Stanford University

AI Concentration: Approved Courses

Use the dropdown below to find courses in each concentration area offered in the current academic year.

For the Stanford Community, here is a list of all approved AI Courses.

Title
Quarter
Day, Time, Location
BIOMEDIN 210
Modeling Biomedical Systems (CS 270)
Tagged for: AI - Additional topics | Biomed - Computational and Design Methods | Biomed - Integrative Requirement | AI - Contingent Electives
2020 - 2021
Winter
Monday Wednesday Friday
2:30 PM
3:50 PM
BIOMEDIN 214
Representations and Algorithms for Computational Molecular Biology (BIOE 214, CS 274, GENE 214)
Tagged for: AI - Additional topics | AI - Contingent Electives
2020 - 2021
Autumn
Tuesday Thursday
4:30 PM
5:50 PM
COMM 324
Language and Technology
Tagged for: MediaComm - Integrative Requirement | NL - Integrative Requirement | HCI - Integrative Requirement | Advanced Small Seminar | AI - Integrative Requirement
2020 - 2021
Autumn
Wednesday
2:30 PM
5:20 PM
COMM 326
Advanced Topics in Human Virtual Representation
Tagged for: HCI - Social and psychological aspects | Biomed - Integrative Requirement | CSS - Integrative Requirement | MediaComm - Integrative Requirement | HAI - Augmenting Human Capabilities | AI - Integrative Requirement | CogSci - Integrative Requirement | HCI - Integrative Requirement | Advanced Small Seminar | Learn - Integrative Requirement
2020 - 2021
Autumn
Friday
10:00 AM
12:50 PM
CS 107
Computer Organization and Systems
Tagged for: CoFo - Computer Systems I | AI - Programming | CogSci - Research Methods
2020 - 2021
Autumn
Monday Friday
11:30 AM
12:50 PM
CS 107
Computer Organization and Systems
Tagged for: CoFo - Computer Systems I | AI - Programming | CogSci - Research Methods
2020 - 2021
Winter
Monday Friday
1:00 PM
2:20 PM
CS 107
Computer Organization and Systems
Tagged for: CoFo - Computer Systems I | AI - Programming | CogSci - Research Methods
2020 - 2021
Spring
Monday Friday
1:00 PM
2:20 PM
CS 107
Computer Organization and Systems
Tagged for: CoFo - Computer Systems I | AI - Programming | CogSci - Research Methods
2020 - 2021
Summer
CS 107E
Computer Systems from the Ground Up
Tagged for: CoFo - Computer Systems I | AI - Programming
2020 - 2021
Autumn
Monday Friday
2:30 PM
3:50 PM
CS 107E
Computer Systems from the Ground Up
Tagged for: CoFo - Computer Systems I | AI - Programming
2020 - 2021
Winter
Monday Friday
11:30 AM
12:50 PM
CS 131
Computer Vision: Foundations and Applications
Tagged for: AI - Robotics and vision | Neuro - Biological and computational approaches to vision | CogSci-Perception | HAI - Intelligence | AI - Integrative Requirement | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | Neuro - Biological and Computational Approaches to Vision | Neuro - Integrative Requirement
2020 - 2021
Autumn
Tuesday Thursday
2:30 PM
3:50 PM
CS 182
Ethics, Public Policy, and Technological Change (COMM 180, ETHICSOC 182, PHIL 82, POLISCI 182, PUBLPOL 182)
Tagged for: DMR- Practical Tools and Applications | CoFo - Integrative Requirement | CSS - Integrative Requirement | MediaComm - Effects, Ethics, and Policy | MediaComm - Integrative Requirement | HAI - Digital Technology Ethics and Policy | AI - Integrative Requirement | CogSci - Integrative Requirement | HCI - Integrative Requirement | PhiFo - Integrative Requirement | DMAR - Methods and Applications | DMAR - Integrative Requirement | Learn - Integrative Requirement
2020 - 2021
Winter
Monday Wednesday Friday
1:00 PM
2:20 PM
CS 221
Artificial Intelligence: Principles and Techniques
Tagged for: NL - Mathematical/Computational Foundations | HAI - Intelligence | HAI - Integrative Requirement | NL - Integrative Requirement | AI - Introduction | CogSci - Integrative Requirement | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2020 - 2021
Autumn
Monday Wednesday
1:00 PM
2:20 PM
CS 221
Artificial Intelligence: Principles and Techniques
Tagged for: NL - Mathematical/Computational Foundations | HAI - Intelligence | HAI - Integrative Requirement | NL - Integrative Requirement | AI - Introduction | CogSci - Integrative Requirement | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2020 - 2021
Winter
Monday Wednesday
2:30 PM
3:50 PM
CS 221
Artificial Intelligence: Principles and Techniques
Tagged for: NL - Mathematical/Computational Foundations | HAI - Intelligence | HAI - Integrative Requirement | NL - Integrative Requirement | AI - Introduction | CogSci - Integrative Requirement | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2020 - 2021
Spring
Monday Wednesday
1:00 PM
2:20 PM
CS 223A
Introduction to Robotics (ME 320)
Tagged for: AI - Robotics and vision | HAI - Intelligence | HAI - Integrative Requirement | AI - Artificial Intelligence Depth | Neuro - Computational approaches
2020 - 2021
Winter
Monday Wednesday
4:00 PM
5:20 PM
CS 224N
Natural Language Processing with Deep Learning (LINGUIST 284, SYMSYS 195N)
Tagged for: AI - NLP | NL - Computational Linguistics | Learning - Computational learning | CogSci- Language | CSS - Computational Data Methods | HAI - Intelligence | AI - Artificial Intelligence Depth | CogSci - Cognitive Science Depth | Learn - Computational Learning
2020 - 2021
Winter
Tuesday Thursday
4:30 PM
5:50 PM
CS 224S
Spoken Language Processing (LINGUIST 285)
Tagged for: AI - NLP | NL - Computational Linguistics | AI - Artificial Intelligence Depth
2020 - 2021
Winter
Monday Wednesday
5:30 PM
6:30 PM
CS 224U
Natural Language Understanding (LINGUIST 188, LINGUIST 288, SYMSYS 195U)
Tagged for: AI - NLP | NL - Computational Linguistics | AI - Artificial Intelligence Depth
2020 - 2021
Spring
Monday Wednesday
4:00 PM
5:20 PM
CS 224W
Machine Learning with Graphs
Tagged for: AI - Learning | CSS - Computational Data Methods | CSS - Integrative Requirement | MaFo - Integrative Requirement | MediaComm - Integrative Requirement | AI - Artificial Intelligence Depth
2020 - 2021
Winter
Tuesday Thursday
10:30 AM
11:50 AM
CS 228
Probabilistic Graphical Models: Principles and Techniques
Tagged for: AI - Knowledge | DMR- Practical Tools and Applications | Learning - Computational learning | CSS - Computational Data Methods | MaFo - Integrative Requirement | AppLog - Integrative Requirement | AI - Artificial Intelligence Depth | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | Neuro - Integrative Requirement | DMAR - Methods and Applications | DMAR - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2020 - 2021
Winter
Tuesday Thursday
8:30 AM
9:50 AM
CS 229
Machine Learning (STATS 229)
Tagged for: AI - Learning | NL - Mathematical/Computational Foundations | Learning - Computational learning | CogSci-Higher Cognition | CSS - Computational Data Methods | MaFo - Integrative Requirement | MediaComm - Statistical and Data Analysis Methods | HAI - Intelligence | HAI - Integrative Requirement | AI - Artificial Intelligence Depth | CogSci - Research Methods | CogSci - Integrative Requirement | Neuro - Computational approaches | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2020 - 2021
Autumn
Monday Wednesday
10:00 AM
11:20 AM
CS 229
Machine Learning (STATS 229)
Tagged for: AI - Learning | NL - Mathematical/Computational Foundations | Learning - Computational learning | CogSci-Higher Cognition | CSS - Computational Data Methods | MaFo - Integrative Requirement | MediaComm - Statistical and Data Analysis Methods | HAI - Intelligence | HAI - Integrative Requirement | AI - Artificial Intelligence Depth | CogSci - Research Methods | CogSci - Integrative Requirement | Neuro - Computational approaches | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2020 - 2021
Spring
Monday Wednesday
10:00 AM
11:20 AM
CS 229M
Machine Learning Theory (STATS 214)
Tagged for: AI - Integrative Requirement | CogSci - Cognitive Science Depth | Learn - Computational Learning | Learn - Integrative Requirement | MaFo - Applied Mathematics and Statistics | MaFo - Integrative Requirement
2020 - 2021
Winter
Monday Wednesday
4:00 PM
5:20 PM
CS 231A
Computer Vision: From 3D Reconstruction to Recognition
Tagged for: AI - Robotics and vision | Neuro - Biological and computational approaches to vision | CogSci-Perception | AI - Artificial Intelligence Depth | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | Neuro - Biological and Computational Approaches to Vision | Neuro - Integrative Requirement | Learn - Integrative Requirement
2020 - 2021
Winter
Monday Wednesday
11:30 AM
12:50 PM
CS 231N
Convolutional Neural Networks for Visual Recognition
Tagged for: AI - Robotics and vision | Neuro - Biological and computational approaches to vision | AI - Artificial Intelligence Depth | Neuro - Biological and Computational Approaches to Vision
2020 - 2021
Spring
Tuesday Thursday
1:00 PM
2:20 PM
CS 234
Reinforcement Learning
Tagged for: AI - Learning | AI - Robotics and vision | DMR- Methodological Foundations | Learning - Computational learning | CogSci- Neuroscience | AI - Artificial Intelligence Depth | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | Neuro - Integrative Requirement | DMAR - Methods and Applications | DMAR - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2020 - 2021
Winter
Monday Wednesday
11:30 AM
12:50 PM
CS 238
Decision Making under Uncertainty (AA 228)
Tagged for: AI - Knowledge | DMR- Practical Tools and Applications | CSS - Computational Data Methods | HAI - Integrative Requirement | AI - Artificial Intelligence Depth | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | DMAR - Methods and Applications | DMAR - Integrative Requirement
2020 - 2021
Autumn
Tuesday Thursday
2:30 PM
3:50 PM
CS 246
Mining Massive Data Sets
Tagged for: AI - Learning | CSS - Computational Data Methods | CSS - Integrative Requirement | MaFo - Integrative Requirement | AI - Contingent Electives
2020 - 2021
Spring
Tuesday Thursday
12:30 PM
1:50 PM
CS 329D
Machine Learning Under Distributional Shifts
Tagged for: AI - Integrative Requirement
2020 - 2021
Spring
Tuesday Thursday
4:30 PM
5:50 PM
CS 330
Deep Multi-task and Meta Learning
Tagged for: AI - Contingent Electives
2020 - 2021
Autumn
Monday Wednesday
1:00 PM
2:20 PM
CS 348I
Computer Graphics in the Era of AI
Tagged for: AI - Contingent Electives
2020 - 2021
Autumn
Monday Wednesday
2:30 PM
3:50 PM
CS 348K
Visual Computing Systems
Tagged for: AI - Robotics and vision | AI - Contingent Electives
2020 - 2021
Spring
Tuesday Thursday
2:30 PM
3:50 PM
CS 379C
Computational Models of the Neocortex
Tagged for: Biomed - Computational and Design Methods | Biomed - Integrative Requirement | CoFo - Integrative Requirement | MaFo - Integrative Requirement | HAI - Integrative Requirement | AI - Integrative Requirement | CogSci - Integrative Requirement | Neuro - Computational approaches | Neuro - Integrative Requirement | Learn - Integrative Requirement
2020 - 2021
Spring
Tuesday Thursday
4:30 PM
5:50 PM
LAW 4039
Regulating Artificial Intelligence
Tagged for: AI - Additional topics | MediaComm - Effects, Ethics, and Policy | HAI - Human Impact | AI - Contingent Electives
2020 - 2021
Spring
LINGUIST 180
From Languages to Information (CS 124, LINGUIST 280)
Tagged for: HCI - Programming | CogSci- Language | CSS - Computational Data Methods | HAI - Integrative Requirement | NL - Integrative Requirement | AI - Integrative Requirement | CogSci - Research Methods | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement
2020 - 2021
Spring
Tuesday Thursday
2:30 PM
3:50 PM
MS&E 135
Networks
Tagged for: AI - Additional topics | HCI - Social and psychological aspects | CSS - Social Behavior | MediaComm - Research Methods | MediaComm - Effects, Ethics, and Policy | AI - Contingent Electives | HCI - Contingent Electives
2020 - 2021
Winter
Monday Wednesday
10:00 AM
11:20 AM
MS&E 234
Data Privacy and Ethics
Tagged for: AI - Learning | HCI - Social and psychological aspects | DMR- Philosophical Inquiry | Learning - Computational learning | CSS - Integrative Requirement | CSS - Contingent Electives | MediaComm - Effects, Ethics, and Policy | HAI - Human Impact | AI - Contingent Electives | HCI - Contingent Electives | DMAR - Philosophical Inquiry | Learn - Computational Learning
2020 - 2021
Winter
Monday Wednesday
2:30 PM
3:50 PM
MUSIC 220B
Compositional Algorithms, Psychoacoustics, and Computational Music
Tagged for: AI - Additional topics | CM | CoMu - Computer-Generated Music II | AI - Contingent Electives
2020 - 2021
Winter
Monday Wednesday
4:00 PM
5:20 PM
MUSIC 220C
Research Seminar in Computer-Generated Music
Tagged for: AI - Additional topics | CM- Electives | HAI - Augmenting Human Capabilities | CoMu - Integrative Requirement | AI - Integrative Requirement | AI - Contingent Electives | CogSci - Integrative Requirement | Advanced Small Seminar
2020 - 2021
Spring
Tuesday Thursday
4:30 PM
5:50 PM
PHIL 20N
Philosophy of Artificial Intelligence
Tagged for: AI - Additional topics | Philosophical Foundations 4 | HAI - Contingent Electives | AI - Contingent Electives | PhiFo - Philosophy of Science | CoFo - Contingent Electives
2020 - 2021
Winter
Tuesday Thursday
1:30 PM
2:50 PM
PHIL 359
Logic Spring Seminar
Tagged for: AL- Advanced | DMR- Philosophical Inquiry | DMR- Formal Decisions Theories | CoFo - Integrative Requirement | CSS - Integrative Requirement | MaFo - Integrative Requirement | HAI - Integrative Requirement | NL - Integrative Requirement | AppLog - Integrative Requirement | AI - Integrative Requirement | CogSci - Integrative Requirement | Advanced Small Seminar | PhiFo - Logic | PhiFo - Integrative Requirement | DMAR - Philosophical Inquiry | DMAR - Formal Decision Theories | DMAR - Integrative Requirement
2020 - 2021
Spring
PSYCH 164
Brain decoding
Tagged for: CogSci- Cognitive Neuroscience | CogSci- Neuroscience | HAI - Integrative Requirement | AI - Integrative Requirement | CogSci - Research Methods | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | Neuro - Computational approaches | Neuro - Integrative Requirement
2020 - 2021
Spring
Tuesday Thursday
10:30 AM
11:50 AM
PSYCH 204
Computation and Cognition: The Probabilistic Approach (CS 428)
Tagged for: AI - Learning | NL - Mathematical/Computational Foundations | Learning - Computational learning | Learning - Human learning | CogSci- Theoretical Foundations | CoFo - Integrative Requirement | CSS - Computational Data Methods | MaFo - Integrative Requirement | HAI - Integrative Requirement | NL - Integrative Requirement | AppLog - Integrative Requirement | AI - Integrative Requirement | CogSci - Research Methods | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | Neuro - Computational approaches | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Human Learning | Learn - Integrative Requirement
2020 - 2021
Spring
Tuesday Thursday
12:30 PM
1:50 PM
PSYCH 209
Neural Network Models of Cognition
Tagged for: NL - Psycholinguistics | NL - Mathematical/Computational Foundations | CogSci- Neuroscience | CSS - Computational Data Methods | MaFo - Integrative Requirement | HAI - Integrative Requirement | NL - Integrative Requirement | AI - Integrative Requirement | CogSci - Research Methods | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | Neuro - Computational approaches | Neuro - Integrative Requirement | Learn - Computational Learning | Learn - Human Learning | Learn - Integrative Requirement
2020 - 2021
Winter
Tuesday Thursday
10:30 AM
11:50 AM
PSYCH 293
What makes a good explanation? Psychological and philosophical perspectives (PHIL 350)
Tagged for: AppLog - Integrative Requirement | AI - Integrative Requirement | CogSci - Cognitive Science Depth | CogSci - Integrative Requirement | CSS - Integrative Requirement | HAI - Integrative Requirement | Learn - Integrative Requirement | Advanced Small Seminar
2020 - 2021
Autumn
Tuesday Thursday
10:30 AM
11:50 AM
STATS 200
Introduction to Statistical Inference
Tagged for: Neuro - Methodological Foundations | DMR- Methodological Foundations | HCI - Empirical methods | CogSci-Empirical Methods | CSS - Statistical Inference | CSS - Contingent Electives | MaFo - Applied Mathematics and Statistics | MediaComm - Statistical and Data Analysis Methods | AI - Contingent Electives | CogSci - Inferential Statistics | HCI - Contingent Electives | DMAR - Methods and Applications | HAI - Contingent Electives | Learn - Contingent Electives | NL - Contingent Electives
2020 - 2021
Autumn
Monday Wednesday
1:00 PM
2:20 PM
STATS 200
Introduction to Statistical Inference
Tagged for: Neuro - Methodological Foundations | DMR- Methodological Foundations | HCI - Empirical methods | CogSci-Empirical Methods | CSS - Statistical Inference | CSS - Contingent Electives | MaFo - Applied Mathematics and Statistics | MediaComm - Statistical and Data Analysis Methods | AI - Contingent Electives | CogSci - Inferential Statistics | HCI - Contingent Electives | DMAR - Methods and Applications | HAI - Contingent Electives | Learn - Contingent Electives | NL - Contingent Electives
2020 - 2021
Winter
Monday Wednesday Friday
10:00 AM
11:00 AM
STATS 202
Data Mining and Analysis
Tagged for: HCI - Empirical methods | CSS - Statistical Inference | CSS - Contingent Electives | MaFo - Applied Mathematics and Statistics | MediaComm - Statistical and Data Analysis Methods | MediaComm - Contingent Electives | AI - Contingent Electives | CogSci - Inferential Statistics | HCI - Contingent Electives
2020 - 2021
Autumn
Monday Wednesday Friday
2:30 PM
3:30 PM
STATS 202
Data Mining and Analysis
Tagged for: HCI - Empirical methods | CSS - Statistical Inference | CSS - Contingent Electives | MaFo - Applied Mathematics and Statistics | MediaComm - Statistical and Data Analysis Methods | MediaComm - Contingent Electives | AI - Contingent Electives | CogSci - Inferential Statistics | HCI - Contingent Electives
2020 - 2021
Summer
STATS 220
Machine Learning Methods for Neural Data Analysis (CS 339N, NBIO 220, STATS 320)
Tagged for: Biomed - Computational and Design Methods | Biomed - Integrative Requirement | Neuro - Computational approaches | Neuro - Integrative Requirement | AI - Integrative Requirement | CogSci - Research Methods | CogSci - Integrative Requirement | HAI - Integrative Requirement | Learn - Computational Learning | Learn - Integrative Requirement | MaFo - Integrative Requirement
2020 - 2021
Winter
Monday Wednesday Friday
11:30 AM
12:30 PM
STATS 315A
Modern Applied Statistics: Learning
Tagged for: AI - Learning | Learning - Computational learning | AI - Contingent Electives | Learn - Computational Learning
2020 - 2021
Winter
Monday Wednesday
1:00 PM
2:20 PM
STATS 315B
Modern Applied Statistics: Data Mining
Tagged for: AI - Learning | Learning - Computational learning | HAI - Integrative Requirement | AI - Contingent Electives | Learn - Computational Learning
2020 - 2021
Spring
Tuesday Thursday
12:30 PM
1:50 PM
SYMSYS 202
Theories of Consciousness
Tagged for: CogSci- Theoretical Foundations | Philosophical Foundations 4 | Neuro - Philosophical and theoretical approaches | Biomed - Philosophical and Ethical Inquiry | HAI - Integrative Requirement | AI - Integrative Requirement | CogSci - Integrative Requirement | Advanced Small Seminar | PhiFo - Integrative Requirement | Neuro - Integrative Requirement
2020 - 2021
Winter
Monday Wednesday
1:00 PM
2:20 PM
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