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