi
I love your blog. This all provided knowledge are unique than other python blog.
good explain, keep updating
* Reply
David Clarke
As someone that has read several of the books here, if you Python is your first
language or this is your first work with Python but you know another language, I
would recommend Python Crash Course, 2nd edition. It addresses your issue of
being update, (new edition published in 2019) and the author and editor are both
very conscientious about responding to readers. The only slight I have with the
book, and it's a timing issue, is that they don't recommend using Visual Source
Code as an editor. Their recommendation, Sublime Text 3 is perfectly adequate,
but especially when learning Python, the intellisense features of the VSC editor
are tremendous.
* Reply
David
This is a great list and provides lots of choices. Of the recommended books, is
there one in particular that is best for working with text? I'm interested in
trying to write something along the lines of the work being done at the Stanford
Literary Lab.
Thanks again for the post.
David
* Reply
Ashfakur Rahman
That was an amazing and helpful article
* Reply
bdevils464
Thanks for the super Content and More Information Python Training Provides to
me.
* Reply
mazz
Head-First Python (2nd edition) is definitely not for beginner
read where it say (who this book for) it say: we assume you have programmed
before.
how that works out to be for beginner :D
* Reply
Catherine Ramos
What are the best resources for learning how to use Python for Machine
Learning/Data Science?
* Reply
Gloria Lawrence
The best way to learn is to work on projects. Instead of that you may take
reference from these below books.
Introduction to machine learning with Python: A guide for Data Scientists- This
book explains the fundamental concept and use of machine learning. This book is
for Data Scientists and Advance Python programmers.
Python for Data Analysis- This book by Wes Mckinney is a practical and modern
approach in Python for data-intensive applications.
* Reply
Rosemarie Jimenez
What are good Python socket programming books to learn from?
* Reply
Irene Moreno
Socket programming in Python is the way of connecting two nodes on a network so
that they both can communicate with each other. These are some good books
collection for Python socket programming:
• Learning Python Networking Programming
• Python Networking Programming Cookbook
• Foundations of Python Networking Programming
• Twisted Network Programming
* Reply
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