1.Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
About this book: Python Crash Course is a bestselling guide to the Python programming language, with over 1,500,000 copies sold to date. It provides a thorough introduction to basic programming concepts, such as variables, lists, classes, and loops, and teaches how to write clean code with exercises for each topic. The book also covers creating interactive programs, testing code safely, creating Space Invaders-inspired arcade games, building data visualizations with Python’s libraries, and deploying applications online. It covers using powerful Python libraries and tools, creating complex 2D games, generating interactive data visualizations, building apps, and troubleshooting coding errors. The third edition is revised to reflect the latest in Python code, including VS Code for text editing, pathlib for file handling, pytest for testing, and the latest features of Matplotlib, Plotly, and Django.
Rated 4.4 on Goodreads.
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2.Fluent Python: Clear, Concise, and Effective Programming
About this book: This updated guide by Luciano Ramalho teaches how to write effective Python 3 code by leveraging its best ideas. It covers data structures, functions as objects, object-oriented idioms, control flow, and metaprogramming. The book includes five parts, each working as five short books. It covers data structures like sequences, dicts, sets, Unicode, and data classes, functions as objects, object-oriented idioms like composition, inheritance, mixins, interfaces, operator overloading, protocols, and more static types, control flow like context managers, generators, coroutines, async/await, and thread/process pools, and metaprogramming hooks.
Rated 4.6 on Goodreads.
You can purchase this on Amazon.com .
3.Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter
About this book: This book is great if you want to get into data analysis using python. This handbook, updated for Python 3.10 and pandas 1.4, provides a comprehensive guide to manipulating, processing, cleaning, and crunching datasets in Python. It includes practical case studies and the latest versions of pandas, NumPy, and Jupyter. The book is ideal for analysts new to Python and programmers new to data science and scientific computing. It covers various tools like Jupyter notebook, IPython shell, NumPy, pandas library, matplotlib, pandas groupby, and real-world data analysis problems. Data files and related material are available on GitHub.
Rated 4.2 on Goodreads.
You can purchase this book here.
4.Learning Python, 5th Edition
This hands-on book provides a comprehensive introduction to the core Python language, based on Mark Lutz’s popular training course. It offers an ideal starting point for both beginners and experienced developers. The book includes quizzes, exercises, and illustrations, and covers Python 2.7 and 3.3, as well as other common releases. It covers Python’s built-in object types, syntax model, functions, module organization, class structure, exception-handling model, and advanced Python tools like decorators, descriptors, metaclasses, and Unicode processing
Rated 4.0 Goodreads.
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5.Python QuickStart Guide: The Simplified Beginner’s Guide to Python Programming Using Hands-On Projects and Real-World Applications (QuickStart Guides™ – Technology)
About this book:
Python is a crucial programming language that powers the services of companies like Google, Netflix, Spotify, NASA, IBM, and Intel. It is the in-demand and easy-to-learn programming language that gets things done. In Python QuickStart Guide, senior developer and programmer Robert Oliver presents a practical, hands-on approach to mastering Python fundamentals. This book is perfect for anyone, at any experience level, looking to enhance their career opportunities, job seekers, students, full stack developers, coding or programming bootcamp students, or anyone who wants to explore the world of programming, use Python to automate tedious tasks, or enhance their resume and future-proof their skills.
The book explains the best practical approach to learning Python, including how to use Python for web design and interfacing with GitHub, SQL, and other applications. It also covers object-oriented programming principles, programming essentials, and Python next steps. The book includes practical examples, codesnippets, and a companion Python video game project. It is an excellent resource for anyone looking to learn Python and enhance their skills in the tech industry. This is one of the best Python Books 2024 to master it using small assignments.
Rated 4.5 on Amazon
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6.Introducing Python: Modern Computing in Simple Packages
About this book: This updated edition of Introducing Python is perfect for beginners and experienced programmers. Author Bill Lubanovic covers Python 3 concepts, combining tutorials with code recipes. The book provides a strong foundation in the language, including best practices for testing, debugging, and code reuse. It also covers Python applications in business, science, and arts, using various tools and open source packages.
Rated 4.7 on Amazon.
The book is available on Amazon.
7.Invent Your Own Computer Games with Python, 4th Edition
About this book:
Invent Your Own Computer Games with Python is a comprehensive guide to creating computer games using Python, even for beginners. The book covers classic games like Hangman, Guess the Number, and Tic-Tac-Toe, as well as more advanced games like text-based treasure hunting and animated collision-dodging.
It covers key programming and math concepts, including combining loops, variables, and flow control statements, choosing appropriate data structures, adding graphics and animation, handling keyboard and mouse input, programming simple artificial intelligence, using cryptography, and debugging. The book is compatible with Python 3. This is another book out of the best Python Books 2024 to master it using small assignments.
Rated 4.7 on Amazon.
The book is available on Invent Your Own Computer Games with Python.
8.Python Basics: A Practical Introduction to Python 3
About this book:
Python Basics is a comprehensive guide to Python, covering core concepts in a step-by-step manner. It is designed for beginners, those familiar with basic programming concepts, seasoned developers, and self-starters. The book provides a clear, concise introduction to Python, focusing on practical examples and exercises. It is suitable for those with prior experience in languages like VBA, PowerShell, R, Perl, C, C++, C#, Java, or Swift. For those looking to break into a coding or data-science career, the book provides practical foundations through hands-on examples. The book is also suitable for teaching others how to Python, as it has all the sequencing done for you. Python developers have praised the book, stating that it is easy to understand, breaks down complex concepts into smaller, bite-sized chunks, and is consistently thorough and detailed. The book is a valuable resource for anyone looking to learn Python and become proficient in the language.
Rated 4.6 on Amazon.
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9.Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners
Automate the Boring Stuff with Python, 2nd Edition, is a revised edition that teaches beginners how to write programs that perform tasks like renaming files and updating spreadsheets. It covers Python 3 basics and its modules for specific tasks, including data scraping, form filling, file renaming, and email responses. The book includes a new chapter on input validation, tutorials on automating Gmail and Google Sheets, and tips for updating CSV files. The book includes step-by-step instructions and updated practice projects to help improve programming skills.
Rated 4.3 on Goodreads.
The book is available on Amazon.
10.Python 3: The Comprehensive Guide to Hands-On Python Programming
This 2023 IBPA Benjamin Franklin Award Gold Winner provides a comprehensive guide to master Python, covering core concepts like functions, modularization, and object orientation. It covers data types, GUIs, network programming, debugging, optimization, and more. The guide includes practical code examples, a comprehensive Python 3 handbook, and a standard library for various tasks. It also covers advanced programming techniques, such as GUIs, Django, scientific computing, and connecting to other languages. The comprehensive guide offers practical code examples and consultation for those interested in becoming proficient in Python.
Rated 4.7 on Amazon.
The book can be bought here.