Hello everyone, the editor is here to answer the following questions for you. Girls, are there any recommended books for beginners to learn python? Girls, are there any recommended books for beginners to learn python? Zhihu, let us take a look today!
Source code download: Source code related to this article
With the recent rise in popularity of Python, the number of people learning it is also increasing. Because of the advantages of Python, which is short, easy to learn, and has beautiful language, many people are attracted to learn it. If beginners want to get started, they must first have a certain understanding of Python through reading and learning a lot of theoretical knowledge. Is it possible to self-study Python ? Here the editor recommends some must-read books for beginners to get started with Python.
1. "Python Basics Tutorial: Getting Started to Practice"
"Python Basics Tutorial" is a classic Python introductory tutorial book. This book has distinct levels and rigorous structure. Especially in the last few chapters, the author applies the previous content to the project and introduces the development of the project in the form of a template. 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 helps Python programmers improve their skills. Even technical experts in Python can find refreshing content in the book.
2. "Python Basics Tutorial 2nd Edition"
This book is a brand new revision of the classic tutorial. The author has completely rewritten the content of the book based on the changes in Python 3.0 version. If you don’t have any programming foundation, then you’d better read the first book "Python Programming: Getting Started" 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 highlight of this book. They are not only practical but also well explained. The author Magnus Lie Hetland is an associate professor at the Norwegian University of Science and Technology and a hacker. He likes to delve into cutting-edge programming languages and has written Many Python books and online tutorials are very popular among readers.
3. "Fluent Python"
The best advanced Python book in 2017. This book is written by Luciano Ramalho, who has been working on the front line of Python development for nearly 20 years. Victor Stinner, Alex Martelli and other Python masters serve as 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 to language traps in Python that you cannot understand without hands-on practice, and teach you to write authentic Python code.
4、《Python Cookbook》
This book introduces some techniques 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 relatively heavy, so you can keep it handy and read it when you have nothing to do. There are many experiences 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 at the back is also very practical and introduces detailed cases of using Python for data mining. Both data and code can be downloaded. , extremely practical.
6. "Collective Intelligence Programming"
is a book with the theme background of machine learning and computational statistics. It specifically describes 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 that complex algorithms are used to obtain, collect and analyze user data and feedback information from Web websites in order to create new user value and business value.
7. "Learning Python the "Stupid Way" (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, covering 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 a coding exercise, following the instructions to write the code, running it 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. "Think Python Like a Computer Scientist"
This book is more about cultivating readers to understand Python language programming in the way of thinking of a computer scientist. The main theme 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. There are exercises at the end of each chapter to help readers deepen their understanding of the programming concepts they just learned. Moreover, the sample codes in this book are maintained in the GitHub repository, making it easy for readers to download and modify them.
9. "Fall in Love with Python and Master Python Programming in One Day"
This book breaks down complex programming concepts into simple steps. The author carefully selects distinctive examples through many years of teaching experience and teaches them step by step. This book chooses Python 3.4.2 as the learning platform to streamline the seemingly lengthy programming learning, making the book "very thin" and making learning easier. Taught with the concept of "learn it once you learn it", what is Python? What software is needed? How to use the corresponding module? Beginners with no programming experience can easily learn Python programming.
10. "More Python Programming for the Absolute Beginner"
learns Python by making a series of mini-games. By the time you finish reading this book, you will be basically proficient in Python and be able to apply the basic programming principles you have learned to your application. The next programming language you want to learn. The projects at the end of each chapter 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 will definitely be no problem. Of course, it is not enough for students to learn python just by reading books. It is more important to start from the actual application scenarios.
I have organized and packaged the electronic versions of the above books. If necessary, you can scan the QR code on WeChat to get it 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 Python all-direction route is to organize the commonly used technical points of Python to form a summary of knowledge points in various fields. Its usefulness is 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 his job well, 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 beginners. With these videos, you can easily get started with Python~
4. Python exercises
After each video lesson, there are corresponding exercises to test your learning results haha!
5. Python practical cases
Optical theory is useless. You must learn to type code along with it and practice it in order to apply what you have learned into practice. At this time, you can learn from some practical cases. This information is also included~
6. Python interview materials
After we learn Python, we can go out and find a job if we have the skills! The following interview questions are all from first-tier Internet companies such as Alibaba, Tencent, Byte, etc., and Alibaba bosses have given authoritative answers. I believe everyone can find a satisfactory job after reviewing this set of interview materials.
7. Data collection
The complete set of Python learning materials mentioned above has been uploaded to CSDN official. Friends who need it can scan the CSDN official certification QR code below on WeChat and enter "receive materials" to get it for free! !