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Computer Science

There is not end to learning.

  • 此处列举的是我认为能够被称为 CS 教学课程的材料,但不在列表中的不代表不好,可能是我没接触到;
  • 一门课程的质量与主讲团队有很大关系,可能换了个学期和主讲老师,就不再具有学习价值;
  • 只看视频和讲义,不做编程实验的话,学习效果不足十分之一(除非你是快速过知识点)。
学校编号名称备注
CMU15-112Fundamentals of Programming and Computer Science-
CMU15-122Principles of Imperative Computation-
StanfordCS 106AProgramming Methodologies-
StanfordCS 106BProgramming Abstractions-
BerkeleyCS 61AStructure and Interpretation of Computer Programs (SICP)NJU version
BerkeleyCS 61BData Structures-
BerkeleyCS 61CGreat Ideas in Computer Architecture (Machine Structures)-
MIT6.006Introduction to Algorithms (CLRS)-
BerkeleyCS 70Discrete Mathematics and Probability Theory-
CMU15-213Introduction to Computer Systems (ICS, CSAPP)NJU version
NJU jyyICS/2022计算机系统基础与课程实验(2022)-
NJU jyyOS/2022操作系统:设计与实现 (2022 春季学期)xv6
MIT6.S081Operating Systems Engineering-
BerkeleyCS 162Operating Systems and Systems Programming-
BerkeleyCS 170Efficient Algorithms and Intractable Problems-
StanfordCS 143Compilers-
StanfordCS 243Advanced Compiling Techniques-
CMU15-745Optimizing Compilers-
StanfordCS 144Introduction to Computer Networking-
NJUPA/2020软件分析PASCAL / PKU
StanfordCS 229Machine LearningAndrew Ng
BerkeleyCS 189Introduction to Machine Learning-
StanfordCS 231nConvolutional Neural Networks for Visual Recognition-
StanfordCS 224nNatural Language Processing with Deep Learning-
StanfordCS 224wMachine Learning with Graphs-
StanfordCS 224uNatural Language Understanding-
StanfordCS 234Reinforcement Learning-
BerkeleyCS 285Deep Reinforcement Learning-
BerkeleyCS 294Machine Learning Systems-
MIT6.824Distributed Systems-
MIT6.830Database Systems-
CMU15-445Introduction to Database Systems-
CMU15-462Computer Graphics-
GAMES101-3XXGraphics And Mixed Environment SeminarTachi
ETH ZurichOnur MutluFirst Course in Computer Architecture & Digital Design-
ULAFFLinear Algebra: Foundations to Frontiers-
StanfordCS 149Parallel ComputingKAYVON
CMU15-418Parallel Computer Architecture and Programming-
CMU15-884Machine Learning CompilationTianqi Chen
CMU10-414/714Deep Learning Systems-
OSSUGitHubOpen Source Society University-
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