With the recent rise in the popularity of Python, the number of people learning is also increasing, and because of the advantages of short, easy to learn, and beautiful language, Python has attracted many people to learn it. If beginners want to get started, they must first read and learn a lot of theoretical knowledge to have a certain understanding of Python. Here, the editor recommends some must-read books for beginners to get started with python.
1. "Python Basic Tutorial: Getting Started to Practice"
"Python Basic Tutorial" is a classic Python introductory tutorial book. The process teaches Python development step by step, allowing readers to appreciate the true charm of Python from the project. This book is not only suitable for beginners to lay a solid foundation, but also can help Python programmers improve their skills. Even technical experts in Python can find refreshing content from the book.
2. "Python Basic Course 2nd Edition"
This book is a brand-new revision of the classic tutorial. The author has completely rewritten the content of the book according to the various changes in Python 3.0. If you do not have any programming foundation, then you'd better read the first book "Python Programming: Beginner's Guide". Go to Practice" to start learning, and then choose this as your second Python book. It is worth mentioning that the 10 projects in the last few chapters of the book are the biggest highlights of this book. They are not only practical but also well explained. The author, Magnus Lie Hetland, is an associate professor at Norwegian University of Science and Technology. He is a hacker and likes to study cutting-edge programming languages. He has written Many books and online tutorials on Python are very popular among readers.
3. "Smooth Python"
The best advanced Python book in 2017. This book is written by Luciano Ramalho, who has been working in the front line of Python development for nearly 20 years. Victor Stinner, Alex Martelli and other Python masters are the technical reviewers. It analyzes programming details from the language design level, taking into account Python 3 and Python 2, tell you the causes and solutions of language traps in Python that you cannot understand without practicing them yourself, and teach you to write authentic Python code.
4、《Python Cookbook》
This book introduces some skills and methods of Python in various fields, from the most basic characters, file sequences, dictionaries and sorting, to advanced object-oriented programming, database and data persistence, XML processing and Web programming, to High-level and abstract descriptors, decorators, metaclasses, iterators, and generators are all covered. But this book is thick and heavy, so you can read it when you have nothing to do. There are a lot of experience talks in the book, which will inspire you when your thoughts are blocked.
5. "Python Data Analysis and Mining Practice"
The basic part in the front of this book is very detailed and comprehensive. It is a good book for getting started with Python. The Demo in the back is also very close to actual combat, and it introduces a detailed case of using Python for data mining. Both data and code can be downloaded. , has great practicability.
6. "Collective Intelligence Programming"
This book takes machine learning and computing statistics as the theme background, and specifically tells how to mine and analyze data and resources on the Web, how to analyze user experience, marketing, personal taste and many other information, and draw useful conclusions. The conclusion is to obtain, collect and analyze user data and feedback information from Web sites through complex algorithms in order to create new user value and business value.
7. "The Stupid Way to Learn Python (3rd Edition)"
is an introductory book on Python, suitable for readers who don't know much about computers and have never learned programming, but are interested in programming. The structure of this book is very simple, which covers the three topics of input/output, variables and functions, as well as some more advanced topics. The format of each chapter is basically the same, starting with code exercises, following the instructions to write the code, running and checking the results, and then doing additional exercises. This book guides readers to learn programming step by step in the form of exercises, from simple printing to the realization of a complete project, allowing beginners to start with basic programming techniques and finally experience the basic process of software development.
8. "Thinking Python Like a Computer Scientist"
This book is more about cultivating readers to understand Python language programming in the way of thinking of computer scientists. The main body throughout the book is how to think, design, and develop. Starting from basic programming concepts, readers are guided step by step to understand the Python language, and then gradually master advanced concepts such as functions, recursion, data structures, and object-oriented design. Each chapter is followed by exercises that help readers deepen their understanding of newly learned programming concepts. Moreover, the sample codes in this book are maintained in the GitHub warehouse, and readers can easily download and modify them.
9. "Falling in love with Python and proficient in Python programming in one day"
This book breaks down complex programming concepts into simple steps. The author carefully selects characteristic examples through years of teaching experience, and teaches them hand in hand. This book chooses Python 3.4.2 as the learning platform, simplifies the seemingly lengthy programming learning, makes the book "read very thin", and makes learning easier. Taught with the concept of "learn it as soon as you learn it", what is Python? What software do I need? How to use the corresponding module? Make it easy for beginners who have no programming experience to learn Python programming.
10. "More Python Programming for the Absolute Beginner"
learns Python through the production of a series of small games. When you finish reading this book, you are basically proficient in Python and can apply the basic programming principles you have learned to your In the next programming language you want to learn. The end-of-chapter projects are game-based, making programming fun and accessible.
These books are very suitable for beginners to get started with python and gradually learn in depth. After reading these books, your knowledge reserve is absolutely no problem. Of course, it is not enough for students to learn python just by reading books, and more importantly, start from the actual application scenario.
I have organized and packaged the electronic versions of the above books. If you need them, you can scan the QR code on WeChat to get them for free. There are more python learning materials waiting for you~
Introduction to zero-based Python learning resources
1. Learning routes in all directions of Python
The route of all directions in Python is to organize the commonly used technical points of Python to form a summary of knowledge points in various fields. Its usefulness lies in that you can find corresponding learning resources according to the above knowledge points to ensure that you learn more comprehensively.
2. Python learning software
If a worker wants to do a good job, he must first sharpen his tools. The commonly used development software for learning Python is here!
3. Python introductory learning video
There are also many learning videos suitable for getting started with 0 basics. With these videos, you can easily get started with Python~
4. Python exercises
After each video lesson, there are corresponding practice questions, you can test the learning results haha!
Five, Python actual combat case
Optical theory is useless. You have to learn to type codes along with it, and then you can apply what you have learned in practice. At this time, you can learn from some practical cases. This information is also included~
6. Python interview materials
After we have learned Python, we can go out and find a job with the skills! The following interview questions are all from top Internet companies such as Ali, Tencent, Byte, etc., and some Ali bosses have given authoritative answers. After reading this set of interview materials, I believe everyone can find a satisfactory job.
7. Information collection
The above-mentioned full version of the full set of learning materials for Python has been uploaded to the CSDN official website. Those who need it can scan the QR code of the CSDN official certification below on WeChat and enter "receive materials" to receive it for free! !