cs-self-learning/docs/好书推荐.en.md

# Recommended books

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     Please place summary book resources under the resource summary section

     Book Format Requirements:
         Title of the book (priority is the original English version, if it is open source, a link is attached, and if there are multiple versions, the latest version is the default) [Douban link] [Links to other related resources (such as related courses)]
    
     The sequence requirements under the same section:
         First Chinese and then English, the same language first open source and then closed source, and finally in alphabetical order from basic to in-depth.
  -->

Due to copyright reasons, in addition to the open source resources provided in the books listed below, please use [libgen](http://libgen.is/) or [z-lib](https://z-lib .org/) lookup.

## Resource Summary

- [Free Programming Books](https://github.com/EbookFoundation/free-programming-books): Summary of open source programming books
- [CS Textbook Recommendations](https://4chan-science.fandom.com/wiki/Computer_Science_and_Engineering): List of recommended textbooks for computer science
- [C Book Guide and List](https://stackoverflow.com/questions/562303/the-definitive-c-book-guide-and-list): Recommended list of programming books related to C language
- [C++ Book Guide and List](https://stackoverflow.com/questions/388242/the-definitive-c-book-guide-and-list): Recommended list of programming books related to C++ language
- [Python Book Guide and List](https://pythonbooks.org/): Recommended list of programming books related to Python language
- [Computer Vision Textbook Recommendations](https://www.folio3.ai/blog/best-computer-vision-books/): List of recommended textbooks for computer vision
- [Deep Learning Textbook Recommendations](https://www.mostrecommendedbooks.com/lists/best-deep-learning-books): List of recommended textbooks for deep learning


## Getting started with the system

- Computer Systems: A Programmer's Perspective [[Douban](https://book.douban.com/subject/26912767/)]
- Principles of Computer System Design: An Introduction [[豆瓣](https://book.douban.com/subject/3707841/)]

## operating system

- [Modern Operating System: Principles and Implementation](https://ipads.se.sjtu.edu.cn/mospi/) [[豆瓣](https://book.douban.com/subject/35208251/)]
- [Operating Systems: Three Easy Pieces](https://pages.cs.wisc.edu/~remzi/OSTEP/) [[豆瓣](https://book.douban.com/subject/19973015/)]
- Modern Operating Systems [[Douban](https://book.douban.com/subject/27096665/)]
- Operating Systems: Principles and Practice [[Douban](https://book.douban.com/subject/25984145/)]

## computer network

- [Computer Networks: A Systems Approach](https://book.systemsapproach.org/foreword.html) [[豆瓣](https://book.douban.com/subject/26417896/)]
- [Computer Networking: A Top-Down Approach](https://www.ucg.ac.me/skladiste/blog_44233/objava_64433/fajlovi/Computer%20Networking%20_%20A%20Top%20Down%20Approach,%207th,% 20converted.pdf) [[Douban](https://book.douban.com/subject/30280001/)]
- How Networks Work [[Douban](https://book.douban.com/subject/26941639/)]

## Distributed Systems

- [Patterns of Distributed System (Blog)](https://github.com/dreamhead/patterns-of-distributed-systems)
- [Distributed Systems for Fun and Profit (Blog)](http://book.mixu.net/distsys/index.html)
- [Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems](https://github.com/Vonng/ddia) [[豆瓣](https://book.douban.com/subject/ 26197294/)]

## database system

- [Architecture of a Database System](https://dsf.berkeley.edu/papers/fntdb07-architecture.pdf) [[豆瓣](https://book.douban.com/subject/17665384/)]
- [Readings in Database Systems](http://www.redbook.io/) [[豆瓣](https://book.douban.com/subject/2256069/)]
- Database System Concepts [[Douban](https://book.douban.com/subject/10548379/)]

## Compilation principle

- Engineering a Compiler [[Douban](https://book.douban.com/subject/5288601/)]
- Compilers: Principles, Techniques, and Tools [[豆瓣](https://book.douban.com/subject/1866231/)]

## Computer programming language

- Construction and Interpretation of Computer Programs [[豆瓣](https://book.douban.com/subject/1148282/)]
- [Essentials of Programming Languages](https://eopl3.com/) [[Douban](https://book.douban.com/subject/3136252/)]
- [Practical Foundations for Programming Languages](https://www.cs.cmu.edu/~rwh/pfpl.html) [[豆瓣](https://book.douban.com/subject/26782198/)]
- [Software Foundations](https://softwarefoundations.cis.upenn.edu/) [[Douban](https://book.douban.com/subject/25712292/)] [[Peking University related courses](https:/ /xiongyingfei.github.io/SF/2021/)]
- [Types and Programming Languages](https://www.cis.upenn.edu/~bcpierce/tapl/) [[Douban](https://book.douban.com/subject/1761910/)] [[Peking University Related courses](https://xiongyingfei.github.io/DPPL/2021/main.htm)]

## Architecture

- Superscalar Processor Design: Superscalar RISC Processor Design [[豆瓣](https://book.douban.com/subject/26293546/)]
- Computer Organization and Design RISC-V Edition [[豆瓣](https://book.douban.com/subject/27103952/)]
- Computer Organization and Design: The Hardware/Software Interface [[豆瓣](https://book.douban.com/subject/26604008/)]
- Computer Architecture: A Quantitative Approach [[Douban](https://book.douban.com/subject/6795919/)]

## Theoretical Computer Science

- Introduction to the Theory of Computation [[豆瓣](https://book.douban.com/subject/1852515/)]

## Cryptography

- Cryptography Engineering: Design Principles and Practical Applications [[Douban](https://book.douban.com/subject/26416592/)]
- Introduction to Modern Cryptography [[豆瓣](https://book.douban.com/subject/2678340/)]

## Reverse Engineering

- Core Principles of Reverse Engineering [[豆瓣](https://book.douban.com/subject/25866389/)]
- Encryption and decryption [[Douban](https://book.douban.com/subject/30288807/)]

## Computer Graphics

- [Monte Carlo theory, methods and examples](https://artowen.su.domains/mc/)[[豆瓣](https://book.douban.com/subject/6089923/)]
- Advanced Global Illumination [[Douban](https://book.douban.com/subject/2751153/)]
- Fundamentals of Computer Graphics [[豆瓣](https://book.douban.com/subject/26868819/)]
- [Fluid Simulation for Computer Graphics](http://wiki.cgt3d.cn/mediawiki/images/4/43/Fluid_Simulation_for_Computer_Graphics_Second_Edition.pdf) [[豆瓣](https://book.douban.com/subject/2584523/ )]
- [Physically Based Rendering: From Theory To Implementation](https://research.quanfita.cn/files/Physically_Based_Rendering_Third_Edition.pdf) [[Douban](https://book.douban.com/subject/4306242/)]
- [Real-Time Rendering](https://research.quanfita.cn/files/Real-Time_Rendering_4th_Edition.pdf) [[Douban](https://book.douban.com/subject/30296179/)]

## Game Engine

- Game Programming Patterns: Game Programming Patterns [[Douban](https://book.douban.com/subject/26880704/)]
- Real-time collision detection algorithm technology [[Douban](https://book.douban.com/subject/4861957/)]
- [Game AI Pro Series](http://www.gameaipro.com/) [[Douban](https://search.douban.com/book/subject_search?search_text=Game+AI+Pro&cat=1001)]
- Artificial Intelligence for Games [[Douban](https://book.douban.com/subject/3836472/)]
- Game Engine Architecture [[Douban](https://book.douban.com/subject/25815142/)]
- Game Programming Gems Series [[Douban](https://search.douban.com/book/subject_search?search_text=Game+Programming+Gems&cat=1001)]

## Software Engineering

- [Software Engineering at Google](https://abseil.io/resources/swe-book) [[豆瓣](https://book.douban.com/subject/34875994/)]

## Design Patterns

- Design Patterns: The Foundation of Reusable Object-Oriented Software [[豆瓣](https://book.douban.com/subject/1052241/)]
- Big talk design pattern [[Douban](https://book.douban.com/subject/2334288/)]
- [Head First Design Pattern](https://awesome-programming-books.github.io/design-pattern/HeadFirst%E8%AE%BE%E8%AE%A1%E6%A8%A1%E5%BC% 8F.pdf) [[Douban](https://book.douban.com/subject/2243615/)]

## deep learning

- [Hands-on deep learning](https://zh.d2l.ai) [[Douban](https://book.douban.com/subject/33450010/)]
- [Neural Network and Deep Learning](https://nndl.github.io/) [[Douban](https://book.douban.com/subject/35044046/)]
- Introduction to Deep Learning [[Douban](https://book.douban.com/subject/30270959/)]
- [Simple and rude TensorFlow 2 (Tutorial)](https://tf.wiki/)
- [Speech and Language Processing](https://web.stanford.edu/~jurafsky/slp3/) [[豆瓣](https://book.douban.com/subject/5373023/)]

## Computer Vision

- [Multiple View Geometry in Computer Vision](https://github.com/DeepRobot2020/books/blob/master/Multiple%20View%20Geometry%20in%20Computer%20Vision%20(Second%20Edition).pdf) [[豆瓣 ](https://book.douban.com/subject/1841346/)]
## robot

- [Probabilistic Robotics](https://docs.ufpr.br/~danielsantos/ProbabilisticRobotics.pdf) [[豆瓣](https://book.douban.com/subject/2861227/)]

## interview

- Jianzhi Offer: Famous company interviewers give detailed lectures on typical programming questions [[豆瓣](https://book.douban.com/subject/27008702/)]
- Cracking The Coding Interview [[豆瓣](https://book.douban.com/subject/10436668/)]