Top 10 Python Books for Beginners & Advanced Programmers
Among many programming languages, Python is the right choice to build your career path. As per the research, Python has ranked as the world's 1st popular programming language among the professionals of software developers. Furthermore, there are around 8.2 million Python Developers required by many industries, and by the latest survey, there are more than 6000 vacancies for Python developers in India. The medium salary offered for Python developers in India is ₹309,161 per annum and in the USA it is $108,598 per year.
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Python is a popular and top programming language in various industries, including IT sectors. Besides this, Python is a high-level programming language used for Software Development, Web Development, Mobile App Development, Data Science, Machine Learning, and Game Development.
Many non-programmers, such as accountants and Scientists, have chosen Python for their daily tasks. Additionally, for those who have completed their Python course, these books will aid in the development of your Python skills.
To learn more about Python, we compiled the best Python books for beginners and advanced programmers. And the best Python books for beginners will help you to enhance your learning ability and also you can understand better by the theoretical content. There are many python tutorial books for beginners that provide a better understanding of the Python programming language and its algorithms. In this blog, we suggest the best Python programming books for readers who are new to both programming and Python.
Best Books To Learn Python For Beginners
Python Crash Course
Python "Crash Course" is written by Eric Matthews. The book is divided into two sections. The first section of the book covers programs and ideas like dictionaries, lists, and loops. The second section of this book covers Python practical applications. It is the best python programming book for beginners because you can learn practical applications of Python.
To Read this Book
This Practical applications of Python gives the better understanding by presenting three different projects:
- A Space Invaders–inspired arcade game
- Data visualizations using Python libraries, and Basic web app.
"Crash Course" gives a comprehensive introduction to beginners and provides a better understanding of the Python Language and programs. This book will teach you how to use all of Python's libraries, including Django, Matplotlib, Pygame, and Plotly. You can also learn about Dictionaries, User Input, Loops, Functions, Classes, Testing Your Code, Generating Data, Downloading Data, Working with APIs, and many more processes. It is highly suggested as the best book for Python programming for beginners. You can also able to assess:
- How to use Python libraries and tools that include Matplotlib, Django, etc.
- Create 2D games that respond to keystrokes and mouse clicks and how they increase the difficulty
- To create interactive visuals based on data
- Create and design web apps and how to deploy them safely online
- solving your programming problems and errors
After having read the reviews, the book is easy to understand and it gives a proper explanation of the technical pattern of Python. But it can be suggested for beginners.
Head-First Python: A Brain-Friendly Guide
‘Head-First Python’ by Paul Barry is a second edition book for beginners. He also wrote well-known programming books, such as Programming the Network with Perl, Head First Programming, and Head First Python. The 'Head-First Python' book is popular among Python programmers because of its readability and brain-friendly nature.
To Read this Book
This book helps in gaining the fundamentals of Python programming and data structures. Furthermore, you can learn database management, built-in functions, exception handling, web application, and data wrangling. Additionally, it provides a brainstorming visual format rather than a text-based approach for the learners. 'Head-First Python provides a multi learning experience that will assist you in becoming a true Python coder, with topics such as Modules of function, comprehensions, context managers, and Building code with data.
Based on the reviews, this book would be a good start for beginners with Python basics but it is stated that it is so hard to abstract out the fundamentals.
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Python Programming: An Introduction to Computer Science (3rd Edition)
It is one of the best Python programming language books for beginners. This book briefly explains the basic concepts of computer science and provides a comprehensive understanding of designing, programming, and problem-solving.
To Read this Book
Through this book, you can understand the computer and its programs. Some important aspects are:
- You can understand the role of HardWare and software in the computing system
- You will learn techniques, forms, and functions of programming languages.
- You can understand the basic design of a modern computer
- You will begin learning Python Programming language and chaotic systems and their implications.
According to the review, it is said that this book is the best for learning computer programming using the Python language. But it has an issue with graphical representation.
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Automate The Boring Stuff With Python, 2nd Edition: Practical Programming For Total Beginners
It is one of the best international Python books written by AI Sweigart. In this book, you can learn how to program quickly and efficiently in Python. You can also learn the basics of Python and its library modules for performing tasks like scraping data from websites, automating clicking and typing tasks. The best book to learn Python for beginners will help to learn all the structure and libraries of Python programming.
To Read this Book
From this book, you can learn how the basics of programming take place.
- You can learn how thousands of files are moving, renaming, and organizing into folders.
- Filling out online forms without typing required
- With the help of computer text, you can make custom notifications.
- you can check your email and able to send pre-written responses
- When a website updates, you can download files or copy text from it.
As per the reviews, It is an interesting book for learning as it covers a wide range of topics from Python language to automating tasks using Python.
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Learn Python the Hard Way:3rd Edition
Zed Shaw is the author of Learn Python the Hard Way. This book claims how Python has become the most powerful and popular programming language for Python developers. In this book, you can learn 52 brilliantly crafted exercises that include mathematics, parameters, Unpacking, Loops and list, Automated testing, Web Game, variables, strings, data structures, Object-Oriented Programming, and many more. Learn Python the Hard Way starts with assisting how to install a comprehensive Python environment, and by the end of the book, you'll be ready to begin programming.
To Read this Book
This book is primarily used by beginners, junior developers, and other experienced professionals to enhance their skills before starting a project as a brush-up. The book requires you to learn by doing real coding exercises and solving difficulties to better comprehend the problems. Furthermore, you can learn how to break, fix, and debug your code as professional programmers use. Through this book, you learn Python practically so that you can understand how to avoid and find common mistakes in coding.
After having read the review, it is commonly stated that the content of the book is not upto the level of expectation but it is helpful for the beginners who want to learn Python programming and coding.
A Byte of Python
‘A Byte of Python’ by C.H. Swaroop is the best book on Python programming. This book guides beginners to have a better understanding of the python programming language. The book assists you to learn older versions as well discuss the python 3 version. It is the best book to learn Python because it gives a better understanding of Python programming.
To Read this Book
The availability of this book is above 25 languages including French, Chinese, German, Swedish, Spanish, Ukrainian, Russian, Portuguese, Korean, and Turkish. You can also learn this book for free and the link is given below for download.
From this book you can learn features of Python, installing Python, Executable python programming, the basics of Literal Constants, Strings, Variables, Operator and expression, Function, modules, Data structure, Problem Solving (Writing a Python Script), The Software Development Process, Object-Oriented Programming, Input/Output, Handling Exceptions, the Python Standard Library, Lambda Forms, and Graphical Software, etc.
These are the few topics and concepts that the book covers. After reading this book you will get a comprehensive understanding of the Python programming language. You can download the book from here.
By the reviewers, "A Byte of Python" is the perfect guide for beginners with python and a very good guide for both brand-new programmers and new python programmers.
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These are the best Python books for the beginners and now we shall see the books that are available for Intermediates and experts.
Best Python Books for Intermediates and Experts
Python Cookbook: Recipes for Mastering Python 3
‘Python Cookbook’ is written by David Beazley and Brian K. Jones. This book helps you to master programming skills in Python. The book has a complete approach to modern tools and contains recipes on topics such as Data Structures, Algorithms, Iterators and Generators, Data Encoding and Processing, Testing, Debugging, and Exceptions, C Extensions, a large number of application domains, Functions, Concurrency, and many more. In the Python Cookbook, you can learn to program in Python 3 or update your knowledge on Python 2.
To Read this Book
This best Python book for experienced programmers assists you to learn structures and algorithms of Python programming.
As I understand by the reviews, the book provides a complete resource for intermediate and advanced learners in the python programming language.
Introduction to Machine Learning with Python: A Guide for Data Scientists
This book is by Sarah Guido and Andreas C. Mulle. In this book, you can learn the fundamentals of Machine Learning as well as the advantages and disadvantages of various machine learning algorithms. This book mainly deals with the model evaluation, data processing, pipelines, etc. Through this book, you can understand how to use the Python programming language to build your machine learning solutions and the Scikit-learn library. Overall, the book provides suggestions to improve your data science skills. There are many Python books for intermediate but this would help you understand the fundamentals of Machine Learning algorithms.
To Read this Book
Through this book, you can learn the basics concepts such as:
- You can understand applications of machine learning
- Advantages and defect machine learning algorithms
- Advanced methods of model evaluation and parameter tuning
- You can understand the concept of pipelines for chaining models
- How to work with text data, text-specific processing techniques
- Tips to improve your machine learning and data science skills
As mentioned in the reviews, this book is easy to understand machine learning. But to learn theories and mathematics we need to refer to other advanced books of Python.
Fluent Python: Clear, Concise, and Effective Programming (1st Edition)
Fluent Python by Luciano Ramalho covers the Python data model, data structures, functions, Metaprogramming, Object-oriented idioms, Control flow, etc. This book pays one's way for advanced Python programmers to learn about Python 3 and how to become proficient in the Python programming language. Using this book, you can understand complete Python libraries to make your code faster, shorter, and readable.
To Read this Book
By the reviewers, it is stated that it is helpful for advanced and intermediate programmers. But it has a narrow explanation of Python programming with NumPy and scikit-learn without teaching the features of libraries.
Programming Python: Powerful Object-Oriented Programming (4th Edition)
Mark Lutz's Programming Python is an excellent book for programmers who have mastered the principles of Python programming and are ready to apply their knowledge to real-world problems. It is the best book to learn Python because it gives comprehensive learning to the reader.
To Read this Book
Programming Python provides in-depth programming knowledge of application domains such as system administration, databases, GUI, networking, text processing, front-end scripting layers, web applications, etc. All these concepts are explained briefly for a better understanding of programmers. For the advanced programmer, the book briefly discusses the commonly used tools, language syntax, programming approaches, and the language as a software development tool. This best python book for experienced programmers will help to assess advanced programming and provide better understanding of applications in Python programming.
After having read the review, it is commonly stated that the book is good at the content and useful for advanced Python programmers.
These are useful books to learn Python for advanced learners and helps to acquire knowledge of Python and function in programming Python knowledge. It is a highly recommended best python book for beginners to advanced learners.
Though we have many books to learn Python, we want practical knowledge for better understanding of Python programming. So you can join the Python certification course to enter into the IT and software industry.
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By now, you would have understood the importance of Python and how Python is used in all sectors. So these best Python books for beginners can help you enhance your knowledge and provide wider career opportunities on a global platform. These books will undoubtedly assist you in brushing up on your programming skills, whether you are a novice or an advanced programmer. Students who want to enter into the Python hiring companies can refer to the python interview questions and answers to get hired in Multinational Companies. Furthermore, if you need the right guidance then you can take up Python coaching for better exposure in your career path. We have a Python Course in Delhi at FITA Academy which prepares the individual to face the challenges on the job with practical knowledge.