In this article, I will list the best Python books for beginner and advanced level programmers.
Most of the people who want to learn programming visit online course platforms in the first place. For this reason, with the increase of quality online education platforms, high-quality courses are produced over time.
You can go to my Best Way to Learn Coding in 2020 ( For Free) article.
Best Way to Learn Programming
Although there are online education platforms that produce quality content, the place of books is always different.
There are people who ask me where and how they can learn programming. My suggestion on this subject is this :
Obviously, the best way to learn something in life is to learn by doing it.
The studies of scientists also show that the best way for people to learn is to learn by doing.
For this reason, my answer to those who ask me where and how they can learn programming;
It is that you should first choose your instructor well and then learn by applying all that you have learned and creating something.
To give an example in this respect, my advice to the people who want to learn Python is to find the best training platform by doing good research and then to learn by creating something by applying all that they have learned.
You can go to my Best Way to Learn Python article here.
Why Learn From Books
Despite the many online education platforms that offer quality content, there are those who ask or wonder why they should be learned from books.
Such people have never come across a truly good book.
If you want to learn a field really well and want to build a professional career, books are a very valuable resource for you.
Often, books are written by the best professionals in the industry. For this reason, books are very valuable resources and references for you.
Now that you know how to learn and why you should learn from books, now I’ll list the best Python books for you.
Best Python Books for Beginners
OFFICIAL DESCRIPTION
This is the second edition of the best selling Python book in the world. Python Crash Course, 2nd Edition is a straightforward introduction to the core of Python programming. Author Eric Matthes dispenses with the sort of tedious, unnecessary information that can get in the way of learning how to program, choosing instead to provide a foundation in general programming concepts, Python fundamentals, and problem solving. Three real world projects in the second part of the book allow readers to apply their knowledge in useful ways.
Readers will learn how to create a simple video game, use data visualization techniques to make graphs and charts, and build and deploy an interactive web application. Python Crash Course, 2nd Edition teaches beginners the essentials of Python quickly so that they can build practical programs and develop powerful programming techniques.
What you will learn :
- Programming Basics and Python Syntax
- Games
- Numerical Programming and Data Mining
- Web Scraping
- Web Development
Packages you will be introduced to :
- pygame
- matplotlib
- pygal
- requests
- django
- plotly
OFFICIAL DESCRIPTION
The second edition of this best-selling Python book (100,000+ copies sold in print alone) uses Python 3 to teach even the technically uninclined how to write programs that do in minutes what would take hours to do by hand. There is no prior programming experience required and the book is loved by liberal arts majors and geeks alike.
If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you?
In this fully revised second edition of the best-selling classic Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand–no prior programming experience required. You’ll learn the basics Python and explore Python’s rich library of modules for performing specific tasks, like scraping data off websites, reading PDF and Word documents, and automating clicking and typing tasks.
The second edition of this international fan favorite includes a brand-new chapter on input validation, as well as tutorials on automating Gmail and Google Sheets, plus tips on automatically updating CSV files. You’ll learn how to create programs that effortlessly perform useful 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
• Split, merge, watermark, and encrypt PDFs
• Send email responses and text notifications
• Fill out online forms
Step-by-step instructions walk you through each program, and updated practice projects at the end of each chapter challenge you to improve those programs and use your newfound skills to automate similar tasks.
Don’t spend your time doing work a well-trained monkey could do. Even if you’ve never written a line of code, you can make your computer do the grunt work. Learn how in Automate the Boring Stuff with Python, 2nd Edition.
What you will learn :
- Programming Basics and Python Syntax
- Web Scraping
- GUI Development
- Graphics and Computer Vision
- Automating Common Computer Tasks
Packages you will be introduced to :
- requests
- beautifulsoup4
- pillow
- pyautogui
- openpyxl
- ezsheets
- ezgmail
OFFICIAL DESCRIPTION
Get a comprehensive, in-depth introduction to the core Python language with this hands-on book. Based on author Mark Lutz’s popular training course, this updated fifth edition will help you quickly write efficient, high-quality code with Python. It’s an ideal way to begin, whether you’re new to programming or a professional developer versed in other languages.
Complete with quizzes, exercises, and helpful illustrations, this easy-to-follow, self-paced tutorial gets you started with both Python 2.7 and 3.3— the latest releases in the 3.X and 2.X lines—plus all other releases in common use today. You’ll also learn some advanced language features that recently have become more common in Python code.
- Explore Python’s major built-in object types such as numbers, lists, and dictionaries
- Create and process objects with Python statements, and learn Python’s general syntax model
- Use functions to avoid code redundancy and package code for reuse
- Organize statements, functions, and other tools into larger components with modules
- Dive into classes: Python’s object-oriented programming tool for structuring code
- Write large programs with Python’s exception-handling model and development tools
- Learn advanced Python tools, including decorators, descriptors, metaclasses, and Unicode processing
What you will learn :
- Programming Basics and Python Syntax
OFFICIAL DESCRIPTION
You Will Learn Python 3!
Zed Shaw has perfected the world’s best system for learning Python 3. Follow it and you will succeed—just like the millions of beginners Zed has taught to date! You bring the discipline, commitment, and persistence; the author supplies everything else.
In Learn Python 3 the Hard Way, you’ll learn Python by working through 52 brilliantly crafted exercises. Read them. Type their code precisely. (No copying and pasting!) Fix your mistakes. Watch the programs run. As you do, you’ll learn how a computer works; what good programs look like; and how to read, write, and think about code. Zed then teaches you even more in 5+ hours of video where he shows you how to break, fix, and debug your code—live, as he’s doing the exercises.
- Install a complete Python environment
- Organize and write code
- Fix and break code
- Basic mathematics
- Variables
- Strings and text
- Interact with users
- Work with files
- Looping and logic
- Data structures using lists and dictionaries
- Program design
- Object-oriented programming
- Inheritance and composition
- Modules, classes, and objects
- Python packaging
- Automated testing
- Basic game development
- Basic web development
It’ll be hard at first. But soon, you’ll just get it—and that will feel great! This course will reward you for every minute you put into it. Soon, you’ll know one of the world’s most powerful, popular programming languages. You’ll be a Python programmer.
This Book Is Perfect For
- Total beginners with zero programming experience
- Junior developers who know one or two languages
- Returning professionals who haven’t written code in years
- Seasoned professionals looking for a fast, simple, crash course in Python 3
What you will learn :
- Programming Basics and Python Syntax
- Games
- Web Development
Packages you will be introduced to :
- flask
OFFICIAL DESCRIPTION
Python for Everybody is designed to introduce students to programming and software development through the lens of exploring data. You can think of the Python programming language as your tool to solve data problems that are beyond the capability of a spreadsheet. Python is an easy to use and easy to learn programming language that is freely available on Macintosh, Windows, or Linux computers. So once you learn Python you can use it for the rest of your career without needing to purchase any software. This book uses the Python 3 language. The earlier Python 2 version of this book is titled “Python for Informatics: Exploring Information”. There are free downloadable electronic copies of this book in various formats and supporting materials for the book at www.py4e.com. The course materials are available to you under a Creative Commons License so you can adapt them to teach your own Python course.
What you will learn :
- Programming Basics and Python Syntax
- Web Scraping
- Database
- Numerical Programming and Data Mining
Packages you will be introduced to :
- beautifulsoup4
Best Python Books For Advanced Programmers
OFFICIAL DESCRIPTION
Updated and Expanded for Python 3
It’s easy to start developing programs with Python, which is why the language is so popular. However, Python’s unique strengths, charms, and expressiveness can be hard to grasp, and there are hidden pitfalls that can easily trip you up.
This second edition of Effective Python will help you master a truly “Pythonic” approach to programming, harnessing Python’s full power to write exceptionally robust and well-performing code. Using the concise, scenario-driven style pioneered in Scott Meyers’ best-selling Effective C++, Brett Slatkin brings together 90 Python best practices, tips, and shortcuts, and explains them with realistic code examples so that you can embrace Python with confidence.
Drawing on years of experience building Python infrastructure at Google, Slatkin uncovers little-known quirks and idioms that powerfully impact code behavior and performance. You’ll understand the best way to accomplish key tasks so you can write code that’s easier to understand, maintain, and improve. In addition to even more advice, this new edition substantially revises all items from the first edition to reflect how best practices have evolved.
Key features include
- 30 new actionable guidelines for all major areas of Python
- Detailed explanations and examples of statements, expressions, and built-in types
- Best practices for writing functions that clarify intention, promote reuse, and avoid bugs
- Better techniques and idioms for using comprehensions and generator functions
- Coverage of how to accurately express behaviors with classes and interfaces
- Guidance on how to avoid pitfalls with metaclasses and dynamic attributes
- More efficient and clear approaches to concurrency and parallelism
- Solutions for optimizing and hardening to maximize performance and quality
- Techniques and built-in modules that aid in debugging and testing
- Tools and best practices for collaborative development
Effective Python will prepare growing programmers to make a big impact using Python.
What you will learn:
- Advanced Python Concepts
OFFICIAL DESCRIPTION
Python’s simplicity lets you become productive quickly, but this often means you aren’t using everything it has to offer. With this hands-on guide, you’ll learn how to write effective, idiomatic Python code by leveraging its best—and possibly most neglected—features. Author Luciano Ramalho takes you through Python’s core language features and libraries, and shows you how to make your code shorter, faster, and more readable at the same time.
Many experienced programmers try to bend Python to fit patterns they learned from other languages, and never discover Python features outside of their experience. With this book, those Python programmers will thoroughly learn how to become proficient in Python 3.
This book covers:
- Python data model: understand how special methods are the key to the consistent behavior of objects
- Data structures: take full advantage of built-in types, and understand the text vs bytes duality in the Unicode age
- Functions as objects: view Python functions as first-class objects, and understand how this affects popular design patterns
- Object-oriented idioms: build classes by learning about references, mutability, interfaces, operator overloading, and multiple inheritance
- Control flow: leverage context managers, generators, coroutines, and concurrency with the concurrent.futures and asyncio packages
- Metaprogramming: understand how properties, attribute descriptors, class decorators, and metaclasses work
What you will learn:
- Advanced Python Concepts
OFFICIAL DESCRIPTION
The Hitchhiker’s Guide to Python takes the journeyman Pythonista to true expertise. More than any other language, Python was created with the philosophy of simplicity and parsimony. Now 25 years old, Python has become the primary or secondary language (after SQL) for many business users. With popularity comes diversity—and possibly dilution.
This guide, collaboratively written by over a hundred members of the Python community, describes best practices currently used by package and application developers. Unlike other books for this audience, The Hitchhiker’s Guide is light on reusable code and heavier on design philosophy, directing the reader to excellent sources that already exist.
What you will learn:
- Advanced Python Concepts
- Web Development
- Database
- Numerical Programming and Data Mining
