Stanford CS 课程整理 1

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一名CS专业的大二学生

学就完事了

2 intro cs1U Practical Unix https://practicalunix.org
3 programming cs41 The Python Programming Language https://stanfordpython.com/#/
4 mobile cs47 Cross-Platform Mobile Development https://web.stanford.edu/class/cs47/#schedule
5 programming cs106A Programming Methodology http://web.stanford.edu/class/cs106a/
6 programming cs106B Programming Abstractions https://web.stanford.edu/class/cs106b/
7 programming cs106L Standard C++ Programming Laboratory http://web.stanford.edu/class/cs106l/lectures.html
8 programming cs106M Enrichment Adventures in Programming Abstractions https://web.stanford.edu/class/cs106m/syllabus
9 intro cs106E Exploring Computing https://web.stanford.edu/class/cs106e/
10 systems cs107 Computer Organization and Systems http://web.stanford.edu/class/cs107/
11 systems cs107e Computer Systems from the Ground Up http://web.stanford.edu/class/cs107e/
12 programming cs108 Object-Oriented Systems Design http://web.stanford.edu/class/cs108/
13 math cs109 Probability for Computer Scientists http://web.stanford.edu/class/cs109/
14 systems cs110 Principles of Computer Systems http://web.stanford.edu/class/cs110/
15 systems cs110L Safety in Systems Programming https://web.stanford.edu/class/cs110l/
16 systems cs111 Operating Systems Principles https://web.stanford.edu/~ouster/cs111-spring21/
17 AI cs124 From Languages to Information http://web.stanford.edu/class/cs124/
18 AI cs129 Applied Machine Learning https://web.stanford.edu/class/cs129/
19 vision cs131 Computer Vision: Foundations and Applications http://vision.stanford.edu/teaching/cs131_fall2021/index.html
20 systems cs140 Operating Systems https://www.scs.stanford.edu/21wi-cs140/
21 systems cs140E Embedded Operating Systems https://github.com/dddrrreee/cs140e-20win
22 web apps cs142 Web Applications http://web.stanford.edu/class/cs142/
23 systems cs143 Compilers http://web.stanford.edu/class/cs143/
24 networking cs144 Introduction to Computer Networking https://cs144.github.io
25 databases cs145 Data Management and Data Systems https://cs145-fa20.github.io
26 HCI cs147 Introduction to Human-Computer Interaction https://hci.stanford.edu/courses/cs147/2021/wi/index.html
27 graphics cs148 Introduction to Computer Graphics and Imaging http://web.stanford.edu/class/cs148/
28 systems cs149 Parallel Computing http://cs149.stanford.edu/fall20
29 programming cs151 Logic Programming http://logicprogramming.stanford.edu/stanford/index.php
30 theory cs154 Introduction to the Theory of Computation https://omereingold.wordpress.com/cs-154-introduction-to-automata-and-complexity-theory/
31 security cs155 Computer and Network Security https://cs155.stanford.edu
32 theory cs157 Computational Logic http://intrologic.stanford.edu/stanford/index.php
33 algorithms cs161 Desgin and Analysis of Algorithms https://stanford-cs161.github.io/winter2021/
34 algorithms cs166 Data Structures http://web.stanford.edu/class/cs166/
35 ethics cs182 Ethics, Public Policy, and Technological Change https://web.stanford.edu/class/cs182/
36 application cs193U Video Game Development in C++ and Unreal Engine https://www.tomlooman.com/stanford-cs193u
37 application cs193P iOS Application Development https://cs193p.sites.stanford.edu
38 application cs194A Android Programming Workshop https://web.stanford.edu/class/cs194a/
39 law cs202 Law for Computer Science Professionals http://web.stanford.edu/class/cs202/
40 law cs204 Computational Law http://complaw.stanford.edu/complaw/public/lessons.php
41 law cs209 Law, Bias & Algorithms https://5harad.com/mse330/
42 algorithms cs205L Continuous Mathematical Methods with an Emphases on ML http://web.stanford.edu/class/cs205l/
43 AI cs221 Artificial Intelligence: Principles & Techniques https://stanford-cs221.github.io/spring2021/
44 robotics cs223A Introduction to Robotics https://cs.stanford.edu/groups/manips/teaching/cs223a/
45 AI cs224N Natural Language Processing with Deep Learning https://cs.stanford.edu/courses/schedules/2020-2021.winter.php
46 AI cs224S Spoken Language Processing http://web.stanford.edu/class/cs224s/
47 AI cs224W Machine Learning with Graphs http://web.stanford.edu/class/cs224w/
48 robotics cs225A Experimental Robotics https://cs.stanford.edu/groups/manips/teaching/cs225a/
49 AI cs228 Probabilistic Graphical Models https://cs228.stanford.edu
50 AI cs229 Machine Learning http://cs229.stanford.edu
51 AI cs230 Deep Learning http://cs230.stanford.edu
52 AI cs231N Convolutional Neural Networks for Visual Recognition http://cs231n.stanford.edu
53 graphics cs233 Geometric and Topological Data Analysis http://graphics.stanford.edu/courses/cs233-21-spring/
54 AI cs234 Reinforcement Learning http://web.stanford.edu/class/cs234/index.html
55 AI cs236G Generative Adversarial Networks https://cs236g.stanford.edu
56 AI cs231A Computer Vision: 3D Reconstruction to Recognition http://web.stanford.edu/class/cs231a/
57 robotics cs237B Principles of Robot Autonomy II http://web.stanford.edu/class/cs237b/
58 AI cs238 Decision Making under Uncertainty https://web.stanford.edu/class/aa228/cgi-bin/wp/
59 systems cs240 Advanced Topics in Operating Systems http://web.stanford.edu/class/cs240/
60 programming cs242 Programming Languages https://web.stanford.edu/class/cs242/
61 systems cs243 Program Analysis and Optimization https://suif.stanford.edu/~courses/cs243/
62 big data cs246 Mining Massive Datasets http://web.stanford.edu/class/cs246/
63 databases cs245 Principles of Data-Intensive Systems http://web.stanford.edu/class/cs245/
64 graphics cs248 Interactive Computer Graphics http://cs248.stanford.edu/winter21
65 application/blockchain cs251 Cryptocurrencies and Blockchain Technologies https://cs251.stanford.edu
66 theory cs254 Computational Complexity http://theory.stanford.edu/~liyang/teaching/complexity21.html
67 theory cs254B Computational Complexity II http://cs254b.stanford.edu
68 security cs255 Introduction to Cryptography https://crypto.stanford.edu/~dabo/cs255/
69 algorithms cs261 Optimization and Algorithmic Paradigm http://web.stanford.edu/~ashishg/cs261/
70 theory cs265 Randomized Algorithms and Probabilistic Analysis http://web.stanford.edu/class/cs265/
71 ??? cs269I Incentives in Computer Science http://timroughgarden.org/f18/f18.html
72 application/bio cs273a The Human Genome Source Code https://web.stanford.edu/class/cs273a/cgi-bin/index.php
73 application/bio cs275 Translational Bioinformatics https://sites.google.com/site/bmi2172016/home
74 ??? cs278 Social Computing http://cs278.stanford.edu
75 application/bio cs279 Computational Biology: Structure and Organization of Biomolecules and Cells http://web.stanford.edu/class/cs279/
76 robotics cs326 Topics in Advanced Robotic Manipulation http://web.stanford.edu/class/cs326/
77 AI cs329S Machine Learning Systems Design https://stanford-cs329s.github.io/index.html
78 AI cs330 Deep Multi-Task and Meta Learning http://cs330.stanford.edu
79 graphics cs348I Computer Graphics in the Era of AI http://cs348i.stanford.edu
80 graphics cs348A Computer Graphics: Geometric Modeling/Processing https://graphics.stanford.edu/courses/cs348a-21-winter/
81 graphics cs348B Image Synthesis Techniques http://graphics.stanford.edu/courses/cs348b/
82 graphics cs348C Computer Graphics: Animation and Simulation http://graphics.stanford.edu/courses/cs348c/
83 graphics cs348K Visual Computing Systems http://cs348k.stanford.edu/spring21
84 application/finance cs349F Technologies for Financial Systems http://web.stanford.edu/class/cs349f/
85 security cs355 Topics in Cryptography http://cs348k.stanford.edu/spring21
86 security cs356 Topics in Computer and Network Security https://cs356.stanford.edu
87 graphics cs448B Visualization https://magrawala.github.io/cs448b-fa20/
88 graphics cs468 Non-Euclidean Methods in Machine Learning http://graphics.stanford.edu/courses/cs468-20-fall/
89 music cs476a Music, Computing, and Design: The Art of Design https://ccrma.stanford.edu/courses/256a/

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