The 20 Best Python Books Available Online in 2020

Python is considered one of the best programming languages^[1] in the modern world. It
has a vast field of usages like the development of desktop
graphical user interface (GUI), apps development, development of
websites, development of scientific applications and numeric
applications, development of games, etc. To study this high-value
language as a newbie, you need to choose a set of appropriate
books. You might get confused once you see numerous books around
you. Breath! Here we are to ease up your work. We are going to
discuss some best Python books that are perfect for those who want
to learn python.  

Best Python Books

In this article, we have gathered a list of books that
will help you to learn the python easily as a beginner. Most of the
books are highly informative and innovative in their ways and
styles of learning. These books will also help the advanced level
learners to exercise their skills for improvement. 

1. A Practical Introduction to Python
Programming

As a starter of Python Programming and dreamer of
high-value programmers, this is the best book to learn python. The
book initially teaches the basics of Python, starting from the
installation and concluding with Object-Oriented Programming. In
the next sequence, the book discusses Graphics, where you can learn
about Graphical User Interface programming in different parts.
Finally, you will learn some of the intermediate
topics. 

Table of Contents

• Basics

• Installing Python
• For Loops
• Numbers
• If Statements
• Miscellaneous Topics I
• Strings
• Lists 
• More with Lists
• While Loops
• Miscellaneous Topics II
• Dictionaries
• Text Files
• Functions
• Object-Oriented Programming

• Graphics

• GUI Programming with Tkinter
• GUI Programming II
• GUI Programming III
• Further Graphical Programming

• Intermediate Topics

Miscellaneous Topics III Useful Modules
Regular Expressions Math Working
With Functions The Itertools and Collections
Modules Exceptions

Download
Pdf^[2]

2. Beginning Python: From Novice to
Professional

The book teaches the basics of python and Ant hacking. You
can learn about how to work with tuples and strings. Knowledge
about abstractions and exceptions which are common are nicely given
in the book. It also contains different methods like magic methods
to make your understanding easy. The book also discusses network
programming and GUI. And finally, there are 10 different projects
which will increase your knowledge and skills.

Table of Contents

• Ant Hacking: The Basics
• Lists and tuples
• Working with Strings
• Dictionaries: when Indices Won’t Do
• Conditionals, Loops, and Some Other
  Statements
• Abstractions’
• More Abstraction
• Exceptions
• Magic Methods, Properties, and Iterators
• Batteries Included
• Files and Stuff
• Graphical User Interface
• Database Support
• Network Programming
• Python and the Web
• Testing, 1-2-3
• Extending Python
• Packaging your Programs
• Playful Programming
• 10 Projects

Download
Pdf^[3]

3. A Python Book: Beginning Python,
Advanced Python, and Python Exercise

You may come with very less knowledge to learn python. You
may have good knowledge about the topic but have the intention to
learn more. Whatever is the situation, the best python book to
learn python is the one which we are discussing. Very
systematically and chronologically, the book projects the language
to the reader. Starting from the basic teaching, it gradually goes
to advance level python. And finally, you will get exercises to
improve your skills.

Table of Contents

• Part I- Beginning Python

Introductions Lexical Matters
Statement and Inspection- Preliminaries Built-in
data-types Functions and Classes- A Preview
Statements Functions, Modules, Packages, and
Debugging Classes Special Tasks

• Part II- Advanced Python

Python 201 Regular Expression
Iterative Objects Unit Tests
Extending and Embedding Python Parsing
GUI application Guidance on Packages and
Modules End Matter

• Part III- Python Workbook

Lexical Structures Execution Model
Built-in Data Types Statements
Functions Object-oriented Programming and
Classes Additional an Advanced Topics
Applications and Recipes

• Part IV- Generating Python Bindings for
  XML

Generating the Code Using the Generated Code to
Parse and Export and XML Document Some Command-Line
Options You might want to Know The Graphical Front
End Adding Application-Specific Behaviour 
Special Situations and Uses Some Hints

Download
Pdf^[4]

4. Beginning Programming with Python
for Dummies

Do you know how to interact with your computer and python?
Yes, this is the book that will teach you how to make conversation
with a computer and interact with python. You can make decisions
and perform different work with enough skill after reading this
book. Besides knowing and performing usual tasking, you will know
innovative ways and means to perform advanced tasks.

Table of Contents

• Getting Started with Python

Talking to Your Computer Getting Your Copy of
Python Interacting with Python Writing
Your First Application

• Talking the Talk

Storing and Modifying Information Managing
Information Making Decision Performing
Repetitive Tasks Dealing with Errors

• Performing Common Tasks

Interacting with Modules Working with
Strings Managing Lists Collecting All
Sorts of Data Creating and Using classes

• Performing Advanced Tasks

Sorting Data in Files Sending an Email

• The Part of Tens

Ten Amazing Programming Resources Ten Ways to
Make a Living with Python

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^[5]

5. Automate the Boring Stuff with
Python

Let’s talk about some boring stuff via python. The book is
for the advanced level reader, where many important things are well
discussed with python. It has a vast discussion on Python
programming where flow control, functions, lists, etc. have come
up. It has also mentioned different working procedures with excel,
pdf, CSV, and many more formats with python. 

Table of Contents

• Part I: Python Programming

• Python Basics
• Flow Control
• Functions
• Lists
• Dictionaries and Structuring Data
• Manipulating Strings

• Part II: Automating Tasks

Pattern Matching with Regular Expressions
Reading and Writing Files Organizing
Files Debugging Web Scraping
Working with Excel Spreadsheets Working with Pdf
and Word Documents Working with CSV File and JSON
Data Keeping Time, Scheduling Tasks, and Launching
Programs Sending Email and Text Messages
Manipulating Images Controlling the Keyboard and
Mouse with GUI Automation

Download
Pdf^[6]

6. Core Python Applications
Programming

This is one of the best books for python programming. The
book presents the whole book in three parts where in the first
part, all the generals related to programming are discussed. In the
second part, the book teaches about web development, and finally,
different experiments and supplements are given nicely. Within
these, many important topics like GUI programming, multi-thread
programming, network programming, Cloud computing, etc. came up.
After finishing the book, you will agree with it as the best python
book.

Table of Contents

• General Application Topics

• Regular Expressions
• Network Programming’
• Internet Client Programming
• Multithreaded Programming
• GUI Programming
• Database Programming
• Programming Microsoft Office
• Extending Python

• Web Development

• Web Clients and Servers
• Web Programming: CGI and WSGI
• Web Frameworks: Django
• Cloud Computing: Google App Engine
• Web Services

• Experimental/ Supplemental

Text Processing Miscellaneous 

Download
Pdf^[7]

7. Hands-on Python Tutorial

This book is a good guideline for python learners. The
book, mainly in broad head, discusses the beginning of the
language, different types of methods, the control, and its flow,
dynamics of webpages. Within these discussions, there are important
and interesting topics like integer arithmetic, graphics, mad libs
revisited, etc. The book highlights different objects for learning
python and some important methods. 

Table of Contents

• Beginning with Python

The Python Interpreter and Idle, Part I
Whirlwind Introduction to Types and Functions
Integer Arithmetic Strings Part I
Variables and Assignment Many more

• Objects and Methods

Strings Part III More Classes and Methods
Mad Libs Revisited Graphics
Files

• More Flow of Control

If Statements Loops and Tuples
While Statements Arbitrary Types Treated as
Boolean Further Topics to Consider 

• Dynamic Web Pages

Overview Webpage Basics Composing
Web Pages in Python CGI Dynamic Web Pages

Download Pdf
^[8]

8. Intermediate Python

This book discusses a bit advance level of python, and you
can consider it as the best book to learn python. The book teaches
you how to debug and different generators. You will be introduced
to different decorators and Ternary operations. You will have to
start reading this book with basic knowledge of programming with
python as the book is a bit advanced, and there is no introduction
to the language. Even though the book is a masterpiece in teaching
programming. 

Table of Contents

• *args and *kwargs
• Debugging 
• Generators
• Map, Filter and Reduce
• Set Data Structure
• Ternary Operators
• Decorators
• Global & Return
• Mutation
• Enumerate
• Lambdas
• One-liners
• For/else
• Python C Extensions
• Open Function
• Targeting Python 2+3Function Caching
• Coroutines
• Function Catching
• Context managers

Download
Pdf^[9]

9. Learn Python in 7 Days

Who does not want to learn within a short time? Here is
the book that teaches you Python with a duration of 7 days! The
book is nicely organized and shows you different steps of learning
python. Firstly the book tells you about why to learn python in the
data lotion process and some basic parts. You can learn the
variables and operators in the next chapter. And then, you can go
deeper with details explanations of each topic in different
chapters like strings, dictionary, loops, etc.

Table of Contents

• Getting Started with Python
• Type Variables and Operators
• Strings
• Lists
• Dictionary
• Control Statements and Loops
• Function and Scope Variable
• Modules and Packages
• File Handling and Exceptions
• Collections
• Class and Objects

Download
Pdf^[10]

10. Learning Python: Learn to
Code

This is a good door book to enter the python. This book
will teach you about what are the drawbacks, who are the Python
users these days, the process of setting environments, etc. The
organization and execution model of python is elaborately discussed
in the book. Data building and decision making is another important
discussion in the book. You can come to know about different
developments that are test-driven. We recommend this book as the
best python book.

Table of Contents

• Introduction and First Steps- Take a Deep
  Breath
• Built-in Data Types
• Iterating and Making Decisions
• Functions, the Building Blocks of Codes
• Saving Time and Memory
• Advanced Concepts- OOP, Decorators, and
  Iterators
• Testing, Profiling, ad Dealing with
  Exceptions
• The edges- GUI and Scripts
• Data Science
• Web Development Done Right
• Debugging and Troubleshooting
• Summing Up- A Complete Example

Download
Pdf^[11]

11. Learning Python

This is an O’Reilly publication of the best python book.
The book starts with different questions that may arise in
someone’s mind regarding python. However, the session also contains
answers to those questions. Then the book shifts to teach the types
of python and different operations^[12]. The book
chronologically discusses some more important things like
Statements and Syntax, Functions, Modules, Classes and OOP, and
Advanced Topics in detail. 

Table of Contents

• A Python Q&A Session
• How Python Runs Programs
• How You Run Programs
• Introducing Python Object Types
• Numeric Types
• The Dynamic Typing Interlude
• Strings
• Lists and Dictionaries
• Tuples, Files, and Everything Else
• Introducing Python Statements
• Assignments, Expressions, and Prints
• If tests and Syntax Rules
• While and for loops
• Interactions and Comprehensions, Part I
• The Documentation Interlude
• Function Basics
• Scopes 
• Arguments
• Advance function Topics
• Iterations and Comprehensions, Part 2
• Modules: The Big Picture
• Module Coding Basics

Download
Pdf^[13]

12. Python 3 for Absolute
Beginners

Python 3 book is one of the best python books for
beginners. The book firstly introduces the concept of python to the
reader. You will come to know about the design process of different
software. Like other books of programming with python, this best
Python book also gives all the descriptions of basic topics related
to Python like lists, functions, classes. There are some exceptions
in python programming, which are also mentioned with due importance
in a chapter.

Table of Contents

• Introducing Python
• Designing Software
• Variables and Data Types
• Making Choices
• Using Lists
• Functions
• Working with Text
• Executable Files, Organization, and Python on the
  Web
• Classes
• Exceptions
• Reusing Code with Modules and Packages
• Simple Windowed Applications

Download Pdf
^[14]

13. Learning to Program Using
Python

Cody Jackson has written a nice book on python in a very
innovative way. You can consider it as the best book for Python
Programming. Like the other books of Python, this book contains
almost all things like Lists, Dictionaries, Statements, etc.
related to Python. The book also discusses the elaborately GUI
where you can know what wxPython does, and overview of GUI.
Different exceptions, databases, Python 3, etc are also the main
discussion points here. 

Table of Contents

• Why Python?
• How is Python Different?
• Comparison of Programming Languages
• The Python Interpreter
• Types and Operators
• Strings 
• Lists
• Dictionaries
• Tuples
• Files
• Statements
• Documenting Your Code
• Making a Program
• Exceptions
• Object-Oriented Programming 
• More OOP
• Databases
• Distributing Your Program
• Python 3
• Overview of Graphical User Interfaces
• A Simple Graphical Dice Roller
• What Can wxPython Do

Download
Pdf^[15]

14. Making Games with Python &
Pygame

The book is an intermediate level programming book on
python. The book discusses different games, how to play them, what
the codes are in the game, and more information, which will help
you to make a game alike. If you are planning to read the book,
then you must know basic Python programming and must know variables
and loops at least. Slide Puzzle, Simulate, Star Pusher are some
important games discussed here. So, having basic knowledge about
programming is a must to get the message of this book.

Table of Contents

• Installing Python and Pygame
• Pygame Basics
• Memory Puzzle
• Slide Puzzle
• Simulate
• Wormy
• Tetromino
• Squirrel Eat Squirrel
• Star Pusher
• Four Extra Games
• Glossary

Download
Pdf^[16]

15. Easy Python Programming for
Beginners

All the learners search the best book for Python
programming learning. Yes, this is a recommended book for them,
which can be considered as the best book to learn python
programming. You firstly will get an overview of python and the
installation process in different operating systems like windows,
mac, and Linux. Then you will come to know about different
important portions of programming like Numbers, variables, strings,
lists, etc. 

Table of Contents

• What is Python?
• Installing Python
• Introduction of Programming with Python
• Using Python as a Calculator
• Control Flow Tools
• Loops
• Defining Functions
• Recap

Download
Pdf^[17]

16. Python for Computational Science
and Engineering

Python for Computational Science and Engineering is a book
that teaches you about computational modeling. You can learn
different input and output systems. Like other books of Python, it
introduces and teaches different important elements of python like
control flow, functions, modules, python shells, numerical
computation, etc. It is a complete book that also covers
visualizing data and direction where to go after leaning all
these.

Table of Contents

• Computational Modelling
• A Powerful Calculator
• Data Types and Data Structures
• Introspection
• Input and Output
• Control Flow
• Functions and Modules
• Functional Tools
• Common Tasks
• From Matlab to Python
• Python Shells
• Symbol Computation
• Numerical Computation
• Numerical Python (NumPy): arrays
• Visualizing Data
• Numerical Methods Using Python (Spicy)
• Where to go from here?

Download
Pdf^[18]

17. Python for Everyone

Before going to learn to program, we should convince
yourself that why we should learn to program. You will get the
answer to this question in this book. You can find different
glossaries, debugging, words, and sentences to get the answer to
this question. Then you will gradually come to know all the
necessary and basic elements related to python. Finally, you will
come to know about the Visualization process of
programming.

Table of Contents

• Why should you Learn to Write Programs?
• Variables, Expressions, and Statements
• Conditional Execution
• Functions
• Iteration
• Strings
• Files
• Lists
• Dictionaries
• Tuples
• Regular Expressions
• Networked Programs
• Using Web Services
• Object-Oriented Programming
• Using Databases and SQL
• Visualizing Data

Download
Pdf^[19]

18. Python Tutorial

The book comes with different tools orientation that helps
to learn and utilize python properly. All other things, like
modules, data structures, classes, are discussed in an excellent
and detailed way. There is a vast glossary in the end of the book
that helps the readers to understand and find any terminology easy.
You can get a good idea and understanding of the standard Python
library^[20] in two different
parts. 

Table of Contents

• Whetting your Appetite
• Using the Python Interpreter
• An Informal Introduction it Python
• More Control Flow Tools
• Data Structures
• Modules
• Input and Output
• Errors and Exceptions
• Classes
• Brief Top out of the Standard Library- Part I
• Brief Tour of the Standard Library- Part II
• Virtual Environment and Packages
• What Now?
• Interactive Input Editing and History
  Substitution
• Floating-Point Arithmetic: Issues and
  Limitations

Download
Pdf^[21]

19. The Quick Python Books

Like any other best python book for beginners, this book
also discusses all important and essential topics related to
learning python. Besides, the book provides some advanced features
of the language. If you want to switch from Python 2 to Python 3,
then you can justify your decision and learn the ways and means to
fulfill your decision. The book covers all the basics, starting
from Lists to the Graphical User Interface with python.

Table of Contents

• Starting Out

• About Python
• Getting Started
• The Quick Python Overview

• The Essentials 

• The Absolute Basics
• Lists, Tuples, and Sets
• Strings
• Dictionaries
• Control Flow
• Functions
• Modules and Scoping Rules
• Python Programs
• Using the Filesystem
• Reading and Writing Files
• Exceptions
• Classes and Object-Oriented Programming
• Graphical User Interface

• Advanced Language Features

• Regular Expressions
• Packages
• Data Types as Objects
• Advanced Object-Oriented Features

• Where Can You Go from Here?

Testing Your Code Made Easy Mobbing from Python
2 to Python 3 Using Python Libraries
Network, Web, and Database Programming

Download
Pdf^[22]

20. Think Python

Think Python is, in some cases, similar to other python
books but a bit different in the teaching system. Unlike other
books of Python, the book has different case studies to make the
topic more understanding to the readers. These cases are within the
basic studies like Iteration, Strings, Lists, Dictionaries, Tuples,
etc. This best python book puts some more and exceptional spice by
providing case studies besides the regular topics essential to
learn Python.

Table of Contents

• The Way of the Program
• Variables, Expressions, and Statements
• Functions 
• Case Study: Interface Design
• Conditionals and Recursion
• Fruitful Functions
• Iteration
• Strings
• Case Study: Word Play
• Lists
• Dictionaries
• Tuples
• Case Study: Data Structure Selection
• Files
• Classes and Objects
• Classes and Functions
• Classes and Methods
• Inheritance
• Case Study: Tkinter

Download
Pdf^[23]

Final Words

Python is another dominating name in the field of
programming. Many programmers are using this language to make the
world much better in innovative and easy ways. To bring you up on
this track, we have so far discussed different books on python. We
hope you can find the best Python book for you from these books. We
are hopeful that you will get the proper guidelines that you need
to learn Python after reading these books.

Finally, we are ready to accept any suggestions provided
by you. Please put your valuable suggestions by commenting below.
We also hope you will share our efforts with others so that people
can easily get the best Python book.