Maples7 / cs-roadmap

My personal learning roadmap on Computer Science. A.k.a teaching myself Computer Science.

1. cs-roadmap

My personal learning roadmap on Computer Science. A.k.a teaching myself Computer Science.

记录我自己的 CS 系统学习路径，但并不会把所有的东西都放在这里，我只会尽可能把每个分类下我认为最好的、值得花时间深入且学习/消遣体验还不错的一些资料/课程/书籍/视频/博客文章/源代码/常用网站/播客列出来。顺序大致按照由浅入深、由简到难、由宏观到局部来排列。这份清单也会根据实际的学习体验进行持续的增删修订以期能总是保持一个高水准的推荐。

Tasks checklist 记录的是我自己的完成或掌握情况，其他人如果参考这个列表可以忽视。

1.1. Directory

• 1. cs-roadmap
  • 1.1. Directory
  • 1.2. MOOCs
    • 1.2.1. Fundamentals
    • 1.2.2. Data Structures and Algorithms
    • 1.2.3. Computer Architecture
    • 1.2.4. Mathematics
    • 1.2.5. Operating Systems
    • 1.2.6. Computer Networking
    • 1.2.7. Compilers
    • 1.2.8. Distributed Systems
    • 1.2.9. Others
  • 1.3. Books
    • 1.3.1. Fundamentals
    • 1.3.2. Data Structures and Algorithms
    • 1.3.3. Computer Architecture
    • 1.3.4. Mathematics
    • 1.3.5. Operating Systems
    • 1.3.6. Computer Networking
    • 1.3.7. Compilers
    • 1.3.8. Distributed Systems
    • 1.3.9. Programming Languages
      • 1.3.9.1. Python
      • 1.3.9.2. C
      • 1.3.9.3. Node.js
      • 1.3.9.4. Erlang
      • 1.3.9.5. Elixir
      • 1.3.9.6. Swift
  • 1.4. Essays
  • 1.5. Source Code
  • 1.6. Websites
  • 1.7. Podcasts
  • 1.8. References
  • 1.9. About Me

1.2. MOOCs

1.2.1. Fundamentals

• Introduction to Computer Science - Harvard CS50x
• 计算机科学和 Python 编程导论 - MIT 6.00.1x
• Structure and Interpretation of Computer Programs - UC Berkeley CS 61A
• 计算机程序的结构和解释 - SICP

1.2.2. Data Structures and Algorithms

• 数据结构（上）- 学堂在线 - 邓俊辉
• 数据结构（下）- 学堂在线 - 邓俊辉
• 算法 - Stanford

1.2.3. Computer Architecture

• 依据基本原理构建现代计算机：从与非门到俄罗斯方块（基于项目的课程）
• Computation Structures - MIT 6.004
• Great Ideas in Computer Architecture (Machine Structures) - UC Berkeley CS 61C
• Principles of Computer Systems - Stanford CS110
• Safety in Systems Programming - Stanford CS110L

1.2.4. Mathematics

• Mathematics for Computer Science - MIT 6.042J
• Essence of linear algebra
• Linear Algebra - MIT 18.06

1.2.5. Operating Systems

• Operating Systems and System Programming - UC Berkeley CS 162
• Operating System Engineering - MIT 6.828

1.2.6. Computer Networking

• Introduction to Computer Networking - Stanford

1.2.7. Compilers

• Compilers - Stanford
• Programming Languages and Compilers - UC Berkeley CS 164

1.2.8. Distributed Systems

• Distributed Systems - MIT 6.824
• Talent Plan | PingCAP University

1.2.9. Others

• Developing Applications for iOS using SwiftUI - Stanford CS193p

1.3. Books

1.3.1. Fundamentals

• How to Design Programs
• 深入理解计算机系统 - CSAPP
• 计算机程序的构造和解释 - SICP
• The Art of Computer Programming - TAOCP

1.3.2. Data Structures and Algorithms

• 编程珠玑
• Algorithms
• 数据结构 - 邓俊辉
• 数据结构习题解析 - 邓俊辉
• 算法导论 - CLRS

1.3.3. Computer Architecture

• 编码：隐匿在计算机软硬件背后的语言
• 计算机系统要素
• 计算机组成与设计

1.3.4. Mathematics

• 计算机科学中的数学：信息与智能时代的必修课
• 线性代数

1.3.5. Operating Systems

• Operating Systems: Principles and Practice
• Operating Systems: Three Easy Pieces
• Operating System Concepts
• 现代操作系统

1.3.6. Computer Networking

• Computer Networking: A Top-Down Approach

1.3.7. Compilers

• Programming Language Pragmatics
• Engineering a Compiler
• 编译原理：原理、技术与工具 - 龙书

1.3.8. Distributed Systems

• 数据密集型应用系统设计

1.3.9. Programming Languages

• 代码大全
• UNIX 编程艺术
• 重构：改善既有代码的设计
• 冒号课堂

1.3.9.1. Python

• The Python Tutorial

1.3.9.2. C

• C 程序设计语言

1.3.9.3. Node.js

• JavaScript | MDN
• You Don't Know JS Yet
• JavaScript: The Good Parts
• ECMAScript 6 入门
• 深入浅出 Node.js

1.3.9.4. Erlang

• Erlang 程序设计

1.3.9.5. Elixir

• Official getting started guide
• Elixir in Action

1.3.9.6. Swift

• The Swift Programming Language

1.4. Essays

• Teach Yourself Programming in Ten Years
• How To Become A Hacker
• 提问的智慧

1.5. Source Code

• Redis
• Koa.js

1.6. Websites

• GitHub
• Stack Exchange
• LeetCode

1.7. Podcasts

• 内核恐慌

1.8. References

• 编程入门指南 - 萧井陌，Badger
• Teach Yourself Computer Science
• 骑鹿人的计算机科学学习指南

1.9. About Me

@Maples7