Python from Beginner to Mastery (Annotated Micro-Course Edition)

Name: Python from Beginner to Mastery (Annotated Micro-Course Edition)
ISBN: 9787302605263

前沿科技Tsinghua University Press2022

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Chapters: 22
Series: Software Development Video Lecture Hall
ISBN: 9787302605263

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Summary

Python from Beginner to Mastery (Annotated Micro-Course Edition) is a Python tutorial in Tsinghua University Press's Software Development Video Lecture Hall series, compiled by the Qianyan Technology team. The book has 24 chapters organized into four parts: language fundamentals, advanced development, project applications, and extended projects. Chapters 1 to 7 begin with Python's history, features, and application areas, then cover installing Python and Anaconda, virtual environment management, variables and data types, operators and expressions, statements and program structure, and basic syntax including sequences, lists, tuples, dictionaries, sets, and strings. Chapters 8 to 17 move to advanced topics: regular expressions, functions, classes and object-oriented programming, modules, exception handling and debugging, processes and threads, file operations, database operations, GUI programming, and network programming. Chapters 18 to 23 address three application directions, web development, web scraping, and big data processing, explaining development workflows with tools such as NumPy, Pandas, and Matplotlib and hands-on projects such as Douban book analysis. Chapter 24 is purely online extended content covering interface design, artificial intelligence, game development, automated operations, and API applications. The book uses an O2O teaching model, combining print content with online resources accessed by scanning codes; each chapter includes online support, targeted exercises, and extended cases, and most sample code carries detailed comments. It is suitable for self-study from scratch and as a textbook for university and training courses.

Editor's review

这本书最大的特点是“纸书＋线上”并用：纸质部分系统讲清 Python 从语法到应用的完整链路，扫码还能拿到视频讲解、专项练习、拓展案例和方向性的工具库，对自学的人来说相当于多了半个老师。内容编排上，它先讲环境搭建和基础语法，再进入函数、类、文件、数据库等核心开发技术，最后落到 Web、爬虫、数据分析三个热门方向，并在第 24 章把人工智能、游戏开发、自动化运维等热门项目的完整实现放到线上，避免了纸书越写越厚的尴尬。作者前沿科技是教师与一线开发者的混合团队，书中的示例多来自实际教学与项目，代码注释比较细，跟着敲一遍能跑通。需要提醒的是，全书体量较大、覆盖面广，属于“入门并打好后续方向基础”的定位，想靠一本通读就精通某一方向并不现实，遇到综合项目建议配合线上资源反复练习。总体而言，适合需要一条清晰自学路线、并且喜欢边看视频边动手的初学者。

Who it's for

A good fit for

完全没有编程经验的零基础读者，想系统走一遍 Python 入门路线
在校大学生，需要一本配套课程或自学使用的 Python 教材
培训机构学员，希望有视频、案例和练习配合的配套用书
会其他语言、想快速补齐 Python 语法并了解常用方向的开发者

Not a good fit for

已有多年 Python 经验、希望深入某一专业方向的读者，本书内容偏基础与概览
只想快速查语法手册的读者，本书以教学顺序组织，不适合当工具书快速翻阅
习惯纯阅读、不愿动手敲代码和扫码看视频的读者，收益会明显打折

Reading tips

按章顺序推进，每章先把示例代码亲手敲一遍，再回头对照书中的注释理解思路。
环境搭建阶段建议单独建一个虚拟环境，后续做爬虫、数据分析项目时再按需安装库，避免依赖冲突。
第 18 章之后的三类应用方向不必全做，可结合自己的目标（Web、爬虫或数据分析）选一条深入。
第 24 章的线上项目建议放在最后，作为检验前面语法与工具掌握程度的小结练习。

About the publisher

Tsinghua University Press China · Founded in 1980

Founded in 1980, Tsinghua University Press has 57 titles in our collection, covering popular science, medicine, health, law, philosophy and social sciences. Representative works include medical popular-science books such as Cancer Truth: Doctors Are Reading It Too and New Knowledge on Cancer by Bo Luo (Li Zhizhong), legal titles such as Sunshine Is the Best Preservative: Express Delivery of Major Global Anti-Corruption Cases, and works like Qi Ge's A Brief History of Philosophy with Big Ideas and Liu Yunhao's From the Internet to a New Industrial Revolution. Its authors include science writers, medical researchers, the Renmin University of China anti-corruption master's class and university scholars, reflecting a publishing profile that balances academic seriousness with accessible reading. As public information is limited, this profile is based only on the titles in our collection.

Chapter 1 Python Development Environment (Getting to Know Python, Installing Python, Anaconda and Virtual Environments)
Chapter 2 Variables and Data Types
Chapter 3 Operators and Expressions
Chapter 4 Statements and Program Structure
Chapter 5 Sequences, Lists, and Tuples
Chapter 6 Dictionaries and Sets
Chapter 7 Strings
Chapter 8 Regular Expressions
Chapter 9 Functions
Chapter 10 Classes and Object-Oriented Programming
Chapter 11 Modules
Chapter 12 Exception Handling and Debugging
Chapter 13 Processes and Threads
Chapter 14 File Operations
Chapter 15 Database Operations
Chapter 16 GUI Programming
Chapter 17 Network Programming
Chapter 18-20 Web Development Technologies and Projects
Chapter 21 Project Practice: Web Scraping
Chapter 22 Data Processing (NumPy, Pandas, Matplotlib)
Chapter 23 Project Practice: Big Data Analysis (Including the Douban Book Analysis Case)
Chapter 24 Extended Project Online Development (Interface Design, Artificial Intelligence, Game Development, Automated Operations, API Applications)

FAQ

这本书适合零基础自学吗？

适合。全书从安装 Python 和 Anaconda、认识变量与数据类型讲起，语法循序渐进，并配有扫码在线视频、专项练习和带注释的示例代码，零基础读者可以按章节顺序自学，不会一开始就被环境配置和抽象概念卡住。

这本书和明日科技“Python从入门到精通”是同一本吗？

不是。明日科技也有同名系列图书，而微课精编版的作者是前沿科技，出版社为清华大学出版社，ISBN 为 9787302605263，出版于 2022 年 11 月，属于“软件开发视频大讲堂”丛书。选购时请以 ISBN 和作者核对。

书里的视频和源码怎么获取？

本书采用 O2O 模式，纸质内容之外，各章配有在线支持，读者可用手机微信扫描书中对应位置的二维码，进入视频讲解、拓展知识、专项练习和更多案例等资源；具体获取方式与资源清单以书中印制的说明为准。

第24章为什么是线上内容？

第 24 章“扩展项目在线开发”为纯线上章节，涉及界面设计、人工智能、游戏开发、自动化运维和 API 应用等方向的完整项目。放在线上既便于更新项目与依赖版本，也让纸质书不至于过度膨胀，读者需联网访问相应资源进行学习。

需要提前学数学或算法吗？

不需要。本书以 Python 语言基础与常用应用方向为主，语法和项目部分都不依赖高等数学或算法基础；只有在数据处理章节涉及少量矩阵与统计概念时，会随用随讲，跟着示例操作即可理解。

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About the author

前沿科技 Author

Qianyan Keji (Frontier Technology) is a collective author name used by a writing team. Public information about it is limited, and the individual members, academic backgrounds, and organizational affiliation of the team are not clearly documented. Judging from the two works listed in the catalog, the team focuses on making front-end and web development technologies accessible for teaching. Its subjects center on practical technology stacks such as JavaScript, jQuery, and Bootstrap. Mastering JavaScript + jQuery belongs to the "Designer Mastery Series" and is aimed at design and development readers who want to systematically learn how to apply script libraries. jQuery + Bootstrap Web Development Case Tutorial: Online Training Edition organizes its content around cases combined with online practice, emphasizing hands-on exercises. Overall, the writing follows a practical path from beginner to intermediate level, with chapters built around examples and a concise style. The books are suitable for both self-study and classroom teaching and offer practical reference value for readers in programming and design.