Stanford Computer Science

https://cs.stanford.edu/courses/schedules/2021-2022.autumn.php https://cs.stanford.edu/courses/schedules/2021-2022.winter.php https://cs.stanford.edu/courses/schedules/2021-2022.spring.php https://cs.stanford.edu/courses/schedules/2020-2021.summer.php

Build, organize, and share your own catalog of courses with Class Central lists.

1. Stanford Core Courses
Systems Courses
- CS106B Programming Abstractions
  
  Stanford / web.stanford.edu
- CS106B Programming Abstractions
  
  Stanford Engineering Everywhere / see.stanford.edu
- CS 106B: Programming Abstractions, Winter 2018
  
  Marty Stepp / web.stanford.edu
  
  Course web site for CS 106B, a second introductory computer science course (CS2) taught in C++.
- CS106B, Programming Abstractions in C++, Win 2018
  
  www.youtube.com
- CS106X Programming Abstractions in C++
  
  Stanford / web.stanford.edu
- CS107 Computer Organization & Systems
  
  Stanford / web.stanford.edu
- CS107 Programming Paradigms
  
  Stanford Engineering Everywhere / see.stanford.edu
- CS 107A: Problem-solving Lab for CS 107
  
  web.stanford.edu
- CS107E Computer Systems from the Ground Up
  
  Stanford / cs107e.github.io
- CS 110: Principles of Computer Systems
  
  web.stanford.edu
- CS110 Principles of Computer Systems (Video)
  
  Stanford / www.youtube.com
Theory Courses
- CS103 Mathematical Foundations of Computing (Fall 2021)
  
  Stanford / web.stanford.edu
- CS103 Mathematical Foundations of Computing(Archive)
  
  Stanford / web.stanford.edu
- CS109 Probability for Computer Scientists
  
  Stanford / web.stanford.edu
- CS109 Probability for Computer Scientists(Archive)
  
  Stanford / web.stanford.edu
Data Structures & Algorithms Courses
- CS161 Design and Analysis of Algorithms
  
  Stanford / web.stanford.edu
2. Stanford Specialization Courses
Introduction to Computer Science
CS101 Introduction to Computing Principles

Stanford / web.stanford.edu
Introduction to Computers - CS105

stanfordonline / www.youtube.com
CS106E: Exploring Computing

web.stanford.edu
Computer System Courses
- CS1U Practical Unix
  
  Stanford / cs1u.stanford.edu
- CS 111: Operating Systems Principles
  
  web.stanford.edu
- CS140 Operating Systems
  
  Stanford / web.stanford.edu
- CS140E Operating Systems Design and Implementation
  
  Stanford / github.com
- CS143 Compilers
  
  Stanford / web.stanford.edu
- CS149 Parallel Computing
  
  Stanford / cs149.stanford.edu
- CS240 Advanced Topics in Operating Systems
  
  Stanford / web.stanford.edu
- CS240LX Advanced Systems Laboratory, Accelerated
  
  Stanford / github.com
- CS244b Distributed Systems
  
  Stanford / www.scs.stanford.edu
- CS348K: Visual Computing Systems
  
  cs348k.stanford.edu
- cs357S Formal Methods for Computer Systems
  
  Stanford / web.stanford.edu
Computer Theory Courses
- CS103A Math Problem-Solving Strategies
  
  Stanford / web.stanford.edu
- CS106A Programming Methodologies
  
  Stanford / web.stanford.edu
- CS106A Programming Methodology
  
  Stanford Engineering Everywhere / see.stanford.edu
- CS242 Programming Languages
  
  Stanford / cs242.stanford.edu
- CS358 Programming Language Foundations
  
  Stanford / theory.stanford.edu
- CS106L Standard C++ Programming
  
  Stanford / web.stanford.edu
- CS151 Logic Programming
  
  Stanford / logicprogramming.stanford.edu
- CS157 - Introduction to Logic
  
  intrologic.stanford.edu
- CS154 Introduction to the Theory of Computation
  
  Stanford / omereingold.wordpress.com
- CS154 Introduction to the Theory of Computation
  
  Stanford / www.youtube.com
- CS163 The Practice of Theory Research
  
  Stanford / omereingold.wordpress.com
- CS168 The Modern Algorithmic Toolbox
  
  Stanford / web.stanford.edu
- CS236G Generative Adversarial Networks (GANs)
  
  cs236g.stanford.edu
- CS261 Optimization and Algorithmic Paradigms
  
  Stanford / web.stanford.edu
- CS334A/EE364A Convex Optimization I
  
  Stanford / web.stanford.edu
- CS334A/EE364A Convex Optimization I
  
  Stanford / see.stanford.edu
- CS334B/EE364B Convex Optimization II
  
  Stanford / web.stanford.edu
- CS334B/EE364B Convex Optimization II
  
  Stanford / see.stanford.edu
- CS269O/MS&E213 Introduction to Optimization Theory
  
  Stanford / web.stanford.edu
- CS254: Computational Complexity
  
  theory.stanford.edu
- CS254B Computational Complexity II
  
  Stanford / theory.stanford.edu
- CS243 Program Analysis and Optimizations
  
  Stanford / suif.stanford.edu
- CS265 Randomized Algorithms and Probabilistic Analysis
  
  Stanford / theory.stanford.edu
- CS349D Cloud Computing Technology, Fall 2021
  
  web.stanford.edu
- CS351 Open Problems in Coding Theory
  
  Stanford / theory.stanford.edu
Artificial Intelligence Courses
- CS129 Applied Machine Learning
  
  Stanford / web.stanford.edu
- CS229 Machine Learning
  
  Stanford / cs229.stanford.edu
- CS229 Machine Learning(Video)
  
  Stanford / www.youtube.com
- CS229 Machine Learning
  
  Stanford Engineering Everywhere / see.stanford.edu
- STATS214 / CS229M: Machine Learning Theory
  
  web.stanford.edu
- CS229M Statistical Learning Theory
  
  Stanford / web.stanford.edu
- CS205L Continuous Mathematical Methods with an Emphasis on Machine Learning
  
  Stanford / web.stanford.edu
- CS221: Artificial Intelligence: Principles and Techniques
  
  stanford-cs221.github.io
- CS221 Artificial Intelligence: Principles and Techniques
  
  Stanford / www.youtube.com
- CS131 Computer Vision Foundations and Applications
  
  Stanford / vision.stanford.edu
- CS231A Computer Vision, From 3D Reconstruction to Recognition
  
  Stanford / web.stanford.edu
- CS231n Convolutional Neural Networks for Visual Recognition
  
  Stanford / cs231n.stanford.edu
- CS231n Convolutional Neural Networks for Visual Recognition
  
  Stanford / www.youtube.com
- CS239 Advanced Topics in Sequential Decision Making
  
  web.stanford.edu
- CS331B Representation Learning in Computer Vision
  
  Stanford / web.stanford.edu
- CS224N Natural Language Processing with Deep Learning
  
  Stanford / web.stanford.edu
- CS224W Machine Learning with Graphs
  
  Stanford / web.stanford.edu
- CS224U Natural Language Understanding
  
  Stanford / web.stanford.edu
- CS 224V Conversational Virtual Assistants with Deep Learning
  
  web.stanford.edu
- CS294S, CS 294W A Project Course on Building the Best Virtual Assistant
  
  Stanford / web.stanford.edu
- CS224S Spoken Language Processing
  
  Stanford / web.stanford.edu
- CS20 Tensorflow for Deep Learning Research
  
  Stanford / web.stanford.edu
- CS20 Tensorflow for Deep Learning Research
  
  Stanford / www.youtube.com
- CS230 Deep Learning
  
  Stanford / cs230.stanford.edu
- Stanford University CS236: Deep Generative Models
  
  cs236.stanford.edu
- CS330 Deep Multi-Task and Meta Learning
  
  Stanford / cs330.stanford.edu
- CS330 Deep Multi-Task and Meta Learning
  
  Stanford / www.youtube.com
- CS234 Reinforcement Learning
  
  Stanford / web.stanford.edu
- CS234 Reinforcement Learning
  
  Stanford / www.youtube.com
- CS320 Value of Data and AI
  
  Stanford / canvas.stanford.edu
- CS377E Computational Models of the Neocortex
  
  Stanford / web.stanford.edu
- CS217 Hardware Accelerators for Machine Learning
  
  Stanford / cs217.stanford.edu
- CS329S: Machine Learning Systems Design
  
  stanford-cs329s.github.io
- CS472 Data science and AI for COVID-19
  
  Stanford / sites.google.com
- CS335 Fair, Accountable, and Transparent Deep Learning
  
  Stanford / hci.stanford.edu
- CS348I: Computer Graphics in the Era of AI
  
  cs348i.stanford.edu
  
  CS348I: Computer Graphics in the Era of AI
- Stanford MLSys Seminar Series
  
  CS528: Stanford MLSys Seminar Series / mlsys.stanford.edu
  
  Seminar series on the frontier of machine learning and systems. Livestreamed every Thursday, 1:30-2:30 pm PT.
- CS379C: Computational Models of the Neocortex
  
  web.stanford.edu
Computer and Network Security Courses
- CS110L Safety in Systems Programming
  
  Stanford / web.stanford.edu
- CS144 Introduction to Computer Networking
  
  Stanford / cs144.github.io
- CS144 Introduction to Computer Networking(Archive)
  
  Stanford / www.youtube.com
- CS155 Computer and Network Security
  
  Stanford / cs155.stanford.edu
- CS244 Advanced Topics in Networking
  
  Stanford / web.stanford.edu
- CS344 Topics in Computer Networks
  
  Stanford / cs344-stanford.github.io
- CS253 Web Security
  
  Stanford / web.stanford.edu
- CS253 Web Security
  
  Stanford / www.youtube.com
- CS255 Introduction to Cryptography
  
  Stanford / crypto.stanford.edu
- CS350 Secure Compilation
  
  Stanford / theory.stanford.edu
- CS 355: Topics in Cryptography
  
  CS 355 / crypto.stanford.edu
- CS356 Topics in Computer and Network Security Stanford
  
  Stanford / cs356.stanford.edu
Information Management and Analytics Courses
- CS102 Working with Data Tools and Techniques
  
  Stanford / web.stanford.edu
- CS124 From Languages to Information
  
  Stanford / web.stanford.edu
- CS145 Data Management and Data Systems
  
  Stanford / cs145-fa19.github.io
- CS166 Data Structures
  
  Stanford / web.stanford.edu
- CS245 Principles of Data-Intensive Systems
  
  Stanford / web.stanford.edu
- CS246 Mining Massive Data Sets
  
  Stanford / web.stanford.edu
- CS246 Mining Massive Datasets
  
  Stanford / www.youtube.com
- CS246H Mining Massive Data Sets Hadoop Lab(Archived)
  
  Stanford / snap.stanford.edu
- CS276 / LING 286 Information Retrieval and Web Search
  
  Stanford / web.stanford.edu
- CS341 Project in Mining Massive Data Sets
  
  Stanford / web.stanford.edu
- CS 448B Visualization (Fall 2021)
  
  CS 448B Visualization / magrawala.github.io
  
  Course Website.
Human-Computer Interaction Courses
- CS 147: Introduction to Human-Computer Interaction
  
  hci.stanford.edu
- CS247 Interaction Design Studios
  
  Stanford / hci.stanford.edu
- CS347 - Human-Computer Interaction Research
  
  hcicourses.stanford.edu
- CS 377U · Understanding Users
  
  hci.stanford.edu
  
  This project-based class focuses on understanding the use of technology in the world. Students will learn generative and evaluative research methods to explore how systems are appropriated into everyday life in a quarter-long project where they design, implement, and evaluate a novel mobile application.
- CS 422: Intelligent Avatars Lab
  
  web.stanford.edu
- CS377E Designing Solutions to Global Grand Challenges: Human-Centered AI
  
  Stanford / hci.stanford.edu
- CS547 Human-Computer Interaction Seminar
  
  Stanford / hci.stanford.edu
- CS547 Human-Computer Interaction Seminar
  
  Stanford / www.youtube.com
Graphics Courses
- CS148 Introduction to Computer Graphics and Imaging
  
  Stanford / web.stanford.edu
- CS228 Probabilistic Graphical Models: Principles and Techniques
  
  Stanford / cs228.stanford.edu
- CS233 Geometric and Topological Data Analysis
  
  graphics.stanford.edu
- CS248 Interactive Computer Graphics
  
  cs248.stanford.edu
- CS348A Computer Graphics: Geometric Modeling & Processing
  
  Stanford / graphics.stanford.edu
- CS348B Computer Graphics: Image Synthesis Techniques
  
  Stanford / graphics.stanford.edu
- CS348C Computer Graphics Animation and Simulation
  
  Stanford / graphics.stanford.edu
- CS448M Topics in Computer Graphics
  
  Stanford / graphics.stanford.edu
- CS468 Topics in Geometric Algorithms
  
  Stanford / graphics.stanford.edu
Application Development Courses
- CS142 Web Applications
  
  Stanford / web.stanford.edu
- CS190 Software Design Studio
  
  Stanford / web.stanford.edu
- CS193A Android App Development
  
  Stanford / web.stanford.edu
- CS193A Android App Development
  
  Stanford / www.youtube.com
- CS193P Developing Applications for iOS using SwiftUI
  
  Stanford / web.stanford.edu
- CS193P Developing Applications for iOS using SwiftUI
  
  Stanford / www.youtube.com
- CS193Q Introduction to Python Programming
  
  Stanford / web.stanford.edu
- CS193X Web Programming Fundamental
  
  Stanford / web.stanford.edu
- CS194A Android Workshop
  
  Stanford / web.stanford.edu
- CS194 Software Project Experience
  
  Stanford / web.stanford.edu
- CS195 Software Engineering
  
  Stanford / web.stanford.edu
- Cross-Platform Mobile Development (CS 47)
  
  web.stanford.edu
Robotics Courses
- CS223A/ME320 Introduction to Robotics
  
  Stanford / cs.stanford.edu
- CS223A Introduction to Robotics
  
  Stanford Engineering Everywhere / see.stanford.edu
- CS225A Experimental Robotics
  
  Stanford / cs.stanford.edu
- CS327A Advanced Robotic Manipulation
  
  Stanford / cs.stanford.edu
- CS237B Principles of Robot Autonomy II
  
  Stanford / web.stanford.edu
- CS326 Topics in Advanced Robotic Manipulation
  
  Stanford / web.stanford.edu
- CS 333 Safe and Interactive Robotics
  
  samir / cs333.stanford.edu
- CS529 Robotics and Autonomous Systems Seminar
  
  Stanford / stanfordasl.github.io
Games Courses
- CS193U Video Game Development in C++ and Unreal Engine
  
  Stanford / www.tomlooman.com
- CS227B General Game Playing
  
  Stanford / ggp.stanford.edu
- CS269I Incentives in Computer Science
  
  Stanford / timroughgarden.org
Computing and Society Courses
- CS106S Programming Abstractions & Social Good
  
  Stanford / web.stanford.edu
- CS181/181W Computers, Ethics, and Public Policy
  
  Stanford / stanfordcs181.github.io
- CS182 Ethics, Public Policy, and Technological Change
  
  Stanford / web.stanford.edu
- CS184 Bridging Policy and Tech Through Design
  
  Stanford / i.stanford.edu
- CS202 Law for Computer Science Professionals
  
  Stanford / web.stanford.edu
- CS204 Computational Law
  
  Stanford / complaw.stanford.edu
- CS21SI AI for Social Good
  
  Stanford / web.stanford.edu
- CS278 Social Computing
  
  Stanford / hci.stanford.edu
- CS325B: Data for Sustainable Development
  
  ermongroup.github.io
  
  Earthsys 162 / 262, CS 325B | 2021-2022
- Stanford CS322: (Social and Information) Network Analysis
  
  snap.stanford.edu
- CS384 Ethical and Social Issues in Natural Language Processing
  
  Stanford / web.stanford.edu
- CS398: Computational Education
  
  web.stanford.edu
- CS5: CS+SG Studio
  
  web.stanford.edu
Biocomputation Courses
- CS235 Computational Methods for Biomedical Image Analysis and Interpretation
  
  Stanford / canvas.stanford.edu
- CS273A The Human Genome Source Code
  
  Stanford / web.stanford.edu
- CS275 Translational Bioinformatics
  
  Stanford / sites.google.com
- CS279 Computational Biology Structure and Organization of Biomolecules and Cells
  
  Stanford / web.stanford.edu
Computer and Healthcare Courses
- BIODS220 (CS271, BIOMEDIN220) Artificial Intelligence in Healthcare
  
  Stanford / web.stanford.edu
- Building for Digital Health (CS342/MED253)
  
  web.stanford.edu
- CS371: Computational Biology in Four Dimensions
  
  cs371.stanford.edu
- CS372 AI for Disease Diagnosis & Information Recommend
  
  Stanford / infolab.stanford.edu
- CS522 Seminar in Artificial Intelligence in Healthcare
  
  Stanford / cs522.stanford.edu
- CS 523: Research Seminar in Computer Vision and Healthcare
  
  web.stanford.edu
Uncategorized Courses
- CS007 Personal Finance for Engineers
  
  Stanford University / cs007.blog
- CS349F Technologies for Financial Systems
  
  Stanford / web.stanford.edu
- CS251 Cryptocurrencies and Blockchain Technologies
  
  Stanford / cs251.stanford.edu
- CS206 Technical Foundations of Electronic Commerce
  
  Stanford / web.stanford.edu
- CS208E Great Ideas in Computer Science
  
  web.stanford.edu
- CS249i: The Modern Internet
  
  cs249i.stanford.edu
- CS198 Teaching Computer Science
  
  Stanford / cs198.stanford.edu
- CS298 Seminar on Teaching Introductory Computer Science
  
  Stanford / web.stanford.edu
- CS97SI Introduction to Programming Contests
  
  Stanford / web.stanford.edu
- CS9 Problem-Solving for the CS Technical Interview
  
  Stanford / web.stanford.edu
- CS197 Computer Science Research
  
  Stanford / cs197.stanford.edu
- CS238 Decision Making under Uncertainty
  
  Stanford / web.stanford.edu
- EE185/285, CS241 Interactive Light Sculpture Project
  
  Stanford / web.stanford.edu
- CS348E Character Animation: Modeling, Simulation & Contro
  
  Stanford / ckllab.stanford.edu
- CS476A Music, Computing and Design I
  
  Stanford / ccrma.stanford.edu
- CS520 Knowledge Graphs
  
  Stanford / web.stanford.edu
- CS 41 - CS 41: The Python Programming Language
  
  stanfordpython.com
  
  CS 41 is Stanford's course on the Python programming language.
- CS46N: Big Data, Big Discoveries, Big Fallacies
  
  web.stanford.edu
- CS 83: Playback Theater
  
  Omer Reingold / omereingold.wordpress.com
  
  Now: A Creative Expression (CE) Ways Course. Winter 2020 times and location: Fridays, 1:30 PM – 4:20 PM, 160-322 The course will be restricted to around 15 students. If you want to join, ple…