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只要抓住当下，一切都来得及！ Yesterday is a history, tomorrow is a mystery, but today is a gift, that's why we call it the present. --Oogway master read others' code -> write your own wheel -> create something great

路线：系统类 -> 数学学习 -> 数据结构与算法 -> AI 类 -> 宾大/其他学校课程刷完 -> 物理学 -> 图形学 -> 嵌入式 中途：前后端开发，工具使用

计算机工具使用

  • Stanford Practical Unix
  • Washington CSE391
  • UCB System Admin Decal
  • CMU 07131
  • MIT Missing-semester

编程入门

C++

C++基础掌握

现代 C++

C++并发编程

其他学习资料

OCmal

Haskell

Haskell

Rust

数学学习

微积分

微分方程

线性代数

概率论

数值计算

数学分析

高等代数

矩阵论

统计学

离散数学

信息论与编码

前后端开发

数据结构与算法

数据结构：目标 -> 各个数据结构实现

算法：目标 -> 各个 OJ 刷完，理论计算机学习

+++ 其他算法资料

+++

战疫时期的算法课-南京大学-2020 年春季_哔哩哔哩_bilibili

系统类

系统入门 -> 目标:写一些基本的小系统程序

操作系统 -> 目标:实现一个小型的操作系统

一些博客： c - 从零开始写 OS 内核 （序篇） - 个人文章 - SegmentFault 思否 一些课程： computer-system-education/os-syllabi (github.com)

科研方法论

计算机网络 -> 目标:实现一些路由算法和协议栈

编译原理 -> 目标:实现一个小的编译器和各个语言的编译器

数据库系统 -> 目标:实现小型的 KV 数据库,关系型数据库和分布式数据库

并行与分布式系统 -> 目标:实现多个分布式算法和分布式数据库

系统安全

AI 类

💡 CMU AI 系列课程：

Artificial Intelligence Program (cmu.edu)

Stanford AI 系列课程：

Courses – Stanford Artificial Intelligence Laboratory

Stanford A.I. Courses – Stanford Artificial Intelligence Laboratory

斯坦福 AI 课程：

http://www.stanford.edu/class/cs124/ http://www.stanford.edu/class/cs124/ http://web.stanford.edu/~jurafsky/
https://bulletin.stanford.edu/courses/2127631 https://bulletin.stanford.edu/courses/2127631 https://ai.stanford.edu/courses/https://ai.stanford.edu/courses/
https://explorecourses.stanford.edu/search?view=catalog&filter-coursestatus-Active=on&page=0&catalog=&academicYear=&q=CS139&collapse= https://explorecourses.stanford.edu/search?view=catalog&filter-coursestatus-Active=on&page=0&catalog=&academicYear=&q=CS139&collapse= https://profiles.stanford.edu/peter-norvig
http://logic.stanford.edu/classes/cs157/current/ http://logic.stanford.edu/classes/cs157/current/ http://logic.stanford.edu/people/genesereth/genesereth.html
http://web.stanford.edu/class/cs205l/ http://web.stanford.edu/class/cs205l/ http://physbam.stanford.edu/~fedkiw/
http://www.stanford.edu/class/cs221/ http://www.stanford.edu/class/cs221/ https://ai.stanford.edu/courses/https://ai.stanford.edu/courses/
http://www.stanford.edu/class/cs224n/ http://www.stanford.edu/class/cs224n/ http://nlp.stanford.edu/
http://cs224r.stanford.edu/ http://cs224r.stanford.edu/ https://ai.stanford.edu/courses/https://ai.stanford.edu/courses/
http://www.stanford.edu/class/cs224u/ http://www.stanford.edu/class/cs224u/ http://www.stanford.edu/~cgpotts/
https://ai.stanford.edu/courses/ https://ai.stanford.edu/courses/ https://ai.stanford.edu/courses/
http://web.stanford.edu/class/cs224w/ http://web.stanford.edu/class/cs224w/ http://cs.stanford.edu/people/jure/
http://ggp.stanford.edu/stanford/index.php http://ggp.stanford.edu/stanford/index.php https://ai.stanford.edu/courses/
https://ermongroup.github.io/cs228/ https://ermongroup.github.io/cs228/ https://cs.stanford.edu/~ermon/
http://cs229.stanford.edu/ http://cs229.stanford.edu/ https://ai.stanford.edu/courses/https://ai.stanford.edu/courses/
http://www.stanford.edu/class/cs230/ http://www.stanford.edu/class/cs230/ https://cs.stanford.edu/people/rondror/
http://www.stanford.edu/class/cs231a/ http://www.stanford.edu/class/cs231a/ https://web.stanford.edu/~bohg/
http://vision.stanford.edu/teaching/cs231n/ http://vision.stanford.edu/teaching/cs231n/ http://vision.stanford.edu/people.htmlhttps://ai.stanford.edu/courses/
http://graphics.stanford.edu/courses/cs233-20-spring/ http://graphics.stanford.edu/courses/cs233-20-spring/ https://geometry.stanford.edu/member/guibas/
http://www.stanford.edu/class/cs234/ http://www.stanford.edu/class/cs234/ https://cs.stanford.edu/people/ebrun/
http://cs236.stanford.edu/ http://cs236.stanford.edu/ https://ai.stanford.edu/courses/
https://cs236g.stanford.edu/ https://cs236g.stanford.edu/ https://profiles.stanford.edu/sharon-zhou
https://explorecourses.stanford.edu/search?view=catalog&filter-coursestatus-Active=on&page=0&catalog=&q=CS+273B%3A+Deep+Learning+in+Genomics+and+Biomedicine&collapse= https://explorecourses.stanford.edu/search?view=catalog&filter-coursestatus-Active=on&page=0&catalog=&q=CS+273B%3A+Deep+Learning+in+Genomics+and+Biomedicine&collapse= https://profiles.stanford.edu/anshul-kundajehttps://profiles.stanford.edu/anshul-kundaje
http://web.stanford.edu/class/aa228/ http://web.stanford.edu/class/aa228/ http://web.stanford.edu/~mykel
https://web.stanford.edu/class/aa229/cgi-bin/wp/ https://web.stanford.edu/class/aa229/cgi-bin/wp/ https://profiles.stanford.edu/intranet/mykel-kochenderfer
https://ai.stanford.edu/courses/ https://ai.stanford.edu/courses/ https://ai.stanford.edu/courses/
http://web.stanford.edu/class/cs279/ http://web.stanford.edu/class/cs279/ http://cs.stanford.edu/people/rondror/
http://web.stanford.edu/class/cs279/ http://web.stanford.edu/class/cs279/ https://ai.stanford.edu/courses/
https://canvas.stanford.edu/courses/114221 https://canvas.stanford.edu/courses/114221 https://cs.stanford.edu/~matei/https://www.james-zou.com/
https://stanford-cs324.github.io/winter2022/ https://stanford-cs324.github.io/winter2022/ https://cs.stanford.edu/people/chrismre/https://cs.stanford.edu/~pliang/https://thashim.github.io/
https://ermongroup.github.io/cs325b/ https://ermongroup.github.io/cs325b/ https://cs.stanford.edu/~ermon/
https://stanford-cs329s.github.io/ https://stanford-cs329s.github.io/ https://ai.stanford.edu/courses/
https://web.stanford.edu/class/cs329t/ https://web.stanford.edu/class/cs329t/ https://ai.stanford.edu/courses/
http://web.stanford.edu/class/cs329x/ http://web.stanford.edu/class/cs329x/ https://cs.stanford.edu/~diyiy/
http://web.stanford.edu/class/cs330/ http://web.stanford.edu/class/cs330/ https://ai.stanford.edu/~cbfinn/
http://web.stanford.edu/class/cs331b/ http://web.stanford.edu/class/cs331b/ http://cvgl.stanford.edu/silvio/
http://cs332.stanford.edu/#!index.md http://cs332.stanford.edu/#!index.md http://cs332.stanford.edu/#!index.md
https://ckllab.stanford.edu/cs-348e-character-animation https://ckllab.stanford.edu/cs-348e-character-animation https://ckllab.stanford.edu/c-karen-liu
http://cs348i.stanford.edu/ http://cs348i.stanford.edu/ https://ai.stanford.edu/courses/https://ai.stanford.edu/courses/
http://graphics.stanford.edu/courses/cs348n-22-winter/ http://graphics.stanford.edu/courses/cs348n-22-winter/ https://geometry.stanford.edu/member/guibas/
https://cs.stanford.edu/courses/schedules/2021-2022.spring.php https://cs.stanford.edu/courses/schedules/2021-2022.spring.php https://ai.stanford.edu/courses/
http://infolab.stanford.edu/~echang/cs372/cs372-syllabus.html http://infolab.stanford.edu/~echang/cs372/cs372-syllabus.html http://infolab.stanford.edu/~echang/
http://cs375.stanford.edu/ http://cs375.stanford.edu/ https://profiles.stanford.edu/daniel-yamins
https://web.stanford.edu/class/cs384/ https://web.stanford.edu/class/cs384/ https://web.stanford.edu/~jurafsky/
http://cs422interactive.stanford.edu/ http://cs422interactive.stanford.edu/ https://profiles.stanford.edu/nicholas-haber
https://ai.stanford.edu/courses/ https://ai.stanford.edu/courses/ https://ai.stanford.edu/courses/
https://cs521.stanford.edu/ https://cs521.stanford.edu/ https://ai.stanford.edu/courses/
http://cs522.stanford.edu/ http://cs522.stanford.edu/ https://ai.stanford.edu/courses/
https://mlsys.stanford.edu/ https://mlsys.stanford.edu/ https://ai.stanford.edu/courses/https://ai.stanford.edu/courses/
https://mlsys.stanford.edu/ https://mlsys.stanford.edu/ https://ai.stanford.edu/courses/https://ai.stanford.edu/courses/

DL Systems 学习指南 - 知乎 (zhihu.com)

嵌入式

见 B 站

宾夕法尼亚大学课程

Harvey Mudd 课程

Gatech 课程

其他课程

其他资料